In summary, this study reveals the potential role of the ADRβ3-COX2-Ywhah-cytoskeleton axis in regulating brown adipocyte metabolism, providing new insights into obesity treatment mechanisms. Here, ADRB3 is linked to obesity due to melanocortin 4 receptor deficiency.