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ImmPort: Strategies to Enhance
Discoverability of Clinical Trial Data
Barry Smith
http://ontology.buffalo.edu/smith
https://immport.niaid.nih.gov
1
pipeline
2
BISC pipeline
PIs, hospitals, biostatisticians
…
3
BISC pipeline
PIs, hospitals, biostatisticians
…
4
Northrop
Grumman
BISC pipeline
PIs, hospitals, biostatisticians
…
5
Northrop
Grumman
Max &
Mindy
BISC pipeline
perform
study &
collect
data
analyze
data
(SAS …)
submit
data to
ImmPort
process &
de-identify,
data in
ImmPort
discover,
aggregate,
analyze,
data in
ImmPort
pipeline is siloed by heterogeneous
terminologies and standards
perform
study &
collect
data
analyze
data
(SAS …)
submit
data to
ImmPort
process &
de-identify,
data in
ImmPort
discover,
aggregate,
analyze,
data in
ImmPort
siloes break discovery, comparability
and analysis
perform
study &
collect
data
analyze
data
(SAS …)
submit
data to
ImmPort
process &
de-identify,
data in
ImmPort
discover,
compare,
analyze,
data in
ImmPort
9
10
76 results;
0 results for
ImmPort
how break down terminology-created
silo walls?
perform
study &
collect
data
analyze
data
(SAS …)
submit
data to
ImmPort
process &
de-identify,
data in
ImmPort
discover,
aggregate,
analyze,
data in
ImmPort
standards and software
CDISC, SDTM
EHRs, ELNs, CTMSs
standards and software
ImmPort templates
MYSQL …
11
Immune-Related Ontologies (examples)
Protein Ontology (PRO)
Gene Ontology (GO)
Cell Ontology (CL)
Immune Epitope Ontology
Beta Cell Genomics Ontology
Infectious Disease Ontology
Allergy Ontology
Antibody Ontology
CDISC2RDF
CL+ (for CyTOF)
Cytokine Ontology
Immunology Ontology
VDJ Ontology
http://ncorwiki.buffalo.edu/index.php/Immunology_Ontologies
12
these ontologies are already being
used by Max and Mindy
perform
study &
compile
data
analyze
data
(SAS …)
submit
data to
ImmPort
process &
de-identify,
data in
ImmPort
discover,
aggregate,
analyze,
data in
ImmPort
standards and software
CDISC, SDTM
EHRs, ELNs, CTMSs
standards and software
ImmPort templates
html, SQL ..
immune-
related
ontologies
GO, PRO, CL,
…
pipeline
perform
study &
compile
data
analyze
data
(SAS …)
submit
data to
ImmPort
process &
de-identify,
data in
ImmPort
discover,
aggregate,
analyze,
data in
ImmPort
standards and software
ImmPort templates
html, SQL ..
immune-related ontologies
GO, PRO, CL, … CDISC2RTF
standards and software
CDISC, SDTM
EHRs, ELNs, CTMSs
14
strategies
• FDA-CDISC-CDISC2RDF
• LabKey / Electronic Lab Notebook strategy
• training submitters and users
15
Rho strategy
PIs, hospitals, contract
research organizations (CROs):
Rho Federal Systems Division
Northrop
Grumman
Max,
Mindy
16
ImmPort: Training and Strategy Meeting
Rho Federal Systems Division, Chapel Hill, Oct. 9-10
– to provide assistance to actual and potential submitters of data
to ImmPort
– to enable interaction between submitters and those charged
with managing ImmPort
– to improve discoverability and usability of data from ImmPort
Speakers
Ashley Xia (NIAID)
Barry Smith (Buffalo / BISC)
Jeff Wiser (NG / BISC)
David Iklé, John Lim, Karen Kesler (Rho)
http://ncorwiki.buffalo.edu/index.php/ImmPort 17
one idea: an ontologically informed
CTMS incrementally removing silos
through the entire ImmPort pipeline
PIs, hospitals, CROs:
Rho Federal Systems Division
Northrop
Grumman
Max,
Mindy
18
not only would this make life easier for
all the participants listed here:
PIs, hospitals, CROs:
Rho Federal Systems Division
Northrop
Grumman
Max,
Mindy,
Atul …
19
it would also make ImmPort data
discoverable by external researchers
PIs,
hospitals,
CROs
Northrop
Grumman
de-identified
patient data
20

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ImmPort strategies to enhance discoverability of clinical trial data

