Integrative proteomic analyses across common cardiac diseases yield mechanistic insights and enhanced prediction

被引:2
|
作者
Schuermans, Art [1 ,2 ,3 ,4 ,5 ]
Pournamdari, Ashley B. [1 ,2 ,6 ]
Lee, Jiwoo [1 ,2 ,3 ,4 ]
Bhukar, Rohan [1 ,2 ,3 ,4 ]
Ganesh, Shriienidhie [1 ,2 ,3 ,4 ]
Darosa, Nicholas [1 ,2 ,3 ,4 ]
Small, Aeron M. [1 ,2 ,7 ]
Yu, Zhi [1 ,2 ,3 ,4 ,8 ]
Hornsby, Whitney [1 ,2 ,3 ,4 ]
Koyama, Satoshi [1 ,2 ,3 ,4 ]
Kooperberg, Charles [9 ]
Reiner, Alexander P. [9 ]
Januzzi, James L. [10 ,11 ,12 ]
Honigberg, Michael C. [1 ,2 ,3 ,4 ,11 ,12 ]
Natarajan, Pradeep [1 ,2 ,3 ,4 ,11 ,12 ]
机构
[1] Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA 02142 USA
[2] Broad Inst Harvard & MIT, Cardiovasc Dis Initiat, Cambridge, MA 02142 USA
[3] Massachusetts Gen Hosp, Cardiovasc Res Ctr, Boston, MA 02114 USA
[4] Massachusetts Gen Hosp, Ctr Genom Med, Boston, MA 02114 USA
[5] Katholieke Univ Leuven, Fac Med, Leuven, Belgium
[6] David Geffen Sch Med UCLA, Dept Med, Los Angeles, CA USA
[7] Brigham & Womens Hosp, Dept Med, Cardiovasc Med Div, Boston, MA USA
[8] Massachusetts Gen Hosp, Dept Med, Clin & Translat Epidemiol Unit, Boston, MA USA
[9] Fred Hutchinson Canc Ctr, Div Publ Hlth Sci, Seattle, WA USA
[10] Baim Inst Clin Res, Boston, MA USA
[11] Massachusetts Gen Hosp, Div Cardiol, Boston, MA 02114 USA
[12] Harvard Med Sch, Dept Med, Boston, MA 02115 USA
来源
NATURE CARDIOVASCULAR RESEARCH | 2024年 / 3卷 / 12期
关键词
AORTIC-VALVE CALCIFICATION; MENDELIAN RANDOMIZATION; NATRIURETIC PEPTIDE; HEALTH; PROTEIN; RISK; BIOMARKER; HE-4; SET;
D O I
10.1038/s44161-024-00567-0
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Cardiac diseases represent common highly morbid conditions for which molecular mechanisms remain incompletely understood. Here we report the analysis of 1,459 protein measurements in 44,313 UK Biobank participants to characterize the circulating proteome associated with incident coronary artery disease, heart failure, atrial fibrillation and aortic stenosis. Multivariable-adjusted Cox regression identified 820 protein-disease associations-including 441 proteins-at Bonferroni-adjusted P < 8.6 x 10(-6). Cis-Mendelian randomization suggested causal roles aligning with epidemiological findings for 4% of proteins identified in primary analyses, prioritizing therapeutic targets across cardiac diseases (for example, spondin-1 for atrial fibrillation and the Kunitz-type protease inhibitor 1 for coronary artery disease). Interaction analyses identified seven protein-disease associations that differed Bonferroni-significantly by sex. Models incorporating proteomic data (versus clinical risk factors alone) improved prediction for coronary artery disease, heart failure and atrial fibrillation. These results lay a foundation for future investigations to uncover disease mechanisms and assess the utility of protein-based prevention strategies for cardiac diseases.
引用
收藏
页码:1516 / 1530
页数:29
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