First, Taiwan’s NHIRD does not record certain types of personal information for our patients, such as family history of cardiovascular disease, lifestyle or laboratory parameters, including serum lactate and B-type natriuretic peptide (BNP), which could contribute to a more detailed analysis. This evidence concerns the gene NPPB and cardiovascular disorder.