While there are still questions on whether ROS directly trigger insulin resistance in adipocytes30, it is reported that ROS activates NF-κB signaling to induce pro-inflammatory adipokines, such as MCP-1, TNF-α, and IL-631. This evidence concerns the gene CCL2 and Insulin resistance.