TNF and renal cell adenocarcinoma: In a more recent retrospective case-control analysis by Wang et al., higher C-peptide, IL-6, and TNF-a levels had a much higher correlation with RCC development, further supporting this association [19]. Although an abundance of data exists supporting this premise, there are some studies that have reported different outcomes.