Evaluating and implementing block jackknife resampling Mendelian randomization to mitigate bias induced by overlapping samples.
Si FangGibran HemaniTom G RichardsonTom R GauntGeorge Davey SmithPublished in: Human molecular genetics (2022)
Participant overlap can induce overfitting bias into Mendelian randomization (MR) and polygenic risk score (PRS) studies. Here, we evaluated a block jackknife resampling framework for genome-wide association studies (GWAS) and PRS construction to mitigate overfitting bias in MR analyses and implemented this study design in a causal inference setting using data from the UK Biobank.