Importantly, earlier studies reported that BNP, serving as a critical upstream modulator of CaMK, may play a pivotal role in the abnormal activation of the calcium signaling pathway, which represents a fundamental pathophysiological characteristic of T2DM-induced HFpEF [23,24]. Here, CAMK2G is linked to type 2 diabetes mellitus.