A nomogram wasestablished using the RMS package for the diagnosis of AF-VHD based on the fourcrucial genes (CSRP3, MCOLN3, SLC25A5 andFIBP) (Fig. 9E). This evidence concerns the gene MCOLN3 and atrial fibrillation.