Following detailed evaluation of seven articles, the odds ratios of 28 variables were identified, of which nine were acknowledged as the strongest predictors of amputations: elevated WCC, low Hb, low albumin, high CRP and ESR, PAD, neuropathy, osteomyelitis, and Wagner grade >3. Here, ALB is linked to osteomyelitis.