Our ssGSEA analysis revealed that ATOH8 was involved in the glycolysis pathway, and we confirmed that silencing ATOH8 could reduce the glycolysis phenotype in suspended CRC cells. The gene discussed is ATOH8; the disease is colorectal carcinoma.