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Comprehensive Analysis of Metabolic Isozyme Targets in Cancer
Michal Marczyk1,2, Vignesh Gunasekharan1, David Casadevall3,4
1Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut.
Abstract:
Metabolic reprogramming is a hallmark of malignant transformation, and loss of isozyme diversity (LID) contributes to this process. Isozymes are distinct proteins that catalyze the same enzymatic reaction but can have different kinetic characteristics, subcellular localization, and tissue specificity. Cancer-dominant isozymes that catalyze rate-limiting reactions in critical metabolic processes represent potential therapeutic targets. Here, we examined the isozyme expression patterns of 1,319 enzymatic reactions in 14 cancer types and their matching normal tissues using The Cancer Genome Atlas mRNA expression data to identify isozymes that become cancer-dominant. Of the reactions analyzed, 357 demonstrated LID in at least one cancer type. Assessment of the expression patterns in over 600 cell lines in the Cancer Cell Line Encyclopedia showed that these reactions reflect cellular changes instead of differences in tissue composition; 50% of the LID-affected isozymes showed cancer-dominant expression in the corresponding cell lines. The functional importance of the cancer-dominant isozymes was assessed in genome-wide CRISPR and RNAi loss-of-function screens: 17% were critical for cell proliferation, indicating their potential as therapeutic targets. Lists of prioritized novel metabolic targets were developed for 14 cancer types; the most broadly shared and functionally validated target was acetyl-CoA carboxylase 1 (ACC1). Small molecule inhibition of ACC reduced breast cancer viability in vitro and suppressed tumor growth in cell line- and patient-derived xenografts in vivo. Evaluation of the effects of drug treatment revealed significant metabolic and transcriptional perturbations. Overall, this systematic analysis of isozyme expression patterns elucidates an important aspect of cancer metabolic plasticity and reveals putative metabolic vulnerabilities.
Significance:
This study exploits the loss of metabolic isozyme diversity common in cancer and reveals a rich pool of potential therapeutic targets that will allow the repurposing of existing inhibitors for anticancer therapy. See related commentary by Kehinde and Parker, p. 1695.
Insights
Cancer cells exhibit loss of isozyme diversity, creating vulnerabilities. Targeting cancer-dominant isozymes, like ACC1, offers a promising strategy for developing new anticancer therapies and repurposing existing drugs.
Area of Science:
- Metabolic reprogramming in cancer
- Cancer metabolism and isozyme diversity
- Oncogenesis and metabolic plasticity
Background:
- Metabolic reprogramming is a key feature of cancer development.
- Loss of isozyme diversity (LID) contributes to metabolic alterations in cancer.
- Isozymes, catalyzing identical reactions with distinct properties, can become cancer-dominant, representing therapeutic targets.
Purpose of the Study:
- To systematically analyze isozyme expression patterns across multiple cancer types.
- To identify cancer-dominant isozymes resulting from LID.
- To assess the functional importance and therapeutic potential of these identified isozymes.
Main Methods:
- Utilized The Cancer Genome Atlas (TCGA) mRNA expression data for 1,319 enzymatic reactions in 14 cancer types and matched normal tissues.
- Analyzed Cancer Cell Line Encyclopedia (CCLE) data for over 600 cell lines to confirm expression patterns.
- Performed genome-wide CRISPR and RNAi loss-of-function screens to evaluate functional importance.
Main Results:
- Identified 357 reactions with LID in at least one cancer type.
- Observed that 50% of LID-affected isozymes showed cancer-dominant expression in cell lines.
- Found that 17% of cancer-dominant isozymes were critical for cell proliferation, with acetyl-CoA carboxylase 1 (ACC1) being a broadly shared and validated target.
- Demonstrated that ACC1 inhibition reduced breast cancer cell viability and tumor growth in vivo, causing significant metabolic and transcriptional changes.
Conclusions:
- The study systematically reveals cancer-specific metabolic plasticity driven by LID.
- Identified numerous novel metabolic targets and validated ACC1 as a promising therapeutic target.
- Highlights the potential for repurposing existing inhibitors for anticancer therapy by exploiting metabolic vulnerabilities.
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