Several ATG proteins, as well as their corresponding core complexes, such as LC3 ubiquitin-like binding system, ATG9A transport system, ATG12, autophagy-specific class III PI3K complex, and ULK 1/2 kinase core complex, are the key regulatory factors of tumor occurrence and progression. Here, ATG12 is linked to neoplasm.