“…Among them, fourteen vitamin D-related genes (CYP24A1, TGFB1, IGFBP2, IGFBP3, VGF, AGAP2, DENND6B, LRRC8A, BCL6, FCER2, ELL, CD36, AGPAT1, and TMCO6) were associated with high risk and three (NCOA7, GSR, and MPC1) were identified as protective factors. Researches have demonstrated that dysregulation of vitamin D-related pathways contributes to the pathogenesis of CRC ( Dou et al, 2016 ; Sluyter, Manson & Scragg, 2021 ; Vladimirov et al, 2020 ). Studies have demonstrated that some vitamin D-related genes of this signature are involved in metabolism, including AGPAT1, VGF, and MPC1 ( Agarwal et al, 2017 ; Stephens et al, 2017 ; You, Lee & Roh, 2021 ).…”