Mendelian randomization of circulating proteome identifies actionable targets in heart failure

被引:12
作者
Moncla, Louis-Hippolyte Minvielle [1 ]
Mathieu, Samuel [1 ]
Sylla, Mame Sokhna [1 ]
Bosse, Yohan [2 ]
Theriault, Sebastien [3 ]
Arsenault, Benoit J. [1 ,4 ]
Mathieu, Patrick [1 ,5 ]
机构
[1] Laval Univ, Quebec Heart & Lung Inst, Genom Med & Mol Epidemiol Lab, Quebec City, PQ G1V 4G5, Canada
[2] Laval Univ, Dept Mol Med, Quebec City, PQ, Canada
[3] Laval Univ, Dept Mol Biol Med Biochem & Pathol, Quebec City, PQ, Canada
[4] Laval Univ, Dept Med, Quebec City, PQ, Canada
[5] Laval Univ, Dept Surg, Quebec City, PQ, Canada
基金
加拿大健康研究院;
关键词
Heart failure; Mendelian randomization; Blood protein; Network; Pathway; Druggable genome; IL-15; REQUIREMENTS; ACTIVIN; DISEASE; COMPLEX; CRIPTO; FORMS;
D O I
10.1186/s12864-022-08811-2
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background Heart failure (HF) is a prevalent cause of mortality and morbidity. The molecular drivers of HF are still largely unknown. Results We aimed to identify circulating proteins causally associated with HF by leveraging genome-wide genetic association data for HF including 47,309 cases and 930,014 controls. We performed two-sample Mendelian randomization (MR) with multiple cis instruments as well as network and enrichment analysis using data from blood protein quantitative trait loci (pQTL) (2,965 blood proteins) measured in 3,301 individuals. Nineteen blood proteins were causally associated with HF, were not subject to reverse causality and were enriched in ligand-receptor and glycosylation molecules. Network pathway analysis of the blood proteins showed enrichment in NF-kappa B, TGF beta, lipid in atherosclerosis and fluid shear stress. Cross-phenotype analysis of HF identified genetic overlap with cardiovascular drugs, myocardial infarction, parental longevity and low-density cholesterol. Multi-trait MR identified causal associations between HF-associated blood proteins and cardiovascular outcomes. Multivariable MR showed that association of BAG3, MIF and APOA5 with HF were mediated by the blood pressure and coronary artery disease. According to the directional effect and biological action, 7 blood proteins are targets of existing drugs or are tractable for the development of novel therapeutics. Among the pathways, sialyl Lewis x and the activin type II receptor are potential druggable candidates. Conclusions Integrative MR analyses of the blood proteins identified causally-associated proteins with HF and revealed pleiotropy of the blood proteome with cardiovascular risk factors. Some of the proteins or pathway related mechanisms could be targeted as novel treatment approach in HF.
引用
收藏
页数:12
相关论文
共 50 条
[21]   SGLT2 inhibition, plasma proteins, and heart failure: a proteome-wide Mendelian Randomization and colocalization study [J].
Luo, Jinlan ;
Shi, Lili ;
Liu, Jingrui ;
Li, Gen ;
Tu, Ling ;
Hu, Shuiqing .
FRONTIERS IN CARDIOVASCULAR MEDICINE, 2024, 11
[22]   Serum urate and heart failure: a bidirectional Mendelian randomization study [J].
Yang, Fangkun ;
Hu, Teng ;
Cui, Hanbin .
EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY, 2022, 29 (11) :1570-1578
[23]   Systematic druggable genome-wide Mendelian randomization identifies therapeutic targets for sarcopenia [J].
Yin, Kang-Fu ;
Chen, Ting ;
Gu, Xiao-Jing ;
Su, Wei-Ming ;
Jiang, Zheng ;
Lu, Si-Jia ;
Cao, Bei ;
Chi, Li-Yi ;
Gao, Xia ;
Chen, Yong-Ping .
JOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE, 2024, 15 (04) :1324-1334
[24]   Uric acid levels and heart failure: A mendelian randomization study [J].
Zheng, Jiaqi ;
Cen, Kaiwen ;
Zhang, Jiajun ;
Zhang, Huan ;
Zhao, Mingguang ;
Hou, Xiaowen .
NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2024, 34 (04) :1008-1013
[25]   Causal effects between circulating immune cells and heart failure: evidence from a bidirectional Mendelian randomization study [J].
Rutao Bian ;
Xuegong Xu ;
Zishuang Li .
BMC Medical Genomics, 17
[26]   The causal relationship between circulating inflammatory proteins and heart failure: A two-sample Mendelian randomization study [J].
Wei, Fangxiang ;
Rui, Haomiao ;
Bian, Rutao ;
Liu, Shunyu .
MEDICINE, 2025, 104 (01) :e41115
[27]   Causal effects between circulating immune cells and heart failure: evidence from a bidirectional Mendelian randomization study [J].
Bian, Rutao ;
Xu, Xuegong ;
Li, Zishuang .
BMC MEDICAL GENOMICS, 2024, 17 (01)
[28]   Association of anaemia on heart failure and left ventricular function: A bidirectional Mendelian randomization study [J].
Ying, Yuchen ;
Ye, Jiachun ;
Yuan, Zhechen ;
Cai, Dihui .
ESC HEART FAILURE, 2024, 11 (01) :299-305
[29]   Proteome-wide mendelian randomization investigates potential associations in heart failure and its etiology: emphasis on PCSK9 [J].
Lin, Lichao ;
Yu, Huizhen ;
Xue, Yan ;
Wang, Liman ;
Zhu, Pengli .
BMC MEDICAL GENOMICS, 2024, 17 (01)
[30]   Systematic druggable genome-wide Mendelian randomization identifies therapeutic targets for hyperemesis gravidarum [J].
Wang, Fengyang ;
Ruan, Wenpeng ;
Yin, Qiuyuan ;
Zhu, Lei .
BMC PREGNANCY AND CHILDBIRTH, 2024, 24 (01)