PD-1/PD-L1 and coronary heart disease: a mendelian randomization study

Front Cardiovasc Med. 2024 Oct 18:11:1424770. doi: 10.3389/fcvm.2024.1424770. eCollection 2024.

Abstract

Introduction: 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.

Methods: 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.

Results: 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; P, 0.009), chronic ischemic heart disease and PD-1 (beta, -3.1; 95%CI, -6.017 to -0.183; P, 0.037), chronic ischemic heart disease and PD-L1 (beta, -3.269; 95%CI, -6.197 to -0.341; P, 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.

Discussion: 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.

Keywords: GSEA; Mendelian randomization (MR); PD-1; PD-L1; coronary heart disease (CHD).

Grants and funding

The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was funded by the College Students' Innovation Entrepreneurship Training Plan Program of China (Grant Nos. 202310570047), Guangzhou Medical University Student Innovation Ability Promoting Program (02-408-240603131023) and Medical Scientific Research Foundation of Guangdong Province of China (B2024115).