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Large-scale integration of the plasma proteome with genetics and disease.

Authors :
Ferkingstad E
Sulem P
Atlason BA
Sveinbjornsson G
Magnusson MI
Styrmisdottir EL
Gunnarsdottir K
Helgason A
Oddsson A
Halldorsson BV
Jensson BO
Zink F
Halldorsson GH
Masson G
Arnadottir GA
Katrinardottir H
Juliusson K
Magnusson MK
Magnusson OT
Fridriksdottir R
Saevarsdottir S
Gudjonsson SA
Stacey SN
Rognvaldsson S
Eiriksdottir T
Olafsdottir TA
Steinthorsdottir V
Tragante V
Ulfarsson MO
Stefansson H
Jonsdottir I
Holm H
Rafnar T
Melsted P
Saemundsdottir J
Norddahl GL
Lund SH
Gudbjartsson DF
Thorsteinsdottir U
Stefansson K
Source :
Nature genetics [Nat Genet] 2021 Dec; Vol. 53 (12), pp. 1712-1721. Date of Electronic Publication: 2021 Dec 02.
Publication Year :
2021

Abstract

The plasma proteome can help bridge the gap between the genome and diseases. Here we describe genome-wide association studies (GWASs) of plasma protein levels measured with 4,907 aptamers in 35,559 Icelanders. We found 18,084 associations between sequence variants and levels of proteins in plasma (protein quantitative trait loci; pQTL), of which 19% were with rare variants (minor allele frequency (MAF) < 1%). We tested plasma protein levels for association with 373 diseases and other traits and identified 257,490 associations. We integrated pQTL and genetic associations with diseases and other traits and found that 12% of 45,334 lead associations in the GWAS Catalog are with variants in high linkage disequilibrium with pQTL. We identified 938 genes encoding potential drug targets with variants that influence levels of possible biomarkers. Combining proteomics, genomics and transcriptomics, we provide a valuable resource that can be used to improve understanding of disease pathogenesis and to assist with drug discovery and development.<br /> (© 2021. The Author(s), under exclusive licence to Springer Nature America, Inc.)

Details

Language :
English
ISSN :
1546-1718
Volume :
53
Issue :
12
Database :
MEDLINE
Journal :
Nature genetics
Publication Type :
Academic Journal
Accession number :
34857953
Full Text :
https://doi.org/10.1038/s41588-021-00978-w