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Fireflies and superbugs:
when science and nature collide

Dr Siouxsie Wiles

Dept. Molecular Medicine & Pathology
University of Auckland

ORCID: 0000-0002-0467-0015
@SiouxsieW

 #BSGSW
Meet the Lampyridae




http://youtu.be/kP_RaHo1Pmw
Daniel Keogh
     AKA
Professor Funk
Tales of cannibals & orgies ….




        Glow worms (Arachnocampa luminosa)
….and invisibility cloaks!




        Hawaiian bobtail squid and Vibrio fischeri
Bioluminescence
       Enzyme catalysed reaction
                                                                                        Flavin
              O2                CO2                                                 oxidoreductase
                                                                         FMNH                                FMN
                                                                                2
                                                                                                         H+
                                                                   O2           NAD(P)                NAD(P)H
                                                                                                                   H2
                                                                                                                    O
                                                     Light                                                                 Light
D-Luciferin                       Oxyluciferin +
                                                   (560nm)                                 α
                                                                                           ?      β
                                                                                                  ?                       (490nm)
                   Luciferase                                                            Luciferase

          ATP                   AMP
                                                                                              α
                                                                                              ?       β
                                                                                                      ?

                    FFluc

                                                             Aldehyde                                              Fatty Acid
                                                              (RHO)             C    D        A       B   E        (RCOOH)

                                                                                               lux
                                                                                              operon

                                                                                R    T                    S


                                                                                          T       S
                                                                                              R
                                                                                      -
                                                                          Fatty acid reductase complex


              Firefly (Photinus pyralis)                                Photorhabdus luminescens
Why is bioluminescence so useful?
• No light unless luciferase genes present


• Dead cells don’t glow!


• The more bacteria there are, the more light there is


• Light travels through things – like flesh & skin!


• Potential for non-destructive real-time measurements
Photonic imaging
   A highly sensitive & non-toxic analytical
 technique based on the detection of light by
specialised charge coupled device (CCD) cameras
Equipment
• Light-tight box

• Sensitive charge coupled device camera

• Number of machines commercially available
Procedure
• Animal anaesthetised for restraint purposes
• Add substrate if required
• Reference (grey-scale) photographic image taken under
  low illumination
• Image taken with/without illumination
                                                                                                                                                                                                    Image
                                                                                                                     Image                                                                      Min = -44712
                                                                                                                 Min = -44712                                                                 Max = 5.9625e+05
                                                                                                               Max = 5.9625e+05                                                                 p/sec/cm^2/sr
                                                                                                                 p/sec/cm^2/sr
                                                                                                                                                                                                     100000
                                                                                                                      100000
                                                                                                                                                                                                     90000
                                                                                                                      90000
                                                                                                                                                                                                     80000
                                                                                                                      80000
                                                                                                                                                                                                     70000
                                                                                                                      70000
                                                                                                                                                                                                     60000
                                                                                                                      60000
                                                                                                                                                                                                     50000
                                                                                                                      50000
                                                                                                                                                                                                     40000
                                                                                                                      40000
                                                                                                                                                                                                     30000
                                                                                                                      30000
                                                                                                                                                                                                Color Bar
                                                                                                                 Color Bar                                                                     Min = 30000
                                                                                                                Min = 30000                                                                   Max = 100000
                                                                                                               Max = 100000
                                                                                                                                                                                              bkg sub
                                                                                                               bkg sub                                                                        flat-fielded
                                                                                                               flat-fielded                                                                   cosmic
                                                                                                               cosmic
 Click # SW20070413151554         Series: pre cage 2                                                                              Click # SW20070413151554
                                                                                                                                     Click # SW20070413151554      Series: pre cage 22
                                                                                                                                                                   Series: pre cage
 13 Apr 2007 15:16:06             IACUC #: pre cage 2      Click # SW20070413151554   Series: pre cage 2                          1313 Apr 2007 15:16:06
                                                                                                                                      Apr 2007 15:16:06            IACUC #: pre cage 22
                                                                                                                                                                   IACUC #: pre cage
 Bin:M (2), FOV12, f8, 0.21307s   Experiment: pre cage 2   13 Apr 2007 15:16:06       IACUC #: pre cage 2                            Bin:M (4), FOV12, f1, 1m
                                                                                                                                  Bin:M (2), FOV12, f8, 0.21307s   Experiment: pre cage 2 2
                                                                                                                                                                   Experiment: pre cage
                                                           Bin:M (4), FOV12, f1, 1m   Experiment: pre cage 2                         Filter: Open                  Label: 1x4
 Filter: Open                     Label: 1x4                                                                                      Filter: Open                     Label: 1x4
                                                           Filter: Open               Label: 1x4                                     Camera: IVIS 82, DW34         Comment:
 Camera: IVIS 82, DW34            Comment:                                                                                        Camera: IVIS 82, DW34            Comment:
                                                           Camera: IVIS 82, DW34      Comment:                                                                     Analysis Comment:
                                  Analysis Comment:                                   Analysis Comment:                                                            Analysis Comment:
Bioluminescence imaging
                                    Image
                                Min = -44712
                              Max = 5.9625e+05
                                                 Measured as photons/sec/cm2/sr
                                p/sec/cm^2/sr
                                     100000

