Notably, AF burden was strongly associated with the biomarker levels of BMP10, ANG2, FGF23, DKK3, IGFBP-7, NT-proBNP, GDF-15, and total NT-proBNP. The gene discussed is NPPB; the disease is atrial fibrillation.