Renal disease prevalence was actually higher among unvaccinated individuals (11.71%) than vaccinated ones (7.63%), making renal dysfunction an unlikely sole explanation for both carbamide and proBNP patterns. This evidence concerns the gene NPPB and Abnormal renal physiology.