Our findings indicate that the ALDH1A3–Linc00284 axis mediates the progression of CRC by targeting TGFβ signaling via sponging miR-361-5p in CRC cells, providing new insight into the pathogenesis and treatment of colorectal cancer. This evidence concerns the gene ALDH1A3 and colorectal cancer.