Systematic analyses uncover plasma proteins linked to incident cardiovascular diseases

孟德尔随机化 疾病 内科学 冠状动脉疾病 生命银行 生物 心血管健康 蛋白质组 生物信息学 重新调整用途 全基因组关联研究 医学 心肌梗塞 血液蛋白质类 心力衰竭 糖尿病 队列 调解 荟萃分析 遗传关联 蛋白质组学 生物标志物 队列研究 肿瘤科 血浆水平 计算生物学 弗雷明翰心脏研究 代谢组 动脉粥样硬化性心血管疾病 心房颤动
作者
Yi-Lin Chen,Jijing Wang,Jia You,Ji-Yun Cheng,Zeyu Li,Yi‐Jun Ge,Bing-Ran Yao,Xiaoyu He,Yu Guo,Yi Zhang,Shi-Dong Chen,Yang Liu,Xinrui Wu,Bang‐Sheng Wu,Ya-Ru Zhang,Mei Cui,Qiang Dong,Jianfeng Feng,Mei Tian,Wei Cheng
出处
期刊:Protein & Cell [Springer Science+Business Media]
卷期号:17 (3): 231-247 被引量:4
标识
DOI:10.1093/procel/pwaf072
摘要

Cardiovascular disease (CVD) research is hindered by limited comprehensive analyses of plasma proteome across disease subtypes. Here, we systematically investigated the associations between plasma proteins and cardiovascular outcomes in 53,026 UK Biobank participants over a 14-year follow-up. Association analyses identified 3,089 significant associations involving 892 unique protein analytes across 13 CVD outcomes. The most notable associations included NT-proBNP for atrial fibrillation (P = 6.31 × 10-313), followed by NPPB (P = 1.03 × 10-164) and GDF15 for heart failure (P = 1.21 × 10-166). Among 445 unique proteins significantly linked to 18 cardiovascular metrics, LEP (RVEDV: β = -9.03, P = 2.76 × 10-51) and FABP4 (RVEDV: β = -10.18, P = 2.42 × 10-32) emerged as the strongest correlates of cardiac structure and function. Our integrated prediction model performed excellently across the majority of CVD outcomes, achieving an AUC of 0.86 for abdominal aneurysm. Two-sample Mendelian randomization analysis revealed 225 proteins causally linked to CVDs, with LPA showing the strongest coronary artery disease association (OR = 1.13 [1.10-1.17], P = 2.38 × 10-15), many of which are targets of existing drugs, suggesting repurposing opportunities. Mediation analysis revealed broad-spectrum mediators (e.g., IGFBP4 and GDF15, each influencing 9 cardiovascular outcomes) and outcome-specific protein mediators, with modifiable risk factors such as smoking and BMI predominantly mediating protein-CVD associations.This comprehensive longitudinal study provides unprecedented insights into plasma proteome influences on cardiovascular health interactions, offering novel perspectives for CVD diagnosis, prediction, and prevention.
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