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Effects of antidepressants on glucocorticoid receptor
binding and downstream gene expression
Student: Kate Jones Supervisor: Angela Bithell
I confirm that this is my own work and the use of materials from other sources has been
properly and fully acknowledged.
Signature: Date:16/4/2015
Abstract
Cortisol isa glucocorticoidhormone knowntoaffect the expressionof several genesassociatedwith
hippocampal neurogenesis,howeverinmanycasesit isunknownwhetherthisisthroughdirect
bindingof the glucocorticoidreceptor(GR) tothe targetgene.Inorderto investigate this,we
establishedaworkingchromatinimmunoprecipitation(ChIP)procedure tobe usedinthe analysisof
GR protein-DNA interactions.Usingthis methodologyinahumanhippocampal neural progenitorcell
line (HPC03A/07),we foundthatthe GR bindsdirectlytoat leastone suchtargetgene, Sgk1,and
that exposingcellstodexamethasoneincreasesGRbindingatthislocus whencomparedtocontrols.
Thissuggests thatup-regulationof Sgk1mayoccur in timesof stress. Previousstudiesindicate that
Sgk1 playsa role inmediatingcortisol-inducedreductionsinneurogenesis.Thus,understanding how
thisisactivatedmay helptofurtherunderstandits role andpotential asatherapeutictarget.
Throughimmunofluorescence staining,we alsoobservedthatsertraline mayreduce cortisol-
dependantreductionsinneuronal proliferationanddifferentiationinHPC03A/07 cells. Thissupports
the hypothesisthatthe therapeuticefficacyof sertraline isbasedonaGR-dependantmechanismin
a subsetof patientswithdepression.
Introduction
Depressionisacommonaffective disorder, prevalentin approximately14% of the global population
and contributingsignificantdetrimentaleffects topatientqualityof life,withwidersocial and
economicimplications (Mitchelletal.,2009). Whilstseveral clinicalsubtypesexist,common
symptomsinall formsof major depressive disorderinclude anhedonia, feelingsof guilt, changesin
appetite and/orsleepandpersistentlylow mood. (Cizzaetal.,2012). The exactcause of depression
isnot fullyunderstood,howeverthere are several psychological,sociological and biological theories
that attemptto addressthe disorder’sunderlying,oftenmultifactorial,pathology.
Biologically, the monoamine theoryisperhapsthe mostwell-knownpathological cause.The
underlyingprinciple isthatdepressedpatientsexhibitreducedsynaptictransmissionof dopamine,
noradrenaline and/orserotonin.Originally,itwasthoughtthatthiswascausedby reducedactivityof
the pre-synapticmonoaminergicreceptors,resultinginasubsequentmonoaminergicdeficit across
the synapses.The monoamine theoryissupportedbythe factthat all majorclassesof
antidepressantdrugs(mono-amineoxidase inhibitors,tricyclicantidepressantsandselective
serotoninre-uptakeinhibitors(SSRIs)) agonise the effectof atleastone monoamine (Morrissette
and Stahl,2015). Furthermore,monoamine antagonistssuchasreserpineare knowntocause
depressionasaside effect (Antkiewicz-Michaluketal.,2014). Low levelsof serotoninmetabolites
have alsobeencorrelatedwithdepression(BrownandLinnoila,1990).
However,antidepressantdrugshave beenshowntoincrease monoaminergiclevelsrapidly,yet
clinical improvementinpatientsisnottypicallyseenuntilafter approximately 3weeks of treatment.
To account for this,revisedversionsof the theory have been proposed.One version suggeststhat
depressedpatientsexhibitoveractive monoaminergicactivityandthatthe delayinclinical efficacyof
these antidepressantsiscausedbythe time takenformonoaminergicpost-synapticreceptorsto
become desensitised.The second,more established, hypothesissuggeststhatdepressedpatients
have more sensitive presynapticautoreceptors,whichare responsible forsendinginhibitorysignals
towardsmonoamine release.Inthistheory, antidepressantdrugs initiallytriggeradecrease in
monoamine release asthe receptorsrespondandincrease inhibitorysignalling.However,overtime,
the receptorsbecome lesssensitive andthusmonoaminergicreleaseacrossthe synapse isincreased
(Elhwuegi,2004).
The monoamine theory of depressionisreasonable butnotwithoutitsassumptions (Sapolsky,
2004). Critically,bothmodelsusedtoexplainthe delay inatreatment’sclinical effect relyonthe
conceptthat neural compensationwill occurinresponse tomonoamineneurotransmitterlevel
fluctuations. Additionally,resistance tocurrentpharmacological treatment withdrugsthatact on
thissystemissignificant.Approximately one thirdof patientsexhibit aninadequateresponse to
first-linemonotherapyandaround10% of patientsexperience prolongedstatesof depression
regardlessof multiple treatments (Soueryetal.,1999, NierenbergandAmsterdam,1990).
An emerging,alternative theorysuggeststhatinasubsetof patientswithdepression,dysfunctional
hippocampal neurogenesis withinthe granularlayerof the dentate gyrus couldbe a significant
causative factorand mightpartiallydictate individual responseto anti-depressive treatment
(Boldrini etal.,2012). Thishas beencorrelatedwithobservationsof lowergranularcell layer
volumesindepressedpatients andincreasedhippocampal neurogenesisinpatientstreatedwith
SSRIs(Kempermann,2002,KempermannandKronenberg,2003). Furthermore, the timingof onset
for therapeuticefficacyinSSRIs issimilartothe time ittakesforthe formationof neuronesfrom
theirrespective neural stemcells. (Ge etal.,2007, Jacobset al.,2000). Zhao etal showedthatneural
stemcellswere functionallyintegratedintothe hippocampus of mice after2-3weeksandwere
requiredforthe expression of trace memory (Zhaoetal.,2006). There isa lackof directevidence
determiningthe functionalrole of neurogenesisinhumans,howeverthe proliferation rate and
relative abundance of these neurones iscomparable tothatobservedinmice. Insuchstudies,
furthereffectsonbehaviourhave beenidentifiedandinclude the abilitytoseparate memories,a
feature lackinginsome patientswithdepressionandanxiety (Spaldingetal.,2013).
Much of the current research onthe hypothalamic-pituitary-adrenal (HPA)axis’involvementinthe
stressresponse indicatesatwo-way relationshipbetween the HPA axis regulation andhippocampal
neurogenesis.Inthe presenceof acute physiological stress,the hippocampussignalsforincreased
levelsof corticotrophinreleasinghormone (CRH),whichtriggersa cascade of events associatedwith
the HPA axisthatleadto increasedplasmalevelsof cortisol (Anacker,2014, Anackeretal.,2011a,
Holsboeretal.,1984). In mice withlowlevelsof hippocampal neurogenesis,increasedlevelsof
cortisol were observedfollowingstress,suggesting anincreasedHPA axisresponse (Schloesseretal.,
2009, Snyderetal.,2011).
Cortisol isa steroidhormone thatacts onglucocorticoid(GR) andmineralocorticoidreceptors(MR).
Both GR and MR are nuclearreceptorswithwidespread expression inthe body. Cortisol-GRbinding
causesdissociationfromthe GRinhibitorycomplex,resultinginaconformational shape change that
increasesthe availabilityof the corresponding nuclearlocalisationsequence.Subsequent
translocationof GR monomersanddimers fromthe cytoplasmtothe nucleusallowsthe GRto bind
to glucocorticoidresponseelements(GREs) andnegative glucocorticoidresponse elements(nGREs)
respectively, leadingtogene transcription viamodulationof factorsthatinfluence chromatin
configuration (Herrlich,2001, Aoyagi andArcher,2011). Otherresearchalsoshows translocationto
mitochondriawhere they influence mtDNA gene expression(Duetal.,2009). A previousstudyby
Anackeretal showedthatdexamethasone couldbe used in-vitro insteadof cortisol toelicitthe
same agonistresponse atthe GR (Anackeretal., 2011b).
Recentin-vitro studies usingahumanhippocampal neural progenitorcellsline(HPC03A/07) have
showninterestingresults relatedtohippocampal neural progenitorcell (NPC)proliferationand
differentiation whenexposedtovaryinglevelsof dexamethasone andSSRIs.Inuntreated NPCs,
there wasa high rate of proliferationbutlow differentiation. Withexposure tosertraline,
proliferationwaslowerbutdifferentiationwashigherwhileinNPCs treatedwithhigh
concentrationsof cortisol (1µm) alone,proliferation anddifferentiation remainedlow. InNPCs
exposedto highconcentrationsof cortisol andsertraline, proliferation anddifferentiation washigh
(Anackeretal.,2011b). These findingssuggested thattoincrease hippocampal neurogenesis
throughthe use of sertraline,GRagonistactivitybyhighlevelsof cortisol are required asapre-
requisite. Thiswasfurthersupportedbyresultsof decreasedneurogenesisfollowingGR-antagonism
withRU486. Froma broader perspectivethis impliesthatina subsetof patients,the therapeutic
effectof sertraline isonlyinitiatedinresponse toa cortisol-induced depressivestate.
Furthermore,exposure of progenitorcellstohigh levelsof cortisol and sertraline mayresultin
unique GRphosphorylationandGR-dependentgeneexpression. Anackeretal foundthatthe
PDE4/PKA signallingcascade regulatedthe effectsof sertraline oncell proliferationand
differentiationbyalteringthe phosphorylationstate of the GR,dependingonthe combinationof
conditionsused (Anackeretal.,2011b). Thiswas shownbydifferentpatternsof phosphorylationat
the receptor’sserine residuesS203, S211 and S226 whencortisol andsertraline concentrationswere
varied.The subsequentphosphorylationstate of the GRwas then demonstratedtomediate the
levelsof p27kip1
and p57kip2
gene expression. P27kip 1
andp57kip2
are CDK2 inhibitorswhichpromote
the terminationof cell divisionand increase differentiation.Levelsof p27kip1
and p57kip2
expression
were showntobe consistentwiththe proliferationanddifferentiationstatesof the cells.The
conceptthat targetgenesof the GR can be selectivelyactivatedviathe promotorregiondepending
on the specificGRphospho-isoformpresent issupportedfromanumberof otherstudies. (Galliher-
Beckleyetal.,2008, BlindandGarabedian,2008, Chenet al.,2008, Kumarand Calhoun,2008,
Websteretal.,1997, Anackeretal.,2011b).
Furtheradvanceshave since beenmade toidentify otherspecificGRtargetgenesthatcontribute
towardshippocampal neurogenesis bothupstreamanddownstreamof the GR.Evidence todate
fromgene expressionanalysis suggests thatGR transactivationstronglyinfluences the level of
expressionof the genes p11and β-arrestin2 (whichrelate tothe serotoninreceptor); CCND1,HDM2
(cell cycle promotinggenes) andthe stress-responsive genes SGK1,FKBP5,FOXO1and GADD45B.
(Anackeretal.,2013a, Anackeretal.,2013b, Anackeretal.,2011b). However,itis unknownwhether
the expressionof the geneslistedabove isthroughdirectactivationand epigeneticmodifications
mustbe considered.Furthermore,we hypothesisethatthere are othergeneslinkedtohippocampal
neurogenesisthatare yetto be identified.
Cortisol causesincreasedexpression of SGK1and isof particularinteresttoourresearch.A previous
study by Anackeretal identifiedSGK1as a key inhibitory mediatorof the Hedgehogsignalling
pathway,whichisa major cause of cortisol-induced reductions inneurogenesis (Anackeretal.,
2013b). Furthermore, SGK1increasesGRfunctionupstreamandregulatesgenesdownstreamof the
GR thatare involvedinreducing NPCproliferation. Ithasbeenshowntopotentiate the effectsof GR
activationevenaftercortisol isremovedbyfacilitatingGRtranslocationtothe nucleus.SGK1
expressionwasfoundtobe increasedinthe hippocampusof bothpatientswithdepressionandin
mice exposed tostress. However,these studiesdonotfullyelucidate the extentof the effectsof
SSRItreatment,incombinationwithcortisol,onSGK1expressionindepressedpatients.
In thisstudy, we firstaimedtodeveloparobustmethodtoperform chromatinimmunoprecipitation
(ChIP) assaysusingDNA fromthe HPC03A/07 cell line todetermine directtargetgenesof the GR(via
directbinding).GRproteins,taggedwithcorrespondingantibodies,will be addedtothe chromatin
samples thatwere extractedfromHPC03A/07 NPCs,treatedwith varyingconcentrationsof
dexamethasone orethanol,the vehiclecontrol. The antibodieswillbe usedtorecognise the amount
of GR that isboundto specificgene loci withinthe chromatin,inthe differentconditions. We will
alsoconduct qualitativeanalysisof immunofluorescentlylabelledHPC03A/07cells todetermine the
effectsof dexamethasoneandsertralineonchangesincellulardifferentiationandproliferation.
Materials andMethods
Cell culture
Thissectionof the methodologywasperformedbyDrBithell.
HPC03A/07 is a multipotent,immortalised humanfoetal hippocampalprogenitorcell line usedin
these experiments. Cellswereimmortalisedusingthe c-myc-ER™ transgeneandtreated for3 days
withethanol (vehicle,EtOH),dexamethasone(Dex)and/orsertraline (Sert) inproliferative
conditions (withepidermal growthfactor(EGF),fibroblastgrowthfactor2 (FGF2) and 4-
hydroxytamoxifen(4-OHT).Theywere thendifferentiatedusingreducedmodifiedmedium without
EGF. FGF2, 4-OHT andwithremoval of othertreatments. Asanadditional control,some cellswere
leftuntreated inthe proliferative stage.Atproliferationday3and thenafter2 weeks of
differentiation,cellswerefixedandusedforimmunofluorescenceanalysis.Forchromatin,cellswere
treatedfor1hr withvehicle ordexamethasone inproliferationconditionsbefore harvestingfor
chromatin. Furtherinformationcanbe foundunder Appendix 3H:Tissue Culture Methodsfor
ReNeuron Cells (HPC03A/07).
Chromatinimmunoprecipitation (ChIP)
Thissectionof the methodologywasperformedbyDrBithell.
Cellswere fixedin1%HCHO inPBS for5 minutes thenquenchedin630 µl of 2M glycine for5
minutes toproduce a final glycine concentrationof 0.125M. Theywere thenwashed3times with
ice-coldphosphate bufferedsaline (PBS),scrapedoff dishesandcentrifugedat1300rpm for 5
minutesat4°C. The final PBSwashcontained1x protease inhibitors. Pelletswerethenre-suspended
inice-coldLysisBuffercontaining protease inhibitorandincubatedonice for30 minutes. A
microfuge wasusedtospin pelletnucleiat5000rpm for 10 minat 4°C before re-suspensioninto
shearingbufferwithproteaseinhibitorsin17ml Falcontubes,storedonice.Chromatinwas then
sonicatedincyclesof 30 secondson,30 secondsoff,until the shearedchromatinwaswithin200-
600bp (determinedbyde-crosslinking25µl of each sample in200µl usingMilliQwater,8µl 5M NaCl
and 10µg RNase A for4h at 65°C. 10µl of Proteinase Kwasthenaddedandsampleswere incubated
for 2hr at 42°C before DNA cleanupand gel electrophoresis).The sharedchromatinsampleswere
centrifugedat10,000 rpm at 4°C for 10 minutesandsupernatantchromatinremovedforuse.
Protein-Gmagneticbeads(PGMbeads) were firstpre-blockedbyrotatingat4°C 4x 10mins inmRIPA
with1x protease inhibitorsand1mg/ml Bovine SerumAlbumin(BSA),thentwice with1ml mRIPA
bufferwith1x protease inhibitors.Chromatinwaspre-clearedusing20µl of proteinG magnetic
(PGM) beadsineachchromatinsample (Dex orEtOH) dilutedinmRIPA bufferwith1x protease
inhibitorsandrotatedduringincubationfor2h at 4°C. 20µg of chromatinwasusedfor eachChIP
reaction(36.7µl of Dex or 39.22µl of EtOH chromatindilutedto100µl in mRIPA/protease inhibitors).
PGM beadswere thencapturedand10µl of sample wasretainedatthisstage for use as input
chromatin.ChIPsampleswere setupinproteinLoBindtubeswith2.5µl or 5µl (5µg) of antibody,
377.5µl or 375µl of mRIPA bufferrespectively,100µl of pre-clearedchromatin(20µg) and20µl of
25x protease inhibitors. The followingantibodieswere used:anti-REST,rabbitIgG(providedby
Millipore);rabbitIgG(negative control providedbySigma);mouse monoclonal antibodyIgG2b
(provided byDiagenode) andrabbit pAb(providedbyThermoScientificPierce).Sampleswere
incubatedat4°C on a rotator overnight.Pre-blockedPGMbeadswere addedtoeachrotating
sample at4°C for fourhours.Supernatantwasremovedusingamagneticstandto pelletthe beads.
800µl Wash Buffer1 was added2x,each for3mins ona rotator,thenthe same technique wasused
for WashBuffer2 (1 x 3mins) and2x 3minsTris-EDTA (TE). Washedbeadswere re-suspendedin
100µl Elutionbuffer(alsofor10µl inputsamples). 4µl 5M NaCl and1µl RNase wasthenaddedand
sampleswere incubatedat65°C for4 hoursto de-crosslink.
At roomtemperature,2µl Proteinase K (10mg/ml) wasaddedthensampleswere incubatedat 42°C
for 2h, thenallowedtoreturntoroom temperature again.Magneticbeadswere re-captured,and
supernatant(containingDNA) removed forclean-up.DNA waspurifiedusingaQiagenQIAquickPCR
cleanup kitaccordingto the manufacturer’sinstructions.Thisinvolvedmixingsampleswith5x
volume of bindingbuffer andapplyingtoacolumn.Thiswasspun at 13000rpm for 30-60s. Flow-
throughwas discardedand0.75ml washbufferPE wasappliedtothe columnanda furtherspinat
13000rpm for 30-60s was conducted.Flow-throughwasdiscardedagain,the columnwasspunat
13,000rpm for2mins andthe columnwasplacedina new 1.5ml Eppendorf tube.The DNA was
elutedinto50µl of HPLC H2O bycentrifugationat13000rpm for1min.Sampleswere storedat -20°C
until usedinQPCR.
Quantitative Real-time polymerase chain (QPCR) reactions
Thissectionof the methodologywasperformedbyKate Jones.
ChIP DNA samples (see above) were usedinqPCRreactionsto investigate changesinGRbindingby
amplificationof boundtargetsequences. Primersdesignedtobe compatible with Dscam,Gilz,Mt2a,
Sgk1 and Slc19a (see Appendix 3A:Forward and ReversePrimerSequences) were prepared instock
solutions,storedin1.7ml Eppendorf tubes, tobe usedin20µl reactions in96-well plate assays.Each
reactioncontained0.4/1.0µl of 10µM forward primer,0.4/1.0µl of 10µM reverse primer, 10µl of 2x
SYBR® greendye (Biorad),2µl of ChIP DNA and 6.6/6.0µl of high-performance liquidchromatography
(HPLC) grade water.The reagentswere mixed inamastermix withoutChIPDNA,aliquotted,and
each ChIP DNA sample added,includingwater/negative controls.Quantitative analysiswasbasedon
standardcurves for eachgene,usingthe average value of 2 duplicates containing0.1, 0.3, 1.0, 3.0,
10.0 and 30.0ng/ml. StepOnePlusfromAppliedBiosystems wasusedtoperformthe polymerase
chainreactionover3.5 hoursand subsequentanalysiswasthrough StepOnePlus software. The
polymerase chainreactionwasranover40 cycleswitheachsteptaking30s. Denaturationtookplace
at 95°C, annealingat60°C andextensionat72°C.
Immunofluorescence Staining/Immunocytochemistry
Thissectionof the methodologywasperformedbyDrBithell andKate Jones.
Mediumwas aspiratedfromthe HPC03A/07 culture mediumandexcessdebriswasremoved
throughcareful rinsingwithPBS.4%paraformaldehydewasaddedtopreserve cellsthroughcross-
linkingfor10 minutes,thenterminatedby3washeswith PBS.Cell membraneswerepermeabilized
using0.1% TX-100 (triton) inPBSfor 5 minutesatroom temperature toallow antibodiesaccessto
theirtargetintracellularepitopesandthenwashedagaininPBS.30µl of primary antibody solution
was usedpercoverslipincombinationwith10% normal seruminPBS.
The primaryantibodiesusedwere 1:1000 TuJ1 mouse IgG2a (beta-IIItubulin,fromCovance) which
recognises microtubulesin neurons;1:200 anti-GFAPmouse IgG1(Millipore) whichisspecificto
intermediate filamentsin astrocytes;1:1000 Ki67 polyclonal rabbitIgG(Abcam) whichisa
proliferationmarkerand1:60 anti-humanNestin mouse IgG1(fromR&D Systems),anNSC/NPC-
specificmarker.Sampleswere incubated withoutlightand atroomtemperature for2 hours and
washed with3x PBS to remove unbound antibody.The same stepswere alsoconductedforthe
secondaryantibodies.To examineneuronaldifferentiation, 1:1000 polyclonal goatanti-rabbitIgG
(foruse with anti-GFAP) fluorescentlytaggedwithAF-594and1:1000 goat anti-mouse monoclonal
IgG2a (foruse withTuJ1) fluorescentlytaggedwithAF-488were used.Toexamine NPCproliferation,
1:1000 goat anti-rabbitpolyclonal IgGwasused(todetectKi67) tagged withAF-594 and1:1000 goat
anti-mouse monoclonal IgG1(todetectNestin) fluorescentlytaggedwithAF-488.All goat-derived
antibodiesweresourcedfromInvitrogenLife Technologies.Nuclei were counterstainedusingDAPI
(4’,6-Diaminidino-2-phenylindole) dilutedfromstocksolution1mg/ml to1:2000 inPBS,appliedfor
one minute thenwashedoff.
Before mounting, PBSwasremovedontoatissue andinvertedontothe mounting mediumProlong®
(Gold) Antifade Reagent,then placedonthe coverslip.Theywere thenstoredforatleast24 hours
withoutlighttoallowthe mountingmediumtocure.Coverslipswere imagedusingappropriate filter
setson ZeissAxioimagerA1wide field epifluoresencemicroscope withAxiovisionsoftwareat40x
magnification.
Results andDiscussion
Establishmentof a functional ChIP protocol with REST ChIP
In orderto testthat the chromatinimmunoprecipitationprocedure worked,RepressorElement-1
SilencingTranscriptionFactor(REST) wasuseda positive control ChIP incombinationwiththe
primers fora bindingsite inthe Snap-25promoter(QR1primers,where RESTbinds), andfora site in
the codingregionof a gene where RESTdose notbind(QC3 primers,M4coding). Informationabout
REST’s bindingsite hasalreadybeenwell-establishedandtobe consistentwithpreviousfindings,it
was anticipatedthatthe REST ChIPs wouldshow significantrelativeenrichment atthe Snap-25
bindingsite and minimal enrichmentatthe M4coding site,toact as positive andnegative controls
respectively.
In the experimentinvolvingRESTandQR1 Snap-25,RESTconsistentlyshowedenrichmentbetween
35 and 40 fold relative toIgG.In these samples,GR showed amaximumof 3-foldenrichmentusing
eitherantibody.Comparatively,RESTshowed verylow levelsof enrichmentatthe M4coding region
(at 0.5 foldinDEX and 1-foldin EtOH ChIPs).Interestingly,minorenrichmentwasobservedin GR
ChIPs(1.5-2 in DEX samplesand2.5 to 3-foldinEtOH). Thisislikelytobe the backgroundlevel,
howeveritcouldsuggestlowlevel GRbindingwhichrequiresfurther study.
0
5
10
15
20
25
30
35
40
45
Foldenrichment
Conditions
Figure 1. REST bindsto QR1 Snap 25 significantlymore than GR in both dexamethasone and ethanol
samples.The graph showsthe average relative enrichmentof RESTand GR bindingatthe Snap-25gene
locusrelative toIgG,usingthe resultsof twobiological replicates,eachof whichusedthe average of 3
technical triplicate values. Rawvaluesforthe technical triplicatescanbe viewedin Appendix 3G:QR1
Snap 25 NumericalResults Data.
The highdegree of enrichmentof RESTat the RE1 site of the Snap-25gene,incombinationwithno
enrichmentof RESTat the M4coding gene,isconsistentwithwhatwasexpectedandindicatesthat
the ChIPprotocol is functional.Thissuggeststhatthe qualityof the componentsusedwithinthe
protocol,suchas the chromatinandbuffers,were suitable foruse infurtherexperimentsthat
investigatedchangesinGRbinding.
0
0.5
1
1.5
2
2.5
3
3.5
FoldEnrichment
Conditions
Figure 2. REST showsminimal bindingto the m4coding gene. The graph showsthe average relative
enrichmentof RESTand GR bindingatthe M4coding gene locusrelative toIgG,usingthe resultsof two
biological replicates,eachwhichusedthe average of 3technical triplicate values. Raw valuesforthe
technical triplicatescanbe viewedin Appendix 3F:M4coding NumericalResults Data.
ChIP assaysusingchromatinextractedfrom (HPC03A/07) usingdifferentantibodies againstGR(from
ThermoScientific(Thermo) andDiagenode)withrabbitIgG(rIgG) as a negative control were
performed toimmunoprecipitate andthus identifydirectGRtarget genes. Cellswere treatedwith
eitherdexamethasone (DEX) orethanol (EtOH),wheredexamethasone mimicscortisol andethanol
acts as a negative vehiclecontrol, tocompare the relative effectsof dexamethasone treatment.By
comparingbothconditions,we were able toqualitativelydefine whetherornot protein-DNA binding
occurs at a specificlocus andthenquantitativelyexaminethe relative effectdexamethasone hadon
the degree of GR binding.Thiswasmeasuredbyfoldenrichment,relativetoIgG. IgG is a non-
specificantibodyusedasanegative control ChIP todeterminethe thresholdlevel of background
noise.
Numerous primerpairs were thenusedtoamplifythe isolated,immunoprecipitatedstrandsof
genomicDNA forquantitative polymerasechainreaction (q-pcr) analysis.These include:Dscam,Gilz,
Mt2a,Sgk1 and Slc19a2. The primersequencesare available inthe Appendix3A:Forward and
Reverse Primer Sequences.
Optimisationof ChIPfor GR bindingin NPCs
PotentialGR binding at the Dscamnegativecontrollocus
ModifiedDscam wasusedas a negative control tomeasure the degree of non-specificDNA binding
and subsequentimmunoprecipitation,althoughintheorythisshouldnotexist.Onaverage, DEX-
treatedimmunoprecipitatedwitheitherGRantibodyshowedapproximately2.5-foldrelative
enrichment. EtOH-treatedsamples showed 3-foldand2.5-foldenrichmentforGR ThermoandGR
Diagenode respectively. Enrichmentatthe REST bindingsite waslow indicatingspecificitytowards
the GR and supportingthe conclusionthatthe ChIPprocedure wasfunctional. There isasignificant
amountof variabilitybetweenthe biological replicates thattargetthe GR bindingsite,asshownby
the standard error,particularlyforethanol containingsamples. The resultsshow thatthe GRbinds
to the Dscam gene bothin the presence andabsence of dexamethasone,althoughthe variabilityin
resultsmakesitdifficulttodeterminethe extentof agonistorinhibitoryeffectthatdexamethasone
has on GR bindinginthiscase and furtherstudiesare neededtoelucidatethis.
0
1
2
3
4
5
6
Foldenrichment
Conditions
0
0.5
1
1.5
2
2.5
3
3.5
FoldEnrichment
Conditions
A
B
0
1
2
3
4
5
6FoldEnrichment
Conditions
Figure 3. GR bindsto Dscam in the presence orabsence ofdexamethasone. Graphsshow the relative
enrichmentof GRand REST bindingatthe DSCAMgene relative toIgGcontrols.Infigure 3A,y values
representthe meanaverage of correspondingyvaluesinfigures3Band3C. Infigure 3B and 3C, y values
correspondtothe meanaverage of technical triplicates,excludingresultsdeemedanomalous.Raw
valuesforthe technical triplicatescanbe viewedin Appendix 3B:DSCAMNumericalResults Data.
C
GR binding atthe Gilz positivecontrol locus may be inhibited by the presenceof dexamethasone
Glucocorticoid-inducedleucinezipper(Gilz) isa mediatorof GR-dependantimmunomodulation
pathways.Transactivationof the GR increases Gilztranscriptionandso GR bindingatthislocuswas
expectedwithinourexperiments. The gene therefore servesasafurtherpositive control. Ourresults
show GR enrichmentof the Gilzlocus inthe absence of dexamethasoneandinsome samples
containingdexamethasone.Onaverage,approximately2-foldenrichmentwasobservedinGR
samplescontainingdexamethasone,whichisdeemednon-significantanda4.5 foldenrichmentwas
seeninsamplescontainingethanol. Thiscouldsuggestthatdexamethasone hasaninhibitoryeffect
on GR binding. RESTwas notenrichedineitherconditions(DEXorEtOH),withlessthan1-foldin
dexamethasone andjustover1-foldinethanol,thoughthislattersample alsohadmore variation
betweenbiological replicates.
