Statistical differences in the associations among subgroups were analyzed using multiplicative interactions, which showed that the association between NT-proBNP and CAP was not statistically different at the level diabetes or age but was statistically different at the level of sex (Additional file 1: Table S2). Here, NPPB is linked to diabetes mellitus.