In our review we have observed that this approach has most frequently been undertaken for biomarkers like C-reactive protein, adiponectin and triglycerides for which the available evidence suggests that the observed associations with incident diabetes are more likely to be a manifestation of confounding rather than an underlying causal relationship [23,24,27,44]. Here, CRP is linked to diabetes mellitus.