                                     90000
                                                 = number of photons leaving a square
                                                 cm of tissue and radiating into a solid
75e+05     ROI 7=7.4472e+05
                                     80000
2645e+05   ROI 8=2.7444e+05
                                     70000
                                                 angle of 1 sr
                                     60000

.9768e+05 ROI 9=3.6689e+05           50000

                                     40000

                                     30000
                                Color Bar
                               Min = 30090
                                     30000
                              Max = 100000

                              bkg sub

                                                   sr = steradian
                              flat-fielded
                              cosmic

                                                      = unit of solid angle for a sphere
     Series: pre cage 2
     IACUC #: pre cage 2
     Experiment: pre cage 2
     Label: 1x4
     Comment:
     Analysis Comment:
3Rs - Refinement
 Intraperitoneal administration              Oral gavage




Incorrectly dosed animals can therefore be removed from study


                               Andreu et al (2011). FEMS Microbiology Reviews. 35(2):360-394
Massive reduction in animal use


                        1010
(cfu per gram tissue)




                        108
 Number of bacteria




                        106


                        104


                        102



                               0   5   10    15      20   25
                                       Time (days)




                                                               Wiles et al (2004). Cellular Microbiology 6:963-972.
Massive reduction in animal use




                  Dennis et al (2008). Infection and Immunity. 76:4978-4988
Biophotonic imaging
Not just for mice….
Limits of detection

• Level of reporter expression

• Emission wavelength

• Availability of cofactors (e.g. O2 and ATP)


• Location of signal (depth and type of tissue)

• Signal impedance factors (melanin, etc)
Monitoring biological processes

• Where are cells of interest?

• Are they dead or alive?

• What genes are being expressed?
Mycobacterium tuberculosis:
   the captain of death
• 1/3 people latently infected

• 4,500 people die every day

• Resistant to common antibiotics

• Now have strains that are
  untreatable
   – Surgery
   – Incarceration


          Desperate need for new antibiotics!
Mycobacterium tuberculosis:
   a very unusual bug
• Complex lipid-rich cell wall

• Acid fast bacilli (AFBs)

• Lives inside the immune
  system’s frontline troops

• Grows very slowly




                Need something faster than
                 waiting for them to grow!
Imaging TB Consortium
● BMGF-funded consortium (Drug Accelerator Programme)


● To develop in vivo imaging for Mycobacterium tuberculosis


● LSHTM (Schaible & Bancroft) – in vivo
  Barts and the London (Parish) – fluorescent reporters
  Imperial (Wiles & Robertson) – bioluminescent reporters
Bioluminescent mycobacteria
                            luc-expressing                      lux-expressing
(relative light units)
    Light levels




                                         Mycobacterial strain



                                                                Andreu et al (2010). PLoS One. 5(5): e10777
Light reflects cell numbers
                   luc-expressing                   lux-expressing




                                     Light levels
Light levels




                 Bacterial numbers                   Bacterial numbers
                  Answer in minutes rather than weeks!
Drug screening in vitro


Bacterial culture
       +
     Drug


                          Labour-intensive

                               Slow!
Drug testing in immune cells

                                              No antibiotic
     Light levels




                                                                       Chloramphenicol



                                                             Highest antibiotic
                    Doubling dilutions from 160 ug/ml          concentration




                    Answer in ~2-4 days!

                                                 Andreu et al (2012). J. Antimicrobial Chemotherapy, 67:404
GSK acute in vivo drug assay
•    Mice intranasally infected with 105 cfu Mtb
•    24h post infection begin daily drug dosing by oral gavage
•    Organs harvested at day 9 for cfu’s

                              Treated   Untreated

           Before treatment


           8 days treatment




                                                      Andreu et al . Submitted
Non-invasive drug screening
                   Treated   Untreated




2 days treatment




8 days treatment



                                         Andreu et al . Submitted
Auckland - FMHS
Auckland - FMHS
First new class
of drugs to be
 developed for
TB in 50 years
Evolution in Action: C. rodentium



                                    A/E




• The etiological agent of mouse transmissible colonic hyperplasia

  • Colonises gastro-intestinal tract through attaching/effacing
                 (A/E) lesion formation (in vivo)



                                      Mundy et al (2005). Cellular Microbiology 7:1697-1706.
Conventional model….
                      1.E+10


                      1.E+08           wild-type
(log cfu g-1 stool)
  Viable counts




                      1.E+06


                      1.E+04

                      1.E+02
                                   intimin-
                      1.E+00
                               0   5               10       15   20   25
                                              Time (days)
In vivo infection dynamics

