The optimal cutoffs for FGF21 to predict all-cause mortality, MACEs and pneumonia were 437.57 pg/mL, 216.99 pg/mL and 112.79 pg/mL. The gene discussed is FGF21; the disease is susceptibility to pneumonia measurement.