Zhang Ye-Tong, Ding Xue-Fei, Shang Yu-Xuan, Wu Shang
The Yangzhou School of Clinical Medicine of Dalian Medical University, Yangzhou, Jiangsu 225001, China.
Department of Urology, Northern Jiangsu People's Hospital Afflicted to Yangzhou University Yangzhou, Yangzhou, Jiangsu 225001, China.
Zhonghua Nan Ke Xue. 2025 Aug;31(8):684-691.
To evaluate the association between erectile dysfunction (ED) and myocardial infarction (MI) using two sample Mendelian randomization.
A Mendelian randomization study was conducted using comprehensive data on ED and MI from extensive genome-wide association data. Using inverse variance weighted analysis for causal relationships, and correct for confounding factors using multivariate Mendelian randomization, the potential mediating effects were evaluated as well. Based on Genecard data, the genes related to ED and MI were identified. Molecular docking was used to reveal spontaneously bound drug molecules.
Our study found that exposure to ED was a risk factor for MI (OR: 1.001 0, 95% CI: 1.000 2-1.001 8, P=0.017 7), which also held true in the validation dataset (OR: 1.028 5, 95% CI: 1.005 0-1.052 6, P=0.017 2). No statistically significant heterogeneity or horizontal pleiotropy was found. The results of reverse Mendelian randomization analysis showed any reverse causal relationship between ED and MI. In multivariate Mendelian randomization analysis, after excluding confounding factors (excluding triglycerides and high-density lipoprotein), the P-value remained less than 0.05, and the OR ranged from 1.000 1 to 1.000 7, indicating that ED was still a risk factor for MI. In the mediation analysis, it was found that the current mediation ratio of smoking to MI was 13.06%. In summary-data-based mendelian randomization analysis, it was found that the gene PTPN11 was a common target gene for MI and ED (OR=0.990, P<0.001). Subsequent molecular docking with sildenafil, clopidogrel, and dapoxetine could spontaneously bind to the PTPN11 gene receptor.
There is a causal relationship between ED and MI, with smoking as a potential mediating factor, and the gene PTPN11 being a co-target gene.
采用两样本孟德尔随机化方法评估勃起功能障碍(ED)与心肌梗死(MI)之间的关联。
利用来自广泛全基因组关联数据的ED和MI综合数据进行孟德尔随机化研究。采用逆方差加权分析因果关系,并通过多变量孟德尔随机化校正混杂因素,同时评估潜在的中介效应。基于基因卡数据,确定与ED和MI相关的基因。使用分子对接揭示自发结合的药物分子。
我们的研究发现,暴露于ED是MI的一个危险因素(OR:1.001 0,95%CI:1.000 2-1.001 8,P = 0.017 7),这在验证数据集中也成立(OR:1.028 5,95%CI:1.005 0-1.052 6,P = 0.017 2)。未发现统计学上显著的异质性或水平多效性。反向孟德尔随机化分析结果显示ED与MI之间不存在反向因果关系。在多变量孟德尔随机化分析中,排除混杂因素(排除甘油三酯和高密度脂蛋白)后,P值仍小于0.05,OR范围为1.000 1至1.000 7,表明ED仍是MI的危险因素。在中介分析中,发现吸烟对MI的当前中介比例为13.06%。在基于汇总数据的孟德尔随机化分析中,发现基因PTPN11是MI和ED的共同靶基因(OR = 0.990,P < 0.001)。随后与西地那非、氯吡格雷和达泊西汀进行分子对接,可自发结合到PTPN11基因受体。
ED与MI之间存在因果关系,吸烟为潜在中介因素,基因PTPN11为共同靶基因。