0
1
2
3
4
5
6
FoldEnrichment
Conditions
0
1
2
3
4
5
6
FoldEnrichment
Conditions
A
B
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
FoldEnrichment
Conditions
C
Figure 4. GR bindsto Gilzin the presence orabsence of dexamethasone. Graphsshow the relative
enrichmentof GRand REST bindingatthe Gilz locusrelative toIgG controls.GR bindsmore readilyin
samplescontainingethanol comparedtothose containingdexamethasone.Infigure 4A,yvalues
representthe meanaverage of correspondingyvaluesinfigures4Band4C. Infigures4B and 4C, y
valuescorrespondtothe meanaverage of technical triplicates,excludingresultsdeemedanomalous.
Raw valuesforthe technical triplicatescanbe viewedin Appendix 3C:GILZ NumericalResults Data.
GR binding atthe Mt2a positivecontrollocus may be increased by the presenceof dexamethasone
Metallothionein2A (Mt2a) isa knownGR targetand thusservesas a positive control inour
experiment.Ourresultsconsistentlyshow that significantenrichmentof the GRat this locus occurs
inthe presence of dexamethasone,butthere issome variabilityinthe ethanol containingsamples.
The average of the resultsindicatesthatdexamethasone increasesenrichment between2.7- and
3.5-foldcomparedtothe control and between2-2.5-foldinthe ethanol vehicle,howeverfurther
investigationisneeded.
REST doesnot showenrichmentineitherDEXor EtOH, there isapproximately1-foldaverage
enrichmentinboth,withlowvariabilitybetweenthe biological replicates.Thisisconsistentwith
whatis expectedof the negativecontrol,asthere isnoRE1 bindingsite atthe Mt2a locus.This
supportsthe validityof the resultsof GRbinding.
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
Foldenrichment
Conditions
0
0.5
1
1.5
2
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Foldenrichment
Conditions
B
A
0
0.5
1
1.5
2
2.5
3
3.5
4
Foldenrichment
Conditions
Figure 5. GR bindsto Mt2a with and without the presence ofdexamethasone. Graphsshow the relative
enrichmentof GRand REST bindingatthe Mt2a gene locusrelative toIgGcontrols. GR bindsmore
readilyinsamplescontainingdexamethasone comparedtothe ethanol control. Infigure 5A,yvalues
representthe meanaverage of correspondingyvaluesinfigures5Band5C. Infigures5B and 5C, y
valuescorrespondtothe meanaverage of technical triplicates,excludingresultsdeemedanomalous.
Raw valuesforthe technical triplicatescanbe viewedin Appendix:Mt2a NumericalResultsData.
C
GR binding atthe Slc19a2 positivecontrol locus may be increased by the presenceof dexamethasone
Slc19a2 was usedas a positive control,followingdataof successful GR-bindinginA549human lung
cells(Soetal.,2007). Significantaverage enrichment of GR at the Slc19a2 locuswas observedin
bothsamples butwas higheroverall inthe presence of dexamethasone,at5.5-fold,3-fold,2-fold
and 1.5-foldinthe DEX GR Thermo,DEX GR Diagenode,EtOHThermoandEtOH Diagenode samples
respectively. There isalargerdistinctioninthe resultswhencomparingDEXto EtOH inthe first
biological replicate,withveryhighrelative enrichmentvaluesforDEXsamplesandnoenrichmentat
EtOH. If this resultwasto be replicated,itcouldsuggestthatdexamethasone isrequiredforGR-
bindingatthe Slc19a2 locus.Inthe secondbiological replicate, noenrichmentisobservedexceptfor
inEtOH Thermoat approximately3.2-fold. Itislikelythatthe datafrom the firstbiological replicate
ismore reliable,asthisisconsistentwithexpectationsof apositive control,howeverfurtherstudies
are neededtoconfirmthese findings.
On average,noenrichmentof RESTat the Slc19a2 locuswasobserved,whichisasexpectedasitwas
a negative control.Thissuggeststhatdespitethe variationinresults,the ChIPprocedure usedwas
appropriate andthat erroris likelytooriginate fromthe PCRreactions.
-1
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Figure 6. GR bindsto Slc19a with and without the presence of dexamethasone. Graphsshowthe
relative enrichmentof GR and REST bindingatthe Slc19a gene locusrelative toIgGcontrols. GR binds
more readilyinsamples containingdexamethasonecomparedtothe ethanol control. Infigure 6A,y
valuesrepresentthe meanaverage of correspondingyvaluesinfigures6Band6C. Infigures6b and 6c, y
valuescorrespondtothe meanaverage of technical triplicates,excludingresultsdeemedanomalous.
Raw valuesforthe technical triplicatescanbe viewedin Appendix:Slc19a NumericalResults Data.
GR binding atSgk1 locus may be dependenton thepresence of dexamethasone
Serine/threonine-proteinkinase 1(Sgk1) isa GR target gene associatedwithmediationof the
Hedgehogsignallingpathway (Anackeretal.,2013b).GR bindingatthe Sgk1 locusinNPCswas
enrichedbyapproximately5-foldinDEXtreatedsamplescomparedwithapproximately2-foldin
EtOH vehicle controls,suggestingthatdexamethasoneadministrationisrequiredforGRbinding.
Furtherstudiesare neededtoconfirmthese findingshowever,asthere isa large amountof
variabilityinthe resultsfrombiological replicatesof DEXtreatedsamples. Inthe firstbiological
replicate (figure7B),DEXsamplesshowapproximately7to 8-foldenrichmentcomparedto1.5 to 2-
foldenrichmentinthe second(figure 7C),whichisnotgenerallyconsidered significantdue tobeing
relative toIgG.Minimal enrichmentisobservedinEtOHsamplesfrombothreplicates.
REST showsan average of approximately3-foldand1-foldenrichmentinDEXandEtOH treated
samples.The biological replicatesof DEXtreatedsamplesshow approximately6-fold(figureB) and
0.5-fold(figure C) enrichment.RESTwasintendedforuse asa negative control asthere isno known
RE1 bindingsite atthe Sgk1 locus,therefore the resultfromthe secondbiological replicate (figureC)
islikelytobe more accurate.Althoughthe possibilityof RESTbindingshouldnotbe excluded, itis
noteworthythatmostenrichmentvalues,includingREST,are higherinthe firstreplicate.Thiscould
implicate amore general erroneousresult,whichislikelytohave arisenfromerrorsinthe PCR
reaction.
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Figure 7. GR bindsto Sgk1 with and without the presence ofdexamethasone. Graphsshow the relative
enrichmentof GRand REST bindingatthe Mt2a gene locusrelative toIgGcontrols. GR bindsmore
readilyinsamplescontainingdexamethasone comparedtothe ethanol control. Infigure 7A,yvalues
representthe meanaverage of correspondingyvaluesinfigures7Band7C. Infigures7B and 7C, y
valuescorrespondtothe meanaverage of technical triplicates,excludingresultsdeemedanomalous.
Raw valuesforthe technical triplicatescanbe viewedin Appendix:Sgk1NumericalResultsData.
B
C
Summary
ResultsfromChIPdata showsuccessful optimisationof the procedure.We are confidentthatthe
ChIPprocedure isfunctional due tothe Snap-25andM4coding resultsbeingconsistentwithwhatis
expectedof positive andnegative controlsforRESTbindingrespectively.
Resultsfromthe PCRdata showsthat there maybe directGR bindingatthe Sgk1 locus,whichis
dependentonthe presence of dexamethasone.The resultsof the positive controls Mt2a,Slc19a2
and Gilz improve the validityof ourexperimentsbyshowingthatthe ChIPandPCR procedures
display positive resultswhereexpected.Atthe Dscamnegative control locus, ourresultsindicated
that some GR bindingmaybe present despite theorysuggestingthatitshouldnot.Alternatively,the
perceivedGRbindingmaybe at leastpartially attributable tothe Dscamprimerdesign.Infuture
studiesitwould advisable touse adifferentGRnegative control locus if possible.
Immunofluorescence imagingofchangingmorphologiesinHPC03A/07 NPCs
Qualitative analysisof cellswasthenconductedusingimmunofluorescence labellingtoestablishthe
effectsof dexamethasoneand/orsertraline oncellularproliferationanddifferentiation.Similarto
our previousexperiments,ethanol wasusedasa negative vehicle control.The ethanol concentration
was doubledinsampleswhere the intentionwastocompare the effectsof samplescontainingboth
sertraline anddexamethasone. Thisactedasa control for the volumesof sertralineand
dexamethasone added,bothof whichuse EtOHas a solvent. A furthernegativecontrol wasused
whichwasuntreatedwithanyvehicle otherthanreducedmodifiedmedium(without
FGF2/EGF/4OHT).
The effectsof dexamethasoneand sertralineon neuralprogenitorcells at proliferation day 3
NPCswere growninvaryingconditionsfor3 daysand labelled withDAPI,NestinandKi67
conjugatedwithdifferentfluorochromestopermitimmunoflouresceneimaging.The conditions
were treatmentwitheitherdexamethasone1µm,sertaline 1µm, dexamethasone 1µmandsertraline
1µm, ethanol 0.1mMor ethanol 0.2mM. A furthercontrol was alsocreatedwherebythe cells
receivednotreatment.Ourresultsshow thatdexamethasone mayhave aninhibitoryeffectonNPC
proliferationthatiscounter-actedtosome extentbyco-treatmentwithsertraline.
Figures8a and 8b: Scale bar: 20µm. The top leftpanelsindicatestainingbyDAPI(blue);topright:
Nestin(green);bottomleft:Ki67(red) andthe bottomright panel combinesimagestakenfromall
filtersets. DAPIhasbeen usedtostainall cell nuclei;Ki67isa non-specificcellularproliferation
markerand Nestinstainsanintermediate filamentfoundinNSCs/NPCs. The white arrow intopleft
quadrantof figure 8Ai showsan example of anucleusina cell thatis notproliferating.The white
arrow inthe bottomleftquadrantof thisfigure showsanucleusof a proliferatingcell,asindicated
by a positive Ki67stain.
These figures show thatdexamethasoneslightlydecreases NPCproliferationatday3 comparedto
the negative vehicle control EtOH.Thisis shownby increasednumbersof Ki67-positivecellsin both
ethanol samples (figures8Bi and 8Bii) relative tothat observedinfigure 8Ai.Sertraline-treatedcells
alsoshowedincreased proliferationcomparedtodexamethasone.Allcellstreatedwithsertraline
were showntobe positive forthe Ki67marker(figure 8Aii).Cellsthatwere co-treatedwith
sertraline anddexamethasone showedanintermediate amountof proliferation comparedtoeach
stand-alone treatment,withapproximatelyhalf of the cellsstainedbeingKi67positive (figure8Aiii).
Control samplesandthose treated withethanol alone appearedtobe greaterincell numberand
showsimilarrelativeamountsof proliferationcompared tothose co-treatedwithdexamethasone
and sertraline.
Morphological changes asa resultof the differentconditionsare minimal.Inthe untreatedsample,
there appearsto be a highercell countwithincreasedclustering,howeverthe significance of thisis
unknown.
i)
Dexamethasone
1µm
ii) Sertraline
1µm
iii)
Dexamethasone
1µm and
Sertraline 1µm
8A
i) Ethanol 0.1mM
ii) Ethanol 0.2mM
iii) Control
8B
The effectsof dexamethasoneand sertralineon neuronaldifferentiation atday 14
Followingtreatmentinproliferativeconditions,NPCswere allowedtodifferentiateinthe presence
of eitherdexamethasone1µm,sertaline 1µm, dexamethasone 1µmandsertraline 1µm, ethanol
0.1mM or ethanol 0.2mM. As before,anadditional untreatedcontrol wasalsocreated.Ourresults
suggestthatdexamethasonehasaninhibitoryeffectonneuronal differentiation.Thiscouldeither
be a consequence of cell deathoranincrease inthe proportionof cellsthatdifferentiate into
astrocytes. Treatmentwithsertraline increasedthe extentof neuronaldifferentiationbothinthe
presence andabsence of dexamethasone.
Figures9a and 9b: Scale bar: 20µm. The top leftpanelsindicatestainingbyDAPI(blue);topright:
TuJ1 (green);bottomleft: Anti-GFAP(red) and the bottomrightpanel combinesimagestakenfrom
all filtersets.DAPIhasbeenusedtostainall cell nuclei;TuJ1isstainsmicrotubulescontainedin
neuronal cells andAnti-GFAPstainsanintermediatefilamentfoundin astrocytes. Figures9Ai and
9Bi, 9Bii and 9Biii showthat differentiationintoneuronsisreducedinthe presence of
dexamethasone comparedtonegativecontrols,asshownbylowerTuJ1staining.Incellstreated
withsertraline,neuronal differentiationisincreasedcomparedtocontrols (see figure 9Aii in
comparisontofigures 9Bi, 9Bii and9Biii).Co-treatementwithsertraline anddexamethasone (figure
9Aii) showsan intermediateamountof neuronsinrelationtoastrocytes.
Furthermore,in 9Ai an example of anasteron(a hybridcell thatcontainspropertiesof both
astrocytesandneurons) ishighlighted (Laywell etal.,2005). The nucleusisshownbythe white
arrow and can be foundinthe same positioninall quadrantsof the figure, indicatingthatitisboth
TuJ1 and Anti-GFAP positive. The presenceof asteronswasnotobservedinothersamplesanditis
therefore difficulttopredictthe significance of this.
It isdifficulttoassessthe effectsof dexamethasoneonneuronal morphologydue tothe low number
present(figure 9Ai).Those thatdoexistappeartobe smallerbutwithmore dendriticregions.This
effectseemstobe consistentwhensubsequentlycomparingcellstreatedwithsertralinealone
(figure 9Aii) tothose that receivedcotreatmentwithsertraline anddexamethasone (figure9Aiii),
wherebyinthe lattersample there isalsogenerallyahighernumberof dendriticregionsobservedin
neurons.
i)
Dexamethasone
1µm
ii) Sertraline 1µm
iii)
Dexamethasone
1µm and
Sertraline 1µm
9A
i) Ethanol 0.1mM
ii) Ethanol 0.2mM
iii) Control
9B
Discussion
Establishinga working ChIP protocol
The firstaim of these experimentswastoensure thatthe procedure usedforchromatin
immunoprecipitationwasfully-functional.Totestthis, repressorelement-1silencingtranscription
factor (REST) bindingwasfirstvalidatedbymeasuringthe relative enrichmentof RESTat a gene
where itwasknownto bindas well asone where itwasnot. Asexpected,RESTshowedsignificant
enrichmentatthe knowntargetgenes,averagingatbetween 35- to40-foldenrichmentin
dexamethasone andethanol-treatedHPC03A/07NPCs.Thisshowsthat the procedure usedforChIP
inour experimentswassuccessfulandthatthe chromatinand REST antibodieswereappropriate.
Therefore,errorsinexperimentsthatinvolve GRbindingare likelytoresultfromproblemswiththe
GR antibodiesand/orthe quantitative polymerase chainreaction(qpcr).
Both GR antibodies(fromThermoScientificPierce andDiagenode) showedarelativelylow but
significant3-foldand2.5-foldenrichmentatthe M4coding locusinEtOH treatedsamplesfromone
biological replicate.GRwas notexpectedtobindinthisregion,whichsuggeststhatthese antibodies
exhibitednon-specificbindingtosome extent.However,the GRbindinginthe otherbiological
replicate wasasexpected.ItislikelythaterrorinvolvingGRtargetgenesmayalsobe predominantly
technical andassociatedwiththe qpcrprocedure.Thisisdiscussedfurtherinthe section: Errorand
furtherconsiderationsforexperimentoptimisation.
Overall,we achievedourfirstaimof successfullyoptimisingthe ChIPprotocol foruse in
interrogatingputativeGRtargets.
Establishingthe extentof GR-bindingat target genes
PreviousworkbyAnackeretal…Knowntargetgenesof the GR were showntohave higherrelative
enrichmentvaluesrelative tointernal controlsandthe negative control gene, Dscam. Furthermore,
we were able todetermine the extentof inhibitoryand stimulatoryeffectsthatdexamethasonehad
on GR-bindingatthe targetgenesandour resultsare largelyconsistentwithpreviousfindings,
howeverthere issignificant variabilityinsome results andfurtherstudiesshouldbe conductedto
confirmthese.
Of the twovalidatedand GR specificantibodies used,samplesthatcontainedGR-Thermo,arabbit
polyclonal antibody,typicallyshowedhigherenrichmentvalues forGR.Our resultscouldindicate
that GR-Thermoantibodymaybe more effectiveatbindingtothe GR in ourChIP conditions
comparedto the monoclonal GR-Diagenode antibody.Monoclonal antibodiesare oftenfavoured
due to theirhigherspecificitytowardsasingle epitopeandthussubsequentlylowerbackground
noise,howeverinourexperimentsthe use of apolyclonal antibodyhasbeenadvantageous.This
couldbe due to the fact thatit can recognise multiple epitopesonthe same GR proteinandthusbe
slightly more resilientagainstanymaskingthatcanoccur due to areas of heterochromatin
formation. (Lipmanetal.,2005). Regardless,bothantibodieswereadequateandshowedconsistent
enrichment.Thus,ourfindingsshowthatwe have a workingprotocol todetermine GRbindingusing
commercial GR antibodies,whichcanbe usedinthe future forstudiesthatinvestigateothergene
loci that may be directlyactivatedbythe GR.
PossibleGR binding atDscam negativecontrollocus
The Dscam gene isresponsible forthe formationof Downsyndrome celladhesionmoleculesandis
not knownto be a GR target.Modifiedversionsof previouslypublishedhuman Dscamprimerswere
usedinour experiments(see Appendix 3A:Forward and ReversePrimer Sequences) withthe
intention of improvingtheirefficiencyinthe PCRto act as a negative control region,basedonpoor
resultswithpreviousprimers(AB,personal communication).Regardless,the resultsindicate possible
GR bindingatthe Dscamlocus,whichthe presence of dexamethasone doesnotappearto
significantlyinfluence.Thiscouldsuggestpotential non-specificbindingwithinourexperiments,
whichcan resultinbackgroundenrichment,slightlydecreasingthe validityof relativequantitative
results.Alternatively,GRmayin fact bindtothisregionand thusinfuture experiments,abetter
negative regioncontrol wouldneedtobe selected. Toaccountfor this,a range of othercontrols
have alsobeenused incombination andenrichmenthasbeenmeasuredrelative toIgGinsteadof
throughabsolute quantification.
Gilz is an effectivepositivecontrol locusfor GR binding thatmay be inhibited by the presenceof
dexamethasone
The glucocorticoid-inducedleucine zipper(Gilz) geneiswell-knownasa mediatorof glucocorticoid-
dependantimmunomodulationpathways,yetitswidespreadexpressionsuggeststhatitmayalso
have more basic roles (AyroldiandRiccardi,2009, Yachi etal.,2007). Murine water-immersion
restraintstresstestsstronglyincreasedGILZmRNA expressionandsubsequentproteinexpression.
Furthermore,itwasobservedthatinmice withoutadrenal glands,up-regulationof GILZwasceased,
suggestingthatthe increase inexpressionwasdependantonHPA axisstimulation andsubsequent
cortisol release.(Yachi etal.,2007) Up-regulationof the gene wasobservedinseveral areasof the
brainassociatedwithstress,includingthe hippocampus,inanunevendistributionthatsuggested
specificfunctionalroles.Howeverthe exactnature of these roles stillremainsunclear,particularlyin
relationtohippocampal neurogenesis.PreviousresearchbyYachi etal observedincreased
expressionspecificallyinpyramidal neuronsof Ammon’shornandgranule neuronsfromthe dentate
gyrusas a response toincreasedHPA activation, butdidnotexaminethe effectsondifferentiation
or the formation of these cellsfrom respective precursors (Yachi etal.,2007).
Furthermore,whilstitisknownthatglucocorticoidsincreasetranscriptionof Gilzviatransactivation
of the glucocorticoidreceptor, the extenttowhichindividual syntheticglucocorticoidsinfluence
gene expressionisunknown.Whilstrecognisedasadexamethasone-induciblegene,there exists
contradictoryresultsarisingfromdexamethasone suppressiontests (Smitetal.,2005, Yachi et al.,
2007). Interestingly,othersyntheticglucocorticoidssuchashydrocortisone andbudesonide alsohad
varyingeffectson GILZ mRNA levels (Smitetal.,2005).
Our results suggestthatdexamethasonehasinhibitoryeffectson GRbindingatthe Gilz loci
comparedto the ethanol control. If these findingscanbe replicatedinthe future,itcouldsuggest
that inpatientswithcortisol-induceddepression,there isalowerextentof GRbinding inNPCs.
Combiningthiswithresearchdiscussedpreviously,thiscouldindicate that increased GR-bindingat
thisloci has an inhibitoryeffectonGILZ expression andthatsubsequently,cortisol-induced
depressionmayresult inlowerGILZexpression.However,thisassumesthat GR-bindinghasthe
same effectsongene expressioninbothNPCsandfullydifferentiatedneurons.Furtherstudiesare
neededtoconfirm ourfindingsof the effectsof dexamethasone onGR-bindingatthe Gilz locusand
then,throughparallel gene expressionanalysis,how GR-bindingatthe Gilz locusaffectsGILZ gene
expression.
The primary purpose of usingGilz in our experimentswasasa positive control toaidinthe
validationof ourresults.Thishasbeenachieved,asshownby consistentenrichmentof GR binding
at the Gilz locus. Additionally,noenrichmentof RESTbindingatthe Gilz locuswas observed,whichis
alsoas expectedasthere isnoRE1 bindingsite.Thus,the use of a REST antibodyinall GR binding
experimentsisasa furthernegative control.
Mt2a is an effectivepositivecontrollocus forGR binding thatmay be stimulated by dexamethasone
Metallothionein2A (Mt2a) isa gene whichfunctionsbybindingtoheavymetalsandplaysarole in
diseases suchascerebral lymphoma(Yangetal.,2007). There islittle evidence linkingMt2a
expressiontocortisol-mediateddepression,althoughone small studyshowedthat increased Mt2A
expressionwithinthe anteriorcingulate cortex inpatientswhohadcommittedsuicide (Sequeiraet
al.,2012). GR isknownto bindto MT2A locus andMT2A is consideredadexamethasoneinducible
gene,thusthisexperimentserves asapositive control.However, bindingof GR to the Mt2A locus
may be cell specific(Soetal.,2007). This couldbe due to differentchromatinstatesindifferentcells
and the subsequentextentof epigeneticmasking. ItwasunknownwhetherGRbindstothese gene
locusin HPC03A/07 cellsspecifically. TOur resultsshowedenrichmentinthe presence andabsence
of dexamethasone,butwithahigherenrichmentindexamethasone-treatedsamples,suggesting
that dexamethasone hasastimulatoryeffectonGR-MT2A binding. However,the variabilityinthe
ethanol containingsamplessuggeststhat technical sourcesof errorare likelytobe presentandthus
experimentsneedtobe repeated. Regardless,MT2A was a successful positive control inour
experimentsandGRbindingtothe gene loci wasas predicted.
Slc19a2 is an effectivepositive controllocus forGR binding thatmay be dependenton thepresence
of dexamethasone
Slc19a2 isa known,dexamethasone-responsive, humanGRtarget gene thatcodesfor a thiamine
transporterprotein (Soetal.,2007, Aoyagi and Archer,2011). The GR bindingsite ispositioned
upstreamof the gene,136 base pairs fromthe transcriptionstartsite (Soet al.,2007). In our
experiment,itwasintendedasapositive control,however previous dataonGR-bindingspecificityin
HPC03A/07 cellsislacking.Ourresultsindicate thatGRdoesinfact bindto Slc19a2 inHPC03A/07
cells,howeverthere issignificantvariationinresultswhencomparingthe effects of dexamethasone
to the samplescontainingethanolalone. NoenrichmentwasobservedforRESTbindingatthe locus,
confirmingthatthe ChIPprocedure usedwasaccurate.Variationinresultsislikelytobe a
consequence of technical errorassociatedwith the PCR.
On average,dexamethasone appearsto be a pre-requisite forGRbindingtothe Slc19a2 locus.
Furtherstudiesare neededtoquantifythe effectsof dexamethasone andconfirmthese findings.
Dexamethasoneincreases GR binding atthe Sgk1locus, which may directly upregulateSGK1 gene
expression
There isa significantamountof literature thatsuggeststhatSgk1,a GR targetgene,isinvolvedinthe
body’sresponse tostress (Lucaetal., 2009). The glucocorticoidbindingregionispositioned
upstreamof the gene (Soet al.,2007). The hedgehogpathwayisresponsibleforthe transmissionof
informationresponsibleforneural stemcell developmentwithinbothembryosandadultstemcells.
Accordingto researchbyAnackeret al,SGK1 is necessaryforcortisol induced,neurogenic, hedgehog
pathwayinhibitionandthussubsequentdecreasesinneurogenesis (Anackeretal.,2013a, Anacker
et al.,2013b). SGK1 alsoincreasedcortisol-dependantactivationof the GR byincreasingGR
translocationtothe nucleusandphosphorylation (Anackeretal.,2013b). Previousresultsfrom
Anackeretal showedthatSGK1 expressionisincreasedbyactivationof the GRreceptor.However,
directbindingof GR to SGK1 followingactivationwithcortisol ordexamethasonehadnotbeen
previouslyproven.
Our resultsshowsignificantbindingof GRat the Sgk1 locususingbothGR-targetedantibodies
tested.Ourresultsalsoindicate thatGR maytherefore up-regulateSGK1directly,inkeepingwith
the findingsfromAnackeretal., (Anackeretal.,2013b). Our resultsalsoshowedalowerbut
significantamountof bindinginethanol containingsamples,suggestingalow degree of GRbinding
and thuspossiblythatSGK1 expressionisnotdependentondexamethasone activation.
However,there isasignificantdegreeof variabilitybetweenthe biological replicates,whichislikely
due to technical errorassociatedwiththe PCRreaction. Notably,the differenceinthe extentof
enrichmentof GRbindingindexamethasone treatedsamples,betweenthe biological replicates, was
considerablyhigh.Furthermore,RESTbindingwasalsoobservedatthe Sgk1locusinone biological
replicate despite noknownRE1bindingsite and the use of an optimisedChIPprotocol. Therefore,
more studiesare neededtoconfirmourfindings.
If our findingscanbe replicatedandGR does upregulate SGK1directly,thismayhave important
implicationsforthe waysinwhichthisgene isutilisedasatherapeutictargettotreat stress-induced
depression.
Qualitative observationsof dexamethasone andsertraline’seffectsonneural progenitorcell
proliferationand neuronal differentiation
Our resultsare consistentwithfindingsbyAnackeretal (Anacker,2014, Anackeretal.,2013a)
suggestingthatsertraline mediatesbothproliferationanddifferentiation of hippocampalprogenitor
cells.
We firstexaminedthe effectsof sertralineanddexamethasone onNPCproliferation andobserved
that dexamethasone mayinhibitthis. Incellstreatedwithbothdexamethasoneandsertraline,this
inhibitoryeffectwasreduced,suggestingthatsertralineantagonisesthe effectsof dexamethasone.
We thenobservedthatincellsallowedtodifferentiate,those thatwere treatedwith
dexamethasone exhibitedlowerdifferentiationintoneurons.Thissuggestedthathighlevelsof
dexamethasone wereinhibitorytowardsneuronaldifferentiation,possiblybyencouragingthe
formationof astrocytesinstead. Similarly,the presence of sertraline counter-actedthiseffect.
Interestingly,hybridasteronswereobservedinsome samples,althoughthe relationshipbetween
differentiationintothesecellsandlevelsof dexamethasone and/orsertralineremainsunclear.
Asteronscanbe definedascellsthatshare the same morphologyasbothastrocytesandneurons.
Theyare hypothesisedtobe anintermediatestepbetweenthe differentiationof neuronsinto
astrocytes(Laywell etal.,2005).
Furtherstudiesare neededtoconfirmourfindingsandquantifythe effectsdescribedabove.These
shouldbe conductedona largerscale usingtechnical triplicatesandappropriatenumbersof
biological replicates.Quantificationcanthenbe achievedthroughstandardcell countingmethods.
From a broaderperspective, ourresultssupport the conceptthatsertraline mayexhibitanti-
depressanteffectsoutside of those describedinthe monoaminergichypothesis.Aspreviously
discussed,the combinationof highlevelsof dexamethasone andthe presence of sertralinemay
conferunique phosphorylationstatesatthe GR viaPKA signallingmechanismsatserine residues
S203, S211 and S226 (Anackeretal.,2011b). This mayhave significantconsequencesonsubsequent
GR-dependentgene expression,asourfindingssuggestthatleastone stress-relatedgene (SGK1) is
upregulateddirectlyasaresultof GR binding.The phosphorylationstate of the GR mayinfluence the
extentof GR binding,forexample throughmodificationof itscompatibilitywithvaryingtarget
chromatinstates. Future research testingthe effectsof sertraline anddexamethasone onGRbinding
at the SGK1 locus, usingouroptimised ChIPprotocol,maytherefore be useful,particularlyif ranin
parallel togene expressionanalysis.Itwouldalsobe goodtoassesswhetherornot GR bindsdirectly
to othergene loci usingourChIPprotocol such as P27kip 1
andp57kip2
where the phosphorylation
state of the GR hasalreadybeenestablishedtoinfluence expressionandwherebythe geneshave
alreadybeenlinkedtothe terminationof cell divisionandincreasesinneuronal differentiation.
