Those authors found that with obesity, PD-L1 expression decreased in renal tumors, but the frequencies of CD4+ or CD8+ T cells, B cells, and regulatory T cells were unaltered [21]. Here, CD4 is linked to obesity due to melanocortin 4 receptor deficiency.