In general, the validity of the diagnostic models was evident with the values of the predictive models of IPF; CTH, and IDI1 as well as the models of sarcopenia; FOFOXO1, CTH, HSD11B, GSTK1, and SPTSSA. The gene discussed is GSTK1; the disease is idiopathic pulmonary fibrosis.