  • 1. ImmPort: Strategies to Enhance Discoverability of Clinical Trial Data Barry Smith http://ontology.buffalo.edu/smith https://immport.niaid.nih.gov 1
  • 3. BISC pipeline PIs, hospitals, biostatisticians … 3
  • 4. BISC pipeline PIs, hospitals, biostatisticians … 4 Northrop Grumman
  • 5. BISC pipeline PIs, hospitals, biostatisticians … 5 Northrop Grumman Max & Mindy
  • 6. BISC pipeline perform study & collect data analyze data (SAS …) submit data to ImmPort process & de-identify, data in ImmPort discover, aggregate, analyze, data in ImmPort
  • 7. pipeline is siloed by heterogeneous terminologies and standards perform study & collect data analyze data (SAS …) submit data to ImmPort process & de-identify, data in ImmPort discover, aggregate, analyze, data in ImmPort
  • 8. siloes break discovery, comparability and analysis perform study & collect data analyze data (SAS …) submit data to ImmPort process & de-identify, data in ImmPort discover, compare, analyze, data in ImmPort
  • 9. 9
  • 11. how break down terminology-created silo walls? perform study & collect data analyze data (SAS …) submit data to ImmPort process & de-identify, data in ImmPort discover, aggregate, analyze, data in ImmPort standards and software CDISC, SDTM EHRs, ELNs, CTMSs standards and software ImmPort templates MYSQL … 11
  • 12. Immune-Related Ontologies (examples) Protein Ontology (PRO) Gene Ontology (GO) Cell Ontology (CL) Immune Epitope Ontology Beta Cell Genomics Ontology Infectious Disease Ontology Allergy Ontology Antibody Ontology CDISC2RDF CL+ (for CyTOF) Cytokine Ontology Immunology Ontology VDJ Ontology http://ncorwiki.buffalo.edu/index.php/Immunology_Ontologies 12
  • 13. these ontologies are already being used by Max and Mindy perform study & compile data analyze data (SAS …) submit data to ImmPort process & de-identify, data in ImmPort discover, aggregate, analyze, data in ImmPort standards and software CDISC, SDTM EHRs, ELNs, CTMSs standards and software ImmPort templates html, SQL .. immune- related ontologies GO, PRO, CL, …
  • 14. pipeline perform study & compile data analyze data (SAS …) submit data to ImmPort process & de-identify, data in ImmPort discover, aggregate, analyze, data in ImmPort standards and software ImmPort templates html, SQL .. immune-related ontologies GO, PRO, CL, … CDISC2RTF standards and software CDISC, SDTM EHRs, ELNs, CTMSs 14
  • 15. strategies • FDA-CDISC-CDISC2RDF • LabKey / Electronic Lab Notebook strategy • training submitters and users 15
  • 16. Rho strategy PIs, hospitals, contract research organizations (CROs): Rho Federal Systems Division Northrop Grumman Max, Mindy 16
  • 17. ImmPort: Training and Strategy Meeting Rho Federal Systems Division, Chapel Hill, Oct. 9-10 – to provide assistance to actual and potential submitters of data to ImmPort – to enable interaction between submitters and those charged with managing ImmPort – to improve discoverability and usability of data from ImmPort Speakers Ashley Xia (NIAID) Barry Smith (Buffalo / BISC) Jeff Wiser (NG / BISC) David Iklé, John Lim, Karen Kesler (Rho) http://ncorwiki.buffalo.edu/index.php/ImmPort 17
  • 18. one idea: an ontologically informed CTMS incrementally removing silos through the entire ImmPort pipeline PIs, hospitals, CROs: Rho Federal Systems Division Northrop Grumman Max, Mindy 18
  • 19. not only would this make life easier for all the participants listed here: PIs, hospitals, CROs: Rho Federal Systems Division Northrop Grumman Max, Mindy, Atul … 19
  • 20. it would also make ImmPort data discoverable by external researchers PIs, hospitals, CROs Northrop Grumman de-identified patient data 20