1
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Sharma K, Zhang G, Hansen J, Bjornstad P, Lee HJ, Menon R, Hejazi L, Liu JJ, Franzone A, Looker HC, Choi BY, Fernandez R, Venkatachalam MA, Kugathasan L, Sridhar VS, Natarajan L, Zhang J, Sharma VS, Kwan B, Waikar SS, Himmelfarb J, Tuttle KR, Kestenbaum B, Fuhrer T, Feldman HI, de Boer IH, Tucci FC, Sedor J, Heerspink HL, Schaub J, Otto EA, Hodgin JB, Kretzler M, Anderton CR, Alexandrov T, Cherney D, Lim SC, Nelson RG, Gelfond J, Iyengar R. Endogenous adenine mediates kidney injury in diabetic models and predicts diabetic kidney disease in patients. J Clin Invest 2023; 133:e170341. [PMID: 37616058 PMCID: PMC10575723 DOI: 10.1172/jci170341] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 08/10/2023] [Indexed: 08/25/2023] Open
Abstract
Diabetic kidney disease (DKD) can lead to end-stage kidney disease (ESKD) and mortality; however, few mechanistic biomarkers are available for high-risk patients, especially those without macroalbuminuria. Urine from participants with diabetes from the Chronic Renal Insufficiency Cohort (CRIC) study, the Singapore Study of Macro-angiopathy and Micro-vascular Reactivity in Type 2 Diabetes (SMART2D), and the American Indian Study determined whether urine adenine/creatinine ratio (UAdCR) could be a mechanistic biomarker for ESKD. ESKD and mortality were associated with the highest UAdCR tertile in the CRIC study and SMART2D. ESKD was associated with the highest UAdCR tertile in patients without macroalbuminuria in the CRIC study, SMART2D, and the American Indian study. Empagliflozin lowered UAdCR in nonmacroalbuminuric participants. Spatial metabolomics localized adenine to kidney pathology, and single-cell transcriptomics identified ribonucleoprotein biogenesis as a top pathway in proximal tubules of patients without macroalbuminuria, implicating mTOR. Adenine stimulated matrix in tubular cells via mTOR and stimulated mTOR in mouse kidneys. A specific inhibitor of adenine production was found to reduce kidney hypertrophy and kidney injury in diabetic mice. We propose that endogenous adenine may be a causative factor in DKD.
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Affiliation(s)
- Kumar Sharma
- Center for Precision Medicine and
- Division of Nephrology, Department of Medicine, University of Texas Health Science Center at San Antonio, Texas, USA
| | - Guanshi Zhang
- Center for Precision Medicine and
- Division of Nephrology, Department of Medicine, University of Texas Health Science Center at San Antonio, Texas, USA
| | - Jens Hansen
- Department of Pharmacological Sciences and Institute for Systems Biomedicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Petter Bjornstad
- Division of Nephrology, Department of Medicine and Section of Endocrinology, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Hak Joo Lee
- Center for Precision Medicine and
- Division of Nephrology, Department of Medicine, University of Texas Health Science Center at San Antonio, Texas, USA
| | - Rajasree Menon
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Leila Hejazi
- Center for Precision Medicine and
- SygnaMap Inc., San Antonio, Texas, USA
| | - Jian-Jun Liu
- Clinical Research Unit, Khoo Teck Puat Hospital, Singapore
| | | | - Helen C. Looker
- Chronic Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
| | - Byeong Yeob Choi
- Center for Precision Medicine and
- Department of Population Health Sciences and
| | | | - Manjeri A. Venkatachalam
- Center for Precision Medicine and
- Department of Pathology, University of Texas Health Science Center at San Antonio, Texas, USA
| | - Luxcia Kugathasan
- Department of Medicine, Division of Nephrology, University Health Network, Toronto, Ontario, Canada. Department of Physiology and Cardiovascular Sciences Collaborative Specialization, University of Toronto, Toronto, Canada
| | - Vikas S. Sridhar
- Department of Medicine, Division of Nephrology, University Health Network, Toronto, Ontario, Canada. Department of Physiology and Cardiovascular Sciences Collaborative Specialization, University of Toronto, Toronto, Canada
| | - Loki Natarajan
- Herbert Wertheim School of Public Health and
- Moores Cancer Center, University of California, San Diego, La Jolla, California, USA
| | - Jing Zhang
- Moores Cancer Center, University of California, San Diego, La Jolla, California, USA
| | - Varun S. Sharma
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Brian Kwan
- Department of Health Science, California State University, Long Beach, Long Beach, California, USA
| | - Sushrut S. Waikar
