This study deeply analysed the dynamic changes of hepatocytes and macrophages during the progression of NAFLD‐related HCC and highlighted the potential regulatory mechanism of the hypoxic disease microenvironment and the activation of transcription factor HIF1A on the occurrence and development of NAFLD‐related HCC. The gene discussed is HIF1A; the disease is metabolic dysfunction-associated steatotic liver disease.