(Galliher-Beckleyetal.,2008, BlindandGarabedian,2008, Chenetal.,2008, Kumarand Calhoun,
2008, Websteretal.,1997, Anackeretal.,2011b).
Potential errors and further considerationsfor experimentoptimisation
As previouslydiscussed,itislikelythatthe majorsourcesof error inGR-bindinganalysesare due to
technical mistakesassociatedwiththe q-pcrprocedure.Thisincludeshumanerror,suchas variation
inpipettingtechnique.The percentage errorarisingfromsuchvariablesislikelytobe highdue to
the small volumesof solutionsused,particularlygiventhatthe standardcurveswere alsosubjectto
thiserror. Anothersource of human errorin the q-pcr reactioncouldinclude incomplete thawingof
reagentsbefore use,resulting inunevenlydistributedconcentrations.
There may alsobe casesof systematicerror. The nature of polymerase chainreactionsrequires
everyindividual reactiontobe optimised.The mainstepsof PCRare denaturation,annealingand
extension.Eachmaybe a potential source of errorif the time givenforeachis notcarefully
considered.Forexample,notenoughtimegiventothe denaturingstepcanresultinincomplete
strand separation,hinderingthe abilitytobindtospecificprimersinthe annealingstage. Inthe
annealingstage,toolowof a temperature permitsnon-specificbinding. The time giventoeachstep
and the numberof cyclesperformedwasbasedupon the numberof base pairsinthe target
sequence.The efficiencyof the reactionswere thenobservedbasedandprimerswere then
optimisedaccordingly.
The frequencyof calibrationchecksof the qpcrmachine wasunknown. Additionally,onanalysisof
the meltcurvesof some samples,the peakindicatingprimerdimerizationwaspresentinsome
samples. Itmayalsobe possible thatsome primersboundtonon-targetregionsof DNA,forexample
due to repeatsequences. M4codingandSnap25 primerswere designedindividuallyusingPrimer3
to checkfor possibilityof secondarystructure formationandthusreduce errorfromDNA hairpins.
However,otherprimersthatwere usedoriginatedfromexistingpublicationstocompare resultsto
knowndata andit may be possible tofurtheroptimise theseinfuture experiments.
From the ChIPprocedure, itisunlikelythatthe degree of errorwasas significant.Howeverone
potential source of errorinthis is slightvariationinchromatinsize due totimingsof eachstage,
whichcan affectPCRkinetics.
In future experiments, itmaybe more cost-effective toconductgenome wide ChIPsequencing
analysisof GR binding, if analysingalarge numberof genes. Itmay alsointerestingtorungenome-
wide gene expressioninparallel tothis,tofurtherelucidate the directeffectsof GR-bindingongene
expression. If budgetpermits,there is alsothe potential forerrorinthe q-pcrto be reducedthrough
the use of sequence specificfluorescentDNA probes.These are more selectivetowardsthe target
DNA to be amplified,thusdecreasinglevelsof backgroundnoise.
Withrespectto the immunofluorescence stainingexperiments,the time-frameinwhich they were
carriedout made quantitative analysisthroughcellcountingunfeasible. The imagesobtainedfrom
these experimentsmayalso be subjecttosamplingbias. Leakage of fluorescence signal into
differentfilterssetsmayalsohave beenaproblem, forexampleredlight sometimesleakedinto
imagesviewedunderthe greenfilterset.Inideal circumstances,cellcounting wouldallow usto
furtherelucidate informationregardingthe effectsof dexamethasone and/orsertraline on
hippocampal cell proliferationanddifferentiation. If thiswere tohappen,more biological replicates
wouldbe neededtoensure reliable resultsandsubsequentstatistical analysis. Use of a confocal
microscope may alsobe preferable due tothe abilitytocontrol depthof fieldandthusreduce the
amountof backgroundinformation,particularlyinanalysisof differentiationpatternswhere
clusteringof cellsalongthe zplane wascommon,howeverthisisunlikelytohave hada significant
impacton our findings.
Conclusions and future work
We have establishedanoptimal chromatinimmunoprecipitationmethodforuse inthe analysisof
GR-bindinginHPC03A/07 cells.The gene of primaryinterestinourexperiment,Sgk1,wasfoundto
bindto the GR directly anddexamethasonehasastimulatoryeffecton the extentof this.Low levels
of Sgk1-GRbindingwere observedinsamplesonlycontainingethanol. Due totechnical variability,
furtherconclusive studiesare needed,howeverouraverage results extendupon findingsfrom
Anacker(Anackeretal.,2013b). We recommendfurtherstudiesusingouroptimisedChIPprotocol
to investigateGRbindingatmore gene loci inthe presence andabsence of dexamethasone and
antidepressanttreatment. Qualitativeanalysisof immunofluorescentlystained HPC03A/07showed
that dexamethasone reducesproliferationandmayinhibitdifferentiationintoneurons,possiblyby
directingdevelopmentintoastrocytesinstead.Sertralinedoes notsignificantlyincrease proliferation
or differentiationof cellscomparedtothe negativecontrol,butdoesappeartocounteractthe
effectsof dexamethasone,suggestingthatcortisol-induceddepressionisrequiredforatherapeutic
effectonhippocampal neurogenesis.Furtherstudiesare neededtoquantifythe effectsof
dexamethasone andsertraline oncellulardevelopment.Itwouldalsobe interestingtoanalyse
changesinmorphology,suchas the numberandsize of dendrites onneuronal cells.Some samples
were alsofoundtocontainastroneurons,howevertheirrole indepression,if itdoesexist,is
currentlyelusiveandtheirrelationshiptodexamethasone and/orsertralinelevelsisunknown.
AcknowledgementsandReferences
Many thanksto Dr AngelaBithellforhercontinual support,patience andencouragement
throughoutthe project.
Appendix1: Outline Proposal
Background:
Depressionisacommonaffective disordercharacterisedbysustainedperiodsof low mood,often
combinedwithsymptomssuchasanhedonia,guilt,low self-esteem, appetitechanges,fatigue,sleep
disturbance andimpairedconcentration[1].The WorldHealthOrganisation(WHO) identifiesthe
disorderasa publichealthdilemmaof global concern[1].There are several psychological,
sociological andbiological theoriesthatattempttoaddressthe disorder’sunderlyingcause.
Biologically,dysregulationof monoaminergicsystems,particularlythosethatinvolveserotonin,have
longbeenthoughtof as key[2].However,emergingevidence suggeststhatinasubsetof depressive
patients,the serotonergicdeficithypothesisisoverlysimplisticandcannot,inisolation,be
responsible.Inthese patients,itisproposedthata lackof correct hippocampal neurogenesiscould
be linkedtoboththe cause of depressionandresponsetoantidepressanttreatments.Thisis
supportedbydata showing,forexample,thatthe time ittakesforselective serotoninre-uptake
inhibitorstoworkissimilartothe time requiredforthe formationof functionalneuronesfromtheir
neural progenitorcells[2].Antidepressantshave alsobeenshowntoincrease hippocampal
neurogenesisandsubstantiallydecreasedratesof neurogenesishave beenobservedinuntreated
depressivepatients[2] [3].Basedonthisevidence, itfollowsthatanunderstandingof the molecular
mechanismssurroundinghippocampal neurogenesismayaidinfurtherdevelopingouroverall
understandingof depressionandneurochemical targetsthatcouldbe utilisedtoenhance therapy.
Cortisol isa steroidhormone thatacts onthe glucocorticoid(GR) andmineralocorticoidreceptors
(MR),whichare locatedinthe hippocampus.MRsare typicallyactivatedatawiderrange of cortisol
levels,therefore exhibitinglesssensitivityinrelationtoGRs[4].GR activationrequireshigherlevels
of cortisol andwill be the focusof thisresearch.It isthoughtthat intheirdefaultstate,GRsexistas
an inactive formwithinthe cytoplasm.Uponcortisol binding,aconformational shape change causes
the receptorproteintobe activatedand move tothe nucleusasa monomeror dimer.Bothtypes
are linkedtoactivationof varioustranscriptionfactorsthroughthe bindingof the GR to a GR
response elementingene promoters,aprocessknownastransactivation.Importantly,the level of
transactivationmediatesthe level of hippocampal neurogenesisanddifferentiation.Studieshave
shownthat depressedpatientstypicallyexhibithigherlevelsof cortisol,whichisinversely
proportional tohippocampal neurogenesis[2].However,the mechanismsunderlyingthisare not
fullyunderstood.
Aim: To investigate the effectsof cortisol andantidepressanttreatmentonhippocampal
neurogenesisthroughGRbindinganddownstreamgene expression.
Objectives:
Examine neural stemcell GR bindingwithvaryingconcentrationsof glucocorticoidand
antidepressantdrugs,atspecificgene loci.
Explore howchangesinGR bindingdetermine phenotypicvariationsincell morphology,viabilityand
the extentof differentiationandproliferation.
(If time permits) Investigate GRbindinginalternative celltypes,withvaryinglevelsof glucocorticoid
and antidepressantdrugs,usingpubliclyavailable genome-widedatasets.
References:
[1] Marcus M et al (2012), Depression:A Global Crisis.WorldFederationforMental Health:
Occoquan(Virginia).6-8.
[2] Mahar et al.(2014). Stress,serotonin,andhippocampalneurogenesisinrelationtodepression
and antidepressanteffects.Neuroscience &Biobehavioral Reviews.38,173-192
[3] Boldrini,Metal. (2012). Hippocampal AngiogenesisandProgenitorCell ProliferationAre
IncreasedwithAntidepressantUse inMajorDepression.Biological Psychiatry.72(7),562-571
[4] Anackeretal. (2013). Glucocorticoid-RelatedMolecularSignalingPathwaysRegulating
Hippocampal Neurogenesis.Neuropsychopharmacology.38(5), 872-883
Appendix2: Response to referee’scomments
Abstract
Typically don’t reference within the abstract.
Make clearwhat yourcell line isearlieron.
Referenceswereremovedandcell lineisnow
specifiedatthe earliestpointcellsare
mentioned
Introduction
Full stopsdon’tcome before areference Reference citationswere amendedsothatfull
stopscame afterwards
Thirdparagraph needsreferencing Thirdparagraph was updatedwiththe
appropriate reference
Paragraph 8 is confusing –needto clarify
resultsfromAnacker2011 study
Wordingof this paragraphhas beenimproved
Whensay evidence suggestsstrong
involvementof genesincluding Sgk1,Fkbp5etc.
needtoelaborate onwhatthe evidenceis
Evidence hasbeenclarified(fromgene
expressionanalysis) andelaboratedon
Be careful notto confuse DNA withchromatin Thishas beenrectifiedthroughoutthe text
Final ‘aims’ paragraph needs some re-wording
to make clearer the main aims, including to
establish a working GR ChIP and to look at
changes in GR binding to putative target genes.
Thisisthe central ideaof the projectandhasnot
beendone inthismodel sofar
Thishas beenre-wordedforclarificationand
the aimshave beenaddedin
Materialsand Methods
Incell culture,needtostate thiswasdonebyAB
and more precisely when growth factors were
in/out and for how long cells were in
proliferation/dex/sertetc.thendifferentiation.
I have listedatthe top of each relevantsection
whoconductedthe work.Growth factor
conditionswere made more specific.
ChIPprotocol needstoincludehowpre-blocking
and pre-clearing were done precisely and to
include how de-crosslinked ChIP DNA was
purifiedatthe endbefore PCR
I have addedthisinformationassuggestedin
line withothercorrespondence.
qPCR needs conditions for PCR programme and
greaterdetail
Greaterdetail hasbeenaddedusing
information fromthe original protocol.
ICC/immunofluorescenceneedsfull detailsof all
primaryand secondaryantibodiesusedandthe
dilution factors as well as explanation of why
each markerwasused.
Greaterdetail hasbeenaddedwithhelpfrom
furthercorrespondence andconsultingthe
original protocol andnotes.
Results
Titles for sub-sections need to say what the
resultisfor thatsection
Titleshave beenamended.
In all figure legends ensure you say what fold
enrichmentisrelativeto(i.e. IgG)
Thishas now beenspecified.
‘SI’ should be included as Appendices for the
thesis
Make sure it is clear that B and C are individual
biological replicates and A is the average of the
2 inPCR figures
SI has beenchangedtoappendices(allare
containedwithinAppendix 3)
Make clear why each gene locus was chosen to
interrogate
Thishas now beenmade clearthrough
specifyingwhichwere positive/negative
controlsect.
Ensure yousummarise the meaningof the result
at the end of each sub-section. E.g. if GR
enrichmentisatSgk1inDEXand notEtOH andit
is significantly (over 2-fold) above IgG then it
tellsyouthat the ChIP isworking,that GR binds
inresponse toDEXandisnotboundinuntreated
samples. Also, explain more carefully what you
meanwhendiscussingpossible sourcesof error
A small summaryhasnow beengivenineach
sub-section,followedbyalargersummaryat
the endof the results.Sourcesof errorhave
beenclarified.
Summarise all the PCR data briefly at the end
before making a sub-heading for the Immuno
experiments
A brief sub-sectionhasnow beenusedasa
summary.
Immunobitneedswork –needstobe expanded
to better describe the experiment done, why
and the results. You need to say which markers
were used on which cells and why. Then what
yousee andwhatthismeans(caninclude how it
fitswithpublisheddataisyoulike)
Thishas now beenextensivelyaddedto
Immuno part – all figures need legends to
explain what panels show including scale bars.
Some annotation would help e.g. arrows to
indicate things described in the text. (e.g.
asterons,anexampleof whichisshowninFigure
8A,white arrow).Alsoneedtosaywhatasterons
are.
Scale bars have now beenspecifiedwithinthe
mainfigure legendandexplanationaddedof
whatis withineachimage. Eachquadrant has
beengivenasubtype (I,ii,iii) andreferredto
withinthe textina logical order.Arrowshave
beenaddedtohighlightaproliferatingcell and
an asteron.
Discussion
First aim was to check ChIP was working – e.g.
chromatin good, buffers good etc. thus used
REST. Say whatREST isand reference.Thenalso
say next was to determine if this protocol was
suitable forGRChIPusing2antibodiesthatwere
beingtested
Thishas beenclarifiedanddiscussedmore
Do not always say our results support previous
findings – in places we are extending those
findings toinclude datathey didnot have – e.g.
Anacker et al., shoed gene expression changes
downstream of dex/GR activation but did not
show direct binding of GR to those genes (e.g.
Thishas now beenstressed.
Sgk1). You have done that and need to stress
that as it is a major finding and novelty of the
work
Again need better titles for sub-heading to
describe the importance of the findings
Be careful againnot to confuse gene expression
with GR binding/enrichment. You did not do
gene expressionanalysis
New titleshave now beengivenforsub-
sectionsandI have editedareaswhere the
termgene expressionanalysiswasused
inappropriately
Put Sgk1 findings last in the list of loci analysed
– it is the most significant. Also, be sure to
include what would be your next step in these
experiments now that you have a working GR
ChIP in the cells (think about drug treatment,
loci to analyse etc.)
Thishas now beenswappedwithSlc19a2
Sectionon immune/proliferation/differentiation
is far too brief and needs to be expanded
including bringing in the relevant findings from
previous literature and how your data fit with
those and the next step (consider also if might
look at other cells not just NPCs – what about
whentheydifferentiate intoneurons?)
Thishas now been expandedon
Conclusions/future work
Remove bitonasteronsor make clearer Thishas beenclarified
Include what would be future work now you
have aChIPprotocol orGR (see earliercomment
above)
Thishas now beenmentionedbutdiscussed
and rationalisedinmore detail indiscussion
Other comments
Human gene namesare usuallyincapital letters
italicized (whilst e.g. mouse are usually lower
case exceptthe firstletter).Whentalkingabout
expression they are not italicized and when
talking about the protein they are capital, not
italicized. E.g. human Snap25 would be SNAP25
for the gene and SNAP25 for the mRNA or
protein.
These have now beenchanged
Ensure youmentionwhere experimentsorparts
thereof were performedbyAB,you or together
where applicabletobe clear
Thishas now beenclarified
Appendix3
A. Forward and Reverse PrimerSequences
Genes Forward Primer Reverse Primer
SGK1_Luca CCC CTC CCT TCG CTT GTT GGA AGA AGT ACA ATC TGC ATT TCA CT
SLC19A2 CCGGAATGTCCATTCAGTTT TCCTGGGCTTCTGATGTCTT
GILZ (primer1) GTGCCTGGAGACCAACTCAT ACCCTTGATGCTGAGCAAGT
MT2A GACGATTCGGCTGAGCTAGA AGGGCCTTAGATCGTCAACC
DSCAM(2) ACGTTGAACAAACCCATGCT GGTCAACCCAAGGAACTAG
QR1 Snap25 GGGTGCTATTATCCAGGGAAG CAGGCGGCATAAATCAAGTC
QC3 m4coding GGCAGTTTGTGGTGGGTAAG GCAGGTAGAAGGCAGCAATG
B. DSCAM Numerical Results Data
DSCAMSample 1
Sample Name Cт Cт Mean Quantity
Quantity
Mean Quantity SD
DEX_GR_Thermo 32.41839
31.9125595
1
0.05802
5 0.085079521
0.02516939
3
DEX_GR_Thermo 31.52472
31.9125595
1
0.10780
2 0.085079521
0.02516939
3
DEX_GR_Thermo 31.79457
31.9125595
1
0.08941
2 0.085079521
0.02516939
3
DEX_GR_Diagenode 31.33735
31.9582977
3
0.12275
1 0.084107399
0.03426680
7
DEX_GR_Diagenode 32.10405
31.9582977
3 0.07215 0.084107399
0.03426680
7
DEX_GR_Diagenode 32.43348
31.9582977
3
0.05742
1 0.084107399
0.03426680
7
DEX_REST 33.98263
33.9526901
2
0.01962
3 0.020039408
0.00056636
5
DEX_REST 33.96883
33.9526901
2
0.01981
1 0.020039408
0.00056636
5
DEX_REST 33.90661
33.9526901
2
0.02068
4 0.020039408
0.00056636
5
DEX_IgG 33.29661
33.7829208
4
0.03156
9 0.026385022
0.01495737
8
DEX_IgG 33.02679
33.7829208
4
0.03806
1 0.026385022
0.01495737
8
DEX_IgG 35.02536
33.7829208
4
0.00952
5 0.026385022
0.01495737
8
EtOH_GR_Thermo 31.63174
31.3974456
8
0.10009
4 0.11853388
0.01637632
8
EtOH_GR_Thermo 31.32129
31.3974456
8
0.12412
5 0.11853388
0.01637632
8
EtOH_GR_Thermo 31.23931
31.3974456
8
0.13138
2 0.11853388
0.01637632
8
EtOH_GR_Diagenode 32.12441
32.2460937
5
0.07113
9 0.067264192
0.01869236
3
EtOH_GR_Diagenode 32.72433
32.2460937
5
0.04693
8 0.067264192
0.01869236
3
EtOH_GR_Diagenode 31.88955
32.2460937
5
0.08371
5 0.067264192
0.01869236
3
EtOH_REST 32.99904
32.4676094
1 0.0388 0.063823462 0.04184911
EtOH_REST 31.46784
32.4676094
1
0.11213
6 0.063823462 0.04184911
EtOH_REST 32.93596
32.4676094
1
0.04053
4 0.063823462 0.04184911
EtOH_IgG 31.61952
32.0339393
6
0.10094
6 0.078810833
0.02553398
3
EtOH_IgG 31.87419
32.0339393
6
0.08461
1 0.078810833
0.02553398
3
EtOH_IgG 32.6081
32.0339393
6
0.05087
6 0.078810833
0.02553398
3
DEX_Input 26.47744
26.3199119
6 3.56393 3.998796463
0.61499398
9
DEX_Input 26.16239
26.3199119
6
4.43366
3 3.998796463
0.61499398
9
DEX_Input
Undetermine
d
26.3199119
6
EtOH_Input 26.29031
26.6510009
8 4.05749 3.215359926
0.75053024
3
EtOH_Input 26.92298
26.6510009
8 2.61707 3.215359926
0.75053024
3
EtOH_Input 26.73972
26.6510009
8 2.97152 3.215359926
0.75053024
3
DSCAMSample 2
Sample Name Cт Cт Mean Quantity
Quantity
Mean
Quantity
SD
DEX_GR_Thermo
DEX_GR_Thermo
30.0282020
6
29.9776191
7
0.15138822
8
0.15700171
9
0.00793867
5
DEX_GR_Thermo
29.9270381
9
29.9776191
7 0.16261521
0.15700171
9
0.00793867
5
DEX_GR_Diagenode
DEX_GR_Diagenode 30.1462307
29.9609737
4
0.13926553
7
0.16012355
7
0.02949769
4
DEX_GR_Diagenode
29.7757167
8
29.9609737
4
0.18098157
6
0.16012355
7
0.02949769
4
DEX_REST
32.2091865
5
32.0804901
1
0.03238002
2
0.03599264
8 0.00780573
DEX_REST
31.7453384
4
32.0804901
1
0.04495026
5
0.03599264
8 0.00780573
DEX_REST
32.2869415
3
32.0804901
1
0.03064766
3
0.03599264
8 0.00780573
DEX_IgG
30.6115379
3
31.0148620
6
0.10021676
9
0.07722122
2
0.02115714
6
DEX_IgG
31.0622158
1
31.0148620
6
0.07286686
5
0.07722122
2
0.02115714
6
DEX_IgG
31.3708305
4
31.0148620
6 0.05858003
0.07722122
2
0.02115714
6
EtOH_GR_Thermo
EtOH_GR_Thermo
29.7102527
6
29.6365585
3
0.18955680
7
0.19996860
6
0.01472451
8
EtOH_GR_Thermo 29.5628624
29.6365585
3 0.21038042
0.19996860
6
0.01472451
8
EtOH_GR_Diagenod
e
30.1961574
6
29.9052524
6
0.13443438
7
0.16683870
6
0.02813345
9
EtOH_GR_Diagenod
e
29.7751789
1
29.9052524
6 0.18105042
0.16683870
6
0.02813345
9
EtOH_GR_Diagenod
e
29.7444229
1
29.9052524
6
0.18503129
5
0.16683870
6
0.02813345
9
EtOH_REST
31.4585266
1
31.4449901
6
0.05505753
3
0.05596889
2
0.00804368
7
EtOH_REST
31.6401996
6
31.4449901
6
0.04841969
5
0.05596889
2
0.00804368
7
EtOH_REST
31.2362403
9
31.4449901
6 0.06442944
0.05596889
2
0.00804368
7
EtOH_IgG
31.9576301
6
31.8903865
8
0.03868424
5
0.04061406
9
0.00272918
5
EtOH_IgG
EtOH_IgG
31.8231430
1
31.8903865
8
0.04254389
6
0.04061406
9
0.00272918
5
DEX_Input
21.8323993
7
23.5387344
4
49.7912712
1
22.3212413
8 23.9431324
DEX_Input
23.9305629
7
23.5387344
4
11.2920780
2
22.3212413
8 23.9431324
DEX_Input
24.8532409
7
23.5387344
4
5.88037204
7
22.3212413
8 23.9431324
EtOH_Input
23.6667861
9
23.8236827
9 13.6076746
12.7475814
8
4.41967153
5
EtOH_Input
24.4248447
4
23.8236827
9
7.96108198
2
12.7475814
8
4.41967153
5
EtOH_Input
23.3794174
2
23.8236827
9
16.6739864
3
12.7475814
8
4.41967153
5
C. GilzNumerical ResultsData
GilzSample 1
Sample Name Cт Cт Mean Quantity
Quantity
Mean Quantity SD
DEX_GR_Thermo
34.337917
3
34.1755561
8
0.08136787
3
0.11536619
8 0.09650635
DEX_GR_Thermo
35.417533
9
34.1755561
8
0.04046019
2
0.11536619
8 0.09650635
DEX_GR_Thermo
32.771217
3
34.1755561
8
0.22427053
7
0.11536619
8 0.09650635
DEX_GR_Diagenode
33.343563
1
33.5850944
5
0.15485139
2
0.13893401
6
0.04838760
9
DEX_GR_Diagenode
33.133865
4
33.5850944
5
0.17735785
2
0.13893401
6
0.04838760
9
DEX_GR_Diagenode
34.277854
9
33.5850944
5
0.08459280
4
0.13893401
6
0.04838760
9
DEX_REST
29.110071
2
29.1767482
8
2.39735984
8
2.29731202
1
0.09122439
5
DEX_REST
29.229715
3
29.1767482
8
2.21874499
3
2.29731202
1
0.09122439
5
DEX_REST
29.190460
2
29.1767482
8
2.27583098
4
2.29731202
1
0.09122439
5
DEX_IgG 34.555481
35.0865211
5
0.07068169
1
0.05293646
5
0.01989862
5
DEX_IgG
34.895954
1
35.0865211
5
0.05670447
6
0.05293646
5
0.01989862
5
DEX_IgG
35.808132
2
35.0865211
5
0.03142322
2
0.05293646
5
0.01989862
5
EtOH_GR_Thermo
32.633586
9
33.0073585
5 0.24516198
0.20943643
2
0.09255570
9
EtOH_GR_Thermo
32.434875
5
33.0073585
5
0.27880510
7
0.20943643
2
0.09255570
9
EtOH_GR_Thermo
33.953617
1
33.0073585
5 0.10434223
0.20943643
2
0.09255570
9
EtOH_GR_Diagenod
e
34.051452
6
34.2214050
3
0.09794077
3
0.08969211
6
0.02182475
5
EtOH_GR_Diagenod
e
34.686275
5
34.2214050
3
0.06494523
6
0.08969211
6
0.02182475
5
EtOH_GR_Diagenod
e 33.926487
34.2214050
3
0.10619033
9
0.08969211
6
0.02182475
5
EtOH_REST
28.531488
4
28.8430156
7
3.48612761
5
2.90330028
5
0.66250443
5
EtOH_REST
28.742574
7
28.8430156
7
3.04100894
9
2.90330028
5
0.66250443
5
EtOH_REST
29.254980
1
28.8430156
7
2.18276381
5
2.90330028
5
0.66250443
5
EtOH_IgG
33.780239
1
33.7762603
8
0.11673142
8
0.11797329
8
0.01827094
1
EtOH_IgG
33.534713
7
33.7762603
8
0.13683348
9
0.11797329
8
0.01827094
1
EtOH_IgG
34.013824
5
33.7762603
8 0.10035497
0.11797329
8
0.01827094
1
DEX_Input
27.296100
6 27.3389492
7.75438976
3
7.56004333
5
0.62594091
9
DEX_Input
27.235265
7 27.3389492
8.06575775
1
7.56004333
5
0.62594091
9
DEX_Input
27.485479
4 27.3389492
6.85998153
7
7.56004333
5
0.62594091
9
EtOH_Input 27.289732
27.2832546
2
7.78641462
3
7.82008695
6
0.14999899
3
EtOH_Input
27.309028
6
27.2832546
2 7.68978548
7.82008695
6
0.14999899
