An Updated Polygenic Index Repository: Expanded Phenotypes, New Cohorts, and Improved Causal Inference
Authors:
- Aysu OkbayAOAysu Okbay
- Robel AlemuRARobel Alemu
- Matthew HowellMHMatthew Howell
- Aaron KleinmanAKAaron Kleinman
- 23andMe Research Team2T23andMe Research Team
- David BannDBDavid Bann
- Tim MorrisTMTim Morris
Preprint
- 13 October 2025
- preprint
- Published by Springer Nature in Research Square
Abstract
Polygenic indexes (PGIs) — DNA-based predictors of individual phenotypes — have become essential tools across biomedical and social sciences. We introduce Version 2 of the Polygenic Index Repository, which expands phenotype coverage from 47 to 61, increases the number of participating datasets from 11 to 20, and adopts a more consistent and improved methodology for PGI construction. For 16 phenotypes, we leverage summary statistics from an updated GWAS meta-analysis with greater statistical power compared to the original release, thereby improving the PGI’s predictive power. To improve power for family-based analyses, we provide imputed parental PGIs in all datasets with first-degree relatives and offer a framework for interpreting results from analyses that control for parental PGIs. We illustrate the utility of parental PGIs using two applications: (1) comparing PGI associations with and without parental PGI controls for all phenotypes in two Repository datasets with family data, and (2) for BMI and diastolic blood pressure, exploring the contribution of causal versus non-causal components of PGI associations to the imperfect portability of PGIs across subgroups within a genetic ancestry. Collectively, the updates enhance predictive performance, broaden the Repository’s scope, and introduce novel resources that reduce confounding bias and improve interpretability.Keywords
All Related Versions
This publication has 47 references indexed in Scilit:
- The effect of Vietnam-era conscription and genetic potential for educational attainment on schooling outcomesEconomics of Education Review, 2017
- Polygenic transmission disequilibrium confirms that common and rare variation act additively to create risk for autism spectrum disordersNature Genetics, 2017
- Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analysesNature Genetics, 2016
- Modeling Linkage Disequilibrium Increases Accuracy of Polygenic Risk ScoresThe American Journal of Human Genetics, 2015
- Genetic studies of body mass index yield new insights for obesity biologyNature, 2015
- LD Score regression distinguishes confounding from polygenicity in genome-wide association studiesNature Genetics, 2015
- Efficient Bayesian mixed-model analysis increases association power in large cohortsNature Genetics, 2015
- GCTA: A Tool for Genome-wide Complex Trait AnalysisThe American Journal of Human Genetics, 2011
- Data quality control in genetic case-control association studiesNature Protocols, 2010
- The cognitive reserve hypothesis: A longitudinal examination of age-associated declines in reasoning and processing speed.Developmental Psychology, 2009