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University, Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Jonathan Himmelfarb
- Department of Medicine, Division of Nephrology, Kidney Research Institute, University of Washington, Seattle, Washington, USA
| | - Katherine R. Tuttle
- Department of Medicine, Division of Nephrology, Kidney Research Institute, University of Washington, Seattle, Washington, USA
| | - Bryan Kestenbaum
- Department of Medicine, Division of Nephrology, Kidney Research Institute, University of Washington, Seattle, Washington, USA
| | - Tobias Fuhrer
- Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Harold I. Feldman
- Center for Clinical Epidemiology and Biostatistics and Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
- Patient-Centered Outcomes Research Institute, Washington, DC, USA
| | - Ian H. de Boer
- Department of Medicine, Division of Nephrology, Kidney Research Institute, University of Washington, Seattle, Washington, USA
| | | | | | - Hiddo Lambers Heerspink
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Groningen, Netherlands
- The George Institute for Global Health, Sydney, Australia
| | - Jennifer Schaub
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Edgar A. Otto
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Jeffrey B. Hodgin
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Matthias Kretzler
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Christopher R. Anderton
- Center for Precision Medicine and
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington, USA
| | - Theodore Alexandrov
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - David Cherney
- Department of Medicine, Division of Nephrology, University Health Network, Toronto, Ontario, Canada. Department of Physiology and Cardiovascular Sciences Collaborative Specialization, University of Toronto, Toronto, Canada
| | - Su Chi Lim
- Clinical Research Unit, Khoo Teck Puat Hospital, Singapore
- Diabetes Center, Admiralty Medical Center, Khoo Teck Puat Hospital, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Robert G. Nelson
- Chronic Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
| | - Jonathan Gelfond
- Center for Precision Medicine and
- Department of Population Health Sciences and
| | - Ravi Iyengar
- Department of Pharmacological Sciences and Institute for Systems Biomedicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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2
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Sharma K, Zhang G, Hansen J, Bjornstad P, Lee HJ, Menon R, Hejazi L, Liu JJ, Franzone A, Looker HC, Choi BY, Fernandez R, Venkatachalam MA, Kugathasan L, Sridhar VS, Natarajan L, Zhang J, Sharma V, Kwan B, Waikar S, Himmelfarb J, Tuttle K, Kestenbaum B, Fuhrer T, Feldman H, de Boer IH, Tucci FC, Sedor J, Heerspink HL, Schaub J, Otto E, Hodgin JB, Kretzler M, Anderton C, Alexandrov T, Cherney D, Lim SC, Nelson RG, Gelfond J, Iyengar R. Role of endogenous adenine in kidney failure and mortality with diabetes. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.05.31.23290681. [PMID: 37398187 PMCID: PMC10312877 DOI: 10.1101/2023.05.31.23290681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Diabetic kidney disease (DKD) can lead to end-stage kidney disease (ESKD) and mortality, however, few mechanistic biomarkers are available for high risk patients, especially those without macroalbuminuria. Urine from participants with diabetes from Chronic Renal Insufficiency Cohort (CRIC), Singapore Study of Macro-Angiopathy and Reactivity in Type 2 Diabetes (SMART2D), and the Pima Indian Study determined if urine adenine/creatinine ratio (UAdCR) could be a mechanistic biomarker for ESKD. ESKD and mortality were associated with the highest UAdCR tertile in CRIC (HR 1.57, 1.18, 2.10) and SMART2D (HR 1.77, 1.00, 3.12). ESKD was associated with the highest UAdCR tertile in patients without macroalbuminuria in CRIC (HR 2.36, 1.26, 4.39), SMART2D (HR 2.39, 1.08, 5.29), and Pima Indian study (HR 4.57, CI 1.37-13.34). Empagliflozin lowered UAdCR in non-macroalbuminuric participants. Spatial metabolomics localized adenine to kidney pathology and transcriptomics identified ribonucleoprotein biogenesis as a top pathway in proximal tubules of patients without macroalbuminuria, implicating mammalian target of rapamycin (mTOR). Adenine stimulated matrix in tubular cells via mTOR and stimulated mTOR in mouse kidneys. A specific inhibitor of adenine production was found to reduce kidney hypertrophy and kidney injury in diabetic mice. We propose that endogenous adenine may be a causative factor in DKD.