                           103




                                                                                  106




                                                                                                              103
                                                                                                              Photons sec-1 cm
   Day 1        Day 3               Day 6         Day 8      Day 10                       Day 14
(10 min exp) (5 min exp)         (1 min exp)   (1 min exp) (1 min exp)                  (1 min exp)




                                                                                                                   -2
                                                                                                              sr-1
                                                   Wiles et al (2006). Infection and Immunity 74:5391-5396.
Transmissible….              Image         Image
                       Min = -8.7851e+05 = -8.7851e+05
                                      Min
                       Max = 4.2345e+07 = 4.2345e+07
                                      Max
                         p/sec/cm^2/sr p/sec/cm^2/sr                              d1

                             20                                  20




                                         (Photons sec-1 cm2 -1 sr-1)
                             15                                  15




                                              Luminescence
                                                                                                                                                    Image
                                                                                                                                                 Image
                                                                                                                                                Min = -3083.3   Mi
                                                                                                                                             Min == 3.4125e+05 Max
                                                                                                                                                   -3271.7
                                                                                                                                             Max
                                                                                                                                            Max p/sec/cm^2/sr
                                                                                                                                                = 1.212e+05     p/s
                                                                                                                                             p/sec/cm^2/sr




                                                                       x10
                                  x10
                                                                                                                                                   50000
                                                                                                                                                 50000




                                                                         6
                                                                 10
                                     6
                             10
                                                                                                                                                   40000
                                                                                  d2                                                             40000


                                                                                                                                                   30000
                                                                                                                                                 30000
                             5                                   5
                                                                                                                                                   20000
                                                                                                                                                 20000


                                                                                                                                                   10000
                                                                                                                                                 10000

                          Color Bar      Color Bar                                                                                             Color Bar        Col
                                                                                                                                             Color = 5000
                                                                                                                                              Min Bar
                       Min = 6.375e+05 = 6.375e+05
                                     Min                                                                                                                       Min
~10 cfu mouse 24h
   8        -1   -1
                       Max = 2.125e+07 = 2.125e+07
                                     Max
                                                                                                                                            Min = 5000
                                                                                                                                             Max = 50000
                                                                                                                                            Max = 50000
                                                                                                                                                               Max
                                                                                                                                                bkg sub      bkg s
                                                                                                                                             bkg sub
                                                                                                                                                flat-fielded flat-fie
                                                                                                                                             flat-fielded
                                                                                                                                                cosmic       cosm
                                                                                                                                             cosmic
                                                                                Infection by natural transmission
                                                                                Click # SW20051123130535
                                                                                                 Click # SW20051123130535
                                                                                                                    Series: 1        Series: 1
                                                                             Click # SW20051123132046            Series: 1
                      bkg sub              bkg sub                              23 Nov 2005 13:05:49
                                                                             23 Nov 2005 13:21:00
                                                                                                 23 Nov 2005 13:05:49
                                                                                                                    IACUC #:
                                                                                                                 IACUC #:
                                                                                                                                     IACUC #:
                                                                                Bin:M (4), FOV12,Bin:M (4), FOV12, f1, 10m
                                                                                                  f1, 10m           Experiment: ICC180 NT B
                                                                                                                                     Experiment: ICC180 NT B
                      flat-fielded         flat-fielded                      Bin:M (4), FOV12, f1, 10m
                                                                                Filter: Open     Filter: Open
                                                                                                                 Experiment: ICC180 NT B
                                                                                                                    Label: d2 10min x4bin d2 10min x4bin
                                                                                                                                     Label:
                                           cosmic                            Filter: Open Bishop et al (2007). Microb. Infect. 9:1316-1324.
                                                                                                                 Label: d2 10min x4bin
                      cosmic                                                    Camera: IVIS 82, DW34 IVIS 82, DW34
                                                                                                 Camera:            Comment: G/Bl/U Comment: G/Bl/U GI
                                                                                                                                      GI
                                                                             Camera: IVIS 82, DW34               Comment: BG litle BR GI
Natural transmission changes                                                                                                                      Image

             tissue tropism and infectious dose                                                                                                          Min = -8.3287e+05
                                                                                                                                                                             Imag
                                                                  Image                                                                            Image Max = 1.5605e+08 Min = -15
                                                               Min = -23.633                                 Image                              Min = -212.36
                                                                                                          Min = -24.169                                    p/sec/cm^2/sr Max = 35
                                                                                                                                                Max = 2496.7
                                                               Max = 4621.9                                                                                                                   coun
                                                                  counts                                  Max = 256.56                              counts
                                                                                                             counts                                                                                50
                                                                    500                                                                               500
                                                                                                               500                                             20




