We screened a certain number of SNPs from each of 10 nutritional assessment phenotypes (BMI, WBFM, WC, hemoglobin, albumin, TC, vitamin D deficiency, UWP, right hand grip strength, and EA) for the genetic prediction of HF development. Here, ALB is linked to vitamin D deficiency.