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3
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Bou Zerdan M, Ashok Kumar P, Haroun E, Srivastava N, Ross J, Sivapiragasam A. Genomic landscape of metastatic breast cancer (MBC) patients with methylthioadenosine phosphorylase ( MTAP) loss. Oncotarget 2023; 14:178-187. [PMID: 36913304 PMCID: PMC10010627 DOI: 10.18632/oncotarget.28376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2023] Open
Abstract
INTRODUCTION Homozygous deletion of MTAP upregulates de novo synthesis of purine (DNSP) and increases the proliferation of neoplastic cells. This increases the sensitivity of breast cancer cells to DNSP inhibitors such as methotrexate, L-alanosine and pemetrexed. MATERIALS AND METHODS 7,301 cases of MBC underwent hybrid-capture based comprehensive genomic profiling (CGP). Tumor mutational burden (TMB) was determined on up to 1.1 Mb of sequenced DNA and microsatellite instability (MSI) was determined on 114 loci. Tumor cell PD-L1 expression was determined by IHC (Dako 22C3). RESULTS 208 (2.84%) of MBC featured MTAP loss. MTAP loss patients were younger (p = 0.002) and were more frequently ER- (30% vs. 50%; p < 0.0001), triple negative (TNBC) (47% vs. 27%; p < 0.0001) and less frequently HER2+ (2% vs. 8%; p = 0.0001) than MTAP intact MBC. Lobular histology and CDH1 mutations were more frequent in MTAP intact (14%) than MTAP loss MBC (p < 0.0001). CDKN2A (100%) and CDKN2B (97%) loss (9p21 co-deletion) were significantly associated with MTAP loss (p < 0.0001). Likely associated with the increased TNBC cases, BRCA1 mutation was also more frequent in MTAP loss MBC (10% vs. 4%; p < 0.0001). As for immune checkpoint inhibitors biomarkers, higher TMB >20 mut/Mb levels in the MTAP intact MBC (p < 0.0001) and higher PD-L1 low expression (1-49% TPS) in the MTAP loss MTAP (p = 0.002) were observed. CONCLUSIONS MTAP loss in MBC has distinct clinical features with genomic alterations (GA) affecting both targeted and immunotherapies. Further efforts are necessary to identify alternative means of targeting PRMT5 and MTA2 in MTAP-ve cancers to benefit from the high-MTA environment of MTAP-deficient cancers.
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Affiliation(s)
- Maroun Bou Zerdan
- Department of Internal Medicine, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Prashanth Ashok Kumar
- Department of Internal Medicine, Division of Hematology Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Elio Haroun
- SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Nimisha Srivastava
- Department of Internal Medicine, Division of Hematology Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Jeffrey Ross
- Foundation Medicine, Inc., Morrisville, NC 27560, USA.,Departments of Pathology and Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Abirami Sivapiragasam
- Department of Internal Medicine, Division of Hematology Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
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Patro CPK, Biswas N, Pingle SC, Lin F, Anekoji M, Jones LD, Kesari S, Wang F, Ashili S. MTAP loss: a possible therapeutic approach for glioblastoma. J Transl Med 2022; 20:620. [PMID: 36572880 PMCID: PMC9791736 DOI: 10.1186/s12967-022-03823-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 12/11/2022] [Indexed: 12/27/2022] Open
Abstract
Glioblastoma is the most lethal form of brain tumor with a recurrence rate of almost 90% and a survival time of only 15 months post-diagnosis. It is a highly heterogeneous, aggressive, and extensively studied tumor. Multiple studies have proposed therapeutic approaches to mitigate or improve the survival for patients with glioblastoma. In this article, we review the loss of the 5'-methylthioadenosine phosphorylase (MTAP) gene as a potential therapeutic approach for treating glioblastoma. MTAP encodes a metabolic enzyme required for the metabolism of polyamines and purines leading to DNA synthesis. Multiple studies have explored the loss of this gene and have shown its relevance as a therapeutic approach to glioblastoma tumor mitigation; however, other studies show that the loss of MTAP does not have a major impact on the course of the disease. This article reviews the contrasting findings of MTAP loss with regard to mitigating the effects of glioblastoma, and also focuses on multiple aspects of MTAP loss in glioblastoma by providing insights into the known findings and some of the unexplored areas of this field where new approaches can be imagined for novel glioblastoma therapeutics.
