Five variables remained significantly associated with HF hospitalization in the final multivariable model (Model 4): inpatient status, peak tricuspid regurgitant gradient, NT-proBNP, history of solid malignancy, and history of rheumatoid arthritis or collagen vascular disorders (S2 Table in S1 File). Here, NPPB is linked to rheumatoid arthritis.