Among the upregulated proteins, C-reactive protein (CRP; Figure 3B) showed the greatest increase in obese individuals (fold change = 2.23), consistent with its established role as an inflammatory biomarker associated with metabolic dysfunction and cardiovascular disease. This evidence concerns the gene CRP and cardiovascular disorder.