In prior studies, we found that diet-induced obesity was associated with suppressed immune activity in the murine tumor microenvironment coincident with elevated frequencies of intra-tumoral Tregs expressing high levels of activation markers (CD44, ICOS) and suppressive mediators (PD-1, Lag3) [41]. This evidence concerns the gene ICOS and obesity due to melanocortin 4 receptor deficiency.