Proteogenomic links to human metabolic diseases

被引:21
|
作者
Koprulu, Mine [1 ]
Carrasco-Zanini, Julia [1 ]
Wheeler, Eleanor [1 ]
Lockhart, Sam [1 ,2 ]
Kerrison, Nicola D. [1 ]
Wareham, Nicholas J. [1 ]
Pietzner, Maik [1 ,3 ,4 ]
Langenberg, Claudia [1 ,3 ,4 ]
机构
[1] Univ Cambridge, Inst Metab Sci, MRC Epidemiol Unit, Sch Clin Med, Cambridge, England
[2] Univ Cambridge, Wellcome MRC Inst Metab Sci, MRC Metab Dis Unit, Cambridge, England
[3] Berlin Inst Hlth Charite Univ Med Berlin, Computat Med, Berlin, Germany
[4] Queen Mary Univ London, Precis Healthcare Univ, Res Inst, London, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
GASTRIN-RELEASING-PEPTIDE; FGFR4 GLY388ARG POLYMORPHISM; GLUCOSE-METABOLISM; INSULIN-RESISTANCE; ASSOCIATION; VARIANTS; MODEL; METAANALYSIS; CONTRIBUTE; LOCI;
D O I
10.1038/s42255-023-00753-7
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Studying the plasma proteome as the intermediate layer between the genome and the phenome has the potential to identify new disease processes. Here, we conducted a cis-focused proteogenomic analysis of 2,923 plasma proteins measured in 1,180 individuals using antibody-based assays. We (1) identify 256 unreported protein quantitative trait loci (pQTL); (2) demonstrate shared genetic regulation of 224 cis-pQTLs with 575 specific health outcomes, revealing examples for notable metabolic diseases (such as gastrin-releasing peptide as a potential therapeutic target for type 2 diabetes); (3) improve causal gene assignment at 40% (n = 192) of overlapping risk loci; and (4) observe convergence of phenotypic consequences of cis-pQTLs and rare loss-of-function gene burden for 12 proteins, such as TIMD4 for lipoprotein metabolism. Our findings demonstrate the value of integrating complementary proteomic technologies with genomics even at moderate scale to identify new mediators of metabolic diseases with the potential for therapeutic interventions. Koprulu et al. integrate antibody-based proteomic data with genomics to link protein-encoding genes to human metabolic disease.
引用
收藏
页码:516 / 528
页数:13
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