3
EtOH_Input
27.250997
5
27.2832546
2
7.98405981
1
7.82008695
6
0.14999899
3
GilzSample 2
Sample Name Cт Cт Mean Quantity
Quantity
Mean
Quantity
SD
DEX_GR_Thermo
30.7630977
6
30.5587310
8
0.18003533
8
0.21024081
1
0.04271699
1
DEX_GR_Thermo
DEX_GR_Thermo
30.3543624
9
30.5587310
8
0.24044628
4
0.21024081
1
0.04271699
1
DEX_GR_Diagenode
30.3486499
8
30.6650981
9
0.24142059
7
0.19746927
9
0.04983158
8
DEX_GR_Diagenode
30.5614757
5
30.6650981
9
0.20765568
3
0.19746927
9
0.04983158
8
DEX_GR_Diagenode
31.0851669
3
30.6650981
9
0.14333155
8
0.19746927
9
0.04983158
8
DEX_REST
33.1167259
2
32.6838684
1
0.03402245
4
0.04758608
7
0.01383601
8
DEX_REST
32.6585693
4
32.6838684
1
0.04705652
6
0.04758608
7
0.01383601
8
DEX_REST
32.2763137
8
32.6838684
1
0.06167928
5
0.04758608
7
0.01383601
8
DEX_IgG 31.3055706
31.7260913
8
0.12262573
1
0.09384424
2
0.02789195
3
DEX_IgG
32.1607704
2
31.7260913
8
0.06693629
2
0.09384424
2
0.02789195
3
DEX_IgG
31.7119369
5
31.7260913
8
0.09197071
9
0.09384424
2
0.02789195
3
EtOH_GR_Thermo
29.9892425
5
30.0308284
8 0.31136474 0.30322513 0.02811465
EtOH_GR_Thermo
30.1804962
2
30.0308284
8
0.27193868
2 0.30322513 0.02811465
EtOH_GR_Thermo
29.9227466
6
30.0308284
8
0.32637187
8 0.30322513 0.02811465
EtOH_GR_Diagenod
e
29.6797847
7
29.7848644
3 0.38762176
0.36097177
9
0.03452223
2
EtOH_GR_Diagenod
e 29.9419136
29.7848644
3
0.32197347
3
0.36097177
9
0.03452223
2
EtOH_GR_Diagenod
e
29.7328910
8
29.7848644
3
0.37332004
3
0.36097177
9
0.03452223
2
EtOH_REST
31.2183647
2
31.7059936
5
0.13043433
4 0.0960657
0.03268298
5
EtOH_REST
31.7056293
5
31.7059936
5
0.09238230
4 0.0960657
0.03268298
5
EtOH_REST
32.1939926
1
31.7059936
5
0.06538044
7 0.0960657
0.03268298
5
EtOH_IgG
32.2281265
3
32.0427780
2
0.06381957
2
0.07339477
5
0.01354138
2
EtOH_IgG
EtOH_IgG
31.8574256
9
32.0427780
2
0.08296997
8
0.07339477
5
0.01354138
2
DEX_Input
24.5420532
2 24.7970562 14.7209692
12.5271263
1
2.85815405
8
DEX_Input
24.6575298
3 24.7970562
13.5654640
2
12.5271263
1
2.85815405
8
DEX_Input
25.1915836
3 24.7970562
9.29494476
3
12.5271263
1
2.85815405
8
EtOH_Input
25.1186618
8
25.1909313
2
9.78736209
9 9.31017971
0.54896652
7
EtOH_Input
25.1707630
2
25.1909313
2
9.43295669
6 9.31017971
0.54896652
7
EtOH_Input
25.2833671
6
25.1909313
2
8.71022033
7 9.31017971
0.54896652
7
D. Mt2a Numerical Results Data
Mt2a Sample 1
Sample Name Cт Cт Mean Quantity
Quantity
Mean
Quantity
SD
DEX_GR_Thermo 31.33603 31.36954 0.112923 0.113922 0.034621
DEX_GR_Thermo 31.83765 31.36954 0.079812 0.113922 0.034621
DEX_GR_Thermo 30.93495 31.36954 0.149032 0.113922 0.034621
DEX_GR_Diagenode 31.07767 31.3598 0.135022 0.112584 0.02239
DEX_GR_Diagenode 31.66012 31.3598 0.090242 0.112584 0.02239
DEX_GR_Diagenode 31.34161 31.3598 0.112487 0.112584 0.02239
DEX_REST 32.20865 32.63227 0.061745 0.048076 0.016073
DEX_REST 32.45381 32.63227 0.052113 0.048076 0.016073
DEX_REST 33.23434 32.63227 0.03037 0.048076 0.016073
DEX_IgG 34.44803 33.83852 0.013116 0.029555 0.031939
DEX_IgG 34.96317 33.83852 0.009184 0.029555 0.031939
DEX_IgG 32.10435 33.83852 0.066365 0.029555 0.031939
EtOH_GR_Thermo 30.71562 30.81747 0.173452 0.162092 0.014447
EtOH_GR_Thermo 30.77048 30.81747 0.166992 0.162092 0.014447
EtOH_GR_Thermo 30.96633 30.81747 0.145833 0.162092 0.014447
EtOH_GR_Diagenode 30.84647 31.34744 0.15844 0.11625 0.038912
EtOH_GR_Diagenode 31.80261 31.34744 0.081771 0.11625 0.038912
EtOH_GR_Diagenode 31.39325 31.34744 0.108539 0.11625 0.038912
EtOH_REST 31.67903 31.97647 0.089069 0.076747 0.028583
EtOH_REST 31.55421 31.97647 0.097102 0.076747 0.028583
EtOH_REST 32.69616 31.97647 0.044069 0.076747 0.028583
EtOH_IgG 31.23438 31.3993 0.121148 0.109441 0.020254
EtOH_IgG 31.72881 31.3993 0.086054 0.109441 0.020254
EtOH_IgG 31.2347 31.3993 0.121122 0.109441 0.020254
DEX_Input 25.54302 25.61696 6.212363 5.940785 0.805994
DEX_Input 25.46082 25.61696 6.575912 5.940785 0.805994
DEX_Input 25.84703 25.61696 5.034081 5.940785 0.805994
EtOH_Input Undetermined 25.46935
EtOH_Input 25.51601 25.46935 6.329543 6.540607 0.298489
EtOH_Input 25.42269 25.46935 6.751671 6.540607 0.298489
Mt2a Sample 2
Sample Name
Target
Name Cт Cт Mean Quantity
Quantity
Mean
Quantity
SD
DEX_GR_Thermo Mt2a 29.8476 29.809 0.277893 0.285975 0.01143
DEX_GR_Thermo Mt2a 29.7704 29.809 0.294057 0.285975 0.01143
DEX_GR_Thermo Mt2a
DEX_GR_Diagenode Mt2a 30.74175 30.72056 0.144374 0.14665 0.003219
DEX_GR_Diagenode Mt2a
DEX_GR_Diagenode Mt2a 30.69936 30.72056 0.148926 0.14665 0.003219
DEX_REST Mt2a 32.36602 32.53336 0.043942 0.039166 0.006754
DEX_REST Mt2a
DEX_REST Mt2a 32.70069 32.53336 0.03439 0.039166 0.006754
DEX_IgG Mt2a 31.15639 31.51998 0.106564 0.083306 0.020854
DEX_IgG Mt2a 31.59865 31.51998 0.077081 0.083306 0.020854
DEX_IgG Mt2a 31.80492 31.51998 0.066274 0.083306 0.020854
EtOH_GR_Thermo Mt2a 29.78892 29.99426 0.290096 0.253233 0.050517
EtOH_GR_Thermo Mt2a 29.8671 29.99426 0.273954 0.253233 0.050517
EtOH_GR_Thermo Mt2a 30.32676 29.99426 0.19565 0.253233 0.050517
EtOH_GR_Diagenode Mt2a
EtOH_GR_Diagenode Mt2a 30.04943 29.93988 0.239709 0.26057 0.029501
EtOH_GR_Diagenode Mt2a 29.83033 29.93988 0.281431 0.26057 0.029501
EtOH_REST Mt2a
EtOH_REST Mt2a 31.2969 31.4229 0.096144 0.088043 0.011457
EtOH_REST Mt2a 31.5489 31.4229 0.079941 0.088043 0.011457
EtOH_IgG Mt2a 32.72152 31.80198 0.03387 0.080032 0.059835
EtOH_IgG Mt2a 30.71127 31.80198 0.147633 0.080032 0.059835
EtOH_IgG Mt2a 31.97314 31.80198 0.058592 0.080032 0.059835
DEX_Input Mt2a 24.52884 24.65135 13.66292 12.54076 1.586975
DEX_Input Mt2a 24.77386 24.65135 11.4186 12.54076 1.586975
DEX_Input Mt2a
EtOH_Input Mt2a 24.71077 24.81464 11.95854 11.11241 0.985899
EtOH_Input Mt2a 24.95094 24.81464 10.02977 11.11241 0.985899
EtOH_Input Mt2a 24.78222 24.81464 11.34892 11.11241 0.985899
E. Sgk1 Numerical ResultsData
Sgk1 Sample 1
Sample Name Cт Cт Mean Quantity
Quantity
Mean
Quantity
SD
DEX_GR_Thermo 32.01871 32.45957 0.159032 0.119648 0.036216
DEX_GR_Thermo 32.85159 32.45957 0.087778 0.119648 0.036216
DEX_GR_Thermo 32.5084 32.45957 0.112134 0.119648 0.036216
DEX_GR_Diagenode 32.89449 32.79361 0.085132 0.103609 0.063217
DEX_GR_Diagenode 33.59375 32.79361 0.05169 0.103609 0.063217
DEX_GR_Diagenode 31.8926 32.79361 0.174006 0.103609 0.063217
DEX_REST 32.50795 32.98707 0.11217 0.084392 0.039283
DEX_REST 33.46619 32.98707 0.056615 0.084392 0.039283
DEX_REST
DEX_IgG 36.95366 35.79335 0.004701 0.01392 0.011922
DEX_IgG 35.94221 35.79335 0.009675 0.01392 0.011922
DEX_IgG 34.48417 35.79335 0.027383 0.01392 0.011922
EtOH_GR_Thermo
EtOH_GR_Thermo 32.24117 32.34834 0.13569 0.126068 0.013608
EtOH_GR_Thermo 32.45552 32.34834 0.116445 0.126068 0.013608
EtOH_GR_Diagenode 31.41858 31.07673 0.244037 0.320763 0.108507
EtOH_GR_Diagenode
EtOH_GR_Diagenode 30.73488 31.07673 0.397489 0.320763 0.108507
EtOH_REST 33.38749 33.2726 0.059885 0.065145 0.005301
EtOH_REST 33.27124 33.2726 0.065064 0.065145 0.005301
EtOH_REST 33.15907 33.2726 0.070486 0.065145 0.005301
EtOH_IgG 32.71308 32.86449 0.096897 0.109937 0.083067
EtOH_IgG 31.70624 32.86449 0.198754 0.109937 0.083067
EtOH_IgG 34.17416 32.86449 0.034162 0.109937 0.083067
DEX_Input 26.17943 26.22619 10.25632 9.92529 0.46815
DEX_Input 26.27295 26.22619 9.594258 9.92529 0.46815
DEX_Input
EtOH_Input 26.14464 26.14291 10.5141 10.63535 1.859575
EtOH_Input 26.3878 26.14291 8.839371 10.63535 1.859575
EtOH_Input 25.89629 26.14291 12.55259 10.63535 1.859575
Sgk1 Sample 2
Sample Name Cт Cт Mean Quantity
Quantity
Mean
Quantity
SD
DEX_GR_Thermo 29.32795 29.26802 0.177987 0.185304 0.006787
DEX_GR_Thermo 29.2187 29.26802 0.191393 0.185304 0.006787
DEX_GR_Thermo 29.25742 29.26802 0.186531 0.185304 0.006787
DEX_GR_Diagenode 28.95483 28.98848 0.228088 0.228515 0.060567
DEX_GR_Diagenode 29.41338 28.98848 0.168162 0.228515 0.060567
DEX_GR_Diagenode 28.59722 28.98848 0.289294 0.228515 0.060567
DEX_REST 31.52379 31.70617 0.041351 0.039289 0.016683
DEX_REST 31.09891 31.70617 0.054846 0.039289 0.016683
DEX_REST 32.49579 31.70617 0.021671 0.039289 0.016683
DEX_IgG 29.95304 30.07588 0.117473 0.112918 0.038151
DEX_IgG 29.59955 30.07588 0.148588 0.112918 0.038151
DEX_IgG 30.67506 30.07588 0.072695 0.112918 0.038151
EtOH_GR_Thermo 28.54086 28.55823 0.300337 0.296917 0.00482
EtOH_GR_Thermo 28.54753 28.55823 0.299009 0.296917 0.00482
EtOH_GR_Thermo 28.58629 28.55823 0.291403 0.296917 0.00482
EtOH_GR_Diagenode 29.26721 28.90723 0.185321 0.239345 0.052236
EtOH_GR_Diagenode 28.85879 28.90723 0.243124 0.239345 0.052236
EtOH_GR_Diagenode 28.59569 28.90723 0.289588 0.239345 0.052236
EtOH_REST 29.70954 29.91558 0.138112 0.125878 0.042509
EtOH_REST 30.55767 29.91558 0.078594 0.125878 0.042509
EtOH_REST 29.47952 29.91558 0.160929 0.125878 0.042509
EtOH_IgG 29.51678 29.6881 0.156993 0.140559 0.014266
EtOH_IgG 29.76256 29.6881 0.133329 0.140559 0.014266
EtOH_IgG 29.78498 29.6881 0.131356 0.140559 0.014266
DEX_Input 23.86912 22.59185 6.702911 30.91397 41.43156
DEX_Input 20.16261 22.59185 78.75383 30.91397 41.43156
DEX_Input 23.74381 22.59185 7.285161 30.91397 41.43156
EtOH_Input 23.7645 23.79201 7.185659 7.058764 0.263182
EtOH_Input 23.85722 23.79201 6.756176 7.058764 0.263182
EtOH_Input 23.75432 23.79201 7.234455 7.058764 0.263182
F. m4coding Numerical ResultsData
M4coding sample 1
Sample Name Cт Cт Mean Cт SD Quantity
Quantity
Mean
Quantity
SD
DEX_GR_Thermo 29.47712 30.11092 0.649295 0.491297 0.353512 0.132705
DEX_GR_Thermo 30.08095 30.11092 0.649295 0.342687 0.353512 0.132705
DEX_GR_Thermo 30.77467 30.11092 0.649295 0.22655 0.353512 0.132705
DEX_GR_Diagenode 30.61519 30.33758 0.258101 0.249163 0.29634 0.044606
DEX_GR_Diagenode 30.10489 30.33758 0.258101 0.337829 0.29634 0.044606
DEX_GR_Diagenode 30.29266 30.33758 0.258101 0.302029 0.29634 0.044606
DEX_REST 32.42992 32.51281 0.224026 0.084394 0.080791 0.010425
DEX_REST 32.34204 32.51281 0.224026 0.088936 0.080791 0.010425
DEX_REST 32.76647 32.51281 0.224026 0.069042 0.080791 0.010425
DEX_IgG 31.24485 31.1905 0.286635 0.171138 0.178533 0.031116
DEX_IgG 30.88058 31.1905 0.286635 0.212679 0.178533 0.031116
DEX_IgG 31.44607 31.1905 0.286635 0.15178 0.178533 0.031116
EtOH_GR_Thermo 30.3327 29.61414 0.819651 0.294899 0.491369 0.248819
EtOH_GR_Thermo 28.7214 29.61414 0.819651 0.771154 0.491369 0.248819
EtOH_GR_Thermo 29.78832 29.61414 0.819651 0.408053 0.491369 0.248819
EtOH_GR_Diagenode 29.90104 29.87544 0.03432 0.381515 0.387441 0.007972
EtOH_GR_Diagenode 29.83644 29.87544 0.03432 0.396505 0.387441 0.007972
EtOH_GR_Diagenode 29.88883 29.87544 0.03432 0.384304 0.387441 0.007972
EtOH_REST 31.07467 31.37964 0.4313 0.189426 0.160536 0.040856
EtOH_REST 31.68462 31.37964 0.4313 0.131646 0.160536 0.040856
EtOH_REST Undetermined 31.37964 0.4313
EtOH_IgG 30.57245 31.49824 0.85334 0.255599 0.16075 0.084437
EtOH_IgG 31.66896 31.49824 0.85334 0.132882 0.16075 0.084437
EtOH_IgG 32.25331 31.49824 0.85334 0.093771 0.16075 0.084437
DEX_Input 25.30674 24.90894 0.386984 5.913406 7.630151 1.732461
DEX_Input 24.53376 24.90894 0.386984 9.377912 7.630151 1.732461
DEX_Input 24.88631 24.90894 0.386984 7.599136 7.630151 1.732461
EtOH_Input 24.82884 24.99241 0.220306 7.864227 7.173273 0.909499
EtOH_Input 24.90549 24.99241 0.220306 7.512722 7.173273 0.909499
EtOH_Input 25.24292 24.99241 0.220306 6.142868 7.173273 0.909499
G. QR1 Snap25 Numerical ResultsData
Sample Name Cт Cт Mean Cт SD Quantity Quantity Mean Quantity SD
DEX_GR_Thermo 31.96854 31.5484 0.906621575 0.185217783 0.267966211 0.162267178
DEX_GR_Thermo 30.50793 31.5484 0.906621575 0.454926014 0.267966211 0.162267178
DEX_GR_Thermo 32.16874 31.5484 0.906621575 0.163754851 0.267966211 0.162267178
DEX_GR_Diagenode 32.40881 32.01583 0.453111708 0.141269535 0.184737682 0.053188469
DEX_GR_Diagenode 32.11848 32.01583 0.453111708 0.168896466 0.184737682 0.053188469
DEX_GR_Diagenode 31.5202 32.01583 0.453111708 0.244047061 0.184737682 0.053188469
DEX_REST 36.95646 35.09836 1.611665249 0.008609516 0.034802753 0.022837803
DEX_REST 34.07943 35.09836 1.611665249 0.050545316 0.034802753 0.022837803
DEX_REST 34.25919 35.09836 1.611665249 0.045253422 0.034802753 0.022837803
DEX_IgG 33.12841 33.50735 0.437235713 0.090736441 0.073560916 0.018758204
DEX_IgG 33.4079 33.50735 0.437235713 0.076402105 0.073560916 0.018758204
DEX_IgG 33.98575 33.50735 0.437235713 0.05354419 0.073560916 0.018758204
EtOH_GR_Thermo 31.76974 31.63173 0.511485517 0.209315181 0.235745788 0.077346541
EtOH_GR_Thermo 31.0654 31.63173 0.511485517 0.322843134 0.235745788 0.077346541
EtOH_GR_Thermo 32.06005 31.63173 0.511485517 0.175079077 0.235745788 0.077346541
EtOH_GR_Diagenode 32.58231 32.18702 0.343037426 0.126967803 0.164240077 0.032373674
EtOH_GR_Diagenode 31.96735 32.18702 0.343037426 0.185353667 0.164240077 0.032373674
EtOH_GR_Diagenode 32.01139 32.18702 0.343037426 0.180398777 0.164240077 0.032373674
EtOH_REST 32.16562 32.94107 0.73724544 0.164068744 0.109103642 0.049938649
EtOH_REST 33.0246 32.94107 0.73724544 0.096720658 0.109103642 0.049938649
EtOH_REST 33.633 32.94107 0.73724544 0.066521525 0.109103642 0.049938649
EtOH_IgG 31.68766 32.10696 0.382613242 0.220156044 0.173335731 0.042039119
EtOH_IgG 32.19607 32.10696 0.382613242 0.161024272 0.173335731 0.042039119
EtOH_IgG 32.43716 32.10696 0.382613242 0.138826877 0.173335731 0.042039119
DEX_Input 26.19505 26.36539 0.177511424 6.460769176 5.841034412 0.632981539
DEX_Input 26.35182 26.36539 0.177511424 5.866744041 5.841034412 0.632981539
DEX_Input 26.54929 26.36539 0.177511424 5.195589542 5.841034412 0.632981539
EtOH_Input 26.52024 26.7127 0.166960314 5.289283276 4.715533733 0.497600526
EtOH_Input 26.79911 26.7127 0.166960314 4.455393314 4.715533733 0.497600526
EtOH_Input 26.81874 26.7127 0.166960314 4.401924133 4.715533733 0.497600526
Sample Name Cт Cт Mean Cт SD Quantity
Quantity
Mean
Quantity
SD
DEX_GR_Thermo 30.79879 30.77101 0.029121 0.315385 0.32183 0.006783
DEX_GR_Thermo 30.77352 30.77101 0.029121 0.321198 0.32183 0.006783
DEX_GR_Thermo 30.74071 30.77101 0.029121 0.328907 0.32183 0.006783
DEX_GR_Diagenode 31.88322 31.49389 0.345004 0.144021 0.194651 0.045358
DEX_GR_Diagenode 31.37233 31.49389 0.345004 0.208353 0.194651 0.045358
DEX_GR_Diagenode 31.22612 31.49389 0.345004 0.231578 0.194651 0.045358
DEX_REST 27.2395 27.50366 0.356141 4.131868 3.486254 0.832016
DEX_REST 27.36279 27.50366 0.356141 3.779593 3.486254 0.832016
DEX_REST 27.90869 27.50366 0.356141 2.5473 3.486254 0.832016
DEX_IgG 32.21614 32.38261 0.157647 0.113219 0.100821 0.011588
DEX_IgG 32.40207 32.38261 0.157647 0.098981 0.100821 0.011588
DEX_IgG 32.52963 32.38261 0.157647 0.090263 0.100821 0.011588
EtOH_GR_Thermo 30.29039 30.18474 0.123651 0.455445 0.49291 0.044684
EtOH_GR_Thermo 30.2151 30.18474 0.123651 0.480918 0.49291 0.044684
EtOH_GR_Thermo 30.04874 30.18474 0.123651 0.542366 0.49291 0.044684
EtOH_GR_Diagenode 29.92594 30.43285 0.446997 0.592708 0.426056 0.145819
EtOH_GR_Diagenode 30.60214 30.43285 0.446997 0.363556 0.426056 0.145819
EtOH_GR_Diagenode 30.77048 30.43285 0.446997 0.321905 0.426056 0.145819
EtOH_REST 26.71469 26.90211 0.281751 6.038006 5.343378 1.020262
EtOH_REST 26.76554 26.90211 0.281751 5.820109 5.343378 1.020262
EtOH_REST 27.22613 26.90211 0.281751 4.172017 5.343378 1.020262
EtOH_IgG 31.69251 32.34581 0.617622 0.165307 0.110247 0.049884
EtOH_IgG 32.42475 32.34581 0.617622 0.097372 0.110247 0.049884
EtOH_IgG 32.92017 32.34581 0.617622 0.068064 0.110247 0.049884
DEX_Input 25.42649 25.52154 0.166429 15.32054 14.37083 1.664936
DEX_Input 25.42441 25.52154 0.166429 15.34358 14.37083 1.664936
DEX_Input 25.71371 25.52154 0.166429 12.44838 14.37083 1.664936
EtOH_Input 25.47422 25.63309 0.156504 14.80103 13.25176 1.500591
EtOH_Input 25.78711 25.63309 0.156504 11.80511 13.25176 1.500591
EtOH_Input 25.63794 25.63309 0.156504 13.14913 13.25176 1.500591
H. Tissue Culture Methods for ReNeuronCells(HPC03A/07)
Human Cells
Reduced ModifiedMedium (RMM)
Remove 10 ml of media from a 500 ml bottle of DMEM:F12 with 15 mM HEPES and sodium bicarbonate but
without L-glutamine (Sigma: D6421) and add:
 0.75 ml Human serumalbumin solution (0.03%final concentration)(20%stock,PAA: C11-096)
 1.0 ml Human apo-transferrin (100 µgml-1 final concentration)(50 mgml-1 stock, SCIPAC:
T100-5)
 1.0 ml Putrescinedihydrochloride(16.2 gml-1 final concentration)(8.1mgml-1 stock,Sigma:
P5780)
 0.25 ml Human recombinant insulin (5 µgml-1 final concentration)(10 mgml-1 stock, Sigma:
I9278)
 1.0 ml Progesterone (60 ngml-1 final concentration)(30 µgml-1 stock,Sigma:P6149)
 5.0 ml L-glutamine (2 mM final concentration)(200 mMstock, Sigma: G7513)
 1.0 ml Sodium selenite (40 ngml-1 final concentration)(20 gml-1 stock,Sigma: S9133)
 5.0 ml Penicillin/Streptomycin ()
For proliferation,thefollowingcomponents should also beadded to make RMM+++:
 0.5 ml Human FGF-basic (10 ngml-1 final concentration)(10 gml-1 stock,PeproTech:100-18B)
 100 l Human EGF (20 ngml-1 final concentration)(100 gml-1 stock,PeproTech: AF-100-15)
 50 l 4-OHT (100 nM final concentration)(1 mM stock, Sigma: H7904)
Filter the medium with all additional components through a 0.2 M filter unit and store for no longer than 2
weeks at 4C.
NB: Bithell lab there is no requirement to filter as all components are sterile. Make up RMM and only add
FGF2/EGF and 4OHT when required
DifferentiationMedium (DM)
Remove 10 ml of media from a 500 ml bottle of Neurobasal Medium (Invitrogen: 21103-049) and add:
 0.75 ml Human serumalbumin solution (0.03%final concentration)(20% stock,PAA:C11-096)
 1.0 ml Human apo-transferrin (100 µgml-1 final concentration)(50 mgml-1 stock, SCIPAC:
T100-5)
 1.0 ml Putrescinedihydrochloride(16.2 gml-1 final concentration)(8.1mgml-1 stock,Sigma:
P5780)
 0.25 ml Human recombinant insulin (5 µgml-1 final concentration)(10 mgml-1 stock, Sigma:
I9278)
 1.0 ml Progesterone (60 ngml-1 final concentration)(30 µgml-1 stock,Sigma:P6149)
 5.0 ml L-glutamine (2 mM final concentration)(200 mMstock, Sigma: G7513)
 1.0 ml Sodium selenite (40 ngml-1 final concentration)(20 gml-1 stock,Sigma: S9133)
 10 ml B27 Supplement (1x final concentration)(50x stock,Invitrogen: 17504-044)
Alternative Differentiation Medium 1 – ‘RMM’
Simply use RMM without FGF2, EGF or 4OHT
Alternative Differentiation Medium 2 – ‘NB:B27’
To Neurobasal medium add 2mM glutamine, 1x Pen/strep and 1x B27 (as used for iPSC-derived hNPCs,
11530536/17504-044,Invitrogen)
Alternative Differentiation Medium 3 – ‘N2:B27’
Make a 50:50 mix of ‘N2 medium’ used for iPSC-derived hNPCs (DMEM:F12:Glutamax (31331-093 Invitrogen),
1x N2 (11520536/17502-048, Invitrogen), 1xNEAA (11140-050, Invitrogen), 1mM glutamine, 1x penstrep) and
‘B27 medium’ (same as NB:B27 above)
Filter the media with all additional components through a 0.2 M filter unitand storefor no longer than 2 weeks
at 4C.
NB: Bithell lab there is no requirement to filter as all components are sterile. Make up RMM and only add
FGF2/EGF and 4OHT when required
Cell culture Plastic and Substrate Preparation
Cells grow on Nunc plasticwarecoated with laminin at1 µgcm-2. Cells grown on coverslipscoated with PDL and
laminin.Laminin stock is 1mg/ml (Sigma L2020). Stock vials should bethawed at 4oC (NOT room temperature)
and then stored at 4oC and used within 1 month. To laminin coat, dilute laminin in DMEM:F12 or HBSS in an
appropriate volume with the appropriate amount of laminin added for the surface area to be coated. For
example, 75µl of laminin in 6 ml of DMEM:F12 or HBSS for a T75 flask,10µl in 1ml for a well of a 6-well plateor
2µl in 0.5ml for a well of a 24-well plate. Ensure it covers the surface. Incubate at 37oC for a MINIMUM of 2hrs,
ideally overnight. Followingincubation,wash 3x with 1xPBS or HBSS and do notallowany laminin-coated surface
to dry before plating cells onto it (i.e. leave on the last PBS wash until you are ready to plate the cells – the
plasticwarecan happily sitin PBS atroomtemp or at37oC until required).For PDL/laminin coating(when plating
onto glass), first coat with PDL and then laminin. To PDL coat, thaw a stock vial of PDL (1mg/ml) at room
temperature and dilute1:50 (so to 20µg/ml) in dH2O.Cover the surfaceand incubateat37oC for 1- 2hrs (can do
overnight but not necessary).Ensure that coverslipsdo not float(push down if necessary).Wash 2-3x 1xPBS or
dH2O before proceeding to laminin coating(as before).
Growth and Passage of ReNeuron Cells
For proliferativecells,splitwhen 70-80%confluent and don’t splitmore than 1:4. Feed the cells every other day
with 10 ml of fresh medium (for a T75 flask,RMM+++). To passagethe cells,remove all medium, rinsein 1xPBS
then add 2-3ml Accutase (Sigma) at 37oC for ~3 minutes until cells detach. Dilute with 7 ml of DMEM:F12 or
HBSS. Spin the cells at 1000 rpm for 5 minutes, remove the supernatant (except for a small volume), flick to
resuspent before fully resuspending in RMM + FGF2/EGF/4OHT. Split into newly prepared flasks/plates as
required.
Freezing and Thawing ReNeuron Cells
To freeze cells,accutasecells off theplastic(e.g.T75 flask) and pelletby centrifugation as above.Remove almost
all the supernatant and resuspend by flickingin the small volume remaining(as above). Resuspend in 1.8ml of
warm RMM+++ and add 10% DMSO (0.2ml, D2650, Invitrogen) slowly and with agitation.Fully mix and aliquot
into cryovials, 1ml of cells per vial (i.e. 1 T75 will generate 2x 1ml vials for freezing). Transfer to a Mr Frosty
freezing vessel at room temperature and placeinto a -80oC freezer overnight. The followingday,transfer frozen
vials to liquid nitrogen for long-term storage.
To thaw a vial of cells ensurethat you have prepared a T75 flask with laminin coating(includingbeingwashed)
and that you have a 15ml tube with 11ml of pre-warmed RMM+++. Placethe vial into the 37oC waterbath until
the vial thaws except for a small pieceof ice. Transfer into the hood and take <1ml of the 11ml of pre-warmed
RMM+++. Add this dropwise into the vial of cells and then remove cells/RMM+++ into the remaining 10ml of
RMM+++. You should nowhave 12ml in total. Transfer this to the prepared T75 flask and placein theincubator.
Allow ~1hr for the cells to settle and gently remove and replace the medium with a fresh 10ml of RMM+++ to
remove the medium with DMSO. Alternatively, upon thawing, transfer the cells into 9ml of pre-warmed
DMEM:F12 and immediately centrifuge at 1000rpmfor 5mins and discard the supernatant(to remove DMSO).
Resuspend the pellet as above (for passaging) and fully resuspend into 10ml of RMM++ before transferringinto
the prepared T75.
ReNeuron Cell Differentiation
For differentiation, grow the cells to approximately 80% confluence before washing the cells twice with plain
DMEM:F12 or HBSS then replace with differentiation medium (see DM or alternatives above). Change half of
the medium every 2-3 days.
