Obesity-associated metabolic activity might result in PD-L1 expression, the suppression of CD8 + TIL counts, and the recruitment of Foxp3 + TILs, and these processes are considered to be involved in ICC progression. This evidence concerns the gene CD274 and obesity due to melanocortin 4 receptor deficiency.