Multivariate analysis showed development of ARDS (P = 0.005), cumulative fluid balance (P = 0.006), and presence of kidney injury (P = 0.007) all to be independently associated with serum levels of NT–proBNP (linear mixed models). This evidence concerns the gene NPPB and kidney injury.