                                                                                                                                                                           (Photons sec-1 cm2 -1 sr-1)
                                                                                                                                                      400      18                                  40
                                                                                                               400
                                                                    400




                                                                                                                                                                                Luminescence
                                                                                                                                                               16
                                                                                                                                                      300                                          30
                                                                                                               300
                                                                    300                                                                                        14




                                                                                                                                                                    x10
                                                                                                                                                      200                                          20
                                                                                                               200




                                                                                                                                                                       6
                                                                                                                                                               12
                                                                    200
                                                                                                                                                      100                                          10
                                                                                                               100                                             10

                                                                                                                                                               8
                                                                    100
                                                                                                                                                Color Bar                             Color Ba
                                                               Color Bar                                  Color Bar                              Min = 10                              Min = 10
                                                               Min = 100                                   Min = 10
                                                               Max = 500                                  Max = 500
                                                                                                                                                Max = 500      6                      Max = 50




            Natural                      Host Passaged     bkg sub              Lab Passaged sub Lab Passaged sub Color Bar
                                                                                              bkg
                                                                                                                 bkg
                                                                                                                 flat-fielded
                                                                                                                                                                                    bkg sub
                                                                                                                                                                                    flat-fielde
         Transmission                              (10 ) cosmic
                                                        6 flat-fielded
                                          Click # SC20041216100546
                                                                                    (109) Series:
                                                                                              flat-fielded
                                                                                              cosmic       (106) cosmic Max = 2.125e+07
                                                                                                                             Min = 4.25e+06                                         cosmic
203150258     Click # SC20041210130132 16 Dec 2004 10:06:01 Series:
                            Series:                                                    Click # SC20041216095229                        Series:
                                                                                                        IACUC #:
              10 Dec 2004 13:02:00                                                     16 Dec 2004 09:52:56                            IACUC #:
03:25                       IACUC #:         Bin:HR (2), FOV12, f1, IACUC #:
                                Tissue distribution at 3 days post-infection
                                                                     5m                                 Experiment: 109 LB grown from stool inoc
, 1m          Bin:1, FOV12, Experiment: lux nat greenOpen
                            f1, 1m           Filter:  d3            Experiment: naturalBin:1, FOV12, - without bolus
                                                                                        transmission f1,Label: gavaged mouse (U)
                                                                                                         1m                            Experiment: 106 LB grown inoc
              Filter: Open  Label:           Camera: IVIS 82, DW34  Label: contact mouse (G) Open
                                                                                       Filter:
                                                                                                        Comment:
                                                                                                                                       Label: gavaged mouse (U)
, DW34        Camera: IVIS 82, DW34
                            Comment:                                Comment:           Camera: IVIS 82, DW34                           Comment:
                                                                    Analysis Comment: 1x1
                                                                                                        Analysis Comment: 5x2                           bkg sub
                                                                                                                                       Analysis Comment: 1x1
                            Analysis Comment: 1x1
                                                                                                                                              flat-fielded
                                                                                                         Wiles et al (2005). Cellular Microbiology 7:1163-1172.
                                                                                                                                              cosmic
Phase 2: Measuring adaptation
ed samples mixed 1:1Measuring adaptation 2: Measuring2: Measuring adaptation
 tion          Phase 2: and competed (i) growing in culture, and (ii)
                              Phase 2: Measuring adaptation adaptation
                                              Phase     Phase
theeach mixed 1:1 the colony 1:1 were evolved andOutcome in (i) growing in(ii) growing in(ii)
y environments Archived samples mixed 1:1 in. mixedand of culture, and (i)
 amples colony each organisms andgrowing in culture, 1:1 (ii) competed culture, and cul
 or Archivedfor andmixed Archived samples growing and
 seed mouse samples competed (i) competed (i) competed
Monitor and environmentsenvironmentsenvironmentsstrainOutcome of Outcome of Out
mission transmission by monitoringAction!evolved were evolvedwere evolved in.
 mpetition measured and
          in the        in the were evolvedof dominant ofin.
                                       colour were
 environments the organismsthe organismsin. Outcome the organisms in.
                                       in the the organisms
         Evolution incolour of dominant strain colourstrain
 etition measured by monitoring by monitoringby measured by monitoring colour strain
           competition measured measured colour of dominant of dominant of dominan
nfectionBPI.
mics by dynamics by BPI. competition competition monitoring
(i)                                                 or
                 Phase 2: Measuring adaptation
   d1        (i)           (i)Phaseadaptation or2: Measuring2: Measuring adaptation or
                                          (i)Phase adaptation or         or
ed samples mixed 1:1Measuring 2: Measuring in culture, and (ii)
 tion          Phase 2: and competed (i) growing        Phase adaptation
theeach mixed 1:1 the colony 1:1 were evolved andOutcome in (i) growing in(ii) growing in(ii)
y environments Archived samples mixed 1:1 in. mixedand of culture, and (i)
 amples colony each organisms andgrowing in culture, 1:1 (ii) competed culture, and cul
 seed mouse for andmixed Archived samples growing and
 or Archived samples competed (i) competed (i) competed
 mpetition measured by monitoring evolvedof dominant strainOutcome were evolved in.
                                       colour were evolved
Monitor and environmentsenvironmentsenvironments the organisms of Outcome of Out
 environments the organismsthe organismsin. Outcome ofin. evolved in.
ii)       in the
mission transmission andin the were in the the organisms were
nfectionmeasured by monitoring by monitoringbyor strain by monitoring colour strain
 etition dynamics by BPI.
           competition measured colour of dominant of dominant strain
mics by BPI.
  d2
            (ii)         competition measured colour
                          (ii)          competition measured colour of dominant of dominan
                                         (ii)        monitoring
(i)
                  ‘Environment’ I (n=5)
                                    or                     or            or           or
  d1       (i)           (i)          (i)

