In summary, the ketogenic diet led to a significant decrease in both the expression of CAV1 and SLC7A11 at the single-cell level and their overall positive rate in tumor tissues, which also significantly reduced the tumor burden through inducing ferroptosis in tumor-bearing mice. This evidence concerns the gene CAV1 and neoplasm.