The biochemical markers associated with survival in diabetes showed significantly lower vitamin D and magnesium while the hypertensive group was associated with decreased levels of vitamin D, bicarbonate, and albumin (Table 6). The gene discussed is ALB; the disease is diabetes mellitus.