LASSO regression analysis showed that hypertension, heart rate, height, weight, IVSd, mitral valve E peak velocity, cTnT, serum creatinine, blood urea, NT-proBNP, TC, HDL, hemoglobin, white blood cell count, neutrophil ratio, platelet count, left anterior descending artery diameter, left circumflex artery diameter, and right coronary artery were the more important predictors in patients with CSF (Figure 2). This evidence concerns the gene NPPB and hypertensive disorder.