Forth, the differences in the C index were 0.019, 0 and 0.006 respectively when FGF21 was included or excluded in the all-cause mortality, MACEs and pneumonia prediction models, which suggested that the inclusion of FGF21 had a small impact on the predictability of the models. Here, FGF21 is linked to pneumonia.