a during
ollect bacteria during
ii)
archive. and archive.
nfection (ii)            (ii)         (ii)
  d2
                  ‘Environment’ II (n=5)

a during
ollect bacteria during
archive. and archive.
nfection
Evolution in Action!
Bacteria/gram stool




                      ‘Environment’ I   ‘Environment’ II
                       6-7 wk female      6-7 wk female
                        C57Bl/6 mice       C57Bl/6 mice
                                           + antibiotics
Crowdfunding
• US$ 4,480 = NZ$ 5,750
• 79 contributors – 51% strangers
• Mean contribution = $55.31
• NZ based = 52%
• UK/Europe = 22%
                                    115
• USA/Canada = 26%
                                    137

                                    775
US$252,811 raised so far




Round 4 coming soon!
And finally…




    corriecanuck.wordpress.com
Biostat Decision Tool


A maths-free decision making tool for statistical
 data analysis, particularly aimed at biologists
     that have small n-number data sets
… an app for Android & iPhone!




Free web based version coming soon….
Nuria Andreu
                     John Fraser           Jimmy Dalton
Brian Robertson
                     Fiona Clow             Benedict Uy
Paul Elkington
                    Simon Swift             Hannah Read
Taryn Fletcher
                  Debbie Williamson        Sarah Johnson
Nitya Krishnan
                    Fiona Radcliff           Grant Mills

                     Bill Denny             John Boikov

                    Brian Palmer             Joon Cho
Andrea Zelmer
                     Phil Crosier            Tim Yang
Ulrich Schaible
Greg Bancroft       David Jenkins
                     Shaun Lott
 Anne Bishop        Steve Richie      Greg Cook         Vic Arcus
Get in touch!




                www.youtube.com/user/Skeptimoo

                @SiouxsieW

                www.sciblogs.co.nz/infectious-thoughts/

                www.siouxsiewiles.blogspot.co.nz/

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Fireflies and superbugs: when science and nature collide