For Treatment with Depression Study Drugs
Cells were plated, treated in proliferative conditions and then differentiated (RMM without FGF2/EGF/4OHT)
essentially as described in Anacker et al., with: Dexamethasone (1µM, dlluted 1:10,000 from stock in EtOH),
Sertraline(1µM, dlluted 1:10,000 from stock in EtOH), Dexamethasone + Sertraline(1µM each as above) or the
appropriate amount of vehicle (EtOH, 1:10,000 for single drug conditions or 1:5,000 for dual drug conditions).
Some cells were left in untreated conditions.Some cells fromeach condition were fixed atDay 3 of proliferation
before differentiation and some following 2 weeks of differentiation and processed for immunofluorescence
analysis.
Effects of antidepressants on glucocorticoid receptor binding
Effects of antidepressants on glucocorticoid receptor binding
Effects of antidepressants on glucocorticoid receptor binding

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Effects of antidepressants on glucocorticoid receptor binding

  • 1. Effects of antidepressants on glucocorticoid receptor binding and downstream gene expression Student: Kate Jones Supervisor: Angela Bithell I confirm that this is my own work and the use of materials from other sources has been properly and fully acknowledged. Signature: Date:16/4/2015
  • 2. Abstract Cortisol isa glucocorticoidhormone knowntoaffect the expressionof several genesassociatedwith hippocampal neurogenesis,howeverinmanycasesit isunknownwhetherthisisthroughdirect bindingof the glucocorticoidreceptor(GR) tothe targetgene.Inorderto investigate this,we establishedaworkingchromatinimmunoprecipitation(ChIP)procedure tobe usedinthe analysisof GR protein-DNA interactions.Usingthis methodologyinahumanhippocampal neural progenitorcell line (HPC03A/07),we foundthatthe GR bindsdirectlytoat leastone suchtargetgene, Sgk1,and that exposingcellstodexamethasoneincreasesGRbindingatthislocus whencomparedtocontrols. Thissuggests thatup-regulationof Sgk1mayoccur in timesof stress. Previousstudiesindicate that Sgk1 playsa role inmediatingcortisol-inducedreductionsinneurogenesis.Thus,understanding how thisisactivatedmay helptofurtherunderstandits role andpotential asatherapeutictarget. Throughimmunofluorescence staining,we alsoobservedthatsertraline mayreduce cortisol- dependantreductionsinneuronal proliferationanddifferentiationinHPC03A/07 cells. Thissupports the hypothesisthatthe therapeuticefficacyof sertraline isbasedonaGR-dependantmechanismin a subsetof patientswithdepression.
  • 3. Introduction Depressionisacommonaffective disorder, prevalentin approximately14% of the global population and contributingsignificantdetrimentaleffects topatientqualityof life,withwidersocial and economicimplications (Mitchelletal.,2009). Whilstseveral clinicalsubtypesexist,common symptomsinall formsof major depressive disorderinclude anhedonia, feelingsof guilt, changesin appetite and/orsleepandpersistentlylow mood. (Cizzaetal.,2012). The exactcause of depression isnot fullyunderstood,howeverthere are several psychological,sociological and biological theories that attemptto addressthe disorder’sunderlying,oftenmultifactorial,pathology. Biologically, the monoamine theoryisperhapsthe mostwell-knownpathological cause.The underlyingprinciple isthatdepressedpatientsexhibitreducedsynaptictransmissionof dopamine, noradrenaline and/orserotonin.Originally,itwasthoughtthatthiswascausedby reducedactivityof the pre-synapticmonoaminergicreceptors,resultinginasubsequentmonoaminergicdeficit across the synapses.The monoamine theoryissupportedbythe factthat all majorclassesof antidepressantdrugs(mono-amineoxidase inhibitors,tricyclicantidepressantsandselective serotoninre-uptakeinhibitors(SSRIs)) agonise the effectof atleastone monoamine (Morrissette and Stahl,2015). Furthermore,monoamine antagonistssuchasreserpineare knowntocause depressionasaside effect (Antkiewicz-Michaluketal.,2014). Low levelsof serotoninmetabolites have alsobeencorrelatedwithdepression(BrownandLinnoila,1990). However,antidepressantdrugshave beenshowntoincrease monoaminergiclevelsrapidly,yet clinical improvementinpatientsisnottypicallyseenuntilafter approximately 3weeks of treatment. To account for this,revisedversionsof the theory have been proposed.One version suggeststhat depressedpatientsexhibitoveractive monoaminergicactivityandthatthe delayinclinical efficacyof these antidepressantsiscausedbythe time takenformonoaminergicpost-synapticreceptorsto become desensitised.The second,more established, hypothesissuggeststhatdepressedpatients have more sensitive presynapticautoreceptors,whichare responsible forsendinginhibitorysignals towardsmonoamine release.Inthistheory, antidepressantdrugs initiallytriggeradecrease in monoamine release asthe receptorsrespondandincrease inhibitorysignalling.However,overtime, the receptorsbecome lesssensitive andthusmonoaminergicreleaseacrossthe synapse isincreased (Elhwuegi,2004). The monoamine theory of depressionisreasonable butnotwithoutitsassumptions (Sapolsky, 2004). Critically,bothmodelsusedtoexplainthe delay inatreatment’sclinical effect relyonthe conceptthat neural compensationwill occurinresponse tomonoamineneurotransmitterlevel fluctuations. Additionally,resistance tocurrentpharmacological treatment withdrugsthatact on thissystemissignificant.Approximately one thirdof patientsexhibit aninadequateresponse to first-linemonotherapyandaround10% of patientsexperience prolongedstatesof depression regardlessof multiple treatments (Soueryetal.,1999, NierenbergandAmsterdam,1990). An emerging,alternative theorysuggeststhatinasubsetof patientswithdepression,dysfunctional hippocampal neurogenesis withinthe granularlayerof the dentate gyrus couldbe a significant causative factorand mightpartiallydictate individual responseto anti-depressive treatment (Boldrini etal.,2012). Thishas beencorrelatedwithobservationsof lowergranularcell layer volumesindepressedpatients andincreasedhippocampal neurogenesisinpatientstreatedwith SSRIs(Kempermann,2002,KempermannandKronenberg,2003). Furthermore, the timingof onset for therapeuticefficacyinSSRIs issimilartothe time ittakesforthe formationof neuronesfrom
  • 4. theirrespective neural stemcells. (Ge etal.,2007, Jacobset al.,2000). Zhao etal showedthatneural stemcellswere functionallyintegratedintothe hippocampus of mice after2-3weeksandwere requiredforthe expression of trace memory (Zhaoetal.,2006). There isa lackof directevidence determiningthe functionalrole of neurogenesisinhumans,howeverthe proliferation rate and relative abundance of these neurones iscomparable tothatobservedinmice. Insuchstudies, furthereffectsonbehaviourhave beenidentifiedandinclude the abilitytoseparate memories,a feature lackinginsome patientswithdepressionandanxiety (Spaldingetal.,2013). Much of the current research onthe hypothalamic-pituitary-adrenal (HPA)axis’involvementinthe stressresponse indicatesatwo-way relationshipbetween the HPA axis regulation andhippocampal neurogenesis.Inthe presenceof acute physiological stress,the hippocampussignalsforincreased levelsof corticotrophinreleasinghormone (CRH),whichtriggersa cascade of events associatedwith the HPA axisthatleadto increasedplasmalevelsof cortisol (Anacker,2014, Anackeretal.,2011a, Holsboeretal.,1984). In mice withlowlevelsof hippocampal neurogenesis,increasedlevelsof cortisol were observedfollowingstress,suggesting anincreasedHPA axisresponse (Schloesseretal., 2009, Snyderetal.,2011). Cortisol isa steroidhormone thatacts onglucocorticoid(GR) andmineralocorticoidreceptors(MR). Both GR and MR are nuclearreceptorswithwidespread expression inthe body. Cortisol-GRbinding causesdissociationfromthe GRinhibitorycomplex,resultinginaconformational shape change that increasesthe availabilityof the corresponding nuclearlocalisationsequence.Subsequent translocationof GR monomersanddimers fromthe cytoplasmtothe nucleusallowsthe GRto bind to glucocorticoidresponseelements(GREs) andnegative glucocorticoidresponse elements(nGREs) respectively, leadingtogene transcription viamodulationof factorsthatinfluence chromatin configuration (Herrlich,2001, Aoyagi andArcher,2011). Otherresearchalsoshows translocationto mitochondriawhere they influence mtDNA gene expression(Duetal.,2009). A previousstudyby Anackeretal showedthatdexamethasone couldbe used in-vitro insteadof cortisol toelicitthe same agonistresponse atthe GR (Anackeretal., 2011b). Recentin-vitro studies usingahumanhippocampal neural progenitorcellsline(HPC03A/07) have showninterestingresults relatedtohippocampal neural progenitorcell (NPC)proliferationand differentiation whenexposedtovaryinglevelsof dexamethasone andSSRIs.Inuntreated NPCs, there wasa high rate of proliferationbutlow differentiation. Withexposure tosertraline, proliferationwaslowerbutdifferentiationwashigherwhileinNPCs treatedwithhigh concentrationsof cortisol (1µm) alone,proliferation anddifferentiation remainedlow. InNPCs exposedto highconcentrationsof cortisol andsertraline, proliferation anddifferentiation washigh (Anackeretal.,2011b). These findingssuggested thattoincrease hippocampal neurogenesis throughthe use of sertraline,GRagonistactivitybyhighlevelsof cortisol are required asapre- requisite. Thiswasfurthersupportedbyresultsof decreasedneurogenesisfollowingGR-antagonism withRU486. Froma broader perspectivethis impliesthatina subsetof patients,the therapeutic effectof sertraline isonlyinitiatedinresponse toa cortisol-induced depressivestate. Furthermore,exposure of progenitorcellstohigh levelsof cortisol and sertraline mayresultin unique GRphosphorylationandGR-dependentgeneexpression. Anackeretal foundthatthe PDE4/PKA signallingcascade regulatedthe effectsof sertraline oncell proliferationand differentiationbyalteringthe phosphorylationstate of the GR,dependingonthe combinationof conditionsused (Anackeretal.,2011b). Thiswas shownbydifferentpatternsof phosphorylationat the receptor’sserine residuesS203, S211 and S226 whencortisol andsertraline concentrationswere varied.The subsequentphosphorylationstate of the GRwas then demonstratedtomediate the levelsof p27kip1 and p57kip2 gene expression. P27kip 1 andp57kip2 are CDK2 inhibitorswhichpromote
  • 5. the terminationof cell divisionand increase differentiation.Levelsof p27kip1 and p57kip2 expression were showntobe consistentwiththe proliferationanddifferentiationstatesof the cells.The conceptthat targetgenesof the GR can be selectivelyactivatedviathe promotorregiondepending on the specificGRphospho-isoformpresent issupportedfromanumberof otherstudies. (Galliher- Beckleyetal.,2008, BlindandGarabedian,2008, Chenet al.,2008, Kumarand Calhoun,2008, Websteretal.,1997, Anackeretal.,2011b). Furtheradvanceshave since beenmade toidentify otherspecificGRtargetgenesthatcontribute towardshippocampal neurogenesis bothupstreamanddownstreamof the GR.Evidence todate fromgene expressionanalysis suggests thatGR transactivationstronglyinfluences the level of expressionof the genes p11and β-arrestin2 (whichrelate tothe serotoninreceptor); CCND1,HDM2 (cell cycle promotinggenes) andthe stress-responsive genes SGK1,FKBP5,FOXO1and GADD45B. (Anackeretal.,2013a, Anackeretal.,2013b, Anackeretal.,2011b). However,itis unknownwhether the expressionof the geneslistedabove isthroughdirectactivationand epigeneticmodifications mustbe considered.Furthermore,we hypothesisethatthere are othergeneslinkedtohippocampal neurogenesisthatare yetto be identified. Cortisol causesincreasedexpression of SGK1and isof particularinteresttoourresearch.A previous study by Anackeretal identifiedSGK1as a key inhibitory mediatorof the Hedgehogsignalling pathway,whichisa major cause of cortisol-induced reductions inneurogenesis (Anackeretal., 2013b). Furthermore, SGK1increasesGRfunctionupstreamandregulatesgenesdownstreamof the GR thatare involvedinreducing NPCproliferation. Ithasbeenshowntopotentiate the effectsof GR activationevenaftercortisol isremovedbyfacilitatingGRtranslocationtothe nucleus.SGK1 expressionwasfoundtobe increasedinthe hippocampusof bothpatientswithdepressionandin mice exposed tostress. However,these studiesdonotfullyelucidate the extentof the effectsof SSRItreatment,incombinationwithcortisol,onSGK1expressionindepressedpatients. In thisstudy, we firstaimedtodeveloparobustmethodtoperform chromatinimmunoprecipitation (ChIP) assaysusingDNA fromthe HPC03A/07 cell line todetermine directtargetgenesof the GR(via directbinding).GRproteins,taggedwithcorrespondingantibodies,will be addedtothe chromatin samples thatwere extractedfromHPC03A/07 NPCs,treatedwith varyingconcentrationsof dexamethasone orethanol,the vehiclecontrol. The antibodieswillbe usedtorecognise the amount of GR that isboundto specificgene loci withinthe chromatin,inthe differentconditions. We will alsoconduct qualitativeanalysisof immunofluorescentlylabelledHPC03A/07cells todetermine the effectsof dexamethasoneandsertralineonchangesincellulardifferentiationandproliferation.
  • 6. Materials andMethods Cell culture Thissectionof the methodologywasperformedbyDrBithell. HPC03A/07 is a multipotent,immortalised humanfoetal hippocampalprogenitorcell line usedin these experiments. Cellswereimmortalisedusingthe c-myc-ER™ transgeneandtreated for3 days withethanol (vehicle,EtOH),dexamethasone(Dex)and/orsertraline (Sert) inproliferative conditions (withepidermal growthfactor(EGF),fibroblastgrowthfactor2 (FGF2) and 4- hydroxytamoxifen(4-OHT).Theywere thendifferentiatedusingreducedmodifiedmedium without EGF. FGF2, 4-OHT andwithremoval of othertreatments. Asanadditional control,some cellswere leftuntreated inthe proliferative stage.Atproliferationday3and thenafter2 weeks of differentiation,cellswerefixedandusedforimmunofluorescenceanalysis.Forchromatin,cellswere treatedfor1hr withvehicle ordexamethasone inproliferationconditionsbefore harvestingfor chromatin. Furtherinformationcanbe foundunder Appendix 3H:Tissue Culture Methodsfor ReNeuron Cells (HPC03A/07). Chromatinimmunoprecipitation (ChIP) Thissectionof the methodologywasperformedbyDrBithell. Cellswere fixedin1%HCHO inPBS for5 minutes thenquenchedin630 µl of 2M glycine for5 minutes toproduce a final glycine concentrationof 0.125M. Theywere thenwashed3times with ice-coldphosphate bufferedsaline (PBS),scrapedoff dishesandcentrifugedat1300rpm for 5 minutesat4°C. The final PBSwashcontained1x protease inhibitors. Pelletswerethenre-suspended inice-coldLysisBuffercontaining protease inhibitorandincubatedonice for30 minutes. A microfuge wasusedtospin pelletnucleiat5000rpm for 10 minat 4°C before re-suspensioninto shearingbufferwithproteaseinhibitorsin17ml Falcontubes,storedonice.Chromatinwas then sonicatedincyclesof 30 secondson,30 secondsoff,until the shearedchromatinwaswithin200- 600bp (determinedbyde-crosslinking25µl of each sample in200µl usingMilliQwater,8µl 5M NaCl and 10µg RNase A for4h at 65°C. 10µl of Proteinase Kwasthenaddedandsampleswere incubated for 2hr at 42°C before DNA cleanupand gel electrophoresis).The sharedchromatinsampleswere centrifugedat10,000 rpm at 4°C for 10 minutesandsupernatantchromatinremovedforuse. Protein-Gmagneticbeads(PGMbeads) were firstpre-blockedbyrotatingat4°C 4x 10mins inmRIPA with1x protease inhibitorsand1mg/ml Bovine SerumAlbumin(BSA),thentwice with1ml mRIPA bufferwith1x protease inhibitors.Chromatinwaspre-clearedusing20µl of proteinG magnetic (PGM) beadsineachchromatinsample (Dex orEtOH) dilutedinmRIPA bufferwith1x protease inhibitorsandrotatedduringincubationfor2h at 4°C. 20µg of chromatinwasusedfor eachChIP reaction(36.7µl of Dex or 39.22µl of EtOH chromatindilutedto100µl in mRIPA/protease inhibitors). PGM beadswere thencapturedand10µl of sample wasretainedatthisstage for use as input chromatin.ChIPsampleswere setupinproteinLoBindtubeswith2.5µl or 5µl (5µg) of antibody, 377.5µl or 375µl of mRIPA bufferrespectively,100µl of pre-clearedchromatin(20µg) and20µl of 25x protease inhibitors. The followingantibodieswere used:anti-REST,rabbitIgG(providedby Millipore);rabbitIgG(negative control providedbySigma);mouse monoclonal antibodyIgG2b (provided byDiagenode) andrabbit pAb(providedbyThermoScientificPierce).Sampleswere incubatedat4°C on a rotator overnight.Pre-blockedPGMbeadswere addedtoeachrotating sample at4°C for fourhours.Supernatantwasremovedusingamagneticstandto pelletthe beads. 800µl Wash Buffer1 was added2x,each for3mins ona rotator,thenthe same technique wasused for WashBuffer2 (1 x 3mins) and2x 3minsTris-EDTA (TE). Washedbeadswere re-suspendedin
  • 7. 100µl Elutionbuffer(alsofor10µl inputsamples). 4µl 5M NaCl and1µl RNase wasthenaddedand sampleswere incubatedat65°C for4 hoursto de-crosslink. At roomtemperature,2µl Proteinase K (10mg/ml) wasaddedthensampleswere incubatedat 42°C for 2h, thenallowedtoreturntoroom temperature again.Magneticbeadswere re-captured,and supernatant(containingDNA) removed forclean-up.DNA waspurifiedusingaQiagenQIAquickPCR cleanup kitaccordingto the manufacturer’sinstructions.Thisinvolvedmixingsampleswith5x volume of bindingbuffer andapplyingtoacolumn.Thiswasspun at 13000rpm for 30-60s. Flow- throughwas discardedand0.75ml washbufferPE wasappliedtothe columnanda furtherspinat 13000rpm for 30-60s was conducted.Flow-throughwasdiscardedagain,the columnwasspunat 13,000rpm for2mins andthe columnwasplacedina new 1.5ml Eppendorf tube.The DNA was elutedinto50µl of HPLC H2O bycentrifugationat13000rpm for1min.Sampleswere storedat -20°C until usedinQPCR. Quantitative Real-time polymerase chain (QPCR) reactions Thissectionof the methodologywasperformedbyKate Jones. ChIP DNA samples (see above) were usedinqPCRreactionsto investigate changesinGRbindingby amplificationof boundtargetsequences. Primersdesignedtobe compatible with Dscam,Gilz,Mt2a, Sgk1 and Slc19a (see Appendix 3A:Forward and ReversePrimerSequences) were prepared instock solutions,storedin1.7ml Eppendorf tubes, tobe usedin20µl reactions in96-well plate assays.Each reactioncontained0.4/1.0µl of 10µM forward primer,0.4/1.0µl of 10µM reverse primer, 10µl of 2x SYBR® greendye (Biorad),2µl of ChIP DNA and 6.6/6.0µl of high-performance liquidchromatography (HPLC) grade water.The reagentswere mixed inamastermix withoutChIPDNA,aliquotted,and each ChIP DNA sample added,includingwater/negative controls.Quantitative analysiswasbasedon standardcurves for eachgene,usingthe average value of 2 duplicates containing0.1, 0.3, 1.0, 3.0, 10.0 and 30.0ng/ml. StepOnePlusfromAppliedBiosystems wasusedtoperformthe polymerase chainreactionover3.5 hoursand subsequentanalysiswasthrough StepOnePlus software. The polymerase chainreactionwasranover40 cycleswitheachsteptaking30s. Denaturationtookplace at 95°C, annealingat60°C andextensionat72°C. Immunofluorescence Staining/Immunocytochemistry Thissectionof the methodologywasperformedbyDrBithell andKate Jones. Mediumwas aspiratedfromthe HPC03A/07 culture mediumandexcessdebriswasremoved throughcareful rinsingwithPBS.4%paraformaldehydewasaddedtopreserve cellsthroughcross- linkingfor10 minutes,thenterminatedby3washeswith PBS.Cell membraneswerepermeabilized using0.1% TX-100 (triton) inPBSfor 5 minutesatroom temperature toallow antibodiesaccessto theirtargetintracellularepitopesandthenwashedagaininPBS.30µl of primary antibody solution was usedpercoverslipincombinationwith10% normal seruminPBS. The primaryantibodiesusedwere 1:1000 TuJ1 mouse IgG2a (beta-IIItubulin,fromCovance) which recognises microtubulesin neurons;1:200 anti-GFAPmouse IgG1(Millipore) whichisspecificto intermediate filamentsin astrocytes;1:1000 Ki67 polyclonal rabbitIgG(Abcam) whichisa proliferationmarkerand1:60 anti-humanNestin mouse IgG1(fromR&D Systems),anNSC/NPC- specificmarker.Sampleswere incubated withoutlightand atroomtemperature for2 hours and washed with3x PBS to remove unbound antibody.The same stepswere alsoconductedforthe secondaryantibodies.To examineneuronaldifferentiation, 1:1000 polyclonal goatanti-rabbitIgG (foruse with anti-GFAP) fluorescentlytaggedwithAF-594and1:1000 goat anti-mouse monoclonal
  • 8. IgG2a (foruse withTuJ1) fluorescentlytaggedwithAF-488were used.Toexamine NPCproliferation, 1:1000 goat anti-rabbitpolyclonal IgGwasused(todetectKi67) tagged withAF-594 and1:1000 goat anti-mouse monoclonal IgG1(todetectNestin) fluorescentlytaggedwithAF-488.All goat-derived antibodiesweresourcedfromInvitrogenLife Technologies.Nuclei were counterstainedusingDAPI (4’,6-Diaminidino-2-phenylindole) dilutedfromstocksolution1mg/ml to1:2000 inPBS,appliedfor one minute thenwashedoff. Before mounting, PBSwasremovedontoatissue andinvertedontothe mounting mediumProlong® (Gold) Antifade Reagent,then placedonthe coverslip.Theywere thenstoredforatleast24 hours withoutlighttoallowthe mountingmediumtocure.Coverslipswere imagedusingappropriate filter setson ZeissAxioimagerA1wide field epifluoresencemicroscope withAxiovisionsoftwareat40x magnification.
  • 9. Results andDiscussion Establishmentof a functional ChIP protocol with REST ChIP In orderto testthat the chromatinimmunoprecipitationprocedure worked,RepressorElement-1 SilencingTranscriptionFactor(REST) wasuseda positive control ChIP incombinationwiththe primers fora bindingsite inthe Snap-25promoter(QR1primers,where RESTbinds), andfora site in the codingregionof a gene where RESTdose notbind(QC3 primers,M4coding). Informationabout REST’s bindingsite hasalreadybeenwell-establishedandtobe consistentwithpreviousfindings,it was anticipatedthatthe REST ChIPs wouldshow significantrelativeenrichment atthe Snap-25 bindingsite and minimal enrichmentatthe M4coding site,toact as positive andnegative controls respectively. In the experimentinvolvingRESTandQR1 Snap-25,RESTconsistentlyshowedenrichmentbetween 35 and 40 fold relative toIgG.In these samples,GR showed amaximumof 3-foldenrichmentusing eitherantibody.Comparatively,RESTshowed verylow levelsof enrichmentatthe M4coding region (at 0.5 foldinDEX and 1-foldin EtOH ChIPs).Interestingly,minorenrichmentwasobservedin GR ChIPs(1.5-2 in DEX samplesand2.5 to 3-foldinEtOH). Thisislikelytobe the backgroundlevel, howeveritcouldsuggestlowlevel GRbindingwhichrequiresfurther study. 0 5 10 15 20 25 30 35 40 45 Foldenrichment Conditions Figure 1. REST bindsto QR1 Snap 25 significantlymore than GR in both dexamethasone and ethanol samples.The graph showsthe average relative enrichmentof RESTand GR bindingatthe Snap-25gene locusrelative toIgG,usingthe resultsof twobiological replicates,eachof whichusedthe average of 3 technical triplicate values. Rawvaluesforthe technical triplicatescanbe viewedin Appendix 3G:QR1 Snap 25 NumericalResults Data.
  • 10. The highdegree of enrichmentof RESTat the RE1 site of the Snap-25gene,incombinationwithno enrichmentof RESTat the M4coding gene,isconsistentwithwhatwasexpectedandindicatesthat the ChIPprotocol is functional.Thissuggeststhatthe qualityof the componentsusedwithinthe protocol,suchas the chromatinandbuffers,were suitable foruse infurtherexperimentsthat investigatedchangesinGRbinding. 0 0.5 1 1.5 2 2.5 3 3.5 FoldEnrichment Conditions Figure 2. REST showsminimal bindingto the m4coding gene. The graph showsthe average relative enrichmentof RESTand GR bindingatthe M4coding gene locusrelative toIgG,usingthe resultsof two biological replicates,eachwhichusedthe average of 3technical triplicate values. Raw valuesforthe technical triplicatescanbe viewedin Appendix 3F:M4coding NumericalResults Data.
  • 11. ChIP assaysusingchromatinextractedfrom (HPC03A/07) usingdifferentantibodies againstGR(from ThermoScientific(Thermo) andDiagenode)withrabbitIgG(rIgG) as a negative control were performed toimmunoprecipitate andthus identifydirectGRtarget genes. Cellswere treatedwith eitherdexamethasone (DEX) orethanol (EtOH),wheredexamethasone mimicscortisol andethanol acts as a negative vehiclecontrol, tocompare the relative effectsof dexamethasone treatment.By comparingbothconditions,we were able toqualitativelydefine whetherornot protein-DNA binding occurs at a specificlocus andthenquantitativelyexaminethe relative effectdexamethasone hadon the degree of GR binding.Thiswasmeasuredbyfoldenrichment,relativetoIgG. IgG is a non- specificantibodyusedasanegative control ChIP todeterminethe thresholdlevel of background noise. Numerous primerpairs were thenusedtoamplifythe isolated,immunoprecipitatedstrandsof genomicDNA forquantitative polymerasechainreaction (q-pcr) analysis.These include:Dscam,Gilz, Mt2a,Sgk1 and Slc19a2. The primersequencesare available inthe Appendix3A:Forward and Reverse Primer Sequences.
  • 12. Optimisationof ChIPfor GR bindingin NPCs PotentialGR binding at the Dscamnegativecontrollocus ModifiedDscam wasusedas a negative control tomeasure the degree of non-specificDNA binding and subsequentimmunoprecipitation,althoughintheorythisshouldnotexist.Onaverage, DEX- treatedimmunoprecipitatedwitheitherGRantibodyshowedapproximately2.5-foldrelative enrichment. EtOH-treatedsamples showed 3-foldand2.5-foldenrichmentforGR ThermoandGR Diagenode respectively. Enrichmentatthe REST bindingsite waslow indicatingspecificitytowards the GR and supportingthe conclusionthatthe ChIPprocedure wasfunctional. There isasignificant amountof variabilitybetweenthe biological replicates thattargetthe GR bindingsite,asshownby the standard error,particularlyforethanol containingsamples. The resultsshow thatthe GRbinds to the Dscam gene bothin the presence andabsence of dexamethasone,althoughthe variabilityin resultsmakesitdifficulttodeterminethe extentof agonistorinhibitoryeffectthatdexamethasone has on GR bindinginthiscase and furtherstudiesare neededtoelucidatethis. 0 1 2 3 4 5 6 Foldenrichment Conditions 0 0.5 1 1.5 2 2.5 3 3.5 FoldEnrichment Conditions A B
  • 13. 0 1 2 3 4 5 6FoldEnrichment Conditions Figure 3. GR bindsto Dscam in the presence orabsence ofdexamethasone. Graphsshow the relative enrichmentof GRand REST bindingatthe DSCAMgene relative toIgGcontrols.Infigure 3A,y values representthe meanaverage of correspondingyvaluesinfigures3Band3C. Infigure 3B and 3C, y values correspondtothe meanaverage of technical triplicates,excludingresultsdeemedanomalous.Raw valuesforthe technical triplicatescanbe viewedin Appendix 3B:DSCAMNumericalResults Data. C
  • 14. GR binding atthe Gilz positivecontrol locus may be inhibited by the presenceof dexamethasone Glucocorticoid-inducedleucinezipper(Gilz) isa mediatorof GR-dependantimmunomodulation pathways.Transactivationof the GR increases Gilztranscriptionandso GR bindingatthislocuswas expectedwithinourexperiments. The gene therefore servesasafurtherpositive control. Ourresults show GR enrichmentof the Gilzlocus inthe absence of dexamethasoneandinsome samples containingdexamethasone.Onaverage,approximately2-foldenrichmentwasobservedinGR samplescontainingdexamethasone,whichisdeemednon-significantanda4.5 foldenrichmentwas seeninsamplescontainingethanol. Thiscouldsuggestthatdexamethasone hasaninhibitoryeffect on GR binding. RESTwas notenrichedineitherconditions(DEXorEtOH),withlessthan1-foldin dexamethasone andjustover1-foldinethanol,thoughthislattersample alsohadmore variation betweenbiological replicates. 0 1 2 3 4 5 6 FoldEnrichment Conditions 0 1 2 3 4 5 6 FoldEnrichment Conditions A B
  • 15. 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 FoldEnrichment Conditions C Figure 4. GR bindsto Gilzin the presence orabsence of dexamethasone. Graphsshow the relative enrichmentof GRand REST bindingatthe Gilz locusrelative toIgG controls.GR bindsmore readilyin samplescontainingethanol comparedtothose containingdexamethasone.Infigure 4A,yvalues representthe meanaverage of correspondingyvaluesinfigures4Band4C. Infigures4B and 4C, y valuescorrespondtothe meanaverage of technical triplicates,excludingresultsdeemedanomalous. Raw valuesforthe technical triplicatescanbe viewedin Appendix 3C:GILZ NumericalResults Data.
