The associations of GDF-15 extend across a spectrum of conditions, including diabetes mellitus [24,25], cancer [26], cachexia [27], chronic inflammatory diseases [28,29,30], cognitive impairment [31,32], heart failure [33], coronary artery disease [34,35,36,37], and atrial fibrillation [38]. This evidence concerns the gene GDF15 and diabetes mellitus.