KNG1 and cardiovascular disorder: In total, we detected 311 promising associations between metabolites and cardiovascular diseases, with four metabolites that were still statistically significant after the multiple-testing correction, including bradykinin, des-Arg (9) on AIS, n-acetylglycine, X-09026 and X-14473 on DBP.