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Updated: Jul 8, 2026

Investigating Aortic Valve Calcification via Isolation and Culture of T Lymphocytes using Feeder Cells from Irradiated Buffy Coat
Published on: February 4, 2021
Complement Component C4B Prioritization Through Drug‒Target Mendelian Randomization and Proteomic Analysis Reveals a
Weijie Li1,2, Ting Zhou1, Songyuan Luo1
1Department of Cardiology, Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, P. R. China.
Objectives:
No pharmacotherapies effectively halt the progression of calcific aortic valve stenosis (CAVS). We leveraged multi-omic analyses to identify potential drug targets of CAVS.
Methods:
We integrated druggable genome with cis-expression quantitative trait locus (eQTLs) data from the eQTLGen Consortium to identify instrumentable genes. Two independent genome-wide association study (GWAS) datasets for CAVS were used for Mendelian randomization (MR) analysis (Finngen dataset for discovery, a genome-wide meta-analysis cohort for replication). Genes showing significant associations in both cohorts underwent Bayesian colocalization, Gene Ontology, and Kyoto Encyclopedia of Genes and Genomes enrichment analyses. Candidates were verified by proteomic analysis (liquid chromatography-tandem mass spectrometry, LC-MS/MS) and immunohistochemical (IHC) analysis of human aortic valves. Additionally, a phenome-wide association study (PheWAS) was conducted to assess the horizontal pleiotropy. A reverse MR analysis was performed to assess potential reverse causality.
Results:
Seven druggable genes were significantly associated with CAVS in both cohorts. Among these, C4A and C4B exhibited robust colocalization evidence (both posterior probabilities PP.H4 > 80%). While LC-MS/MS confirmed the significant upregulation of C4A and C4B at the protein level (fold changes of 1.58 and 1.51, respectively; p < 0.05), only C4B was established as a risk factor for CAVS (odds ratio: 1.04, 95% confidence interval: 1.03-1.06, p = 3.49 × 10- 9 in the replication phase). The reverse MR analysis validated the causal effect, and the PheWAS analysis revealed no significant association with broad phenotypes. IHC localized C4B expression predominantly in aortic valve interstitial cells, with significantly higher integrated density in calcific valves (1916.95 ± 1118.89 vs. 502.34 ± 474.27; p = 0.025).
Conclusion:
Our study offers a genetically anchored therapeutic hypothesis involving the immune-complement system and identifies C4B as a prioritized candidate with therapeutic potential for CAVS.
Insights
This study identified C4B as a potential therapeutic target for calcific aortic valve stenosis (CAVS) by analyzing multi-omic data. C4B is a prioritized candidate for developing new CAVS treatments.
Area of Science:
- Genetics and genomics
- Cardiovascular research
- Drug discovery
Background:
- Calcific aortic valve stenosis (CAVS) lacks effective pharmacotherapies to halt its progression.
- Multi-omic analyses are crucial for identifying novel drug targets in complex diseases like CAVS.
Purpose of the Study:
- To leverage multi-omic data to identify and validate potential drug targets for CAVS.
- To investigate the role of the immune-complement system in CAVS pathogenesis.
Main Methods:
- Integrated druggable genome data with cis-expression quantitative trait loci (eQTLs).
- Performed Mendelian randomization (MR) analysis using two independent genome-wide association study (GWAS) datasets for CAVS.
- Utilized Bayesian colocalization, Gene Ontology, and Kyoto Encyclopedia of Genes and Genomes enrichment analyses.
- Verified candidate genes through proteomic (LC-MS/MS) and immunohistochemical (IHC) analyses.
- Conducted phenome-wide association study (PheWAS) and reverse MR analysis to assess pleiotropy and causality.
Main Results:
- Seven druggable genes were significantly associated with CAVS, with C4A and C4B showing robust colocalization.
- LC-MS/MS confirmed upregulation of C4A and C4B proteins in CAVS.
- C4B was identified as a risk factor for CAVS (OR: 1.04, p < 10^-9) and its causal effect was validated by reverse MR.
- IHC showed significantly higher C4B expression in calcific aortic valves, predominantly in interstitial cells.
Conclusions:
- The study provides a genetically anchored therapeutic hypothesis implicating the immune-complement system in CAVS.
- C4B is identified as a prioritized candidate target with significant therapeutic potential for CAVS.
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