  • 16. GR binding atthe Mt2a positivecontrollocus may be increased by the presenceof dexamethasone Metallothionein2A (Mt2a) isa knownGR targetand thusservesas a positive control inour experiment.Ourresultsconsistentlyshow that significantenrichmentof the GRat this locus occurs inthe presence of dexamethasone,butthere issome variabilityinthe ethanol containingsamples. The average of the resultsindicatesthatdexamethasone increasesenrichment between2.7- and 3.5-foldcomparedtothe control and between2-2.5-foldinthe ethanol vehicle,howeverfurther investigationisneeded. REST doesnot showenrichmentineitherDEXor EtOH, there isapproximately1-foldaverage enrichmentinboth,withlowvariabilitybetweenthe biological replicates.Thisisconsistentwith whatis expectedof the negativecontrol,asthere isnoRE1 bindingsite atthe Mt2a locus.This supportsthe validityof the resultsof GRbinding. 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 Foldenrichment Conditions 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 Foldenrichment Conditions B A
  • 17. 0 0.5 1 1.5 2 2.5 3 3.5 4 Foldenrichment Conditions Figure 5. GR bindsto Mt2a with and without the presence ofdexamethasone. Graphsshow the relative enrichmentof GRand REST bindingatthe Mt2a gene locusrelative toIgGcontrols. GR bindsmore readilyinsamplescontainingdexamethasone comparedtothe ethanol control. Infigure 5A,yvalues representthe meanaverage of correspondingyvaluesinfigures5Band5C. Infigures5B and 5C, y valuescorrespondtothe meanaverage of technical triplicates,excludingresultsdeemedanomalous. Raw valuesforthe technical triplicatescanbe viewedin Appendix:Mt2a NumericalResultsData. C
  • 18. GR binding atthe Slc19a2 positivecontrol locus may be increased by the presenceof dexamethasone Slc19a2 was usedas a positive control,followingdataof successful GR-bindinginA549human lung cells(Soetal.,2007). Significantaverage enrichment of GR at the Slc19a2 locuswas observedin bothsamples butwas higheroverall inthe presence of dexamethasone,at5.5-fold,3-fold,2-fold and 1.5-foldinthe DEX GR Thermo,DEX GR Diagenode,EtOHThermoandEtOH Diagenode samples respectively. There isalargerdistinctioninthe resultswhencomparingDEXto EtOH inthe first biological replicate,withveryhighrelative enrichmentvaluesforDEXsamplesandnoenrichmentat EtOH. If this resultwasto be replicated,itcouldsuggestthatdexamethasone isrequiredforGR- bindingatthe Slc19a2 locus.Inthe secondbiological replicate, noenrichmentisobservedexceptfor inEtOH Thermoat approximately3.2-fold. Itislikelythatthe datafrom the firstbiological replicate ismore reliable,asthisisconsistentwithexpectationsof apositive control,howeverfurtherstudies are neededtoconfirmthese findings. On average,noenrichmentof RESTat the Slc19a2 locuswasobserved,whichisasexpectedasitwas a negative control.Thissuggeststhatdespitethe variationinresults,the ChIPprocedure usedwas appropriate andthat erroris likelytooriginate fromthe PCRreactions. -1 0 1 2 3 4 5 6 7 8 9 10 11 12 FoldEnrichment Conditions A
  • 19. 0 1 2 3 4 5 6 7 8 9 10 11 FoldEnrichment Conditions 0 0.5 1 1.5 2 2.5 3 3.5 4 FoldEnrichment Conditions B C Figure 6. GR bindsto Slc19a with and without the presence of dexamethasone. Graphsshowthe relative enrichmentof GR and REST bindingatthe Slc19a gene locusrelative toIgGcontrols. GR binds more readilyinsamples containingdexamethasonecomparedtothe ethanol control. Infigure 6A,y valuesrepresentthe meanaverage of correspondingyvaluesinfigures6Band6C. Infigures6b and 6c, y valuescorrespondtothe meanaverage of technical triplicates,excludingresultsdeemedanomalous. Raw valuesforthe technical triplicatescanbe viewedin Appendix:Slc19a NumericalResults Data.
  • 20. GR binding atSgk1 locus may be dependenton thepresence of dexamethasone Serine/threonine-proteinkinase 1(Sgk1) isa GR target gene associatedwithmediationof the Hedgehogsignallingpathway (Anackeretal.,2013b).GR bindingatthe Sgk1 locusinNPCswas enrichedbyapproximately5-foldinDEXtreatedsamplescomparedwithapproximately2-foldin EtOH vehicle controls,suggestingthatdexamethasoneadministrationisrequiredforGRbinding. Furtherstudiesare neededtoconfirmthese findingshowever,asthere isa large amountof variabilityinthe resultsfrombiological replicatesof DEXtreatedsamples. Inthe firstbiological replicate (figure7B),DEXsamplesshowapproximately7to 8-foldenrichmentcomparedto1.5 to 2- foldenrichmentinthe second(figure 7C),whichisnotgenerallyconsidered significantdue tobeing relative toIgG.Minimal enrichmentisobservedinEtOHsamplesfrombothreplicates. REST showsan average of approximately3-foldand1-foldenrichmentinDEXandEtOH treated samples.The biological replicatesof DEXtreatedsamplesshow approximately6-fold(figureB) and 0.5-fold(figure C) enrichment.RESTwasintendedforuse asa negative control asthere isno known RE1 bindingsite atthe Sgk1 locus,therefore the resultfromthe secondbiological replicate (figureC) islikelytobe more accurate.Althoughthe possibilityof RESTbindingshouldnotbe excluded, itis noteworthythatmostenrichmentvalues,includingREST,are higherinthe firstreplicate.Thiscould implicate amore general erroneousresult,whichislikelytohave arisenfromerrorsinthe PCR reaction. A 0 1 2 3 4 5 6 7 8 9 10 Foldenrichment Conditions
  • 21. 0 0.5 1 1.5 2 2.5 Foldenrichment Conditions 0 1 2 3 4 5 6 7 8 9 10Foldenrichment Conditions Figure 7. GR bindsto Sgk1 with and without the presence ofdexamethasone. Graphsshow the relative enrichmentof GRand REST bindingatthe Mt2a gene locusrelative toIgGcontrols. GR bindsmore readilyinsamplescontainingdexamethasone comparedtothe ethanol control. Infigure 7A,yvalues representthe meanaverage of correspondingyvaluesinfigures7Band7C. Infigures7B and 7C, y valuescorrespondtothe meanaverage of technical triplicates,excludingresultsdeemedanomalous. Raw valuesforthe technical triplicatescanbe viewedin Appendix:Sgk1NumericalResultsData. B C
  • 22. Summary ResultsfromChIPdata showsuccessful optimisationof the procedure.We are confidentthatthe ChIPprocedure isfunctional due tothe Snap-25andM4coding resultsbeingconsistentwithwhatis expectedof positive andnegative controlsforRESTbindingrespectively. Resultsfromthe PCRdata showsthat there maybe directGR bindingatthe Sgk1 locus,whichis dependentonthe presence of dexamethasone.The resultsof the positive controls Mt2a,Slc19a2 and Gilz improve the validityof ourexperimentsbyshowingthatthe ChIPandPCR procedures display positive resultswhereexpected.Atthe Dscamnegative control locus, ourresultsindicated that some GR bindingmaybe present despite theorysuggestingthatitshouldnot.Alternatively,the perceivedGRbindingmaybe at leastpartially attributable tothe Dscamprimerdesign.Infuture studiesitwould advisable touse adifferentGRnegative control locus if possible.
  • 23. Immunofluorescence imagingofchangingmorphologiesinHPC03A/07 NPCs Qualitative analysisof cellswasthenconductedusingimmunofluorescence labellingtoestablishthe effectsof dexamethasoneand/orsertraline oncellularproliferationanddifferentiation.Similarto our previousexperiments,ethanol wasusedasa negative vehicle control.The ethanol concentration was doubledinsampleswhere the intentionwastocompare the effectsof samplescontainingboth sertraline anddexamethasone. Thisactedasa control for the volumesof sertralineand dexamethasone added,bothof whichuse EtOHas a solvent. A furthernegativecontrol wasused whichwasuntreatedwithanyvehicle otherthanreducedmodifiedmedium(without FGF2/EGF/4OHT). The effectsof dexamethasoneand sertralineon neuralprogenitorcells at proliferation day 3 NPCswere growninvaryingconditionsfor3 daysand labelled withDAPI,NestinandKi67 conjugatedwithdifferentfluorochromestopermitimmunoflouresceneimaging.The conditions were treatmentwitheitherdexamethasone1µm,sertaline 1µm, dexamethasone 1µmandsertraline 1µm, ethanol 0.1mMor ethanol 0.2mM. A furthercontrol was alsocreatedwherebythe cells receivednotreatment.Ourresultsshow thatdexamethasone mayhave aninhibitoryeffectonNPC proliferationthatiscounter-actedtosome extentbyco-treatmentwithsertraline. Figures8a and 8b: Scale bar: 20µm. The top leftpanelsindicatestainingbyDAPI(blue);topright: Nestin(green);bottomleft:Ki67(red) andthe bottomright panel combinesimagestakenfromall filtersets. DAPIhasbeen usedtostainall cell nuclei;Ki67isa non-specificcellularproliferation markerand Nestinstainsanintermediate filamentfoundinNSCs/NPCs. The white arrow intopleft quadrantof figure 8Ai showsan example of anucleusina cell thatis notproliferating.The white arrow inthe bottomleftquadrantof thisfigure showsanucleusof a proliferatingcell,asindicated by a positive Ki67stain. These figures show thatdexamethasoneslightlydecreases NPCproliferationatday3 comparedto the negative vehicle control EtOH.Thisis shownby increasednumbersof Ki67-positivecellsin both ethanol samples (figures8Bi and 8Bii) relative tothat observedinfigure 8Ai.Sertraline-treatedcells alsoshowedincreased proliferationcomparedtodexamethasone.Allcellstreatedwithsertraline were showntobe positive forthe Ki67marker(figure 8Aii).Cellsthatwere co-treatedwith sertraline anddexamethasone showedanintermediate amountof proliferation comparedtoeach stand-alone treatment,withapproximatelyhalf of the cellsstainedbeingKi67positive (figure8Aiii). Control samplesandthose treated withethanol alone appearedtobe greaterincell numberand showsimilarrelativeamountsof proliferationcompared tothose co-treatedwithdexamethasone and sertraline. Morphological changes asa resultof the differentconditionsare minimal.Inthe untreatedsample, there appearsto be a highercell countwithincreasedclustering,howeverthe significance of thisis unknown.
  • 25. i) Ethanol 0.1mM ii) Ethanol 0.2mM iii) Control 8B
  • 26. The effectsof dexamethasoneand sertralineon neuronaldifferentiation atday 14 Followingtreatmentinproliferativeconditions,NPCswere allowedtodifferentiateinthe presence of eitherdexamethasone1µm,sertaline 1µm, dexamethasone 1µmandsertraline 1µm, ethanol 0.1mM or ethanol 0.2mM. As before,anadditional untreatedcontrol wasalsocreated.Ourresults suggestthatdexamethasonehasaninhibitoryeffectonneuronal differentiation.Thiscouldeither be a consequence of cell deathoranincrease inthe proportionof cellsthatdifferentiate into astrocytes. Treatmentwithsertraline increasedthe extentof neuronaldifferentiationbothinthe presence andabsence of dexamethasone. Figures9a and 9b: Scale bar: 20µm. The top leftpanelsindicatestainingbyDAPI(blue);topright: TuJ1 (green);bottomleft: Anti-GFAP(red) and the bottomrightpanel combinesimagestakenfrom all filtersets.DAPIhasbeenusedtostainall cell nuclei;TuJ1isstainsmicrotubulescontainedin neuronal cells andAnti-GFAPstainsanintermediatefilamentfoundin astrocytes. Figures9Ai and 9Bi, 9Bii and 9Biii showthat differentiationintoneuronsisreducedinthe presence of dexamethasone comparedtonegativecontrols,asshownbylowerTuJ1staining.Incellstreated withsertraline,neuronal differentiationisincreasedcomparedtocontrols (see figure 9Aii in comparisontofigures 9Bi, 9Bii and9Biii).Co-treatementwithsertraline anddexamethasone (figure 9Aii) showsan intermediateamountof neuronsinrelationtoastrocytes. Furthermore,in 9Ai an example of anasteron(a hybridcell thatcontainspropertiesof both astrocytesandneurons) ishighlighted (Laywell etal.,2005). The nucleusisshownbythe white arrow and can be foundinthe same positioninall quadrantsof the figure, indicatingthatitisboth TuJ1 and Anti-GFAP positive. The presenceof asteronswasnotobservedinothersamplesanditis therefore difficulttopredictthe significance of this. It isdifficulttoassessthe effectsof dexamethasoneonneuronal morphologydue tothe low number present(figure 9Ai).Those thatdoexistappeartobe smallerbutwithmore dendriticregions.This effectseemstobe consistentwhensubsequentlycomparingcellstreatedwithsertralinealone (figure 9Aii) tothose that receivedcotreatmentwithsertraline anddexamethasone (figure9Aiii), wherebyinthe lattersample there isalsogenerallyahighernumberof dendriticregionsobservedin neurons.
  • 28. i) Ethanol 0.1mM ii) Ethanol 0.2mM iii) Control 9B
  • 29. Discussion Establishinga working ChIP protocol The firstaim of these experimentswastoensure thatthe procedure usedforchromatin immunoprecipitationwasfully-functional.Totestthis, repressorelement-1silencingtranscription factor (REST) bindingwasfirstvalidatedbymeasuringthe relative enrichmentof RESTat a gene where itwasknownto bindas well asone where itwasnot. Asexpected,RESTshowedsignificant enrichmentatthe knowntargetgenes,averagingatbetween 35- to40-foldenrichmentin dexamethasone andethanol-treatedHPC03A/07NPCs.Thisshowsthat the procedure usedforChIP inour experimentswassuccessfulandthatthe chromatinand REST antibodieswereappropriate. Therefore,errorsinexperimentsthatinvolve GRbindingare likelytoresultfromproblemswiththe GR antibodiesand/orthe quantitative polymerase chainreaction(qpcr). Both GR antibodies(fromThermoScientificPierce andDiagenode) showedarelativelylow but significant3-foldand2.5-foldenrichmentatthe M4coding locusinEtOH treatedsamplesfromone biological replicate.GRwas notexpectedtobindinthisregion,whichsuggeststhatthese antibodies exhibitednon-specificbindingtosome extent.However,the GRbindinginthe otherbiological replicate wasasexpected.ItislikelythaterrorinvolvingGRtargetgenesmayalsobe predominantly technical andassociatedwiththe qpcrprocedure.Thisisdiscussedfurtherinthe section: Errorand furtherconsiderationsforexperimentoptimisation. Overall,we achievedourfirstaimof successfullyoptimisingthe ChIPprotocol foruse in interrogatingputativeGRtargets. Establishingthe extentof GR-bindingat target genes PreviousworkbyAnackeretal…Knowntargetgenesof the GR were showntohave higherrelative enrichmentvaluesrelative tointernal controlsandthe negative control gene, Dscam. Furthermore, we were able todetermine the extentof inhibitoryand stimulatoryeffectsthatdexamethasonehad on GR-bindingatthe targetgenesandour resultsare largelyconsistentwithpreviousfindings, howeverthere issignificant variabilityinsome results andfurtherstudiesshouldbe conductedto confirmthese. Of the twovalidatedand GR specificantibodies used,samplesthatcontainedGR-Thermo,arabbit polyclonal antibody,typicallyshowedhigherenrichmentvalues forGR.Our resultscouldindicate that GR-Thermoantibodymaybe more effectiveatbindingtothe GR in ourChIP conditions comparedto the monoclonal GR-Diagenode antibody.Monoclonal antibodiesare oftenfavoured due to theirhigherspecificitytowardsasingle epitopeandthussubsequentlylowerbackground noise,howeverinourexperimentsthe use of apolyclonal antibodyhasbeenadvantageous.This couldbe due to the fact thatit can recognise multiple epitopesonthe same GR proteinandthusbe slightly more resilientagainstanymaskingthatcanoccur due to areas of heterochromatin formation. (Lipmanetal.,2005). Regardless,bothantibodieswereadequateandshowedconsistent enrichment.Thus,ourfindingsshowthatwe have a workingprotocol todetermine GRbindingusing commercial GR antibodies,whichcanbe usedinthe future forstudiesthatinvestigateothergene loci that may be directlyactivatedbythe GR. PossibleGR binding atDscam negativecontrollocus The Dscam gene isresponsible forthe formationof Downsyndrome celladhesionmoleculesandis not knownto be a GR target.Modifiedversionsof previouslypublishedhuman Dscamprimerswere
  • 30. usedinour experiments(see Appendix 3A:Forward and ReversePrimer Sequences) withthe intention of improvingtheirefficiencyinthe PCRto act as a negative control region,basedonpoor resultswithpreviousprimers(AB,personal communication).Regardless,the resultsindicate possible GR bindingatthe Dscamlocus,whichthe presence of dexamethasone doesnotappearto significantlyinfluence.Thiscouldsuggestpotential non-specificbindingwithinourexperiments, whichcan resultinbackgroundenrichment,slightlydecreasingthe validityof relativequantitative results.Alternatively,GRmayin fact bindtothisregionand thusinfuture experiments,abetter negative regioncontrol wouldneedtobe selected. Toaccountfor this,a range of othercontrols have alsobeenused incombination andenrichmenthasbeenmeasuredrelative toIgGinsteadof throughabsolute quantification. Gilz is an effectivepositivecontrol locusfor GR binding thatmay be inhibited by the presenceof dexamethasone The glucocorticoid-inducedleucine zipper(Gilz) geneiswell-knownasa mediatorof glucocorticoid- dependantimmunomodulationpathways,yetitswidespreadexpressionsuggeststhatitmayalso have more basic roles (AyroldiandRiccardi,2009, Yachi etal.,2007). Murine water-immersion restraintstresstestsstronglyincreasedGILZmRNA expressionandsubsequentproteinexpression. Furthermore,itwasobservedthatinmice withoutadrenal glands,up-regulationof GILZwasceased, suggestingthatthe increase inexpressionwasdependantonHPA axisstimulation andsubsequent cortisol release.(Yachi etal.,2007) Up-regulationof the gene wasobservedinseveral areasof the brainassociatedwithstress,includingthe hippocampus,inanunevendistributionthatsuggested specificfunctionalroles.Howeverthe exactnature of these roles stillremainsunclear,particularlyin relationtohippocampal neurogenesis.PreviousresearchbyYachi etal observedincreased expressionspecificallyinpyramidal neuronsof Ammon’shornandgranule neuronsfromthe dentate gyrusas a response toincreasedHPA activation, butdidnotexaminethe effectsondifferentiation or the formation of these cellsfrom respective precursors (Yachi etal.,2007). Furthermore,whilstitisknownthatglucocorticoidsincreasetranscriptionof Gilzviatransactivation of the glucocorticoidreceptor, the extenttowhichindividual syntheticglucocorticoidsinfluence gene expressionisunknown.Whilstrecognisedasadexamethasone-induciblegene,there exists contradictoryresultsarisingfromdexamethasone suppressiontests (Smitetal.,2005, Yachi et al., 2007). Interestingly,othersyntheticglucocorticoidssuchashydrocortisone andbudesonide alsohad varyingeffectson GILZ mRNA levels (Smitetal.,2005). Our results suggestthatdexamethasonehasinhibitoryeffectson GRbindingatthe Gilz loci comparedto the ethanol control. If these findingscanbe replicatedinthe future,itcouldsuggest that inpatientswithcortisol-induceddepression,there isalowerextentof GRbinding inNPCs. Combiningthiswithresearchdiscussedpreviously,thiscouldindicate that increased GR-bindingat thisloci has an inhibitoryeffectonGILZ expression andthatsubsequently,cortisol-induced depressionmayresult inlowerGILZexpression.However,thisassumesthat GR-bindinghasthe same effectsongene expressioninbothNPCsandfullydifferentiatedneurons.Furtherstudiesare neededtoconfirm ourfindingsof the effectsof dexamethasone onGR-bindingatthe Gilz locusand then,throughparallel gene expressionanalysis,how GR-bindingatthe Gilz locusaffectsGILZ gene expression. The primary purpose of usingGilz in our experimentswasasa positive control toaidinthe validationof ourresults.Thishasbeenachieved,asshownby consistentenrichmentof GR binding at the Gilz locus. Additionally,noenrichmentof RESTbindingatthe Gilz locuswas observed,whichis
  • 31. alsoas expectedasthere isnoRE1 bindingsite.Thus,the use of a REST antibodyinall GR binding experimentsisasa furthernegative control. Mt2a is an effectivepositivecontrollocus forGR binding thatmay be stimulated by dexamethasone Metallothionein2A (Mt2a) isa gene whichfunctionsbybindingtoheavymetalsandplaysarole in diseases suchascerebral lymphoma(Yangetal.,2007). There islittle evidence linkingMt2a expressiontocortisol-mediateddepression,althoughone small studyshowedthat increased Mt2A expressionwithinthe anteriorcingulate cortex inpatientswhohadcommittedsuicide (Sequeiraet al.,2012). GR isknownto bindto MT2A locus andMT2A is consideredadexamethasoneinducible gene,thusthisexperimentserves asapositive control.However, bindingof GR to the Mt2A locus may be cell specific(Soetal.,2007). This couldbe due to differentchromatinstatesindifferentcells and the subsequentextentof epigeneticmasking. ItwasunknownwhetherGRbindstothese gene locusin HPC03A/07 cellsspecifically. TOur resultsshowedenrichmentinthe presence andabsence of dexamethasone,butwithahigherenrichmentindexamethasone-treatedsamples,suggesting that dexamethasone hasastimulatoryeffectonGR-MT2A binding. However,the variabilityinthe ethanol containingsamplessuggeststhat technical sourcesof errorare likelytobe presentandthus experimentsneedtobe repeated. Regardless,MT2A was a successful positive control inour experimentsandGRbindingtothe gene loci wasas predicted. Slc19a2 is an effectivepositive controllocus forGR binding thatmay be dependenton thepresence of dexamethasone Slc19a2 isa known,dexamethasone-responsive, humanGRtarget gene thatcodesfor a thiamine transporterprotein (Soetal.,2007, Aoyagi and Archer,2011). The GR bindingsite ispositioned upstreamof the gene,136 base pairs fromthe transcriptionstartsite (Soet al.,2007). In our experiment,itwasintendedasapositive control,however previous dataonGR-bindingspecificityin HPC03A/07 cellsislacking.Ourresultsindicate thatGRdoesinfact bindto Slc19a2 inHPC03A/07 cells,howeverthere issignificantvariationinresultswhencomparingthe effects of dexamethasone to the samplescontainingethanolalone. NoenrichmentwasobservedforRESTbindingatthe locus, confirmingthatthe ChIPprocedure usedwasaccurate.Variationinresultsislikelytobe a consequence of technical errorassociatedwith the PCR. On average,dexamethasone appearsto be a pre-requisite forGRbindingtothe Slc19a2 locus. Furtherstudiesare neededtoquantifythe effectsof dexamethasone andconfirmthese findings. Dexamethasoneincreases GR binding atthe Sgk1locus, which may directly upregulateSGK1 gene expression There isa significantamountof literature thatsuggeststhatSgk1,a GR targetgene,isinvolvedinthe body’sresponse tostress (Lucaetal., 2009). The glucocorticoidbindingregionispositioned upstreamof the gene (Soet al.,2007). The hedgehogpathwayisresponsibleforthe transmissionof informationresponsibleforneural stemcell developmentwithinbothembryosandadultstemcells. Accordingto researchbyAnackeret al,SGK1 is necessaryforcortisol induced,neurogenic, hedgehog pathwayinhibitionandthussubsequentdecreasesinneurogenesis (Anackeretal.,2013a, Anacker et al.,2013b). SGK1 alsoincreasedcortisol-dependantactivationof the GR byincreasingGR translocationtothe nucleusandphosphorylation (Anackeretal.,2013b). Previousresultsfrom Anackeretal showedthatSGK1 expressionisincreasedbyactivationof the GRreceptor.However, directbindingof GR to SGK1 followingactivationwithcortisol ordexamethasonehadnotbeen previouslyproven.
