Due to the complex crosstalk between fecal SCFAs, leukocyte GPR43/NLRP3 expression, LAD and AF, PLS-SEM was applied to evaluate the mediating role of GPR43/NLRP3 in AF. This evidence concerns the gene NLRP3 and atrial fibrillation.