Through exploration of the transcription factors, we identified Tcf21, Arnt, Stat5a, and Stat5b as potentially key players in the development of diabetic cardiomyopathy, particularly in regulating endothelial cells and myocardial cells. The gene discussed is STAT5B; the disease is diabetic cardiomyopathy.