Notably, Ppme1, Gm56451, and Sec31a showed contradictory expression patterns between MI and TAC (Figure 2(d)), suggesting their potential as biomarkers for MI- and TAC-induced heart failure, respectively. Here, SEC31A is linked to heart failure.