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Momcilovic M, Bailey ST, Lee JT, Fishbein MC, Braas D, Go J, Graeber TG, Parlati F, Demo S, Li R, Walser TC, Gricowski M, Shuman R, Ibarra J, Fridman D, Phelps ME, Badran K, St John M, Bernthal NM, Federman N, Yanagawa J, Dubinett SM, Sadeghi S, Christofk HR, Shackelford DB. The GSK3 Signaling Axis Regulates Adaptive Glutamine Metabolism in Lung Squamous Cell Carcinoma. Cancer Cell 2018; 33:905-921.e5. [PMID: 29763624 PMCID: PMC6451645 DOI: 10.1016/j.ccell.2018.04.002] [Citation(s) in RCA: 123] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Revised: 01/17/2018] [Accepted: 04/05/2018] [Indexed: 12/20/2022]
Abstract
Altered metabolism is a hallmark of cancer growth, forming the conceptual basis for development of metabolic therapies as cancer treatments. We performed in vivo metabolic profiling and molecular analysis of lung squamous cell carcinoma (SCC) to identify metabolic nodes for therapeutic targeting. Lung SCCs adapt to chronic mTOR inhibition and suppression of glycolysis through the GSK3α/β signaling pathway, which upregulates glutaminolysis. Phospho-GSK3α/β protein levels are predictive of response to single-therapy mTOR inhibition while combinatorial treatment with the glutaminase inhibitor CB-839 effectively overcomes therapy resistance. In addition, we identified a conserved metabolic signature in a broad spectrum of hypermetabolic human tumors that may be predictive of patient outcome and response to combined metabolic therapies targeting mTOR and glutaminase.
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Affiliation(s)
- Milica Momcilovic
- Department of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Sean T Bailey
- Department of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Jason T Lee
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Michael C Fishbein
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Daniel Braas
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; UCLA Metabolomics Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - James Go
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Thomas G Graeber
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; UCLA Metabolomics Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | | | - Susan Demo
- Calithera Biosciences, South San Francisco, CA 94080, USA
| | - Rui Li
- Department of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Tonya C Walser
- Department of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | | | - Robert Shuman
- Memorial Care Health System, Long Beach, CA 90806, USA
| | - Julio Ibarra
- Memorial Care Health System, Long Beach, CA 90806, USA
| | - Deborah Fridman
- Hoag Memorial Hospital Presbyterian, Newport Beach, CA 92663, USA
| | - Michael E Phelps
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Crump Institute for Molecular Imaging, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Karam Badran
- Department of Head and Neck Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Maie St John
- Department of Head and Neck Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Nicholas M Bernthal
- Department of Orthopedic Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Noah Federman
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Pediatrics, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Jane Yanagawa
- Department of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Thoracic Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Steven M Dubinett
- Department of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Saman Sadeghi
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Heather R Christofk
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; UCLA Metabolomics Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - David B Shackelford
- Department of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA.
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Nagourney RA, Paulsen M, Mc Connell D, Shuman R. Clinical Responses to EGFr-TKI’s characterized by drug-induced cell death in human NSCLC primary cultures. J Clin Oncol 2007. [DOI: 10.1200/jco.2007.25.18_suppl.18184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
18184 Background: Small molecule inhibitors of the EGFr have proven effective in advanced NSCLC but response rates in unselected populations remain low. Certain subsets of patients appear favored including females, non-smokers and Asians. Molecular profiles suggest that gene amplification or EGFr mutations (codons 19–21) may underlie responses. Our prior observations (Proc. AACR 2002, Abs.3902) indicated that gefitinib and erlotinib induced cell-death in human tumor microspheroids isolated from surgical specimens of some NSCLC patients, suggesting programmed cell death to be an important mechanism of action for these molecules. As part of an IRB-approved clinical trial, patients whose tumors were found sensitive to the EGFr-TKI’s by laboratory analysis, received 1st line single agent oral erlotinib at 150 mg/day. Methods: Following informed consent, NSCLC patients participating in the trial provided tissue for analysis as previously described (J Clin Oncol, 2000 18: 2245–2249). Dose response curves provided LC50 values by interpolation. Modified Z-score analysis identified patients sensitive to the EGFr-TKI’s by comparison with a database of over 900 EGFr-TKI analyses. Results: Three female caucasian patients were found more sensitive to EGFr-TKI’s than cytotoxic chemotherapy (2 non- & 1 former smoker). All 3 responded to erlotinib, 2 near-CR by PET, 1 lasting 19 months, the 2nd continuing at 10 months, with a 3rd patient in continuous PR at month 6. Toxicities have been moderate. One near-CR had virtually no skin rash. The molecular profile of 1 near-CR revealed no known gain of function mutation but instead a novel mutation in the EGFr domain. Conclusions: Exposure of human NSCLC microspheroids to EGFr-TKI’s in short term culture results in cell death events associated with clinical response, suggesting that programmed cell death is an important determinant of clinical response to these agents. This is consistent with the concept of oncogene addiction, in tumors driven by EGFr upregulation. Accrual to this trial continues. Supported by the Memorial Medical Center Foundation. [Table: see text]
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Affiliation(s)
| | - M. Paulsen
- Long Beach Memorial Medical Center, Long Beach, CA
| | | | - R. Shuman
- Long Beach Memorial Medical Center, Long Beach, CA
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Vining EP, Freeman JM, Ballaban-Gil K, Camfield CS, Camfield PR, Holmes GL, Shinnar S, Shuman R, Trevathan E, Wheless JW. A multicenter study of the efficacy of the ketogenic diet. Arch Neurol 1998; 55:1433-7. [PMID: 9823827 DOI: 10.1001/archneur.55.11.1433] [Citation(s) in RCA: 327] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
OBJECTIVE To determine the efficacy of the ketogenic diet in multiple centers. DESIGN A prospective study of the change in frequency of seizures in 51 children with intractable seizures who were treated with the ketogenic diet. SETTING Patients were enrolled from the clinical practices of 7 sites. The diet was initiated in-hospital and the patients were followed up for at least 6 months. PATIENTS Fifty-one children, aged 1 to 8 years, with more than 10 seizures per week, whose electroencephalogram showed generalized epileptiform abnormalities or multifocal spikes, and who had failed results when taking at least 2 appropriate anti-epileptic drugs. INTERVENTION The children were hospitalized, fasted, and a 4:1 ketogenic diet was initiated and maintained. MAIN OUTCOME MEASURES Frequency of seizures was documented from parental calendars and efficacy was compared with prediet baseline after 3, 6, and 12 months. The children were categorized as free of seizures, greater than 90% reduction, 50% to 90% reduction, or lower than 50% reduction in frequency of seizures. RESULTS Eighty-eight percent of all children initiating the diet remained on it at 3 months, 69% remained on it at 6 months, and 47% remained on it at 1 year. Three months after initiating the diet, frequency of seizures was decreased to greater than 50% in 54%. At 6 months, 28 (55%) of the 51 initiating the diet had at least a 50% decrease from baseline, and at 1 year, 40% of those starting the diet had a greater than 50% decrease in seizures. Five patients (10%) were free of seizures at 1 year. Age, sex, principal seizure type, and electroencephalogram were not statistically related to outcome. CONCLUSION The ketogenic diet is effective in substantially decreasing difficult-to-control seizures and can successfully be administered in a wide variety of settings.
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Affiliation(s)
- E P Vining
- The Johns Hopkins Medical Institutions, Baltimore, MD 21287-7247, USA
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