COSMOS: A FAIR-aligned infrastructure for clinical trial data validation, warehousing, and interactive discovery
C A K RobertsiD, Anna Nilsson‐TakeuchiiD, Charlotte M. StuartiD, Martin ChiversiD, Patrícia SoaresiD, Vincent Foure, Gareth Owen GriffithsiD, Umar H.K. NiaziiD
Abstract
1.SummaryThe Clinical Omics System for Metadata and Outcome Storage (COSMOS) is an open-source, FAIR- and GCP aligned clinical trial unit (CTU) infrastructure designed to streamline the transition of academic clinical and multi-omic trial datasets into curated, analysis-ready repositories within Secure Data Environments (SDEs). By integrating an automated Data Quality and Data Validation (DQ&DV) "Trust Layer" with a relational Structured Query Language (SQL) schema, COSMOS enables programmatic and interactive data access via R Shiny applications. Dynamic integration of omics and clinical data is achieved through analytical data structures (e.g. ExpressionSet objects) linked via relational database identifiers. This lowers technical barriers for researchers and promotes governed data reuse and secondary discovery. Availability and ImplementationCOSMOS is freely available under the GPL-3.0 license at https://github.com/at2e19/SCTU_COSMOS_DQDV_Shiny Supplementary information: Supplementary data are available at Bioinformatics online.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- SODAR: managing multi-omics study data and metadata
Mikko Nieminen, Oliver Stolpe, … Manuel Holtgrewe·GigaSciencePeer-reviewed·Dec 28, 2022
- cohorts: A Python package for clinical ‘omics data management
Nicholas Giangreco, Barry M. Fine, Nicholas P. Tatonetti·bioRxiv·May 2, 2019
- Obstacles to the Reuse of Study Metadata in ClinicalTrials.gov
L. Miron, R. S. Goncalves, M. Musen·bioRxiv·Nov 11, 2020
- FAIR Data Station for Lightweight Metadata Management & Validation of Omics Studies
Bart Nijsse, Peter J. Schaap, Jasper J. Koehorst·GigaSciencePeer-reviewed·Dec 28, 2022
- COPO: a metadata platform for brokering FAIR data in the life sciences
Felix Shaw, Anthony Etuk, … Robert Davey·F1000ResearchPeer-reviewed·Jun 2, 2020
- Efficient data management infrastructure for the integration of imaging and omics data in life science research
Luis Kuhn Cuellar, Andreas Friedrich, … Sven Nahnsen·bioRxiv·Dec 28, 2019