Abundant adipocytes could produce a large number of tumor necrosis factor receptor (TNF-α), which neutralized the cardiotoxicity of TNF-α, thus counteracting the negative effects of renal dysfunction (Turco et al., 2021). This evidence concerns the gene TNF and Abnormal renal physiology.