A systematic search of PubMed, Scopus, and other databases (2000-2025) identified studies examining ketogenic or low-carbohydrate interventions in adult or pediatric glioblastoma. Eligible designs included randomized and single-arm trials, cohort and case series, case reports, and in vivo or in vitro studies. Two reviewers independently extracted data on study design, patient characteristics, dietary protocol, adherence, outcomes, metabolic markers, and safety. When feasible, pooled hazard or odds ratios (HR or OR) were calculated; otherwise, findings were summarized narratively.