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dknet.orgAn+NIDDK+Resource
dkNET&Introductory&Webinar&
**+THIS+WEBINAR+IS+BEING+RECORDED+**
dknet.orgAn+NIDDK+Resource
Outline
• Introduction*to*dkNET
• Research*Resource*Identifiers*(RRIDs)*and*Resource*Reports
• Reproducibility*Reports*
• FAIR*Data*Services
• Hypothesis*Center
dknet.orgAn+NIDDK+Resource
What+is+dkNET?
• dkNET'was'launched'to'serve'the'needs'of'basic'and'clinical'investigators'in'
diabetes,)digestive,)endocrine,)metabolic,)kidney,)and)urologic)diseases.
• dkNET'provides'seamless'access'to'a'collection'of'diverse'research'
resources,'including'data,)information,)materials,)tools,)funding)
opportunities,)literature,)services,)events,)news,)and'projects that'advance'
the'mission'of'the'NIDDK.
• dkNET'provides'tools'and'services'in'support'of'rigor)and)reproducibility,'
built'around'the'Research'Resource'Identifier'(RRID)'and'the'FAIR'data'
principles
dknet.orgAn+NIDDK+Resource
dkNET+3.0
What’s'new?
• Resource'Reports
• Reproducibility'
Reports
• FAIR'data'services
• Hypothesis'center
• Frequent(updates(
and(improvements
Currently*in*Public*Beta****Official*Launch:**Early*April*2019
dknet.orgAn+NIDDK+Resource
dkNET+3.0+8 Discovery+Portal
Redesigned(Discovery(Portal
Searches(across(200+(databases(&(literature
dknet.orgAn+NIDDK+Resource
Research(Resource(Identifiers((RRIDs)(
and(Resource(Reports
Problem:
Key+Biological+Resources+are+not+findable
50%+of+resources+are+not+identifiable!
<Vasilevsky+et+al,+2013
Search
dknet.orgAn+NIDDK+Resource
RRIDs%are:
● Unique%identifiers%for%
research%resources
● Search%friendly%
● Provided%by%independent%
community%registries%who%
track%a%single%type%of%
resource
RRID:AB_1855196
Fothergill%LJ%et%al.%Cell%and%Tissue%Research.%375%(2)%359N69,%2019.
dknet.orgAn+NIDDK+Resource
● More&than&700&Journals&with&RRIDs
● Information&on&RRIDs&included&in&author&guidelines
Supported+by+major+publishers
Why$were$RRIDs$created?
Tracking
Who$used$these$mice?
Rigor+and+Transparency
New$Guidelines$Authenticate:$
Antibodies,$Cell$lines,$Organisms
RRIDs$answer$both$needs
“...Blueprint,IC,were,briefed,on,the,
neuromouse,project,..,publication,
generated,using,this,resource; (It$
was$4$) believe); to,the,extent,NIF,
could,offer,a,strategy,for,
monitoring/tracking,this,resource,
that,would,be,extremely,valuable…”
Nov,2011
Resource$Identification$Initiative
dkNET,'NIF,'FORCE11,'
OHSU
RRID$solution:
Key$Biological$Resources$are$findable
~90%$of$resources$in$RRID$papers$are$identifiable!
>Bandrowski$…$Vasilevsky,$2015
Cost$of$curation$is$reduced
RRID:IMSR_JAX:005763
One$Click
dknet.orgAn+NIDDK+Resource
dkNET+Resource+Reports
• Aggregates(
information(about(
research(resources(
using(the(RRID
• Who(is(using(them?
• Do(they(have(issues?
• How(do(they(
compare?
