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Updated: Aug 19, 2025

Quantification of Atherosclerosis in Mice
Published on: June 12, 2019
Causal associations between CD40/CD40L and aortic diseases: A mendelian randomization study
Xiao Cui1, Tianming Xuan1, Siyuan Chen2
1Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Insights
This study used Mendelian randomization to investigate the causal link between CD40/CD40L and aortic diseases. Findings suggest CD40 causally reduces the risk of aortic dissection and aneurysm.
Area of Science:
- Genetics and Cardiovascular Disease Epidemiology
- Immunology and Aortic Pathologies
Background:
- Previous studies suggested associations between CD40/CD40L and aortic diseases (AD/AA).
- Causality of these associations remained unestablished prior to this research.
Purpose of the Study:
- To assess the causal inference between CD40/CD40L and aortic dissection (AD) and aortic aneurysm (AA).
- To utilize Mendelian randomization (MR) for robust causal effect estimation.
Main Methods:
- A two-sample Mendelian randomization (MR) study design was employed.
- Instrumental variables for CD40 and CD40L were derived from a large European ancestry protein quantitative trait loci dataset.
- Genome-wide association study summary statistics for AD and AA (including TAA and AAA subtypes) were utilized.
Main Results:
- Genetic evidence indicated that CD40 levels are inversely associated with the risk of AD (OR: 0.777) and AA (OR: 0.905).
- These associations were consistent across thoracic AA (TAA) and abdominal AA (AAA) subtypes.
- CD40L showed a trend towards increased risk for AD and AA, but did not reach statistical significance.
Conclusions:
- This MR study provides strong evidence for a causal relationship between CD40 and reduced risks of both AD and AA.
- The findings highlight CD40 as a potential therapeutic target for preventing aortic diseases.
Abstract:
Background: CD40 and CD40L have been reported as associated with aortic dissection (AD) and aortic aneurysm (AA), but the causality of the associations has not been established yet. Methods: We conducted a two-sample Mendelian randomization (MR) study to assess the causal inference between CD40/CD40L and aortic diseases including AD and AA. The instrumental variables (IVs) for CD40 and CD40L were selected from a high-quality protein quantitative trait loci dataset released by a genomic study involving 30,931 individuals of European ancestry. The genome-wide association studies summary statistics for AD and AA were from the FinnGen Release 7, with 288638 controls for all outcomes of interests, 680 cases for AD and 6,092 cases for AA, also from European ancestry. For AA subtypes, there were 5,881 cases of thoracic AA (TAA) and 2,434 cases of abdominal AA (AAA) respectively. Inverse-variance weighted and Wald ratio were applied for calculating causal estimates. Horizontal pleiotropy and heterogeneity were assessed using MR-Egger regression analysis and Cochran Q test, respectively. Leave-one-out analyses were further performed. Results: Three single-nucleotide polymorphisms (SNPs) for CD40 and one SNP for CD40L were selected as IVs. We found genetic proxied CD40 levels inversely associated with the risk of AD (odds ratio [OR]: 0.777, 95% confidence interval [CI]: 0.618-0.978, p = 0.031) and AA (OR: 0.905, 95% CI: 0.837-0.978, p = 0.012), consistent across TAA (both p < 0.050). There were trends of increased risks of AD and AA in the presence of CD40L while not reaching statistical significance. No significant horizontal pleiotropy or heterogeneity was observed. Conclusion: Our MR study provides evidence supporting the causal association between CD40 and the reduced risks of both AD and AA.
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