While in a multiple linear regression analysis, we found that the Ca-P product was the only modifiable factor among DM, Hb, the number of antihypertensive medications, and the average ultrafiltration rate that had a significant effect on pre and post-HD SBP, DBP, and MAP. The gene discussed is GSTM1; the disease is diabetes mellitus.