Robust Bioinformatics Approaches Result in the First Polygenic Risk Score for BMI in Greek Adults.

ABSTRACT: Quantifying the role of genetics via construction of polygenic risk scores (PRSs) is deemed a resourceful tool to enable and promote effective obesity prevention strategies. The present paper proposes a novel methodology for PRS extraction and presents the first PRS for body mass index (BMI) in a Greek population. A novel pipeline for PRS derivation was used to analyze genetic data from a unified database of three cohorts of Greek adults. The pipeline spans various steps of the process, from iterative dataset splitting to training and test partitions, calculation of summary statistics and PRS extraction, up to PRS aggregation and stabilization, achieving higher evaluation metrics. Using data from 2185 participants, implementation of the pipeline enabled consecutive repetitions in splitting

SUBMITTER: Kafyra M 

PROVIDER: S-EPMC9960517 | biostudies-literature | 2023 Feb

REPOSITORIES: biostudies-literature