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Affiliation(s)
- C. Pawan K. Patro
- CureScience, 5820 Oberlin Dr, 202, San Diego, CA 92121 USA ,grid.4280.e0000 0001 2180 6431Present Address: Cancer Science Institute, National University of Singapore, Singapore, 117599 Singapore
| | | | | | - Feng Lin
- CureScience, 5820 Oberlin Dr, 202, San Diego, CA 92121 USA
| | - Misa Anekoji
- CureScience, 5820 Oberlin Dr, 202, San Diego, CA 92121 USA
| | | | - Santosh Kesari
- grid.416507.10000 0004 0450 0360Department of Translational Neurosciences, Pacific Neuroscience Institute and Saint John’s Cancer Institute at Providence Saint John’s Health Center, CA 90404 Santa Monica, USA
| | - Feng Wang
- grid.412901.f0000 0004 1770 1022Department of Medical Oncology, Cancer Center, West China Medical School, West China Hospital, Sichuan University, Chengdu, Sichuan China
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5
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Lee AM, Ferdjallah A, Moore E, Kim DC, Nath A, Greengard E, Huang RS. Long Non-Coding RNA ANRIL as a Potential Biomarker of Chemosensitivity and Clinical Outcomes in Osteosarcoma. Int J Mol Sci 2021; 22:ijms222011168. [PMID: 34681828 PMCID: PMC8538287 DOI: 10.3390/ijms222011168] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/04/2021] [Accepted: 10/12/2021] [Indexed: 01/06/2023] Open
Abstract
Osteosarcoma has a poor prognosis due to chemo-resistance and/or metastases. Increasing evidence shows that long non-coding RNAs (lncRNAs) can play an important role in drug sensitivity and cancer metastasis. Using osteosarcoma cell lines, we identified a positive correlation between the expression of a lncRNA and ANRIL, and resistance to two of the three standard-of-care agents for treating osteosarcoma-cisplatin and doxorubicin. To confirm the potential role of ANRIL in chemosensitivity, we independently inhibited and over-expressed ANRIL in osteosarcoma cell lines followed by treatment with either cisplatin or doxorubicin. Knocking-down ANRIL in SAOS2 resulted in a significant increase in cellular sensitivity to both cisplatin and doxorubicin, while the over-expression of ANRIL in both HOS and U2OS cells led to an increased resistance to both agents. To investigate the clinical significance of ANRIL in osteosarcoma, we assessed ANRIL expression in relation to clinical phenotypes using the osteosarcoma data from the Therapeutically Applicable Research to Generate Effective Treatments (TARGET) dataset. Higher ANRIL expression was significantly associated with increased rates of metastases at diagnosis and death and was a significant predictor of reduced overall survival rate. Collectively, our results suggest that the lncRNA ANRIL can be a chemosensitivity and prognosis biomarker in osteosarcoma. Furthermore, reducing ANRIL expression may be a therapeutic strategy to overcome current standard-of-care treatment resistance.
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Affiliation(s)
- Adam M. Lee
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA; (A.M.L.); (D.C.K.)
| | - Asmaa Ferdjallah
- Department of Pediatrics, Hematology & Oncology, University of Minnesota, Minneapolis, MN 55455, USA; (A.F.); (E.G.)
| | - Elise Moore
- Department of Natural Sciences, Zanvyl Krieger School of Arts and Sciences, The Johns Hopkins University, Baltimore, MD 21218, USA;
| | - Daniel C. Kim
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA; (A.M.L.); (D.C.K.)
| | - Aritro Nath
- Department of Medical Oncology and Therapeutics, City of Hope Comprehensive Cancer Center, Monrovia, CA 91007, USA;
| | - Emily Greengard
- Department of Pediatrics, Hematology & Oncology, University of Minnesota, Minneapolis, MN 55455, USA; (A.F.); (E.G.)
| | - R. Stephanie Huang
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA; (A.M.L.); (D.C.K.)
