We observed similar patterns in the validation cohort LLD (Table 2, Table 3) While being younger as compared to participants in cluster H, LLD participants in cluster U had significantly (p < 0.05) higher BMI, triglycerides, CRP and insulin levels and insulin resistance, while presenting lower HDL_c. The gene discussed is CRP; the disease is Insulin resistance.