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Protein-metabolite association studies identify novel proteomic determinants of metabolite levels in human plasma.

Authors :
Benson MD
Eisman AS
Tahir UA
Katz DH
Deng S
Ngo D
Robbins JM
Hofmann A
Shi X
Zheng S
Keyes M
Yu Z
Gao Y
Farrell L
Shen D
Chen ZZ
Cruz DE
Sims M
Correa A
Tracy RP
Durda P
Taylor KD
Liu Y
Johnson WC
Guo X
Yao J
Chen YI
Manichaikul AW
Jain D
Yang Q
Bouchard C
Sarzynski MA
Rich SS
Rotter JI
Wang TJ
Wilson JG
Clish CB
Sarkar IN
Natarajan P
Gerszten RE
Source :
Cell metabolism [Cell Metab] 2023 Sep 05; Vol. 35 (9), pp. 1646-1660.e3. Date of Electronic Publication: 2023 Aug 14.
Publication Year :
2023

Abstract

Although many novel gene-metabolite and gene-protein associations have been identified using high-throughput biochemical profiling, systematic studies that leverage human genetics to illuminate causal relationships between circulating proteins and metabolites are lacking. Here, we performed protein-metabolite association studies in 3,626 plasma samples from three human cohorts. We detected 171,800 significant protein-metabolite pairwise correlations between 1,265 proteins and 365 metabolites, including established relationships in metabolic and signaling pathways such as the protein thyroxine-binding globulin and the metabolite thyroxine, as well as thousands of new findings. In Mendelian randomization (MR) analyses, we identified putative causal protein-to-metabolite associations. We experimentally validated top MR associations in proof-of-concept plasma metabolomics studies in three murine knockout strains of key protein regulators. These analyses identified previously unrecognized associations between bioactive proteins and metabolites in human plasma. We provide publicly available data to be leveraged for studies in human metabolism and disease.<br />Competing Interests: Declaration of interests M.D.B. reports investigator-initiated grants from Amgen and Boehringer-Ingelheim. P.N. reports investigator-initiated grants from Amgen, Apple, AstraZeneca, Boston Scientific, and Novartis and personal fees from Apple, AstraZeneca, Blackstone Life Sciences, Foresite Labs, Novartis, Roche/Genentech; is a co-founder of TenSixteen Bio; is a shareholder of geneXwell, TenSixteen Bio, and Vertex; is a scientific advisory board member of geneXwell and TenSixteen Bio; and reports spousal employment at Vertex, all unrelated to the present work.<br /> (Copyright © 2023. Published by Elsevier Inc.)

Details

Language :
English
ISSN :
1932-7420
Volume :
35
Issue :
9
Database :
MEDLINE
Journal :
Cell metabolism
Publication Type :
Academic Journal
Accession number :
37582364
Full Text :
https://doi.org/10.1016/j.cmet.2023.07.012