The Kaplan–Meier survival analysis revealed that low expression of NDUFS1 (Fig. 1A), PDP1(rather than PDK1), and PDH, was correlated with poor prognosis respectively in colorectal cancer patients who received radiotherapy (Fig. 7A and Supplemental Fig. 4a). This evidence concerns the gene NDUFS1 and colorectal cancer.