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

GWAS functional genomics genome-wide association study genomics metabolomics multi-omics pathway discovery proteomics

Journal

Cell metabolism
ISSN: 1932-7420
Titre abrégé: Cell Metab
Pays: United States
ID NLM: 101233170

Informations de publication

Date de publication:
05 09 2023
Historique:
received: 27 09 2022
revised: 12 04 2023
accepted: 24 07 2023
medline: 8 9 2023
pubmed: 16 8 2023
entrez: 15 8 2023
Statut: ppublish

Résumé

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.

Identifiants

pubmed: 37582364
pii: S1550-4131(23)00271-1
doi: 10.1016/j.cmet.2023.07.012
pii:
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

1646-1660.e3

Subventions

Organisme : NHLBI NIH HHS
ID : N01HC95169
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL120393
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00005
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95168
Pays : United States
Organisme : NIGMS NIH HHS
ID : P30 GM118430
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95162
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800010I
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95167
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95163
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00002
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800011I
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL120393
Pays : United States
Organisme : NHLBI NIH HHS
ID : K23 HL150327
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000040
Pays : United States
Organisme : NIDDK NIH HHS
ID : K23 DK127073
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL117626
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201000001I
Pays : United States
Organisme : NLM NIH HHS
ID : F30 LM013320
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00007
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95161
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00001
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001881
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK081572
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800015I
Pays : United States
Organisme : NIDDK NIH HHS
ID : U24 DK112340
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00004
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL133870
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001420
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800012I
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201100002I
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95165
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL142711
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95159
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL146462
Pays : United States
Organisme : NHLBI NIH HHS
ID : K08 HL145095
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00003
Pays : United States
Organisme : NHGRI NIH HHS
ID : U54 HG003067
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201500003I
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95164
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800014I
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00006
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001079
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95166
Pays : United States
Organisme : NIMHD NIH HHS
ID : HHSN268201800013I
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95160
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201100037C
Pays : United States

Informations de copyright

Copyright © 2023. Published by Elsevier Inc.

Déclaration de conflit d'intérêts

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.

Auteurs

Mark D Benson (MD)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Aaron S Eisman (AS)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA; Center for Biomedical Informatics, Brown University, Providence, RI, USA.

Usman A Tahir (UA)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Daniel H Katz (DH)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Shuliang Deng (S)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Debby Ngo (D)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Jeremy M Robbins (JM)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Alissa Hofmann (A)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Xu Shi (X)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Shuning Zheng (S)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Michelle Keyes (M)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Zhi Yu (Z)

Broad Institute of Harvard and MIT, Cambridge, MA, USA.

Yan Gao (Y)

University of Mississippi Medical Center, Jackson, MS, USA.

Laurie Farrell (L)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Dongxiao Shen (D)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Zsu-Zsu Chen (ZZ)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Daniel E Cruz (DE)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Mario Sims (M)

University of Mississippi Medical Center, Jackson, MS, USA.

Adolfo Correa (A)

University of Mississippi Medical Center, Jackson, MS, USA.

Russell P Tracy (RP)

Department of Pathology Laboratory Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, USA.

Peter Durda (P)

Department of Pathology Laboratory Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, USA.

Kent D Taylor (KD)

The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.

Yongmei Liu (Y)

Department of Medicine, Division of Cardiology, Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC, USA.

W Craig Johnson (WC)

Department of Biostatistics, University of Washington, Seattle, WA, USA.

Xiuqing Guo (X)

The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.

Jie Yao (J)

The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.

Yii-Der Ida Chen (YI)

The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.

Ani W Manichaikul (AW)

Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA; Division of Biostatistics and Epidemiology, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA.

Deepti Jain (D)

University of Washington, Seattle, WA, USA.

Qiong Yang (Q)

Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA.

Claude Bouchard (C)

Human Genomic Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA, USA.

Mark A Sarzynski (MA)

Department of Exercise Science, University of South Carolina, Columbia, Columbia, SC, USA.

Stephen S Rich (SS)

Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA.

Jerome I Rotter (JI)

The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.

Thomas J Wang (TJ)

Department of Medicine, UT Southwestern Medical Center, Dallas, TX, USA.

James G Wilson (JG)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Clary B Clish (CB)

Broad Institute of Harvard and MIT, Cambridge, MA, USA.

Indra Neil Sarkar (IN)

Center for Biomedical Informatics, Brown University, Providence, RI, USA.

Pradeep Natarajan (P)

Broad Institute of Harvard and MIT, Cambridge, MA, USA; Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA; Department of Medicine Harvard Medical School, Boston, MA, USA.

Robert E Gerszten (RE)

Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA. Electronic address: rgerszte@bidmc.harvard.edu.

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Classifications MeSH