Querying Four Decades of Clinical Research Data at
- Slides: 35
Querying Four Decades of Clinical Research Data at the National Institutes of Health James Cimino, MD, FACMI, FACP Laboratory for Informatics Development NIH Clinical Center and National Library of Medicine
Clinical Research Data at the NIH Institute System EHRs (CRIS/MIS) Lab System Personal System
Clinical Research Data at the NIH Institute System EHRs (CRIS/MIS) Personal System Lab System BTRIS* * The NIH Biomedical Translational Research Information System
What is in BTRIS? • • CRIS – Alerts – Allergies – Anatomic Pathology – Blood Bank – Clinical Documents (unstructured) – Clinical Documents (structured) – Demographics – Diagnoses/Problems – Echocardiograms – Electrocardiograms – Lab Tests and Panels (Location) • – Medication Administration – Medication Orders – Microbiology (Links to Mass Spec) – PDF Documents – Radiology Reports – Radiology Images – Vital Signs MIS – Blood Bank – Demographics – Lab Tests and Panels – Medications – Microbiology – Radiology Reports – Vital Signs Other institutes – NIAID (CRIMSON: Labs, Meds, Problems) – NIAAA (Assessments) – NCI (Labmatrix, C 3 D, Biospecimens) – NICHD (CTDB: Forms) – NHGRI (Labmatrix, Exome Data)
BTRIS Data Growth
Reports by Type
BTRIS Functions • Identified data: – Attribute subjects to protocols – Query for protocol-related data – Submit summary results to Clinical. Trials. gov
Click here to go to db. SNP
Click here to get other data
1976 -2014: 39 years of Data
Using the Data for Quality Control The Department of Laboratory Medicine’s Clinical Chemistry section is experiencing a problem with magnesium (Mg) measurements on the main Clinical Chemistry analyzer. Values are lower than the true value…
BTRIS Functions • Identified data: – Attribute subjects to protocols – Query for protocol-related data – Submit summary results to Clinical. Trials. gov • De-Identified data – Human-mediated queries for complex data – Self-service “Limited Data Sets”
Limited Data Set Queries • Data types: – Demographics – Diagnoses – Laboratory results – Medications • Uses: – Quick “snapshots” of BTRIS contents – Preliminary analysis for protocol development – Estimates of availability of eligible subjects – Retrospective data study
Case Study 1 (self-service): Diagnoses Associated with Elevated B 12 Levels • What is the significance of an incidental elevation of vitamin B 12? • Query: – All subjects with B 12>999 – All Diagnoses – All B 12 levels
Case Study 1 (self-service): Diagnoses Associated with Elevated B 12 Levels
Case Study 1 (self-service): Diagnoses Associated with Elevated B 12 Levels
Case Study 1 (self-service): Diagnoses Associated with Elevated B 12 Levels
Case Study 2 (human-mediated): Drug-Induced Adverse Events • What is the correlation between a chemotherapeutic drug and adverse events over time? • Query: – All subjects with any dose of the drug – All systolic blood pressure < 90 mm. Hg
Case Study 2 (human-mediated): Drug-Induced Adverse Events
What Does Really BTRIS Add? • Centralization and curation of data • Centralization and curation of terminologies • Self-service tools • Clarification and operationalization of policies
- Access module 2: querying a database
- Access module 2 querying a database
- Decades project examples
- Last decades art
- One step forward two decades back
- Stages of clinical supervision
- What is socra
- Dr lemech
- Research design in clinical psychology
- Pi clinical research consultancy
- Good documentation practices in clinical research
- Clinical research statistician
- Diabetic retinopathy clinical research network
- Kavi institute of clinical research
- Aro clinical research
- Translating research findings to clinical nursing practice
- Jasper clinical research
- Asbmt clinical research training course
- Diabetic retinopathy clinical research network
- Clinical research support services
- Clinical research definition
- Diabetic retinopathy clinical research network
- Diabetic retinopathy clinical research network
- Diabetic retinopathy clinical research network
- Diabetic retinopathy clinical research network
- Questra clinical research
- Mrc career development award
- Foundations of clinical research applications to practice
- Iwr clinical research
- Mghs wheelers
- Society of clinical data management
- Clinical data repository
- Sae reconciliation steps
- Four sides and four corners
- Skin assessment charting
- Dimensions of research