The goldmine of GWAS summary statistics: a systematic review of methods and tools

PI Kontou, PG Bagos - BioData Mining, 2024 - Springer
Genome-wide association studies (GWAS) have revolutionized our understanding of the
genetic architecture of complex traits and diseases. GWAS summary statistics have become …

Leveraging gene co-regulation to identify gene sets enriched for disease heritability

KM Siewert-Rocks, SS Kim, DW Yao, H Shi… - The American Journal of …, 2022 - cell.com
Identifying gene sets that are associated to disease can provide valuable biological
knowledge, but a fundamental challenge of gene set analyses of GWAS data is linking …

[图书][B] Improving understanding of complex diseases genetics with Bayesian sparse models and variational inference

W Zhang - 2023 - search.proquest.com
Large biobanks and advanced sequencing technologies have enabled large-scale GWAS,
yielding numerous associations between genetic variants and complex diseases. GWAS …