Because of the total number of events, five variables including age, DLCO (preferred over ILD to represent pulmonary involvement), NT-proBNP, CRP, and EAT mass were ultimately included in the multivariable Cox proportional hazards backward stepwise model. Here, NPPB is linked to interstitial lung disease.