More importantly, ID1/G6PD signaling was found to be a predictor of unfavourable clinical prognosis in HCC patients, suggesting that the ID1 signaling pathway may be a potential therapeutic target for inhibiting HCC progression and anti-cancer drug resistance. Here, G6PD is linked to cancer.