Subsequently, correlation analysis revealed a bifurcated adipokine landscape—classical regulators EP, ITLN1, and RBP4 were observed in both datasets, plus LEP in diabetes—maintaining strong positive ties to mitochondrial hubs, signifying a conserved energy–support axis. Here, RBP4 is linked to diabetes mellitus.