- Correspondence: ; Tel.: +1-612-625-1372
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6
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Wilder CS, Chen Z, DiGiovanni J. Pharmacologic approaches to amino acid depletion for cancer therapy. Mol Carcinog 2021; 61:127-152. [PMID: 34534385 DOI: 10.1002/mc.23349] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 08/27/2021] [Accepted: 09/02/2021] [Indexed: 11/09/2022]
Abstract
Cancer cells undergo metabolic reprogramming to support increased demands in bioenergetics and biosynthesis and to maintain reactive oxygen species at optimum levels. As metabolic alterations are broadly observed across many cancer types, metabolic reprogramming is considered a hallmark of cancer. A metabolic alteration commonly seen in cancer cells is an increased demand for certain amino acids. Amino acids are involved in a wide range of cellular functions, including proliferation, redox balance, bioenergetic and biosynthesis support, and homeostatic functions. Thus, targeting amino acid dependency in cancer is an attractive strategy for a number of cancers. In particular, pharmacologically mediated amino acid depletion has been evaluated as a cancer treatment option for several cancers. Amino acids that have been investigated for the feasibility of drug-induced depletion in preclinical and clinical studies for cancer treatment include arginine, asparagine, cysteine, glutamine, lysine, and methionine. In this review, we will summarize the status of current research on pharmacologically mediated amino acid depletion as a strategy for cancer treatment and potential chemotherapeutic combinations that synergize with amino acid depletion to further inhibit tumor growth and progression.
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Affiliation(s)
- Carly S Wilder
- Division of Pharmacology and Toxicology, College of Pharmacy, The University of Texas at Austin, Austin, Texas, USA
| | - Zhao Chen
- Division of Pharmacology and Toxicology, College of Pharmacy, The University of Texas at Austin, Austin, Texas, USA
| | - John DiGiovanni
- Division of Pharmacology and Toxicology, College of Pharmacy, The University of Texas at Austin, Austin, Texas, USA.,Center for Molecular Carcinogenesis and Toxicology, College of Pharmacy, The University of Texas at Austin, Austin, Texas, USA
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7
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Ranade AS, Bertino JR, Hu L. Design, synthesis, and evaluation of potential carbamate prodrugs of 5′-methylthioadenosine (MTA). Med Chem Res 2021. [DOI: 10.1007/s00044-021-02730-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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8
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Marjon K, Kalev P, Marks K. Cancer Dependencies: PRMT5 and MAT2A in MTAP/p16-Deleted Cancers. ANNUAL REVIEW OF CANCER BIOLOGY 2021. [DOI: 10.1146/annurev-cancerbio-030419-033444] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Discovery of targeted therapies that selectively exploit the genetic inactivation of specific tumor suppressors remains a major challenge. This includes the prevalent deletion of the CDKN2A/ MTAP locus, which was first reported nearly 40 years ago. The more recent advent of RNA interference and functional genomic screening technologies led to the identification of hidden collateral lethalities occurring with passenger deletions of MTAP in cancer cells. In particular, small-molecule inhibition of the type II arginine methyltransferase PRMT5 and the S-adenosylmethionine-producing enzyme MAT2A each presents a precision medicine approach for the treatment of patients whose tumors have homozygous loss of MTAP. In this review, we highlight key aspects of MTAP, PRMT5, and MAT2A biology to provide a conceptual framework for developing novel therapeutic strategies in tumors with MTAP deletion and to summarize ongoing efforts to drug PRMT5 and MAT2A.
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Affiliation(s)
- Katya Marjon
- Agios Pharmaceuticals, Cambridge, Massachusetts 02139, USA
| | - Peter Kalev
- Agios Pharmaceuticals, Cambridge, Massachusetts 02139, USA
| | - Kevin Marks
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts 02139, USA
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9
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Giuliani P, Carluccio M, Ciccarelli R. Role of Purinome, A Complex Signaling System, In Glioblastoma Aggressiveness. Front Pharmacol 2021; 12:632622. [PMID: 33613296 PMCID: PMC7892952 DOI: 10.3389/fphar.2021.632622] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 01/07/2021] [Indexed: 12/13/2022] Open
Affiliation(s)
- Patricia Giuliani