• Is(anyone(near(me(
using(them?
dknet.orgAn+NIDDK+Resource
Resource+Reports+Demo
https://dknet.org
dknet.orgAn+NIDDK+Resource
Snippet+view
Resource(Reports
dknet.orgAn+NIDDK+Resource
Table+view
Resource(Reports
dknet.orgAn+NIDDK+Resource
Resource+Summary+Report
Resource(Information
dkNET&updates&its
data&from&community&
resource&registries
● Antibody&Registry
● Cellosaurus
● SciCrunch&Registry&
● Organism&
repositories
Usage&Report
dknet.orgAn+NIDDK+Resource
Tracking+resource+usage
RRIDs%are%unique%
identifiers%that%make%it%
easy%to%track%usage
Stats%from%Endocrinology
dknet.orgAn+NIDDK+Resource
Collaborators+Network
dkNET&provides&researchers&a&search&
tool&to&find&a&list&of&researchers&by&
locations.
dknet.orgAn+NIDDK+Resource
Rating+and+Alerts
Currently,*dkNET*aggregates*information*from*ENCODE,*
Human*Protein*Atlas*and*resource*centers*such*as*the*
Intestinal*Stem*Cell*Consortium*(ISCC).
dknet.orgAn+NIDDK+Resource
Registering+a+resource
• RRIDs%can%be%assigned%to%both%
commercial%and%non4
commercial%resources
*
*
An#NIDDK#Resource dknet.org
RRIDs#for#Biosamples#
Register(biosamples(@(
NCBI(BioSample(and(
obtain(SAM*(identifiers
Automatically(
obtain(RRIDs(
Users(can(find(
biosample(
information(
@dkNET((
dkNET(has(worked(with(the(RRID(Initiative,(IIDP((Integrated(Islet(Distribution(Program),(and(
BioSamples(databases(in(the(EU(and(US(in(order(to(provide(identifiers(for(the(pancreatic(
islets(used(by(IIDP(researchers.
dknet.orgAn+NIDDK+Resource
Reproducibility.Reports
How$to$authenticate$a$cell$line;$What$to$do?
ICLAC.org$– the$International$Cell$Line$
Authentication$Committee$gives$some$useful$
guidelines$and$also$provides$a$list$of$questionable$
cell$lines.$
ICLAC$suggests:
• Verification$using$sequencing$of$the$cell$line$as$it$comes$
into$the$lab
• Spot$checking$the$cell$line$on$some$schedule
• Verifying$cell$line$at$the$end$of$the$experiments
• Check$with$known$contaminated$cell$lines
Do#we#publish#papers#with#
contaminated#cell#lines?
“Not%one%of%my%published%papers%
has%led%to%a%retraction%by%a%journal%
or%scientist.%Less%than%10%
corrections%have%been%issued,%
when%each%false%line%I%discovered%
affects%the%conclusions%of%
hundreds%or%thousands%of%papers.”
RRIDs%are%associated%with%a%lower%reported%use%of%problematic%
cell%lines%in%the%biomedical%literature
Babic&Z,&et&al.&eLIFE&20195&8:e41676 DOI:&10.7554/eLife.41676
ICLAC%warning%may%
prevent%authors%from%
publishing%results%with%
contaminated%lines
…
Shouldn’t%we%know%
before%starting%
experiments?
eLife,%2019
RRIDs%can%warn%authors%before publishing
dknet.orgAn+NIDDK+Resource
NIH+Guidelines+on+Rigor+and+Reproducibility
• Rigor:'“...the'strict'application'
of'the'scientific'method'to'
ensure'robust'and'unbiased'
experimental'design,'
methodology,'analysis,'
interpretation'and'reporting'
of'results.”
• dkNET'can'assist'researchers'
in'preparing'authentication'
plans'for'cell+lines and'
antibodies.
https://grants.nih.gov/reproducibility/index.htm
How$to$authenticate$antibodies;$Validation$pillars
dknet.orgAn+NIDDK+Resource
Custom+Reproducibility+Reports
What%are%included%in%the%custom%
reproducibility%reports?
