In the digestive system, the ATF4–lncRNA axis orchestrates a dynamic stress-adaptive network that regulates key pathological processes such as tumor growth, metabolic reprogramming, ER stress tolerance, and drug resistance. The gene discussed is ATF4; the disease is neoplasm.