NPPB and heart failure: The significantly elevated NT‐proBNP levels in newly diagnosed AF patients (median 4850 vs. 3240 pg/mL) reflect greater hemodynamic stress and myocardial wall tension, consistent with the higher prevalence of heart failure presentations in this group.