  • 1. Fireflies and superbugs: when science and nature collide Dr Siouxsie Wiles Dept. Molecular Medicine & Pathology University of Auckland ORCID: 0000-0002-0467-0015
  • 4. Daniel Keogh AKA Professor Funk
  • 5.
  • 6. Tales of cannibals & orgies …. Glow worms (Arachnocampa luminosa)
  • 7. ….and invisibility cloaks! Hawaiian bobtail squid and Vibrio fischeri
  • 8. Bioluminescence Enzyme catalysed reaction Flavin O2 CO2 oxidoreductase FMNH FMN 2 H+ O2 NAD(P) NAD(P)H H2 O Light Light D-Luciferin Oxyluciferin + (560nm) α ? β ? (490nm) Luciferase Luciferase ATP AMP α ? β ? FFluc Aldehyde Fatty Acid (RHO) C D A B E (RCOOH) lux operon R T S T S R - Fatty acid reductase complex Firefly (Photinus pyralis) Photorhabdus luminescens
  • 9. Why is bioluminescence so useful? • No light unless luciferase genes present • Dead cells don’t glow! • The more bacteria there are, the more light there is • Light travels through things – like flesh & skin! • Potential for non-destructive real-time measurements
  • 10. Photonic imaging A highly sensitive & non-toxic analytical technique based on the detection of light by specialised charge coupled device (CCD) cameras
  • 11. Equipment • Light-tight box • Sensitive charge coupled device camera • Number of machines commercially available
  • 12. Procedure • Animal anaesthetised for restraint purposes • Add substrate if required • Reference (grey-scale) photographic image taken under low illumination • Image taken with/without illumination Image Image Min = -44712 Min = -44712 Max = 5.9625e+05 Max = 5.9625e+05 p/sec/cm^2/sr p/sec/cm^2/sr 100000 100000 90000 90000 80000 80000 70000 70000 60000 60000 50000 50000 40000 40000 30000 30000 Color Bar Color Bar Min = 30000 Min = 30000 Max = 100000 Max = 100000 bkg sub bkg sub flat-fielded flat-fielded cosmic cosmic Click # SW20070413151554 Series: pre cage 2 Click # SW20070413151554 Click # SW20070413151554 Series: pre cage 22 Series: pre cage 13 Apr 2007 15:16:06 IACUC #: pre cage 2 Click # SW20070413151554 Series: pre cage 2 1313 Apr 2007 15:16:06 Apr 2007 15:16:06 IACUC #: pre cage 22 IACUC #: pre cage Bin:M (2), FOV12, f8, 0.21307s Experiment: pre cage 2 13 Apr 2007 15:16:06 IACUC #: pre cage 2 Bin:M (4), FOV12, f1, 1m Bin:M (2), FOV12, f8, 0.21307s Experiment: pre cage 2 2 Experiment: pre cage Bin:M (4), FOV12, f1, 1m Experiment: pre cage 2 Filter: Open Label: 1x4 Filter: Open Label: 1x4 Filter: Open Label: 1x4 Filter: Open Label: 1x4 Camera: IVIS 82, DW34 Comment: Camera: IVIS 82, DW34 Comment: Camera: IVIS 82, DW34 Comment: Camera: IVIS 82, DW34 Comment: Analysis Comment: Analysis Comment: Analysis Comment: Analysis Comment:
  • 13. Bioluminescence imaging Image Min = -44712 Max = 5.9625e+05 Measured as photons/sec/cm2/sr p/sec/cm^2/sr 100000 90000 = number of photons leaving a square cm of tissue and radiating into a solid 75e+05 ROI 7=7.4472e+05 80000 2645e+05 ROI 8=2.7444e+05 70000 angle of 1 sr 60000 .9768e+05 ROI 9=3.6689e+05 50000 40000 30000 Color Bar Min = 30090 30000 Max = 100000 bkg sub sr = steradian flat-fielded cosmic = unit of solid angle for a sphere Series: pre cage 2 IACUC #: pre cage 2 Experiment: pre cage 2 Label: 1x4 Comment: Analysis Comment:
  • 14. 3Rs - Refinement Intraperitoneal administration Oral gavage Incorrectly dosed animals can therefore be removed from study Andreu et al (2011). FEMS Microbiology Reviews. 35(2):360-394
  • 15. Massive reduction in animal use 1010 (cfu per gram tissue) 108 Number of bacteria 106 104 102 0 5 10 15 20 25 Time (days) Wiles et al (2004). Cellular Microbiology 6:963-972.
  • 16. Massive reduction in animal use Dennis et al (2008). Infection and Immunity. 76:4978-4988
  • 18. Not just for mice….
  • 19. Limits of detection • Level of reporter expression • Emission wavelength • Availability of cofactors (e.g. O2 and ATP) • Location of signal (depth and type of tissue) • Signal impedance factors (melanin, etc)
  • 20. Monitoring biological processes • Where are cells of interest? • Are they dead or alive? • What genes are being expressed?
  • 21. Mycobacterium tuberculosis: the captain of death • 1/3 people latently infected • 4,500 people die every day • Resistant to common antibiotics • Now have strains that are untreatable – Surgery – Incarceration Desperate need for new antibiotics!
  • 22. Mycobacterium tuberculosis: a very unusual bug • Complex lipid-rich cell wall • Acid fast bacilli (AFBs) • Lives inside the immune system’s frontline troops • Grows very slowly Need something faster than waiting for them to grow!
