In HER2+ disease, most previous studies have reported lower rates of pCR for patients with obesity [19, 25, 26, 29], but the association has varied with respect to HR status for the majority of the studies [19, 26, 29]. This evidence concerns the gene ERBB2 and obesity due to melanocortin 4 receptor deficiency.