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
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.e3Subventions
Organisme : NHLBI NIH HHS
ID : N01HC95169
Pays : United States
Organisme : NHLBI NIH HHS
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Pays : United States
Organisme : NHLBI NIH HHS
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Pays : United States
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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
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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
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Pays : United States
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Pays : United States
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Pays : United States
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Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800012I
Pays : United States
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ID : HHSN268201100002I
Pays : United States
Organisme : NHLBI NIH HHS
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Pays : United States
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ID : R01 HL142711
Pays : United States
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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.