When the values of a feature increase, the probability outcomes of the stem cell factor (SCF) [17], lysophosphatidic acid (LPA) [18], granulocyte-macrophage colony-stimulating factor (GMCSF) [19], interleukin 7 (IL7) [20] and creatinine (CR) [21], and apolipoprotein E (APOE) [22,23,24] clearly switched from IR to IS, as proven by previous studies as having an inverse relationship with insulin resistance. This evidence concerns the gene KITLG and Insulin resistance.