Interestingly, our subgroup analysis revealed that in patients with high ALT levels, new-onset NAFLD was associated with all cancer types, digestive system cancers (liver cancer and CRC), and lung cancer, and a strong interaction was observed with age. This evidence concerns the gene GPT and liver cancer.