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Updated: May 11, 2026

Flow Cytometry Analysis of Immune Cells Within Murine Aortas
Published on: July 1, 2011
Causal effects of circulating immune cells on coronary atherosclerosis: Evidence from Mendelian randomization
Xinyu Yang1,2, Yunfeng Yu2, Gang Hu1
1Department of Endocrinology, The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China.
Insights
Mendelian randomization identified specific immune cell subsets, including effector memory double negative (DN) cells and certain CD4+ T-cells, as causally linked to increased genetic susceptibility to coronary atherosclerosis. These findings offer genetic insights into immune cell roles in coronary artery disease development.
Area of Science:
- Immunology
- Cardiovascular Genetics
- Epidemiology
Background:
- The precise role of circulating immune cells in the pathogenesis of coronary atherosclerosis is not fully understood.
- Investigating the causal links between specific immune cell populations and coronary atherosclerosis is crucial for understanding disease mechanisms.
Purpose of the Study:
- To employ Mendelian randomization (MR) to assess the causal effects of various circulating immune cell subsets on coronary atherosclerosis.
- To identify specific immune cell markers associated with genetic susceptibility to coronary atherosclerosis.
Main Methods:
- Utilized genome-wide association study (GWAS) data for circulating immune cells and the FinnGen database for coronary atherosclerosis.
- Applied MR analysis with inverse-variance weighted as the primary method, alongside MR-Egger, Cochran Q, and leave-one-out analyses for sensitivity and pleiotropy assessment.
Main Results:
- Identified significant associations between increased genetic susceptibility to coronary atherosclerosis and specific immune cell subsets: effector memory double negative (DN) (CD4-CD8-) %DN, CD4 on CD39+ CD4+, CX3CR1 on CD14+ CD16- monocytes, CCR7 on naive CD4+ T-cells, and IgD- CD38- %lymphocytes.
- Confirmed no significant horizontal pleiotropy or heterogeneity, indicating robust findings.
Conclusions:
- Established a genetic basis for the involvement of distinct immune cell subsets in the development and progression of coronary atherosclerosis.
- Highlighted specific immune cell markers and subsets as potential targets for novel therapeutic strategies and biomarkers in coronary artery disease.
Abstract:
The role of circulating immune cells in coronary atherosclerosis remains unclear. This study aimed to assess the causal effects of various immune cells on coronary atherosclerosis using Mendelian randomization (MR). Circulating immune cell datasets were obtained from genome-wide association studies, and coronary atherosclerosis datasets were obtained from FinnGen. Single-nucleotide polymorphisms satisfying the assumptions of association, independence, and exclusivity were screened in the datasets and analyzed using MR, with inverse-variance weighted as the main method. Horizontal pleiotropy, heterogeneity, and sensitivity analyses were performed using the MR-Egger, Cochran Q, and leave-one-out analyses, respectively. The MR analysis showed that effector memory double negative (DN) (cluster of differentiation [CD]4-CD8-) %DN (odds ratio [OR]: 1.042, 95% confidence interval [CI]: 1.008-1.077, P = .014), CD4 on CD39+ CD4+ (OR: 1.027, 95% CI: 1.001-1.054, P = .040), C-X3-C motif chemokine receptor 1 on CD14+ CD16- monocytes (OR: 1.035, 95% CI: 1.010-1.060, P = .006), C-C chemokine receptor 7 on naive CD4+ (OR: 1.035, 95% CI: 1.006-1.076, P = .023), and immunoglobulin D- CD38- %lymphocytes (OR: 1.098, 95% CI: 1.016-1.187, P = .019) were associated with an increased genetic susceptibility to coronary atherosclerosis, with no horizontal pleiotropy (P ≥ .05). Cochran Q showed no heterogeneity (P ≥ .05), and the sensitivity analysis indicated that the results were robust. The MR analysis revealed various markers and immune cell subsets, including effector memory DN (CD4-CD8-) %DN, CD4 on CD39+ CD4+, C-X3-C motif chemokine receptor on CD14+ CD16- monocytes, C-C chemokine receptor 7 on naive CD4+, and IgD- CD38- %lymphocytes, associated with increased genetic susceptibility to coronary atherosclerosis. This provides a genetic explanation for the role of specific immune cells in inducing and exacerbating coronary artery disease and offers new ideas for the exploration of immune markers and immune-targeted drugs.
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