This study demonstrates that CD146+ ATMs accumulate in adipose tissue during diet‐induced obesity and are associated with increased body weight, systemic inflammation, and obesity‐induced insulin resistance. This evidence concerns the gene MCAM and obesity due to melanocortin 4 receptor deficiency.