1. Resource%information%
2. RRIDs
3. Any%noted%issues%or%problems%with%
the%resources
4. Authentication%plans%based%on%
submitted%resources
dkNET%has%also%created%an%automated%tool%to%enable%researchers%to%
add%individual%resources%and%gather%more%information%including%
warning%information%when%there%is%a%problem.
dknet.orgAn+NIDDK+Resource
Custom+Reproducibility+Report+Dashboard
Easy%steps%to%generate%a%
report:
1. Open'an'dkNET'
account
2. Create'a'report
3. Search'your'
resource'and'add'it'
to'the'report
4. Generate'the'report
5. Save'your'report
Warning'sign'
when'adding'a'
problematic'
resource
4 5
3
dknet.orgAn+NIDDK+Resource
Custom+Reproducibility+Report+; Cell+Lines+
Identification+of+Cell+Lines
Authentication+Plan
dknet.orgAn+NIDDK+Resource
Custom+Reproducibility+Report+; Antibody
Identification+of+Antibodies
Authentication+Plan
dknet.orgAn+NIDDK+Resource
Custom+Reproducibility+Report+; Resource+Information
dknet.orgAn+NIDDK+Resource
FAIR%Data%Services
dknet.orgAn+NIDDK+Resource
FAIR+data+principles
High level principles to make data:
• Findable
• Accessible
• Interoperable
• Re-usable
Mark%D.%Wilkinson%et%al.%The%FAIR%Guiding%Principles%for%scientific%data%management%and%stewardship,%
Scientific(Data (2016).%DOI:%10.1038/sdata.2016.18
…for humans and machines
dknet.orgAn+NIDDK+Resource
FAIR+principles+are...
• “…characteristics that contemporary data resources, tools, vocabularies and
infrastructures should exhibit to assist discovery and reuse by third-
parties”-Wilkinson et al.,2016
• Recognized by major initiatives: EC-Elixir, H2020, US National Institutes of
Health and G20
• It is recognised that FAIR data…play an essential role in the objectives of Open Science to improve and accelerate
scientific research, to increase the engagement of society, and to contribute significantly to economic growth.
Accordingly, ‘the Open Science agenda contains the ambition to make FAIR data sharing the default for scientific
research by 2020.’ -Turning FAIR data into reality
• “…we support appropriate efforts to promote open science and facilitate appropriate access to publicly funded
research results on findable, accessible, interoperable and reusable (FAIR) principles”-G20 Hangzhou
Summit
dknet.orgAn+NIDDK+Resource
FAIR+Data+Resources
● Research)data)management)information
● Suggested)data)repositories
● Tools)for)creating)a)FAIR)Data)Plan)(Coming)soon!)
dknet.orgAn+NIDDK+Resource
Hypothesis*Center
dknet.orgAn+NIDDK+Resource
dkNET+3.0+8 Hypothesis+Center
SPP#simplifies#data#mining#of#‘omics#data#and#
hypothesis#generation#for#the#bench#researcher
Partnership+with+the+Signaling+
Pathways+Project+(SPP)+knowledge+
base:++Neil+McKenna,+Baylor
An#NIDDK#Resource dknet.org
dkNET&Summer&of&Data&Student&Internship
Program'description
• Students)will)use)the)dkNET)portal)(dkNET.org))to)support)their)own)
research)or)that)of)their)PI’s)lab,)while)learning)the)basics)of)good)
data)management)for)FAIR)(Findable,)Accessible,)Interoperable,)
Reusable))data.)
• Research)projects)should)be)in)the)areas)of)focus)for)NIDDK)disease)
fields.)Preference)will)be)given)to)those)projects)that)would)most)
benefit)from)the)types)of)services)offered)by)dkNET,)e.g.,)projects)
that)involve)antibodies,)genetically)modified)organisms,)and)‘omics’)
data.)
General'Expectation
• Investigators)who)receive)dkNET)support)are)required)to)have)their)
funded)student)participate)in)(5))weekly)online)webinars/discussions)
with)the)dkNET)team,)present)their)work)to)the)dkNET)team)and)
provide)a)final)standard)report)(ca.)2)pages)in)length))at)the)end)of)
the)project.
An#NIDDK#Resource dknet.org
Upcoming)webinar
Friday,#April#12,#2019,#11am#PDT
Research#Resource#Identifiers#(RRIDs)
Dr.#Anita#Bandrowski
dknet.orgAn+NIDDK+Resource
Thank&You

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