Mechanistically, scRNA-Seq of peripheral blood cells revealed a procalcific gene signature in circulating monocytes derived from patients with severe calcified AVS harboring CH driver mutations in the TET2 gene, one of the most prevalently mutated CH driver genes in patients with cardiovascular disease. This evidence concerns the gene TET2 and cardiovascular disorder.