Zeng Liangjia, Liang Yinglan, Zhou Ruoyun, Yang Wenting, Chen Kexin, He Baixin, Qiu Yuqing, Liu Linglong, Zhou Deyang, Xiao Zhaolin, Liang Haowen, Zhang Binghua, Li Renyu, Yu Lihong, Yi Min, Lin Xiaozhen
The Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, China.
Department of Clinical Medicine, Clinical Medical School, Guangzhou Medical University, Guangzhou, China.
Front Cardiovasc Med. 2024 Oct 18;11:1424770. doi: 10.3389/fcvm.2024.1424770. eCollection 2024.
It has been found that programmed cell death protein-1 (PD-1) or its ligand PD-L1 may play an important role in the onset and progression of coronary heart disease (CHD). Thus, we conducted this mendelian randomization analysis (MR) to estimate the causal relationship between PD-1/PD-L1 and 5 specific CHDs (chronic ischemic heart disease, acute myocardial infarction, angina pectoris, coronary atherosclerosis, and unstable angina pectoris), complemented by gene set enrichment analysis (GSEA) for further validation.
Publicly available summary-level data were attained from the UK Biobank with genetic instruments obtained from the largest available, nonoverlapping genome-wide association studies (GWAS). Our analysis involved various approaches including inverse variance-weighted meta-analysis, alternative techniques like weighted median, MR-Egger, MR-multipotency residuals and outliers detection (PRESSO), along with multiple sensitivity assessments such as MR-Egger intercept test, Cochran's Q test, and leave-one-out sensitivity analysis to evaluate and exclude any anomalies.
Gene expression profile (GSE71226) was obtained from Gene Expression Omnibus (GEO) database for GSEA. IVW analysis showed a causal association between PD-1 and chronic ischemic heart disease (OR, 0.997; 95%CI, 0.995-0.999; , 0.009), chronic ischemic heart disease and PD-1 (beta, -3.1; 95%CI, -6.017 to -0.183; , 0.037), chronic ischemic heart disease and PD-L1 (beta, -3.269; 95%CI, -6.197 to -0.341; , 0.029). No significant causal relationship was found between PD-1/PD-L1 and other 4 CHDs. The accuracy and robustness of these findings were confirmed by sensitivity tests. GSEA found that the KEGG pathway and related core genes of "PD-L1 expression and PD-1 checkpoint pathway in cancer" pathway were downregulated in CHD.
This study provided evidence of a bidirectional causal relationship between PD-1 and chronic ischemic heart disease and a protective association between chronic ischemic heart disease and PD-L1.
已发现程序性细胞死亡蛋白1(PD-1)或其配体PD-L1可能在冠心病(CHD)的发生和发展中起重要作用。因此,我们进行了这项孟德尔随机化分析(MR),以估计PD-1/PD-L1与5种特定冠心病(慢性缺血性心脏病、急性心肌梗死、心绞痛、冠状动脉粥样硬化和不稳定型心绞痛)之间的因果关系,并辅以基因集富集分析(GSEA)进行进一步验证。
从英国生物银行获取公开可用的汇总水平数据,并从最大的非重叠全基因组关联研究(GWAS)中获得遗传工具。我们的分析涉及多种方法,包括逆方差加权荟萃分析、加权中位数、MR-Egger、MR多效性残差和异常值检测(PRESSO)等替代技术,以及多种敏感性评估,如MR-Egger截距检验、 Cochr an Q检验和留一法敏感性分析,以评估和排除任何异常情况。
从基因表达综合数据库(GEO)获取基因表达谱(GSE71226)用于GSEA。逆方差加权分析显示PD-1与慢性缺血性心脏病之间存在因果关联(OR,0.997;95%CI,0.995-0.999;P = 0.009),慢性缺血性心脏病与PD-1之间(β,-3.1;95%CI,-6.017至-0.183;P = 0.037),慢性缺血性心脏病与PD-L1之间(β,-3.269;95%CI,-6.197至-0.341;P = 0.029)。未发现PD-1/PD-L1与其他4种冠心病之间存在显著因果关系。敏感性检验证实了这些发现的准确性和稳健性。GSEA发现,冠心病中“癌症中的PD-L1表达和PD-1检查点通路”通路的KEGG通路及相关核心基因下调。
本研究提供了PD-1与慢性缺血性心脏病之间双向因果关系以及慢性缺血性心脏病与PD-L1之间保护性关联的证据。