Proteins involved in inflammation (FIBA, TRFE, and KNG1) and insulin resistance (ARL15 and RET4) were abundantly excreted in the urine samples of metabolically unhealthy obese individuals compared to the metabolically healthy obese individuals. Here, ARL15 is linked to Insulin resistance.