Adding omega-3 FAs to collagen was associated with clinical, but not statistical, improvement in insulin resistance and significant decrease of hs-CRP levels compared to the control group throughout the study, which suggests the synergistic effects of collagen and omega-3 FAs. Here, MAP3K14 is linked to Insulin resistance.