Objective: Metabolic reprogramming is an important biomarker of cancer. Metabolic adaptation driven by oncogenes allows tumor cells to survive and grow in a complex tumor microenvironment. The heterogeneity of tumor metabolism is related to survival time. somatic cell-driven gene mutations. https://www.roneverhart.com/M-M-s-Peanut-Bulk-25LB-Case/