  • 32. Our resultsshowsignificantbindingof GRat the Sgk1 locususingbothGR-targetedantibodies tested.Ourresultsalsoindicate thatGR maytherefore up-regulateSGK1directly,inkeepingwith the findingsfromAnackeretal., (Anackeretal.,2013b). Our resultsalsoshowedalowerbut significantamountof bindinginethanol containingsamples,suggestingalow degree of GRbinding and thuspossiblythatSGK1 expressionisnotdependentondexamethasone activation. However,there isasignificantdegreeof variabilitybetweenthe biological replicates,whichislikely due to technical errorassociatedwiththe PCRreaction. Notably,the differenceinthe extentof enrichmentof GRbindingindexamethasone treatedsamples,betweenthe biological replicates, was considerablyhigh.Furthermore,RESTbindingwasalsoobservedatthe Sgk1locusinone biological replicate despite noknownRE1bindingsite and the use of an optimisedChIPprotocol. Therefore, more studiesare neededtoconfirmourfindings. If our findingscanbe replicatedandGR does upregulate SGK1directly,thismayhave important implicationsforthe waysinwhichthisgene isutilisedasatherapeutictargettotreat stress-induced depression. Qualitative observationsof dexamethasone andsertraline’seffectsonneural progenitorcell proliferationand neuronal differentiation Our resultsare consistentwithfindingsbyAnackeretal (Anacker,2014, Anackeretal.,2013a) suggestingthatsertraline mediatesbothproliferationanddifferentiation of hippocampalprogenitor cells. We firstexaminedthe effectsof sertralineanddexamethasone onNPCproliferation andobserved that dexamethasone mayinhibitthis. Incellstreatedwithbothdexamethasoneandsertraline,this inhibitoryeffectwasreduced,suggestingthatsertralineantagonisesthe effectsof dexamethasone. We thenobservedthatincellsallowedtodifferentiate,those thatwere treatedwith dexamethasone exhibitedlowerdifferentiationintoneurons.Thissuggestedthathighlevelsof dexamethasone wereinhibitorytowardsneuronaldifferentiation,possiblybyencouragingthe formationof astrocytesinstead. Similarly,the presence of sertraline counter-actedthiseffect. Interestingly,hybridasteronswereobservedinsome samples,althoughthe relationshipbetween differentiationintothesecellsandlevelsof dexamethasone and/orsertralineremainsunclear. Asteronscanbe definedascellsthatshare the same morphologyasbothastrocytesandneurons. Theyare hypothesisedtobe anintermediatestepbetweenthe differentiationof neuronsinto astrocytes(Laywell etal.,2005). Furtherstudiesare neededtoconfirmourfindingsandquantifythe effectsdescribedabove.These shouldbe conductedona largerscale usingtechnical triplicatesandappropriatenumbersof biological replicates.Quantificationcanthenbe achievedthroughstandardcell countingmethods. From a broaderperspective, ourresultssupport the conceptthatsertraline mayexhibitanti- depressanteffectsoutside of those describedinthe monoaminergichypothesis.Aspreviously discussed,the combinationof highlevelsof dexamethasone andthe presence of sertralinemay conferunique phosphorylationstatesatthe GR viaPKA signallingmechanismsatserine residues S203, S211 and S226 (Anackeretal.,2011b). This mayhave significantconsequencesonsubsequent GR-dependentgene expression,asourfindingssuggestthatleastone stress-relatedgene (SGK1) is upregulateddirectlyasaresultof GR binding.The phosphorylationstate of the GR mayinfluence the extentof GR binding,forexample throughmodificationof itscompatibilitywithvaryingtarget chromatinstates. Future research testingthe effectsof sertraline anddexamethasone onGRbinding
  • 33. at the SGK1 locus, usingouroptimised ChIPprotocol,maytherefore be useful,particularlyif ranin parallel togene expressionanalysis.Itwouldalsobe goodtoassesswhetherornot GR bindsdirectly to othergene loci usingourChIPprotocol such as P27kip 1 andp57kip2 where the phosphorylation state of the GR hasalreadybeenestablishedtoinfluence expressionandwherebythe geneshave alreadybeenlinkedtothe terminationof cell divisionandincreasesinneuronal differentiation. (Galliher-Beckleyetal.,2008, BlindandGarabedian,2008, Chenetal.,2008, Kumarand Calhoun, 2008, Websteretal.,1997, Anackeretal.,2011b). Potential errors and further considerationsfor experimentoptimisation As previouslydiscussed,itislikelythatthe majorsourcesof error inGR-bindinganalysesare due to technical mistakesassociatedwiththe q-pcrprocedure.Thisincludeshumanerror,suchas variation inpipettingtechnique.The percentage errorarisingfromsuchvariablesislikelytobe highdue to the small volumesof solutionsused,particularlygiventhatthe standardcurveswere alsosubjectto thiserror. Anothersource of human errorin the q-pcr reactioncouldinclude incomplete thawingof reagentsbefore use,resulting inunevenlydistributedconcentrations. There may alsobe casesof systematicerror. The nature of polymerase chainreactionsrequires everyindividual reactiontobe optimised.The mainstepsof PCRare denaturation,annealingand extension.Eachmaybe a potential source of errorif the time givenforeachis notcarefully considered.Forexample,notenoughtimegiventothe denaturingstepcanresultinincomplete strand separation,hinderingthe abilitytobindtospecificprimersinthe annealingstage. Inthe annealingstage,toolowof a temperature permitsnon-specificbinding. The time giventoeachstep and the numberof cyclesperformedwasbasedupon the numberof base pairsinthe target sequence.The efficiencyof the reactionswere thenobservedbasedandprimerswere then optimisedaccordingly. The frequencyof calibrationchecksof the qpcrmachine wasunknown. Additionally,onanalysisof the meltcurvesof some samples,the peakindicatingprimerdimerizationwaspresentinsome samples. Itmayalsobe possible thatsome primersboundtonon-targetregionsof DNA,forexample due to repeatsequences. M4codingandSnap25 primerswere designedindividuallyusingPrimer3 to checkfor possibilityof secondarystructure formationandthusreduce errorfromDNA hairpins. However,otherprimersthatwere usedoriginatedfromexistingpublicationstocompare resultsto knowndata andit may be possible tofurtheroptimise theseinfuture experiments. From the ChIPprocedure, itisunlikelythatthe degree of errorwasas significant.Howeverone potential source of errorinthis is slightvariationinchromatinsize due totimingsof eachstage, whichcan affectPCRkinetics. In future experiments, itmaybe more cost-effective toconductgenome wide ChIPsequencing analysisof GR binding, if analysingalarge numberof genes. Itmay alsointerestingtorungenome- wide gene expressioninparallel tothis,tofurtherelucidate the directeffectsof GR-bindingongene expression. If budgetpermits,there is alsothe potential forerrorinthe q-pcrto be reducedthrough the use of sequence specificfluorescentDNA probes.These are more selectivetowardsthe target DNA to be amplified,thusdecreasinglevelsof backgroundnoise. Withrespectto the immunofluorescence stainingexperiments,the time-frameinwhich they were carriedout made quantitative analysisthroughcellcountingunfeasible. The imagesobtainedfrom these experimentsmayalso be subjecttosamplingbias. Leakage of fluorescence signal into differentfilterssetsmayalsohave beenaproblem, forexampleredlight sometimesleakedinto imagesviewedunderthe greenfilterset.Inideal circumstances,cellcounting wouldallow usto
  • 34. furtherelucidate informationregardingthe effectsof dexamethasone and/orsertraline on hippocampal cell proliferationanddifferentiation. If thiswere tohappen,more biological replicates wouldbe neededtoensure reliable resultsandsubsequentstatistical analysis. Use of a confocal microscope may alsobe preferable due tothe abilitytocontrol depthof fieldandthusreduce the amountof backgroundinformation,particularlyinanalysisof differentiationpatternswhere clusteringof cellsalongthe zplane wascommon,howeverthisisunlikelytohave hada significant impacton our findings.
  • 35. Conclusions and future work We have establishedanoptimal chromatinimmunoprecipitationmethodforuse inthe analysisof GR-bindinginHPC03A/07 cells.The gene of primaryinterestinourexperiment,Sgk1,wasfoundto bindto the GR directly anddexamethasonehasastimulatoryeffecton the extentof this.Low levels of Sgk1-GRbindingwere observedinsamplesonlycontainingethanol. Due totechnical variability, furtherconclusive studiesare needed,howeverouraverage results extendupon findingsfrom Anacker(Anackeretal.,2013b). We recommendfurtherstudiesusingouroptimisedChIPprotocol to investigateGRbindingatmore gene loci inthe presence andabsence of dexamethasone and antidepressanttreatment. Qualitativeanalysisof immunofluorescentlystained HPC03A/07showed that dexamethasone reducesproliferationandmayinhibitdifferentiationintoneurons,possiblyby directingdevelopmentintoastrocytesinstead.Sertralinedoes notsignificantlyincrease proliferation or differentiationof cellscomparedtothe negativecontrol,butdoesappeartocounteractthe effectsof dexamethasone,suggestingthatcortisol-induceddepressionisrequiredforatherapeutic effectonhippocampal neurogenesis.Furtherstudiesare neededtoquantifythe effectsof dexamethasone andsertraline oncellulardevelopment.Itwouldalsobe interestingtoanalyse changesinmorphology,suchas the numberandsize of dendrites onneuronal cells.Some samples were alsofoundtocontainastroneurons,howevertheirrole indepression,if itdoesexist,is currentlyelusiveandtheirrelationshiptodexamethasone and/orsertralinelevelsisunknown.
  • 36. AcknowledgementsandReferences Many thanksto Dr AngelaBithellforhercontinual support,patience andencouragement throughoutthe project.
  • 37. Appendix1: Outline Proposal Background: Depressionisacommonaffective disordercharacterisedbysustainedperiodsof low mood,often combinedwithsymptomssuchasanhedonia,guilt,low self-esteem, appetitechanges,fatigue,sleep disturbance andimpairedconcentration[1].The WorldHealthOrganisation(WHO) identifiesthe disorderasa publichealthdilemmaof global concern[1].There are several psychological, sociological andbiological theoriesthatattempttoaddressthe disorder’sunderlyingcause. Biologically,dysregulationof monoaminergicsystems,particularlythosethatinvolveserotonin,have longbeenthoughtof as key[2].However,emergingevidence suggeststhatinasubsetof depressive patients,the serotonergicdeficithypothesisisoverlysimplisticandcannot,inisolation,be responsible.Inthese patients,itisproposedthata lackof correct hippocampal neurogenesiscould be linkedtoboththe cause of depressionandresponsetoantidepressanttreatments.Thisis supportedbydata showing,forexample,thatthe time ittakesforselective serotoninre-uptake inhibitorstoworkissimilartothe time requiredforthe formationof functionalneuronesfromtheir neural progenitorcells[2].Antidepressantshave alsobeenshowntoincrease hippocampal neurogenesisandsubstantiallydecreasedratesof neurogenesishave beenobservedinuntreated depressivepatients[2] [3].Basedonthisevidence, itfollowsthatanunderstandingof the molecular mechanismssurroundinghippocampal neurogenesismayaidinfurtherdevelopingouroverall understandingof depressionandneurochemical targetsthatcouldbe utilisedtoenhance therapy. Cortisol isa steroidhormone thatacts onthe glucocorticoid(GR) andmineralocorticoidreceptors (MR),whichare locatedinthe hippocampus.MRsare typicallyactivatedatawiderrange of cortisol levels,therefore exhibitinglesssensitivityinrelationtoGRs[4].GR activationrequireshigherlevels of cortisol andwill be the focusof thisresearch.It isthoughtthat intheirdefaultstate,GRsexistas an inactive formwithinthe cytoplasm.Uponcortisol binding,aconformational shape change causes the receptorproteintobe activatedand move tothe nucleusasa monomeror dimer.Bothtypes are linkedtoactivationof varioustranscriptionfactorsthroughthe bindingof the GR to a GR response elementingene promoters,aprocessknownastransactivation.Importantly,the level of transactivationmediatesthe level of hippocampal neurogenesisanddifferentiation.Studieshave shownthat depressedpatientstypicallyexhibithigherlevelsof cortisol,whichisinversely proportional tohippocampal neurogenesis[2].However,the mechanismsunderlyingthisare not fullyunderstood. Aim: To investigate the effectsof cortisol andantidepressanttreatmentonhippocampal neurogenesisthroughGRbindinganddownstreamgene expression. Objectives: Examine neural stemcell GR bindingwithvaryingconcentrationsof glucocorticoidand antidepressantdrugs,atspecificgene loci. Explore howchangesinGR bindingdetermine phenotypicvariationsincell morphology,viabilityand the extentof differentiationandproliferation. (If time permits) Investigate GRbindinginalternative celltypes,withvaryinglevelsof glucocorticoid and antidepressantdrugs,usingpubliclyavailable genome-widedatasets. References: [1] Marcus M et al (2012), Depression:A Global Crisis.WorldFederationforMental Health: Occoquan(Virginia).6-8. [2] Mahar et al.(2014). Stress,serotonin,andhippocampalneurogenesisinrelationtodepression and antidepressanteffects.Neuroscience &Biobehavioral Reviews.38,173-192 [3] Boldrini,Metal. (2012). Hippocampal AngiogenesisandProgenitorCell ProliferationAre IncreasedwithAntidepressantUse inMajorDepression.Biological Psychiatry.72(7),562-571
  • 38. [4] Anackeretal. (2013). Glucocorticoid-RelatedMolecularSignalingPathwaysRegulating Hippocampal Neurogenesis.Neuropsychopharmacology.38(5), 872-883
  • 39. Appendix2: Response to referee’scomments Abstract Typically don’t reference within the abstract. Make clearwhat yourcell line isearlieron. Referenceswereremovedandcell lineisnow specifiedatthe earliestpointcellsare mentioned Introduction Full stopsdon’tcome before areference Reference citationswere amendedsothatfull stopscame afterwards Thirdparagraph needsreferencing Thirdparagraph was updatedwiththe appropriate reference Paragraph 8 is confusing –needto clarify resultsfromAnacker2011 study Wordingof this paragraphhas beenimproved Whensay evidence suggestsstrong involvementof genesincluding Sgk1,Fkbp5etc. needtoelaborate onwhatthe evidenceis Evidence hasbeenclarified(fromgene expressionanalysis) andelaboratedon Be careful notto confuse DNA withchromatin Thishas beenrectifiedthroughoutthe text Final ‘aims’ paragraph needs some re-wording to make clearer the main aims, including to establish a working GR ChIP and to look at changes in GR binding to putative target genes. Thisisthe central ideaof the projectandhasnot beendone inthismodel sofar Thishas beenre-wordedforclarificationand the aimshave beenaddedin Materialsand Methods Incell culture,needtostate thiswasdonebyAB and more precisely when growth factors were in/out and for how long cells were in proliferation/dex/sertetc.thendifferentiation. I have listedatthe top of each relevantsection whoconductedthe work.Growth factor conditionswere made more specific. ChIPprotocol needstoincludehowpre-blocking and pre-clearing were done precisely and to include how de-crosslinked ChIP DNA was purifiedatthe endbefore PCR I have addedthisinformationassuggestedin line withothercorrespondence. qPCR needs conditions for PCR programme and greaterdetail Greaterdetail hasbeenaddedusing information fromthe original protocol. ICC/immunofluorescenceneedsfull detailsof all primaryand secondaryantibodiesusedandthe dilution factors as well as explanation of why each markerwasused. Greaterdetail hasbeenaddedwithhelpfrom furthercorrespondence andconsultingthe original protocol andnotes. Results Titles for sub-sections need to say what the resultisfor thatsection Titleshave beenamended.
  • 40. In all figure legends ensure you say what fold enrichmentisrelativeto(i.e. IgG) Thishas now beenspecified. ‘SI’ should be included as Appendices for the thesis Make sure it is clear that B and C are individual biological replicates and A is the average of the 2 inPCR figures SI has beenchangedtoappendices(allare containedwithinAppendix 3) Make clear why each gene locus was chosen to interrogate Thishas now beenmade clearthrough specifyingwhichwere positive/negative controlsect. Ensure yousummarise the meaningof the result at the end of each sub-section. E.g. if GR enrichmentisatSgk1inDEXand notEtOH andit is significantly (over 2-fold) above IgG then it tellsyouthat the ChIP isworking,that GR binds inresponse toDEXandisnotboundinuntreated samples. Also, explain more carefully what you meanwhendiscussingpossible sourcesof error A small summaryhasnow beengivenineach sub-section,followedbyalargersummaryat the endof the results.Sourcesof errorhave beenclarified. Summarise all the PCR data briefly at the end before making a sub-heading for the Immuno experiments A brief sub-sectionhasnow beenusedasa summary. Immunobitneedswork –needstobe expanded to better describe the experiment done, why and the results. You need to say which markers were used on which cells and why. Then what yousee andwhatthismeans(caninclude how it fitswithpublisheddataisyoulike) Thishas now beenextensivelyaddedto Immuno part – all figures need legends to explain what panels show including scale bars. Some annotation would help e.g. arrows to indicate things described in the text. (e.g. asterons,anexampleof whichisshowninFigure 8A,white arrow).Alsoneedtosaywhatasterons are. Scale bars have now beenspecifiedwithinthe mainfigure legendandexplanationaddedof whatis withineachimage. Eachquadrant has beengivenasubtype (I,ii,iii) andreferredto withinthe textina logical order.Arrowshave beenaddedtohighlightaproliferatingcell and an asteron. Discussion First aim was to check ChIP was working – e.g. chromatin good, buffers good etc. thus used REST. Say whatREST isand reference.Thenalso say next was to determine if this protocol was suitable forGRChIPusing2antibodiesthatwere beingtested Thishas beenclarifiedanddiscussedmore Do not always say our results support previous findings – in places we are extending those findings toinclude datathey didnot have – e.g. Anacker et al., shoed gene expression changes downstream of dex/GR activation but did not show direct binding of GR to those genes (e.g. Thishas now beenstressed.
  • 41. Sgk1). You have done that and need to stress that as it is a major finding and novelty of the work Again need better titles for sub-heading to describe the importance of the findings Be careful againnot to confuse gene expression with GR binding/enrichment. You did not do gene expressionanalysis New titleshave now beengivenforsub- sectionsandI have editedareaswhere the termgene expressionanalysiswasused inappropriately Put Sgk1 findings last in the list of loci analysed – it is the most significant. Also, be sure to include what would be your next step in these experiments now that you have a working GR ChIP in the cells (think about drug treatment, loci to analyse etc.) Thishas now beenswappedwithSlc19a2 Sectionon immune/proliferation/differentiation is far too brief and needs to be expanded including bringing in the relevant findings from previous literature and how your data fit with those and the next step (consider also if might look at other cells not just NPCs – what about whentheydifferentiate intoneurons?) Thishas now been expandedon Conclusions/future work Remove bitonasteronsor make clearer Thishas beenclarified Include what would be future work now you have aChIPprotocol orGR (see earliercomment above) Thishas now beenmentionedbutdiscussed and rationalisedinmore detail indiscussion Other comments Human gene namesare usuallyincapital letters italicized (whilst e.g. mouse are usually lower case exceptthe firstletter).Whentalkingabout expression they are not italicized and when talking about the protein they are capital, not italicized. E.g. human Snap25 would be SNAP25 for the gene and SNAP25 for the mRNA or protein. These have now beenchanged Ensure youmentionwhere experimentsorparts thereof were performedbyAB,you or together where applicabletobe clear Thishas now beenclarified
  • 42. Appendix3 A. Forward and Reverse PrimerSequences Genes Forward Primer Reverse Primer SGK1_Luca CCC CTC CCT TCG CTT GTT GGA AGA AGT ACA ATC TGC ATT TCA CT SLC19A2 CCGGAATGTCCATTCAGTTT TCCTGGGCTTCTGATGTCTT GILZ (primer1) GTGCCTGGAGACCAACTCAT ACCCTTGATGCTGAGCAAGT MT2A GACGATTCGGCTGAGCTAGA AGGGCCTTAGATCGTCAACC DSCAM(2) ACGTTGAACAAACCCATGCT GGTCAACCCAAGGAACTAG QR1 Snap25 GGGTGCTATTATCCAGGGAAG CAGGCGGCATAAATCAAGTC QC3 m4coding GGCAGTTTGTGGTGGGTAAG GCAGGTAGAAGGCAGCAATG B. DSCAM Numerical Results Data DSCAMSample 1 Sample Name Cт Cт Mean Quantity Quantity Mean Quantity SD DEX_GR_Thermo 32.41839 31.9125595 1 0.05802 5 0.085079521 0.02516939 3 DEX_GR_Thermo 31.52472 31.9125595 1 0.10780 2 0.085079521 0.02516939 3 DEX_GR_Thermo 31.79457 31.9125595 1 0.08941 2 0.085079521 0.02516939 3 DEX_GR_Diagenode 31.33735 31.9582977 3 0.12275 1 0.084107399 0.03426680 7 DEX_GR_Diagenode 32.10405 31.9582977 3 0.07215 0.084107399 0.03426680 7 DEX_GR_Diagenode 32.43348 31.9582977 3 0.05742 1 0.084107399 0.03426680 7 DEX_REST 33.98263 33.9526901 2 0.01962 3 0.020039408 0.00056636 5 DEX_REST 33.96883 33.9526901 2 0.01981 1 0.020039408 0.00056636 5 DEX_REST 33.90661 33.9526901 2 0.02068 4 0.020039408 0.00056636 5 DEX_IgG 33.29661 33.7829208 4 0.03156 9 0.026385022 0.01495737 8 DEX_IgG 33.02679 33.7829208 4 0.03806 1 0.026385022 0.01495737 8 DEX_IgG 35.02536 33.7829208 4 0.00952 5 0.026385022 0.01495737 8 EtOH_GR_Thermo 31.63174 31.3974456 8 0.10009 4 0.11853388 0.01637632 8 EtOH_GR_Thermo 31.32129 31.3974456 8 0.12412 5 0.11853388 0.01637632 8 EtOH_GR_Thermo 31.23931 31.3974456 8 0.13138 2 0.11853388 0.01637632 8 EtOH_GR_Diagenode 32.12441 32.2460937 5 0.07113 9 0.067264192 0.01869236 3 EtOH_GR_Diagenode 32.72433 32.2460937 5 0.04693 8 0.067264192 0.01869236 3 EtOH_GR_Diagenode 31.88955 32.2460937 5 0.08371 5 0.067264192 0.01869236 3
  • 43. EtOH_REST 32.99904 32.4676094 1 0.0388 0.063823462 0.04184911 EtOH_REST 31.46784 32.4676094 1 0.11213 6 0.063823462 0.04184911 EtOH_REST 32.93596 32.4676094 1 0.04053 4 0.063823462 0.04184911 EtOH_IgG 31.61952 32.0339393 6 0.10094 6 0.078810833 0.02553398 3 EtOH_IgG 31.87419 32.0339393 6 0.08461 1 0.078810833 0.02553398 3 EtOH_IgG 32.6081 32.0339393 6 0.05087 6 0.078810833 0.02553398 3 DEX_Input 26.47744 26.3199119 6 3.56393 3.998796463 0.61499398 9 DEX_Input 26.16239 26.3199119 6 4.43366 3 3.998796463 0.61499398 9 DEX_Input Undetermine d 26.3199119 6 EtOH_Input 26.29031 26.6510009 8 4.05749 3.215359926 0.75053024 3 EtOH_Input 26.92298 26.6510009 8 2.61707 3.215359926 0.75053024 3 EtOH_Input 26.73972 26.6510009 8 2.97152 3.215359926 0.75053024 3 DSCAMSample 2 Sample Name Cт Cт Mean Quantity Quantity Mean Quantity SD DEX_GR_Thermo DEX_GR_Thermo 30.0282020 6 29.9776191 7 0.15138822 8 0.15700171 9 0.00793867 5 DEX_GR_Thermo 29.9270381 9 29.9776191 7 0.16261521 0.15700171 9 0.00793867 5 DEX_GR_Diagenode DEX_GR_Diagenode 30.1462307 29.9609737 4 0.13926553 7 0.16012355 7 0.02949769 4 DEX_GR_Diagenode 29.7757167 8 29.9609737 4 0.18098157 6 0.16012355 7 0.02949769 4 DEX_REST 32.2091865 5 32.0804901 1 0.03238002 2 0.03599264 8 0.00780573 DEX_REST 31.7453384 4 32.0804901 1 0.04495026 5 0.03599264 8 0.00780573 DEX_REST 32.2869415 3 32.0804901 1 0.03064766 3 0.03599264 8 0.00780573 DEX_IgG 30.6115379 3 31.0148620 6 0.10021676 9 0.07722122 2 0.02115714 6 DEX_IgG 31.0622158 1 31.0148620 6 0.07286686 5 0.07722122 2 0.02115714 6 DEX_IgG 31.3708305 4 31.0148620 6 0.05858003 0.07722122 2 0.02115714 6 EtOH_GR_Thermo
  • 44. EtOH_GR_Thermo 29.7102527 6 29.6365585 3 0.18955680 7 0.19996860 6 0.01472451 8 EtOH_GR_Thermo 29.5628624 29.6365585 3 0.21038042 0.19996860 6 0.01472451 8 EtOH_GR_Diagenod e 30.1961574 6 29.9052524 6 0.13443438 7 0.16683870 6 0.02813345 9 EtOH_GR_Diagenod e 29.7751789 1 29.9052524 6 0.18105042 0.16683870 6 0.02813345 9 EtOH_GR_Diagenod e 29.7444229 1 29.9052524 6 0.18503129 5 0.16683870 6 0.02813345 9 EtOH_REST 31.4585266 1 31.4449901 6 0.05505753 3 0.05596889 2 0.00804368 7 EtOH_REST 31.6401996 6 31.4449901 6 0.04841969 5 0.05596889 2 0.00804368 7 EtOH_REST 31.2362403 9 31.4449901 6 0.06442944 0.05596889 2 0.00804368 7 EtOH_IgG 31.9576301 6 31.8903865 8 0.03868424 5 0.04061406 9 0.00272918 5 EtOH_IgG EtOH_IgG 31.8231430 1 31.8903865 8 0.04254389 6 0.04061406 9 0.00272918 5 DEX_Input 21.8323993 7 23.5387344 4 49.7912712 1 22.3212413 8 23.9431324 DEX_Input 23.9305629 7 23.5387344 4 11.2920780 2 22.3212413 8 23.9431324 DEX_Input 24.8532409 7 23.5387344 4 5.88037204 7 22.3212413 8 23.9431324 EtOH_Input 23.6667861 9 23.8236827 9 13.6076746 12.7475814 8 4.41967153 5 EtOH_Input 24.4248447 4 23.8236827 9 7.96108198 2 12.7475814 8 4.41967153 5 EtOH_Input 23.3794174 2 23.8236827 9 16.6739864 3 12.7475814 8 4.41967153 5
