Generally speaking, our study demonstrates that ALDH3A1 promotes glycolysis and inhibits OXPHOS to facilitate cell proliferation via activation of the HIF-1α/LDHA pathway in NSCLC. The gene discussed is LDHA; the disease is non-small cell lung carcinoma.