Title: Vocabularies in the caBIG Federation
1Vocabularies in the caBIG Federation
- George A. Komatsoulis, Ph.D
- Director, Quality Assurance and Compliance
- NCI Center for Biomedical Informatics and
Information Technology (CBIIT) - NCI Facilitator, caBIG Vocabulary and Common Data
Element Workspace
2Interoperability Defined
- ability of a system to access and use the parts
or equipment of another system
Semanticinteroperability
Syntacticinteroperability
Courtesy Charlie Mead
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7caBIG Compatibility Guidelines
8Uses for controlled biomedical terminology
- Recording Experimental Data
- By using terminology whose meaning is agreed upon
by all, meaning can be unambiguously conveyed - Capturing Semantic Metadata
- The meaning of data is still affected by its
context data interpretation is different if
there is an observation of anemia as a disease
symptom as opposed to an adverse event - Computable Semantic Interoperability
- Provide a mechanism to describe an information
system in such a way that two independently
developed information systems can interoperate - In caBIG, the Vocabulary and Common Data Element
(VCDE) Workspace is responsible for semantic
interoperability, and hence for vocabulary usage
within the caBIG Federation.
9Recording Experimental Data
10Enterprise Vocabulary Services
- caBIG leverages the work of the NCI Enterprise
Vocabulary Services (EVS) - EVS provides vocabulary products and services to
the NCI and the external scientific community
including - NCI Thesaurus
- NCI Metathesaurus
- External vocabularies such as LOINC, SNOMED, GO,
etc. - EVS provides access to these and other biomedical
terminologies, in the form of human accessible
tools such as the NCI Terminology Browser, and in
the form of computer accessible Application
Programming Interfaces (APIs)
11caBIG Vocabulary Development
- Generally speaking, the caBIG program will adopt
existing terminologies before funding the
development of new terminologies - For example, the Gene Ontology is considered a
caBIG approved terminology - caBIG has funded the development of three
terminology products where the community
indicated that gaps existed in current
vocabularies - Nutrition Terminology Lynne Wilkins (CRCH)
- RadLex playbook Curt Langlotz (RSNA)
- Mouse/Human Anatomy Map Martin Ringwald (JAX)
12What makes a good biomedical terminology?
- Concept orientation
- Community acceptance
- Appropriate QA/QC
- English language definitions for all concepts
- Comprehensive documentation
- Easy accessibility and/or distribution
- Appropriate editorial policies/controls (change
management) - Good Usability/Reproducibility/Understandability
(URU) - Freedom from IP or licensing Constraints
- Regulatory or Sponsor requirements
13Practical Considerations for Evaluating
Terminologies
- The guidelines adopted by the VCDE workspace
described ideals not practical tests of
vocabulary goodness of fit. - The VCDE Workspace in cooperation with NCI EVS
and the National Library of Medicine) engaged in
three experiments to devise an effective strategy
for evaluating a vocabulary against caBIG
standards. - NCI Thesaurus (NCIt) Olivier Bodenreider (NLM)
- Gene Ontology (GO) Martin Ringwald (Jackson
Labs) - Common Toxicity Criteria Adverse Events (CTCAE)
James Cimino (Columbia) - NCIt and GO have been designated caBIG approved
vocabularies CTCAE comments have been sent to
the owner of the vocabulary (NCI Cancer
Therapeutics Evaluation Program). - Standardized evaluation protocols are being
derived from these experiments.
14Development and Distribution of Terminologies
- caBIG is a federation, and this federation must
extend to the development and distribution of
terminology. - Federated terminology development presents many
challenges caBIG and EVS has focused on three
main technical challenges - Editing The NCI EVS is developing new technology
for community development of content for NCI (and
other) terminology products, including a
customized version of the Stanford Protégé tool. - Identification The VCDE workspace is developing
a distributed terminology ID system (based on
LSID) that will uniquely identify terminology in
a distributed environment - Distribution caBIG has been funding the
development of the LexBIG Open Source terminology
server. There are currently two adopters, NCI EVS
and UK cancerGrid
15Capturing Semantic Metadata
16Semantic Metadata
- As described earlier, it is important to capture
both the data being recorded and the context
around that particular data capture event. - Specifically, it is necessary to capture the
meaning of what we are recording and what
constitutes a valid response in that context. - An international standard (ISO/IEC 11179) exists
for such semantic metadata, this standard has
been leveraged to create the cancer Data
Standards Repository (caDSR). - The basic unit of metadata in the caDSR is a
Common Data Element or CDE.
17The ISO 11179 Model in the caDSR
18caDSR cancer Data Standards Repository
- The caDSR is an enterprise class system with a
series of tools for metadata management - CDE Browser
- UML Model Browser
- Curation Tool
- Administration Tool
- Sentinel Tool
- Form Builder
- The caDSR supports full metadata lifecycle (from
draft new to retired) and additional
registration statuses for classifying CDEs - The caDSR is enabling technology for Computable
Semantic Interoperability
19Computable Semantic Interoperability
20Object Oriented Information Systems
21Semantic Interoperability CDEs describing
Information Systems
22caBIG Interoperability by CDE
23Data Standards
24NCI Data Standards Activities
- Within caBIGTM the VCDE workspace works with
domain experts to facilitate the development of
standard vocabularies and data elements - The VCDE workspace uses a consensus driven
approach that accepts input from stakeholders in
the cancer research community, including NCI
funded cancer centers, cooperative groups and
other standards organizations. - These data standards drive the design of
information systems whose development is funded
by the NCI, or that desire to become caBIG
compatible. - The NCI participates in a number of other data
standards projects, including CDISC (including
the CDASH initiative), HL7 and the BRIDG project - Harmonization with BRIDG is required of all newly
funded projects in the caBIG program - The report of the NCI Clinical Trials Working
Group (CTWG) has initiated a CRF Harmonization
activity within the Study Conduct SIG of the
caBIG Clinical Trials Management Systems
workspace. This group is closely engaged with the
CDASH initiative.
25Acknowledgements
- NCI CBIIT
- Dr. Ken Buetow
- Dr. Peter Covitz
- Dr. Leslie Derr
- Dr. Mary Jo Deering
- Dr. Frank Hartel
- Dr. Sherri de Coronado
- Dr. Gilberto Fragoso
- Ms. Denise Warzel
- Mr. Avinash Shanbhag
- caBIG VCDE Workspace
- Dr. Brian Davis
- Dr. Michael Keller
- NCI EVS Team
- NCI CDE Content Team
- Mayo Clinic LexBIG Team
- Dr. James Buntrock
- Dr. Chris Chute
- Mr. Harold Solbrig
- RSNA RadLex Team
- Dr. Curt Langlotz
- CRCH Nutrition Ontology Team
- Dr. Lynne Wilkins
- Jackson Labs Anatomy Team
- Dr. Martin Ringwald
- caBIG VCDE Vocabulary Teams
- Dr. Martin Ringwald (Jackson Labs)
- Dr. Olivier Bodenreider (NLM)
- Dr. James Cimino (Columbia)
- caBIG VCDE Participants
- caBIG Patient Advocates