In our study, we found four genes with single nucleotide variants (SNVs) associated with coronary artery disease—HNF1A, LOX, SMAD3, and SMARCA4, and one gene, EBF1, with a SNV associated with carotid intima media thickness for the gens in significant modules. This evidence concerns the gene LOX and coronary artery disorder.