  • 23. Imaging TB Consortium ● BMGF-funded consortium (Drug Accelerator Programme) ● To develop in vivo imaging for Mycobacterium tuberculosis ● LSHTM (Schaible & Bancroft) – in vivo Barts and the London (Parish) – fluorescent reporters Imperial (Wiles & Robertson) – bioluminescent reporters
  • 24. Bioluminescent mycobacteria luc-expressing lux-expressing (relative light units) Light levels Mycobacterial strain Andreu et al (2010). PLoS One. 5(5): e10777
  • 25. Light reflects cell numbers luc-expressing lux-expressing Light levels Light levels Bacterial numbers Bacterial numbers Answer in minutes rather than weeks!
  • 26. Drug screening in vitro Bacterial culture + Drug Labour-intensive Slow!
  • 27. Drug testing in immune cells No antibiotic Light levels Chloramphenicol Highest antibiotic Doubling dilutions from 160 ug/ml concentration Answer in ~2-4 days! Andreu et al (2012). J. Antimicrobial Chemotherapy, 67:404
  • 28. GSK acute in vivo drug assay • Mice intranasally infected with 105 cfu Mtb • 24h post infection begin daily drug dosing by oral gavage • Organs harvested at day 9 for cfu’s Treated Untreated Before treatment 8 days treatment Andreu et al . Submitted
  • 29. Non-invasive drug screening Treated Untreated 2 days treatment 8 days treatment Andreu et al . Submitted
  • 32. First new class of drugs to be developed for TB in 50 years
  • 33.
  • 34. Evolution in Action: C. rodentium A/E • The etiological agent of mouse transmissible colonic hyperplasia • Colonises gastro-intestinal tract through attaching/effacing (A/E) lesion formation (in vivo) Mundy et al (2005). Cellular Microbiology 7:1697-1706.
  • 35. Conventional model…. 1.E+10 1.E+08 wild-type (log cfu g-1 stool) Viable counts 1.E+06 1.E+04 1.E+02 intimin- 1.E+00 0 5 10 15 20 25 Time (days)
  • 36. In vivo infection dynamics 103 106 103 Photons sec-1 cm Day 1 Day 3 Day 6 Day 8 Day 10 Day 14 (10 min exp) (5 min exp) (1 min exp) (1 min exp) (1 min exp) (1 min exp) -2 sr-1 Wiles et al (2006). Infection and Immunity 74:5391-5396.
  • 37. Transmissible…. Image Image Min = -8.7851e+05 = -8.7851e+05 Min Max = 4.2345e+07 = 4.2345e+07 Max p/sec/cm^2/sr p/sec/cm^2/sr d1 20 20 (Photons sec-1 cm2 -1 sr-1) 15 15 Luminescence Image Image Min = -3083.3 Mi Min == 3.4125e+05 Max -3271.7 Max Max p/sec/cm^2/sr = 1.212e+05 p/s p/sec/cm^2/sr x10 x10 50000 50000 6 10 6 10 40000 d2 40000 30000 30000 5 5 20000 20000 10000 10000 Color Bar Color Bar Color Bar Col Color = 5000 Min Bar Min = 6.375e+05 = 6.375e+05 Min Min ~10 cfu mouse 24h 8 -1 -1 Max = 2.125e+07 = 2.125e+07 Max Min = 5000 Max = 50000 Max = 50000 Max bkg sub bkg s bkg sub flat-fielded flat-fie flat-fielded cosmic cosm cosmic Infection by natural transmission Click # SW20051123130535 Click # SW20051123130535 Series: 1 Series: 1 Click # SW20051123132046 Series: 1 bkg sub bkg sub 23 Nov 2005 13:05:49 23 Nov 2005 13:21:00 23 Nov 2005 13:05:49 IACUC #: IACUC #: IACUC #: Bin:M (4), FOV12,Bin:M (4), FOV12, f1, 10m f1, 10m Experiment: ICC180 NT B Experiment: ICC180 NT B flat-fielded flat-fielded Bin:M (4), FOV12, f1, 10m Filter: Open Filter: Open Experiment: ICC180 NT B Label: d2 10min x4bin d2 10min x4bin Label: cosmic Filter: Open Bishop et al (2007). Microb. Infect. 9:1316-1324. Label: d2 10min x4bin cosmic Camera: IVIS 82, DW34 IVIS 82, DW34 Camera: Comment: G/Bl/U Comment: G/Bl/U GI GI Camera: IVIS 82, DW34 Comment: BG litle BR GI
  • 38. Natural transmission changes Image tissue tropism and infectious dose Min = -8.3287e+05 Imag Image Image Max = 1.5605e+08 Min = -15 Min = -23.633 Image Min = -212.36 Min = -24.169 p/sec/cm^2/sr Max = 35 Max = 2496.7 Max = 4621.9 coun counts Max = 256.56 counts counts 50 500 500 500 20 (Photons sec-1 cm2 -1 sr-1) 400 18 40 400 400 Luminescence 16 300 30 300 300 14 x10 200 20 200 6 12 200 100 10 100 10 8 100 Color Bar Color Ba Color Bar Color Bar Min = 10 Min = 10 Min = 100 Min = 10 Max = 500 Max = 500 Max = 500 6 Max = 50 Natural Host Passaged bkg sub Lab Passaged sub Lab Passaged sub Color Bar bkg bkg flat-fielded bkg sub flat-fielde Transmission (10 ) cosmic 6 flat-fielded Click # SC20041216100546 (109) Series: flat-fielded cosmic (106) cosmic Max = 2.125e+07 Min = 4.25e+06 cosmic 203150258 Click # SC20041210130132 16 Dec 2004 10:06:01 Series: Series: Click # SC20041216095229 Series: IACUC #: 10 Dec 2004 13:02:00 16 Dec 2004 09:52:56 IACUC #: 03:25 IACUC #: Bin:HR (2), FOV12, f1, IACUC #: Tissue distribution at 3 days post-infection 5m Experiment: 109 LB grown from stool inoc , 1m Bin:1, FOV12, Experiment: lux nat greenOpen f1, 1m Filter: d3 Experiment: naturalBin:1, FOV12, - without bolus transmission f1,Label: gavaged mouse (U) 1m Experiment: 106 LB grown inoc Filter: Open Label: Camera: IVIS 82, DW34 Label: contact mouse (G) Open Filter: Comment: Label: gavaged mouse (U) , DW34 Camera: IVIS 82, DW34 Comment: Comment: Camera: IVIS 82, DW34 Comment: Analysis Comment: 1x1 Analysis Comment: 5x2 bkg sub Analysis Comment: 1x1 Analysis Comment: 1x1 flat-fielded Wiles et al (2005). Cellular Microbiology 7:1163-1172. cosmic