  • 45. C. GilzNumerical ResultsData GilzSample 1 Sample Name Cт Cт Mean Quantity Quantity Mean Quantity SD DEX_GR_Thermo 34.337917 3 34.1755561 8 0.08136787 3 0.11536619 8 0.09650635 DEX_GR_Thermo 35.417533 9 34.1755561 8 0.04046019 2 0.11536619 8 0.09650635 DEX_GR_Thermo 32.771217 3 34.1755561 8 0.22427053 7 0.11536619 8 0.09650635 DEX_GR_Diagenode 33.343563 1 33.5850944 5 0.15485139 2 0.13893401 6 0.04838760 9 DEX_GR_Diagenode 33.133865 4 33.5850944 5 0.17735785 2 0.13893401 6 0.04838760 9 DEX_GR_Diagenode 34.277854 9 33.5850944 5 0.08459280 4 0.13893401 6 0.04838760 9 DEX_REST 29.110071 2 29.1767482 8 2.39735984 8 2.29731202 1 0.09122439 5 DEX_REST 29.229715 3 29.1767482 8 2.21874499 3 2.29731202 1 0.09122439 5 DEX_REST 29.190460 2 29.1767482 8 2.27583098 4 2.29731202 1 0.09122439 5 DEX_IgG 34.555481 35.0865211 5 0.07068169 1 0.05293646 5 0.01989862 5 DEX_IgG 34.895954 1 35.0865211 5 0.05670447 6 0.05293646 5 0.01989862 5 DEX_IgG 35.808132 2 35.0865211 5 0.03142322 2 0.05293646 5 0.01989862 5 EtOH_GR_Thermo 32.633586 9 33.0073585 5 0.24516198 0.20943643 2 0.09255570 9 EtOH_GR_Thermo 32.434875 5 33.0073585 5 0.27880510 7 0.20943643 2 0.09255570 9 EtOH_GR_Thermo 33.953617 1 33.0073585 5 0.10434223 0.20943643 2 0.09255570 9 EtOH_GR_Diagenod e 34.051452 6 34.2214050 3 0.09794077 3 0.08969211 6 0.02182475 5 EtOH_GR_Diagenod e 34.686275 5 34.2214050 3 0.06494523 6 0.08969211 6 0.02182475 5 EtOH_GR_Diagenod e 33.926487 34.2214050 3 0.10619033 9 0.08969211 6 0.02182475 5 EtOH_REST 28.531488 4 28.8430156 7 3.48612761 5 2.90330028 5 0.66250443 5 EtOH_REST 28.742574 7 28.8430156 7 3.04100894 9 2.90330028 5 0.66250443 5 EtOH_REST 29.254980 1 28.8430156 7 2.18276381 5 2.90330028 5 0.66250443 5 EtOH_IgG 33.780239 1 33.7762603 8 0.11673142 8 0.11797329 8 0.01827094 1 EtOH_IgG 33.534713 7 33.7762603 8 0.13683348 9 0.11797329 8 0.01827094 1 EtOH_IgG 34.013824 5 33.7762603 8 0.10035497 0.11797329 8 0.01827094 1 DEX_Input 27.296100 6 27.3389492 7.75438976 3 7.56004333 5 0.62594091 9 DEX_Input 27.235265 7 27.3389492 8.06575775 1 7.56004333 5 0.62594091 9 DEX_Input 27.485479 4 27.3389492 6.85998153 7 7.56004333 5 0.62594091 9
  • 46. EtOH_Input 27.289732 27.2832546 2 7.78641462 3 7.82008695 6 0.14999899 3 EtOH_Input 27.309028 6 27.2832546 2 7.68978548 7.82008695 6 0.14999899 3 EtOH_Input 27.250997 5 27.2832546 2 7.98405981 1 7.82008695 6 0.14999899 3 GilzSample 2 Sample Name Cт Cт Mean Quantity Quantity Mean Quantity SD DEX_GR_Thermo 30.7630977 6 30.5587310 8 0.18003533 8 0.21024081 1 0.04271699 1 DEX_GR_Thermo DEX_GR_Thermo 30.3543624 9 30.5587310 8 0.24044628 4 0.21024081 1 0.04271699 1 DEX_GR_Diagenode 30.3486499 8 30.6650981 9 0.24142059 7 0.19746927 9 0.04983158 8 DEX_GR_Diagenode 30.5614757 5 30.6650981 9 0.20765568 3 0.19746927 9 0.04983158 8 DEX_GR_Diagenode 31.0851669 3 30.6650981 9 0.14333155 8 0.19746927 9 0.04983158 8 DEX_REST 33.1167259 2 32.6838684 1 0.03402245 4 0.04758608 7 0.01383601 8 DEX_REST 32.6585693 4 32.6838684 1 0.04705652 6 0.04758608 7 0.01383601 8 DEX_REST 32.2763137 8 32.6838684 1 0.06167928 5 0.04758608 7 0.01383601 8 DEX_IgG 31.3055706 31.7260913 8 0.12262573 1 0.09384424 2 0.02789195 3 DEX_IgG 32.1607704 2 31.7260913 8 0.06693629 2 0.09384424 2 0.02789195 3 DEX_IgG 31.7119369 5 31.7260913 8 0.09197071 9 0.09384424 2 0.02789195 3 EtOH_GR_Thermo 29.9892425 5 30.0308284 8 0.31136474 0.30322513 0.02811465 EtOH_GR_Thermo 30.1804962 2 30.0308284 8 0.27193868 2 0.30322513 0.02811465 EtOH_GR_Thermo 29.9227466 6 30.0308284 8 0.32637187 8 0.30322513 0.02811465
  • 47. EtOH_GR_Diagenod e 29.6797847 7 29.7848644 3 0.38762176 0.36097177 9 0.03452223 2 EtOH_GR_Diagenod e 29.9419136 29.7848644 3 0.32197347 3 0.36097177 9 0.03452223 2 EtOH_GR_Diagenod e 29.7328910 8 29.7848644 3 0.37332004 3 0.36097177 9 0.03452223 2 EtOH_REST 31.2183647 2 31.7059936 5 0.13043433 4 0.0960657 0.03268298 5 EtOH_REST 31.7056293 5 31.7059936 5 0.09238230 4 0.0960657 0.03268298 5 EtOH_REST 32.1939926 1 31.7059936 5 0.06538044 7 0.0960657 0.03268298 5 EtOH_IgG 32.2281265 3 32.0427780 2 0.06381957 2 0.07339477 5 0.01354138 2 EtOH_IgG EtOH_IgG 31.8574256 9 32.0427780 2 0.08296997 8 0.07339477 5 0.01354138 2 DEX_Input 24.5420532 2 24.7970562 14.7209692 12.5271263 1 2.85815405 8 DEX_Input 24.6575298 3 24.7970562 13.5654640 2 12.5271263 1 2.85815405 8 DEX_Input 25.1915836 3 24.7970562 9.29494476 3 12.5271263 1 2.85815405 8 EtOH_Input 25.1186618 8 25.1909313 2 9.78736209 9 9.31017971 0.54896652 7 EtOH_Input 25.1707630 2 25.1909313 2 9.43295669 6 9.31017971 0.54896652 7 EtOH_Input 25.2833671 6 25.1909313 2 8.71022033 7 9.31017971 0.54896652 7
  • 48. D. Mt2a Numerical Results Data Mt2a Sample 1 Sample Name Cт Cт Mean Quantity Quantity Mean Quantity SD DEX_GR_Thermo 31.33603 31.36954 0.112923 0.113922 0.034621 DEX_GR_Thermo 31.83765 31.36954 0.079812 0.113922 0.034621 DEX_GR_Thermo 30.93495 31.36954 0.149032 0.113922 0.034621 DEX_GR_Diagenode 31.07767 31.3598 0.135022 0.112584 0.02239 DEX_GR_Diagenode 31.66012 31.3598 0.090242 0.112584 0.02239 DEX_GR_Diagenode 31.34161 31.3598 0.112487 0.112584 0.02239 DEX_REST 32.20865 32.63227 0.061745 0.048076 0.016073 DEX_REST 32.45381 32.63227 0.052113 0.048076 0.016073 DEX_REST 33.23434 32.63227 0.03037 0.048076 0.016073 DEX_IgG 34.44803 33.83852 0.013116 0.029555 0.031939 DEX_IgG 34.96317 33.83852 0.009184 0.029555 0.031939 DEX_IgG 32.10435 33.83852 0.066365 0.029555 0.031939 EtOH_GR_Thermo 30.71562 30.81747 0.173452 0.162092 0.014447 EtOH_GR_Thermo 30.77048 30.81747 0.166992 0.162092 0.014447 EtOH_GR_Thermo 30.96633 30.81747 0.145833 0.162092 0.014447 EtOH_GR_Diagenode 30.84647 31.34744 0.15844 0.11625 0.038912 EtOH_GR_Diagenode 31.80261 31.34744 0.081771 0.11625 0.038912 EtOH_GR_Diagenode 31.39325 31.34744 0.108539 0.11625 0.038912 EtOH_REST 31.67903 31.97647 0.089069 0.076747 0.028583 EtOH_REST 31.55421 31.97647 0.097102 0.076747 0.028583 EtOH_REST 32.69616 31.97647 0.044069 0.076747 0.028583 EtOH_IgG 31.23438 31.3993 0.121148 0.109441 0.020254 EtOH_IgG 31.72881 31.3993 0.086054 0.109441 0.020254 EtOH_IgG 31.2347 31.3993 0.121122 0.109441 0.020254 DEX_Input 25.54302 25.61696 6.212363 5.940785 0.805994 DEX_Input 25.46082 25.61696 6.575912 5.940785 0.805994 DEX_Input 25.84703 25.61696 5.034081 5.940785 0.805994 EtOH_Input Undetermined 25.46935 EtOH_Input 25.51601 25.46935 6.329543 6.540607 0.298489 EtOH_Input 25.42269 25.46935 6.751671 6.540607 0.298489
  • 49. Mt2a Sample 2 Sample Name Target Name Cт Cт Mean Quantity Quantity Mean Quantity SD DEX_GR_Thermo Mt2a 29.8476 29.809 0.277893 0.285975 0.01143 DEX_GR_Thermo Mt2a 29.7704 29.809 0.294057 0.285975 0.01143 DEX_GR_Thermo Mt2a DEX_GR_Diagenode Mt2a 30.74175 30.72056 0.144374 0.14665 0.003219 DEX_GR_Diagenode Mt2a DEX_GR_Diagenode Mt2a 30.69936 30.72056 0.148926 0.14665 0.003219 DEX_REST Mt2a 32.36602 32.53336 0.043942 0.039166 0.006754 DEX_REST Mt2a DEX_REST Mt2a 32.70069 32.53336 0.03439 0.039166 0.006754 DEX_IgG Mt2a 31.15639 31.51998 0.106564 0.083306 0.020854 DEX_IgG Mt2a 31.59865 31.51998 0.077081 0.083306 0.020854 DEX_IgG Mt2a 31.80492 31.51998 0.066274 0.083306 0.020854 EtOH_GR_Thermo Mt2a 29.78892 29.99426 0.290096 0.253233 0.050517 EtOH_GR_Thermo Mt2a 29.8671 29.99426 0.273954 0.253233 0.050517 EtOH_GR_Thermo Mt2a 30.32676 29.99426 0.19565 0.253233 0.050517 EtOH_GR_Diagenode Mt2a EtOH_GR_Diagenode Mt2a 30.04943 29.93988 0.239709 0.26057 0.029501 EtOH_GR_Diagenode Mt2a 29.83033 29.93988 0.281431 0.26057 0.029501 EtOH_REST Mt2a EtOH_REST Mt2a 31.2969 31.4229 0.096144 0.088043 0.011457 EtOH_REST Mt2a 31.5489 31.4229 0.079941 0.088043 0.011457 EtOH_IgG Mt2a 32.72152 31.80198 0.03387 0.080032 0.059835 EtOH_IgG Mt2a 30.71127 31.80198 0.147633 0.080032 0.059835 EtOH_IgG Mt2a 31.97314 31.80198 0.058592 0.080032 0.059835 DEX_Input Mt2a 24.52884 24.65135 13.66292 12.54076 1.586975 DEX_Input Mt2a 24.77386 24.65135 11.4186 12.54076 1.586975 DEX_Input Mt2a EtOH_Input Mt2a 24.71077 24.81464 11.95854 11.11241 0.985899 EtOH_Input Mt2a 24.95094 24.81464 10.02977 11.11241 0.985899 EtOH_Input Mt2a 24.78222 24.81464 11.34892 11.11241 0.985899
  • 50. E. Sgk1 Numerical ResultsData Sgk1 Sample 1 Sample Name Cт Cт Mean Quantity Quantity Mean Quantity SD DEX_GR_Thermo 32.01871 32.45957 0.159032 0.119648 0.036216 DEX_GR_Thermo 32.85159 32.45957 0.087778 0.119648 0.036216 DEX_GR_Thermo 32.5084 32.45957 0.112134 0.119648 0.036216 DEX_GR_Diagenode 32.89449 32.79361 0.085132 0.103609 0.063217 DEX_GR_Diagenode 33.59375 32.79361 0.05169 0.103609 0.063217 DEX_GR_Diagenode 31.8926 32.79361 0.174006 0.103609 0.063217 DEX_REST 32.50795 32.98707 0.11217 0.084392 0.039283 DEX_REST 33.46619 32.98707 0.056615 0.084392 0.039283 DEX_REST DEX_IgG 36.95366 35.79335 0.004701 0.01392 0.011922 DEX_IgG 35.94221 35.79335 0.009675 0.01392 0.011922 DEX_IgG 34.48417 35.79335 0.027383 0.01392 0.011922 EtOH_GR_Thermo EtOH_GR_Thermo 32.24117 32.34834 0.13569 0.126068 0.013608 EtOH_GR_Thermo 32.45552 32.34834 0.116445 0.126068 0.013608 EtOH_GR_Diagenode 31.41858 31.07673 0.244037 0.320763 0.108507 EtOH_GR_Diagenode EtOH_GR_Diagenode 30.73488 31.07673 0.397489 0.320763 0.108507 EtOH_REST 33.38749 33.2726 0.059885 0.065145 0.005301 EtOH_REST 33.27124 33.2726 0.065064 0.065145 0.005301 EtOH_REST 33.15907 33.2726 0.070486 0.065145 0.005301 EtOH_IgG 32.71308 32.86449 0.096897 0.109937 0.083067 EtOH_IgG 31.70624 32.86449 0.198754 0.109937 0.083067 EtOH_IgG 34.17416 32.86449 0.034162 0.109937 0.083067 DEX_Input 26.17943 26.22619 10.25632 9.92529 0.46815 DEX_Input 26.27295 26.22619 9.594258 9.92529 0.46815 DEX_Input EtOH_Input 26.14464 26.14291 10.5141 10.63535 1.859575 EtOH_Input 26.3878 26.14291 8.839371 10.63535 1.859575 EtOH_Input 25.89629 26.14291 12.55259 10.63535 1.859575
  • 51. Sgk1 Sample 2 Sample Name Cт Cт Mean Quantity Quantity Mean Quantity SD DEX_GR_Thermo 29.32795 29.26802 0.177987 0.185304 0.006787 DEX_GR_Thermo 29.2187 29.26802 0.191393 0.185304 0.006787 DEX_GR_Thermo 29.25742 29.26802 0.186531 0.185304 0.006787 DEX_GR_Diagenode 28.95483 28.98848 0.228088 0.228515 0.060567 DEX_GR_Diagenode 29.41338 28.98848 0.168162 0.228515 0.060567 DEX_GR_Diagenode 28.59722 28.98848 0.289294 0.228515 0.060567 DEX_REST 31.52379 31.70617 0.041351 0.039289 0.016683 DEX_REST 31.09891 31.70617 0.054846 0.039289 0.016683 DEX_REST 32.49579 31.70617 0.021671 0.039289 0.016683 DEX_IgG 29.95304 30.07588 0.117473 0.112918 0.038151 DEX_IgG 29.59955 30.07588 0.148588 0.112918 0.038151 DEX_IgG 30.67506 30.07588 0.072695 0.112918 0.038151 EtOH_GR_Thermo 28.54086 28.55823 0.300337 0.296917 0.00482 EtOH_GR_Thermo 28.54753 28.55823 0.299009 0.296917 0.00482 EtOH_GR_Thermo 28.58629 28.55823 0.291403 0.296917 0.00482 EtOH_GR_Diagenode 29.26721 28.90723 0.185321 0.239345 0.052236 EtOH_GR_Diagenode 28.85879 28.90723 0.243124 0.239345 0.052236 EtOH_GR_Diagenode 28.59569 28.90723 0.289588 0.239345 0.052236 EtOH_REST 29.70954 29.91558 0.138112 0.125878 0.042509 EtOH_REST 30.55767 29.91558 0.078594 0.125878 0.042509 EtOH_REST 29.47952 29.91558 0.160929 0.125878 0.042509 EtOH_IgG 29.51678 29.6881 0.156993 0.140559 0.014266 EtOH_IgG 29.76256 29.6881 0.133329 0.140559 0.014266 EtOH_IgG 29.78498 29.6881 0.131356 0.140559 0.014266 DEX_Input 23.86912 22.59185 6.702911 30.91397 41.43156 DEX_Input 20.16261 22.59185 78.75383 30.91397 41.43156 DEX_Input 23.74381 22.59185 7.285161 30.91397 41.43156 EtOH_Input 23.7645 23.79201 7.185659 7.058764 0.263182 EtOH_Input 23.85722 23.79201 6.756176 7.058764 0.263182 EtOH_Input 23.75432 23.79201 7.234455 7.058764 0.263182
  • 52. F. m4coding Numerical ResultsData M4coding sample 1 Sample Name Cт Cт Mean Cт SD Quantity Quantity Mean Quantity SD DEX_GR_Thermo 29.47712 30.11092 0.649295 0.491297 0.353512 0.132705 DEX_GR_Thermo 30.08095 30.11092 0.649295 0.342687 0.353512 0.132705 DEX_GR_Thermo 30.77467 30.11092 0.649295 0.22655 0.353512 0.132705 DEX_GR_Diagenode 30.61519 30.33758 0.258101 0.249163 0.29634 0.044606 DEX_GR_Diagenode 30.10489 30.33758 0.258101 0.337829 0.29634 0.044606 DEX_GR_Diagenode 30.29266 30.33758 0.258101 0.302029 0.29634 0.044606 DEX_REST 32.42992 32.51281 0.224026 0.084394 0.080791 0.010425 DEX_REST 32.34204 32.51281 0.224026 0.088936 0.080791 0.010425 DEX_REST 32.76647 32.51281 0.224026 0.069042 0.080791 0.010425 DEX_IgG 31.24485 31.1905 0.286635 0.171138 0.178533 0.031116 DEX_IgG 30.88058 31.1905 0.286635 0.212679 0.178533 0.031116 DEX_IgG 31.44607 31.1905 0.286635 0.15178 0.178533 0.031116 EtOH_GR_Thermo 30.3327 29.61414 0.819651 0.294899 0.491369 0.248819 EtOH_GR_Thermo 28.7214 29.61414 0.819651 0.771154 0.491369 0.248819 EtOH_GR_Thermo 29.78832 29.61414 0.819651 0.408053 0.491369 0.248819 EtOH_GR_Diagenode 29.90104 29.87544 0.03432 0.381515 0.387441 0.007972 EtOH_GR_Diagenode 29.83644 29.87544 0.03432 0.396505 0.387441 0.007972 EtOH_GR_Diagenode 29.88883 29.87544 0.03432 0.384304 0.387441 0.007972 EtOH_REST 31.07467 31.37964 0.4313 0.189426 0.160536 0.040856 EtOH_REST 31.68462 31.37964 0.4313 0.131646 0.160536 0.040856 EtOH_REST Undetermined 31.37964 0.4313 EtOH_IgG 30.57245 31.49824 0.85334 0.255599 0.16075 0.084437 EtOH_IgG 31.66896 31.49824 0.85334 0.132882 0.16075 0.084437 EtOH_IgG 32.25331 31.49824 0.85334 0.093771 0.16075 0.084437 DEX_Input 25.30674 24.90894 0.386984 5.913406 7.630151 1.732461 DEX_Input 24.53376 24.90894 0.386984 9.377912 7.630151 1.732461 DEX_Input 24.88631 24.90894 0.386984 7.599136 7.630151 1.732461 EtOH_Input 24.82884 24.99241 0.220306 7.864227 7.173273 0.909499 EtOH_Input 24.90549 24.99241 0.220306 7.512722 7.173273 0.909499
  • 53. EtOH_Input 25.24292 24.99241 0.220306 6.142868 7.173273 0.909499
  • 54. G. QR1 Snap25 Numerical ResultsData Sample Name Cт Cт Mean Cт SD Quantity Quantity Mean Quantity SD DEX_GR_Thermo 31.96854 31.5484 0.906621575 0.185217783 0.267966211 0.162267178 DEX_GR_Thermo 30.50793 31.5484 0.906621575 0.454926014 0.267966211 0.162267178 DEX_GR_Thermo 32.16874 31.5484 0.906621575 0.163754851 0.267966211 0.162267178 DEX_GR_Diagenode 32.40881 32.01583 0.453111708 0.141269535 0.184737682 0.053188469 DEX_GR_Diagenode 32.11848 32.01583 0.453111708 0.168896466 0.184737682 0.053188469 DEX_GR_Diagenode 31.5202 32.01583 0.453111708 0.244047061 0.184737682 0.053188469 DEX_REST 36.95646 35.09836 1.611665249 0.008609516 0.034802753 0.022837803 DEX_REST 34.07943 35.09836 1.611665249 0.050545316 0.034802753 0.022837803 DEX_REST 34.25919 35.09836 1.611665249 0.045253422 0.034802753 0.022837803 DEX_IgG 33.12841 33.50735 0.437235713 0.090736441 0.073560916 0.018758204 DEX_IgG 33.4079 33.50735 0.437235713 0.076402105 0.073560916 0.018758204 DEX_IgG 33.98575 33.50735 0.437235713 0.05354419 0.073560916 0.018758204 EtOH_GR_Thermo 31.76974 31.63173 0.511485517 0.209315181 0.235745788 0.077346541 EtOH_GR_Thermo 31.0654 31.63173 0.511485517 0.322843134 0.235745788 0.077346541 EtOH_GR_Thermo 32.06005 31.63173 0.511485517 0.175079077 0.235745788 0.077346541 EtOH_GR_Diagenode 32.58231 32.18702 0.343037426 0.126967803 0.164240077 0.032373674 EtOH_GR_Diagenode 31.96735 32.18702 0.343037426 0.185353667 0.164240077 0.032373674 EtOH_GR_Diagenode 32.01139 32.18702 0.343037426 0.180398777 0.164240077 0.032373674 EtOH_REST 32.16562 32.94107 0.73724544 0.164068744 0.109103642 0.049938649 EtOH_REST 33.0246 32.94107 0.73724544 0.096720658 0.109103642 0.049938649 EtOH_REST 33.633 32.94107 0.73724544 0.066521525 0.109103642 0.049938649 EtOH_IgG 31.68766 32.10696 0.382613242 0.220156044 0.173335731 0.042039119 EtOH_IgG 32.19607 32.10696 0.382613242 0.161024272 0.173335731 0.042039119 EtOH_IgG 32.43716 32.10696 0.382613242 0.138826877 0.173335731 0.042039119 DEX_Input 26.19505 26.36539 0.177511424 6.460769176 5.841034412 0.632981539 DEX_Input 26.35182 26.36539 0.177511424 5.866744041 5.841034412 0.632981539 DEX_Input 26.54929 26.36539 0.177511424 5.195589542 5.841034412 0.632981539 EtOH_Input 26.52024 26.7127 0.166960314 5.289283276 4.715533733 0.497600526 EtOH_Input 26.79911 26.7127 0.166960314 4.455393314 4.715533733 0.497600526 EtOH_Input 26.81874 26.7127 0.166960314 4.401924133 4.715533733 0.497600526
  • 55. Sample Name Cт Cт Mean Cт SD Quantity Quantity Mean Quantity SD DEX_GR_Thermo 30.79879 30.77101 0.029121 0.315385 0.32183 0.006783 DEX_GR_Thermo 30.77352 30.77101 0.029121 0.321198 0.32183 0.006783 DEX_GR_Thermo 30.74071 30.77101 0.029121 0.328907 0.32183 0.006783 DEX_GR_Diagenode 31.88322 31.49389 0.345004 0.144021 0.194651 0.045358 DEX_GR_Diagenode 31.37233 31.49389 0.345004 0.208353 0.194651 0.045358 DEX_GR_Diagenode 31.22612 31.49389 0.345004 0.231578 0.194651 0.045358 DEX_REST 27.2395 27.50366 0.356141 4.131868 3.486254 0.832016 DEX_REST 27.36279 27.50366 0.356141 3.779593 3.486254 0.832016 DEX_REST 27.90869 27.50366 0.356141 2.5473 3.486254 0.832016 DEX_IgG 32.21614 32.38261 0.157647 0.113219 0.100821 0.011588 DEX_IgG 32.40207 32.38261 0.157647 0.098981 0.100821 0.011588 DEX_IgG 32.52963 32.38261 0.157647 0.090263 0.100821 0.011588 EtOH_GR_Thermo 30.29039 30.18474 0.123651 0.455445 0.49291 0.044684 EtOH_GR_Thermo 30.2151 30.18474 0.123651 0.480918 0.49291 0.044684 EtOH_GR_Thermo 30.04874 30.18474 0.123651 0.542366 0.49291 0.044684 EtOH_GR_Diagenode 29.92594 30.43285 0.446997 0.592708 0.426056 0.145819 EtOH_GR_Diagenode 30.60214 30.43285 0.446997 0.363556 0.426056 0.145819 EtOH_GR_Diagenode 30.77048 30.43285 0.446997 0.321905 0.426056 0.145819 EtOH_REST 26.71469 26.90211 0.281751 6.038006 5.343378 1.020262 EtOH_REST 26.76554 26.90211 0.281751 5.820109 5.343378 1.020262 EtOH_REST 27.22613 26.90211 0.281751 4.172017 5.343378 1.020262 EtOH_IgG 31.69251 32.34581 0.617622 0.165307 0.110247 0.049884 EtOH_IgG 32.42475 32.34581 0.617622 0.097372 0.110247 0.049884 EtOH_IgG 32.92017 32.34581 0.617622 0.068064 0.110247 0.049884 DEX_Input 25.42649 25.52154 0.166429 15.32054 14.37083 1.664936 DEX_Input 25.42441 25.52154 0.166429 15.34358 14.37083 1.664936 DEX_Input 25.71371 25.52154 0.166429 12.44838 14.37083 1.664936 EtOH_Input 25.47422 25.63309 0.156504 14.80103 13.25176 1.500591 EtOH_Input 25.78711 25.63309 0.156504 11.80511 13.25176 1.500591 EtOH_Input 25.63794 25.63309 0.156504 13.14913 13.25176 1.500591
  • 56. H. Tissue Culture Methods for ReNeuronCells(HPC03A/07) Human Cells Reduced ModifiedMedium (RMM) Remove 10 ml of media from a 500 ml bottle of DMEM:F12 with 15 mM HEPES and sodium bicarbonate but without L-glutamine (Sigma: D6421) and add:  0.75 ml Human serumalbumin solution (0.03%final concentration)(20%stock,PAA: C11-096)  1.0 ml Human apo-transferrin (100 µgml-1 final concentration)(50 mgml-1 stock, SCIPAC: T100-5)  1.0 ml Putrescinedihydrochloride(16.2 gml-1 final concentration)(8.1mgml-1 stock,Sigma: P5780)  0.25 ml Human recombinant insulin (5 µgml-1 final concentration)(10 mgml-1 stock, Sigma: I9278)  1.0 ml Progesterone (60 ngml-1 final concentration)(30 µgml-1 stock,Sigma:P6149)  5.0 ml L-glutamine (2 mM final concentration)(200 mMstock, Sigma: G7513)  1.0 ml Sodium selenite (40 ngml-1 final concentration)(20 gml-1 stock,Sigma: S9133)  5.0 ml Penicillin/Streptomycin () For proliferation,thefollowingcomponents should also beadded to make RMM+++:  0.5 ml Human FGF-basic (10 ngml-1 final concentration)(10 gml-1 stock,PeproTech:100-18B)  100 l Human EGF (20 ngml-1 final concentration)(100 gml-1 stock,PeproTech: AF-100-15)  50 l 4-OHT (100 nM final concentration)(1 mM stock, Sigma: H7904) Filter the medium with all additional components through a 0.2 M filter unit and store for no longer than 2 weeks at 4C. NB: Bithell lab there is no requirement to filter as all components are sterile. Make up RMM and only add FGF2/EGF and 4OHT when required DifferentiationMedium (DM) Remove 10 ml of media from a 500 ml bottle of Neurobasal Medium (Invitrogen: 21103-049) and add:  0.75 ml Human serumalbumin solution (0.03%final concentration)(20% stock,PAA:C11-096)  1.0 ml Human apo-transferrin (100 µgml-1 final concentration)(50 mgml-1 stock, SCIPAC: T100-5)  1.0 ml Putrescinedihydrochloride(16.2 gml-1 final concentration)(8.1mgml-1 stock,Sigma: P5780)  0.25 ml Human recombinant insulin (5 µgml-1 final concentration)(10 mgml-1 stock, Sigma: I9278)  1.0 ml Progesterone (60 ngml-1 final concentration)(30 µgml-1 stock,Sigma:P6149)  5.0 ml L-glutamine (2 mM final concentration)(200 mMstock, Sigma: G7513)  1.0 ml Sodium selenite (40 ngml-1 final concentration)(20 gml-1 stock,Sigma: S9133)  10 ml B27 Supplement (1x final concentration)(50x stock,Invitrogen: 17504-044) Alternative Differentiation Medium 1 – ‘RMM’ Simply use RMM without FGF2, EGF or 4OHT Alternative Differentiation Medium 2 – ‘NB:B27’ To Neurobasal medium add 2mM glutamine, 1x Pen/strep and 1x B27 (as used for iPSC-derived hNPCs, 11530536/17504-044,Invitrogen) Alternative Differentiation Medium 3 – ‘N2:B27’
  • 57. Make a 50:50 mix of ‘N2 medium’ used for iPSC-derived hNPCs (DMEM:F12:Glutamax (31331-093 Invitrogen), 1x N2 (11520536/17502-048, Invitrogen), 1xNEAA (11140-050, Invitrogen), 1mM glutamine, 1x penstrep) and ‘B27 medium’ (same as NB:B27 above) Filter the media with all additional components through a 0.2 M filter unitand storefor no longer than 2 weeks at 4C. NB: Bithell lab there is no requirement to filter as all components are sterile. Make up RMM and only add FGF2/EGF and 4OHT when required Cell culture Plastic and Substrate Preparation Cells grow on Nunc plasticwarecoated with laminin at1 µgcm-2. Cells grown on coverslipscoated with PDL and laminin.Laminin stock is 1mg/ml (Sigma L2020). Stock vials should bethawed at 4oC (NOT room temperature) and then stored at 4oC and used within 1 month. To laminin coat, dilute laminin in DMEM:F12 or HBSS in an appropriate volume with the appropriate amount of laminin added for the surface area to be coated. For example, 75µl of laminin in 6 ml of DMEM:F12 or HBSS for a T75 flask,10µl in 1ml for a well of a 6-well plateor 2µl in 0.5ml for a well of a 24-well plate. Ensure it covers the surface. Incubate at 37oC for a MINIMUM of 2hrs, ideally overnight. Followingincubation,wash 3x with 1xPBS or HBSS and do notallowany laminin-coated surface to dry before plating cells onto it (i.e. leave on the last PBS wash until you are ready to plate the cells – the plasticwarecan happily sitin PBS atroomtemp or at37oC until required).For PDL/laminin coating(when plating onto glass), first coat with PDL and then laminin. To PDL coat, thaw a stock vial of PDL (1mg/ml) at room temperature and dilute1:50 (so to 20µg/ml) in dH2O.Cover the surfaceand incubateat37oC for 1- 2hrs (can do overnight but not necessary).Ensure that coverslipsdo not float(push down if necessary).Wash 2-3x 1xPBS or dH2O before proceeding to laminin coating(as before). Growth and Passage of ReNeuron Cells For proliferativecells,splitwhen 70-80%confluent and don’t splitmore than 1:4. Feed the cells every other day with 10 ml of fresh medium (for a T75 flask,RMM+++). To passagethe cells,remove all medium, rinsein 1xPBS then add 2-3ml Accutase (Sigma) at 37oC for ~3 minutes until cells detach. Dilute with 7 ml of DMEM:F12 or HBSS. Spin the cells at 1000 rpm for 5 minutes, remove the supernatant (except for a small volume), flick to resuspent before fully resuspending in RMM + FGF2/EGF/4OHT. Split into newly prepared flasks/plates as required. Freezing and Thawing ReNeuron Cells To freeze cells,accutasecells off theplastic(e.g.T75 flask) and pelletby centrifugation as above.Remove almost all the supernatant and resuspend by flickingin the small volume remaining(as above). Resuspend in 1.8ml of warm RMM+++ and add 10% DMSO (0.2ml, D2650, Invitrogen) slowly and with agitation.Fully mix and aliquot into cryovials, 1ml of cells per vial (i.e. 1 T75 will generate 2x 1ml vials for freezing). Transfer to a Mr Frosty freezing vessel at room temperature and placeinto a -80oC freezer overnight. The followingday,transfer frozen vials to liquid nitrogen for long-term storage. To thaw a vial of cells ensurethat you have prepared a T75 flask with laminin coating(includingbeingwashed) and that you have a 15ml tube with 11ml of pre-warmed RMM+++. Placethe vial into the 37oC waterbath until the vial thaws except for a small pieceof ice. Transfer into the hood and take <1ml of the 11ml of pre-warmed RMM+++. Add this dropwise into the vial of cells and then remove cells/RMM+++ into the remaining 10ml of RMM+++. You should nowhave 12ml in total. Transfer this to the prepared T75 flask and placein theincubator. Allow ~1hr for the cells to settle and gently remove and replace the medium with a fresh 10ml of RMM+++ to remove the medium with DMSO. Alternatively, upon thawing, transfer the cells into 9ml of pre-warmed DMEM:F12 and immediately centrifuge at 1000rpmfor 5mins and discard the supernatant(to remove DMSO). Resuspend the pellet as above (for passaging) and fully resuspend into 10ml of RMM++ before transferringinto the prepared T75.
  • 58. ReNeuron Cell Differentiation For differentiation, grow the cells to approximately 80% confluence before washing the cells twice with plain DMEM:F12 or HBSS then replace with differentiation medium (see DM or alternatives above). Change half of the medium every 2-3 days. For Treatment with Depression Study Drugs Cells were plated, treated in proliferative conditions and then differentiated (RMM without FGF2/EGF/4OHT) essentially as described in Anacker et al., with: Dexamethasone (1µM, dlluted 1:10,000 from stock in EtOH), Sertraline(1µM, dlluted 1:10,000 from stock in EtOH), Dexamethasone + Sertraline(1µM each as above) or the appropriate amount of vehicle (EtOH, 1:10,000 for single drug conditions or 1:5,000 for dual drug conditions). Some cells were left in untreated conditions.Some cells fromeach condition were fixed atDay 3 of proliferation before differentiation and some following 2 weeks of differentiation and processed for immunofluorescence analysis.