Excessive glycogen deposition is a common feature of liver enlargement, liver adenoma, and liver cancer, yet the underlying mechanisms remain poorly understood. In this study, we found that NUMB, a well-known cell fate determinant, is downregulated in glycogen-rich adenomas and hepatocellular carcinoma (HCC). NUMB-deficient livers developed excessive glycogen accumulation and adenoma formation particularly in aged mice. Surprisingly, the Alb-Cre:Trp53loxP/loxP liver displayed no similar defective morphology and function, although p53 is considered an important downstream target of NUMB and closely related to glucose metabolism. Instead, we observed a synergistic interaction between NUMB and p53 in regulating glycogen metabolism in HCC tissues and cell lines. Combined knockout of NUMB and p53 in mice significantly enhances glycogen accumulation and hepatomegaly, particularly when mice are subjected to a high sugar diet (HSD), leading to higher cancer incidence. Mechanistically, NUMB deficiency disrupts the PTEN-PI3K/AKT signaling pathway, promoting glycogen accumulation. Subsequently, successive glycogen deposition triggers hepatomegaly and tumorigenesis via the Hippo signaling pathway. Our results suggest that NUMB plays a crucial role in maintaining the homeostasis of glucose metabolism and suppressing the development of liver tumors associated with glycogen deposition.© 2025. The Author(s), under exclusive licence to Springer Nature Limited.