Taken together, these findings support the assertion that metabolism advantage with enrichment of GAPDH‐enriched cluster reshapes the hypoxia microenvironment and interplay between distinct subpopulations might enhance tumor malignant phenotypes and render worse prognosis. The gene discussed is GAPDH; the disease is neoplasm.