In ysummary, four crucialgenes (CSRP3, MCOLN3, SLC25A5, and FIBP)associated with development of AF-VHD were identified usingcomprehensive bioinformatics yanalysis. This evidence concerns the gene MCOLN3 and atrial fibrillation.