Therefore, our study highlights that ATP1A1, CACNA1D, and CALM1, being dysregulated in macrophages, likely contribute to T2D pathogenesis through their involvement in the immune response and inflammation mediated by these cells. Here, CACNA1D is linked to type 2 diabetes mellitus.