Transplantable syngeneic tumor models do not fully capture the complexity, stromal remodeling, or cellular/antigenic heterogeneity characteristic of human cancers.
Non-specific T cell deletion
The Cd4-Cre model used for T cell-specific gene deletion affects both CD4+ and CD8+ T cell lineages, meaning the specific contribution of ketolysis from CD4+ T cells cannot be entirely excluded.
The entire study was conducted in transplantable syngeneic tumor models in mice. Findings may not translate directly to humans due to significant differences in tumor evolution, the tumor microenvironment, and overall immune system complexity.
Limited Metabolic Analysis of Tumor-Infiltrating Lymphocytes (TILs)
Due to the low number of cells recoverable from tumors, certain metabolic analyses were supplemented using an ex vivo LmOVA infection model, which may not fully replicate the nutritional and environmental cues present in vivo within the tumor microenvironment.
Unclear Comparative Efficacy of Ketone-Increasing Methods
The study did not compare DR's anti-tumor effects on CD8+ T cells against other methods of increasing ketones (e.g., exogenous ketone esters or ketogenic diets).
Lack of Donor-Matched Human Data
While human TIL data showed a ketolysis signature, the absence of donor-matched dietary and metabolic metadata (e.g., fasting state, BMI, BOHB levels) prevents establishing a causal relationship between diet and TIL phenotype in human patients.
Clinical Feasibility/Compliance
The authors acknowledge that dietary restriction in clinical settings may face challenges regarding patient health and compliance.