ukbpheno
ukbpheno generates standardized binary phenotypes from UK Biobank main and record-level data in R to support epidemiological and genetic analyses.
Key Features:
- Data Integration: Integrates UK Biobank main dataset with record-level data files for comprehensive phenotype derivation.
- Harmonization and Processing: Implements a protocol to harmonize disparate UK Biobank data types into a consistent, analysis-ready format.
- Binary Phenotype Generation: Produces standardized binary phenotypes that are machine-actionable for downstream computational analyses.
- Reproducibility and Standardization: Provides reproducible, standardized phenotype definitions to support consistent analytical workflows.
Scientific Applications:
- Epidemiological research: Enables phenotype definition for large-scale cohort analyses within the UK Biobank.
- Genetic association studies: Supplies standardized binary phenotypes for testing associations between genetic variants and specific health conditions.
- Translational and public health research: Facilitates analyses that inform personalized medicine and population-level health strategies.
Methodology:
Implements the structured protocol for data integration and harmonization described by Yeung et al. (2022) to process UK Biobank main and record-level data into standardized binary phenotypes.
Topics
Details
- License:
- MIT
- Cost:
- Free of charge
- Tool Type:
- library
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- R
- Added:
- 8/29/2022
- Last Updated:
- 11/24/2024
Operations
Publications
Yeung MW, van der Harst P, Verweij N. ukbpheno v1.0: An R package for phenotyping health-related outcomes in the UK Biobank. STAR Protocols. 2022;3(3):101471. doi:10.1016/j.xpro.2022.101471. PMID:35769930. PMCID:PMC9234069.