- Department of Medical, Oral and Biotechnological Sciences, 'G. D'Annunzio' University of Chieti-Pescara, Chieti, Italy.,Center for Advanced Studies and Technology (CAST), 'G. D'Annunzio' University of Chieti-Pescara, Chieti, Italy
| | - Marzia Carluccio
- Department of Medical, Oral and Biotechnological Sciences, 'G. D'Annunzio' University of Chieti-Pescara, Chieti, Italy.,Center for Advanced Studies and Technology (CAST), 'G. D'Annunzio' University of Chieti-Pescara, Chieti, Italy
| | - Renata Ciccarelli
- Department of Medical, Oral and Biotechnological Sciences, 'G. D'Annunzio' University of Chieti-Pescara, Chieti, Italy.,Center for Advanced Studies and Technology (CAST), 'G. D'Annunzio' University of Chieti-Pescara, Chieti, Italy
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10
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Bharadwaj A, Wahi N, Saxena A. Occurrence of Inborn Errors of Metabolism in Newborns, Diagnosis and Prophylaxis. Endocr Metab Immune Disord Drug Targets 2020; 21:592-616. [PMID: 33357204 DOI: 10.2174/1871530321666201223110918] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 11/09/2020] [Accepted: 11/09/2020] [Indexed: 11/22/2022]
Abstract
Inborn errors of metabolism (IEM) are a heterogeneous group of rare genetic disorders that are generally transmitted as autosomal or X-linked recessive disorders. These defects arise due to mutations associated with specific gene(s), especially the ones associated with key metabolic enzymes. These enzymes or their product(s) are involved in various metabolic pathways, leading to the accumulation of intermediary metabolite(s), reflecting their toxic effects upon mutations. The diagnosis of these metabolic disorders is based on the biochemical analysis of the clinical manifestations produced and their molecular mechanism. Therefore, it is imperative to devise diagnostic tests with high sensitivity and specificity for early detection of IEM. Recent advances in biochemical and polymerase chain reaction-based genetic analysis along with pedigree and prenatal diagnosis can be life-saving in nature. The latest development in exome sequencing for rapid diagnosis and enzyme replacement therapy would facilitate the successful treatment of these metabolic disorders in the future. However, the longterm clinical implications of these genetic manipulations is still a matter of debate among intellectuals and requires further research.
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Affiliation(s)
- Alok Bharadwaj
- Department of Biotechnology, GLA University, Mathura, Uttar Pradesh, India
| | - Nitin Wahi
- Department of Bioinformatics, Pathfinder Research and Training Foundation, Greater Noida - 201308, Uttar Pradesh, India
| | - Aditya Saxena
- Department of Biotechnology, GLA University, Mathura, Uttar Pradesh, India
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11
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Webb MJ, Kukard C. A Review of Natural Therapies Potentially Relevant in Triple Negative Breast Cancer Aimed at Targeting Cancer Cell Vulnerabilities. Integr Cancer Ther 2020; 19:1534735420975861. [PMID: 33243021 PMCID: PMC7705812 DOI: 10.1177/1534735420975861] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
We reviewed the research into the mechanisms of growth of triple negative breast cancer (TNBC) based on laboratory pre-clinical studies that have shaped understanding of the disease over the past decade. In response to these findings, we propose an approach to potentially prevent cancer metabolic adaptation and recurrence. This paper collates pre-clinical results, first to determine the tumor’s mechanisms of growth and then to source natural substances that could potentially suppress those mechanisms. The results from in vivo and in vitro studies of TNBC were combined first to select 10 primary mechanisms (Hypoxia-inducible factor 1α, Hedgehog, MAPK, MTAP, NF-κ B, Notch, P13K, STAT3, and Wnt signaling pathways plus p53 and POL2A gene expression) that promote TNBC growth, and second to propose a treatment array of 21 natural compounds that suppress laboratory models of TNBC via these mechanisms. We included BRCA mutations in the review process, but only pathways with the most preclinical studies utilizing natural products were included. Then we outlined potential biomarkers to assess the changes in the micro-environment and monitor biochemical pathway suppression. This suppression-centric aim targets these mechanisms of growth with the goal of potentially halting tumor growth and preventing cancer cell metabolic adaptation. We chose TNBC to demonstrate this 5-step strategy of supplementary therapy, which may be replicated for other tumor types.
