Then, a correlation network containing these factors with statistically significant correlation was performed and presented in Fig. 4E. AF occurrence was significantly linked to the interaction among intestinal acetic acid, GPR43, NLRP3, and LAD and was directly related to caproic acid and valeric acid. Here, FFAR2 is linked to atrial fibrillation.