It was found that PBMC apoptosis was potentiated in rats with DM accompanied by upregulation of HDAC3, BCL-XL, and C-caspase-3, all of which were reversed by delivery of sh-Hdac3. The gene discussed is BCL2L1; the disease is diabetes mellitus.