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


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.

SUBMITTER: Benson MD 

PROVIDER: S-EPMC11118091 | biostudies-literature | 2023 Sep

REPOSITORIES: biostudies-literature

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

Benson Mark D MD   Eisman Aaron S AS   Tahir Usman A UA   Katz Daniel H DH   Deng Shuliang S   Ngo Debby D   Robbins Jeremy M JM   Hofmann Alissa A   Shi Xu X   Zheng Shuning S   Keyes Michelle M   Yu Zhi Z   Gao Yan Y   Farrell Laurie L   Shen Dongxiao D   Chen Zsu-Zsu ZZ   Cruz Daniel E DE   Sims Mario M   Correa Adolfo A   Tracy Russell P RP   Durda Peter P   Taylor Kent D KD   Liu Yongmei Y   Johnson W Craig WC   Guo Xiuqing X   Yao Jie J   Chen Yii-Der Ida YI   Manichaikul Ani W AW   Jain Deepti D   Yang Qiong Q   Bouchard Claude C   Sarzynski Mark A MA   Rich Stephen S SS   Rotter Jerome I JI   Wang Thomas J TJ   Wilson James G JG   Clish Clary B CB   Sarkar Indra Neil IN   Natarajan Pradeep P   Gerszten Robert E RE  

Cell metabolism 20230814 9


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, in  ...[more]

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2023-11-13 | GSE243009 | GEO