Inflammation in the obese tumor microenviroment further exacerbates immune checkpoint expression and PD-L1+ cells thus enabling worsened outcomes (Li et al., 2020b; Wang et al., 2019; Woodall et al., 2020; Cha et al., 2018). This evidence concerns the gene CD274 and neoplasm.