Wang Hesong, Xie Fengzhe, Wang Meng, Ji Jianxin, Song Yongzhen, Dai Yanyan, Wang Liuying, Kang Zheng, Cao Lei
Department of Biostatistics, School of Public Health, Harbin Medical University, Harbin 150081, China.
Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin 150081, China.
Int J Mol Sci. 2025 Jun 27;26(13):6201. doi: 10.3390/ijms26136201.
Coronary atherosclerosis (CAS) is a major cause of cardiovascular morbidity worldwide. The understanding of atherosclerosis has shifted from a cholesterol deposition disorder to an inflammation-driven disease, with anti-inflammatory therapies demonstrating clinical efficacy. Identifying inflammatory protein targets is crucial for developing targeted therapies. A proteome-wide Mendelian randomization (MR) analysis was performed to explore therapeutic targets for CAS by integrating inflammatory proteomics data from the UK-PPP (54,219 participants, 2923 proteins) and Iceland cohorts (35,559 participants, 4907 proteins) as exposures and outcome data for CAS, atherosclerosis, and carotid atherosclerosis from FinnGen. Replication MR employed meta-analysis of six proteomics datasets and CAS data from three sources, while the impact of the identified proteins on four cardiovascular diseases was also investigated. Colocalization analysis (PPH > 0.9), reverse MR, and SMR were used to ensure robust causal inference. Proteome-wide MR identified 11 proteins significantly associated with CAS ( < 3.52 × 10), with all but CD4 linked to cardiovascular disease risk. Notably, colocalization confirmed the causal roles of PCSK9, IL6R, CELSR2, FN1, and SPARCL1 in CAS, and single-cell RNA-seq analysis revealed that five genes (TGFB1, SPARCL1, IL6R, FN1, and CELSR2) were exclusively expressed in smooth muscle cells of either coronary plaques or healthy vasculature. Druggability assessments were subsequently conducted for these targets. The three most promising targets (CELSR2, FN1, and SPARCL1), along with the other identified proteins and their biological functions, exhibit robust causal associations with CAS. FN1 and TGFB1 have the potential for drug repurposing in atherosclerosis treatment.
冠状动脉粥样硬化(CAS)是全球心血管疾病发病的主要原因。对动脉粥样硬化的认识已从胆固醇沉积紊乱转变为炎症驱动的疾病,抗炎疗法已显示出临床疗效。确定炎症蛋白靶点对于开发靶向治疗至关重要。进行了全蛋白质组孟德尔随机化(MR)分析,通过整合来自英国PPP(54219名参与者,2923种蛋白质)和冰岛队列(35559名参与者,4907种蛋白质)的炎症蛋白质组学数据作为暴露因素,以及来自芬兰基因库的CAS、动脉粥样硬化和颈动脉粥样硬化的结局数据,来探索CAS的治疗靶点。复制性MR采用了对六个蛋白质组学数据集和来自三个来源的CAS数据的荟萃分析,同时还研究了所鉴定蛋白质对四种心血管疾病的影响。共定位分析(PPH>0.9)、反向MR和SMR用于确保可靠的因果推断。全蛋白质组MR鉴定出11种与CAS显著相关的蛋白质(<3.52×10),除CD4外,所有这些蛋白质都与心血管疾病风险相关。值得注意的是,共定位证实了PCSK9、IL6R、CELSR2、FN1和SPARCL1在CAS中的因果作用,单细胞RNA测序分析表明,五个基因(TGFB1、SPARCL1、IL6R、FN1和CELSR2)仅在冠状动脉斑块或健康血管的平滑肌细胞中表达。随后对这些靶点进行了药物可及性评估。三个最有前景的靶点(CELSR2、FN1和SPARCL1),以及其他鉴定出的蛋白质及其生物学功能,与CAS表现出强烈的因果关联。FN1和TGFB1在动脉粥样硬化治疗中具有药物再利用的潜力。