  • 39. Phase 2: Measuring adaptation ed samples mixed 1:1Measuring adaptation 2: Measuring2: Measuring adaptation tion Phase 2: and competed (i) growing in culture, and (ii) Phase 2: Measuring adaptation adaptation Phase Phase theeach mixed 1:1 the colony 1:1 were evolved andOutcome in (i) growing in(ii) growing in(ii) y environments Archived samples mixed 1:1 in. mixedand of culture, and (i) amples colony each organisms andgrowing in culture, 1:1 (ii) competed culture, and cul or Archivedfor andmixed Archived samples growing and seed mouse samples competed (i) competed (i) competed Monitor and environmentsenvironmentsenvironmentsstrainOutcome of Outcome of Out mission transmission by monitoringAction!evolved were evolvedwere evolved in. mpetition measured and in the in the were evolvedof dominant ofin. colour were environments the organismsthe organismsin. Outcome the organisms in. in the the organisms Evolution incolour of dominant strain colourstrain etition measured by monitoring by monitoringby measured by monitoring colour strain competition measured measured colour of dominant of dominant of dominan nfectionBPI. mics by dynamics by BPI. competition competition monitoring (i) or Phase 2: Measuring adaptation d1 (i) (i)Phaseadaptation or2: Measuring2: Measuring adaptation or (i)Phase adaptation or or ed samples mixed 1:1Measuring 2: Measuring in culture, and (ii) tion Phase 2: and competed (i) growing Phase adaptation theeach mixed 1:1 the colony 1:1 were evolved andOutcome in (i) growing in(ii) growing in(ii) y environments Archived samples mixed 1:1 in. mixedand of culture, and (i) amples colony each organisms andgrowing in culture, 1:1 (ii) competed culture, and cul seed mouse for andmixed Archived samples growing and or Archived samples competed (i) competed (i) competed mpetition measured by monitoring evolvedof dominant strainOutcome were evolved in. colour were evolved Monitor and environmentsenvironmentsenvironments the organisms of Outcome of Out environments the organismsthe organismsin. Outcome ofin. evolved in. ii) in the mission transmission andin the were in the the organisms were nfectionmeasured by monitoring by monitoringbyor strain by monitoring colour strain etition dynamics by BPI. competition measured colour of dominant of dominant strain mics by BPI. d2 (ii) competition measured colour (ii) competition measured colour of dominant of dominan (ii) monitoring (i) ‘Environment’ I (n=5) or or or or d1 (i) (i) (i) a during ollect bacteria during ii) archive. and archive. nfection (ii) (ii) (ii) d2 ‘Environment’ II (n=5) a during ollect bacteria during archive. and archive. nfection
  • 40. Evolution in Action! Bacteria/gram stool ‘Environment’ I ‘Environment’ II 6-7 wk female 6-7 wk female C57Bl/6 mice C57Bl/6 mice + antibiotics
  • 42.
  • 43. • US$ 4,480 = NZ$ 5,750 • 79 contributors – 51% strangers • Mean contribution = $55.31 • NZ based = 52% • UK/Europe = 22% 115 • USA/Canada = 26% 137 775
  • 44. US$252,811 raised so far Round 4 coming soon!
  • 45.
  • 46. And finally… corriecanuck.wordpress.com
  • 47. Biostat Decision Tool A maths-free decision making tool for statistical data analysis, particularly aimed at biologists that have small n-number data sets
  • 48.
  • 49.
  • 50.
  • 51.
  • 52. … an app for Android & iPhone! Free web based version coming soon….
  • 53. Nuria Andreu John Fraser Jimmy Dalton Brian Robertson Fiona Clow Benedict Uy Paul Elkington Simon Swift Hannah Read Taryn Fletcher Debbie Williamson Sarah Johnson Nitya Krishnan Fiona Radcliff Grant Mills Bill Denny John Boikov Brian Palmer Joon Cho Andrea Zelmer Phil Crosier Tim Yang Ulrich Schaible Greg Bancroft David Jenkins Shaun Lott Anne Bishop Steve Richie Greg Cook Vic Arcus
  • 54. Get in touch! www.youtube.com/user/Skeptimoo @SiouxsieW www.sciblogs.co.nz/infectious-thoughts/ www.siouxsiewiles.blogspot.co.nz/