NPPB and atrial fibrillation: Research has shown that BNP can independently predict LAT, separate from established predictors like the CHADS2 and CHA2DS2-VASc scores, which are commonly used to assess the risk of LA appendage thrombus (LAAT) and systemic embolization in AF [39].