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PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_70c19ff70b3a44aabaf63eef0e36c681

PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

About this item

Full title

PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

Publisher

England: BioMed Central Ltd

Journal title

Genome Biology, 2021-09, Vol.22 (1), p.257-257, Article 257

Language

English

Formats

Publication information

Publisher

England: BioMed Central Ltd

More information

Scope and Contents

Contents

Polygenic risk scores (PRSs) have wide applications in human genetics research, but often include tuning parameters which are difficult to optimize in practice due to limited access to individual-level data. Here, we introduce PUMAS, a novel method to fine-tune PRS models using summary statistics from genome-wide association studies (GWASs). Throug...

Alternative Titles

Full title

PUMAS: fine-tuning polygenic risk scores with GWAS summary statistics

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_70c19ff70b3a44aabaf63eef0e36c681

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_70c19ff70b3a44aabaf63eef0e36c681

Other Identifiers

ISSN

1474-760X,1474-7596

E-ISSN

1474-760X

DOI

10.1186/s13059-021-02479-9

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