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Affiliation(s)
| | - Craig Kukard
- University of Newcastle, Newcastle, NSW, Australia
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12
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Identification of New Genetic Clusters in Glioblastoma Multiforme: EGFR Status and ADD3 Losses Influence Prognosis. Cells 2020; 9:cells9112429. [PMID: 33172155 PMCID: PMC7694764 DOI: 10.3390/cells9112429] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 10/30/2020] [Accepted: 11/03/2020] [Indexed: 12/12/2022] Open
Abstract
Glioblastoma multiforme (GB) is one of the most aggressive tumors. Despite continuous efforts to improve its clinical management, there is still no strategy to avoid a rapid and fatal outcome. EGFR amplification is the most characteristic alteration of these tumors. Although effective therapy against it has not yet been found in GB, it may be central to classifying patients. We investigated somatic-copy number alterations (SCNA) by multiplex ligation-dependent probe amplification in a series of 137 GB, together with the detection of EGFRvIII and FISH analysis for EGFR amplification. Publicly available data from 604 patients were used as a validation cohort. We found statistical associations between EGFR amplification and/or EGFRvIII, and SCNA in CDKN2A, MSH6, MTAP and ADD3. Interestingly, we found that both EGFRvIII and losses on ADD3 were independent markers of bad prognosis (p = 0.028 and 0.014, respectively). Finally, we got an unsupervised hierarchical classification that differentiated three clusters of patients based on their genetic alterations. It offered a landscape of EGFR co-alterations that may improve the comprehension of the mechanisms underlying GB aggressiveness. Our findings can help in defining different genetic profiles, which is necessary to develop new and different approaches in the management of our patients.
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13
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Du C, Hansen LJ, Singh SX, Wang F, Sun R, Moure CJ, Roso K, Greer PK, Yan H, He Y. A PRMT5-RNF168-SMURF2 Axis Controls H2AX Proteostasis. Cell Rep 2020; 28:3199-3211.e5. [PMID: 31533041 DOI: 10.1016/j.celrep.2019.08.031] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 06/11/2019] [Accepted: 08/06/2019] [Indexed: 12/21/2022] Open
Abstract
H2AX safeguards genomic stability in a dose-dependent manner; however, mechanisms governing its proteostasis are poorly understood. Here, we identify a PRMT5-RNF168-SMURF2 cascade that regulates H2AX proteostasis. We show that PRMT5 sustains the expression of RNF168, an E3 ubiquitin ligase essential for DNA damage response (DDR). Suppression of PRMT5 occurs in methylthioadenosine phosphorylase (MTAP)-deficient glioblastoma cells and attenuates the expression of RNF168, leading to destabilization of H2AX by E3 ubiquitin ligase SMURF2. RNF168 and SMURF2 serve as a stabilizer and destabilizer of H2AX, respectively, via their dynamic interactions with H2AX. In supporting an important role of this signaling cascade in regulating H2AX, MTAP-deficient glioblastoma cells display higher levels of DNA damage spontaneously or in response to genotoxic agents. These findings reveal a regulatory mechanism of H2AX proteostasis and define a signaling cascade that is essential to DDR and that is disrupted by the loss of a metabolic enzyme in tumor cells.
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Affiliation(s)
- Changzheng Du
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC 27710, USA; Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA; Gastrointestinal Cancer Center, Peking University Cancer Hospital, Beijing 100142, China
| | - Landon J Hansen
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC 27710, USA; Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, NC 27710, USA
| | - Simranjit X Singh
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC 27710, USA; Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA; Pathology Graduate Program, Duke University Medical Center, Durham, NC, USA
| | - Feiyifan Wang
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC 27710, USA
| | - Ran Sun
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC 27710, USA; Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA; Scientific Research Center, China-Japan Union Hospital, Jilin University, Jilin 130033, China
| | - Casey J Moure
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC 27710, USA; Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA
| | - Kristen Roso
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC 27710, USA; Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA
| | - Paula K Greer
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC 27710, USA; Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA
| | - Hai Yan
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC 27710, USA; Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA
| | - Yiping He
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC 27710, USA; Department of Pathology, Duke University Medical Center, Durham, NC 27710, USA.
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14
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Majounie E, Wee K, Williamson LM, Jones MR, Pleasance E, Lim HJ, Ho C, Renouf DJ, Yip S, Jones SJM, Marra MA, Laskin J. Fluorouracil sensitivity in a head and neck squamous cell carcinoma with a somatic DPYD structural variant. Cold Spring Harb Mol Case Stud 2020; 6:mcs.a004713. [PMID: 31871216 PMCID: PMC6996515 DOI: 10.1101/mcs.a004713] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 11/18/2019] [Indexed: 12/13/2022] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is one of the most common cancers worldwide and represents a heterogeneous group of tumors, the majority of which are treated with a combination of surgery, radiation, and chemotherapy. Fluoropyrimidine (5-FU) and its oral prodrug, capecitabine, are commonly prescribed treatments for several solid tumor types including HNSCC. 5-FU-associated toxicity is observed in ∼30% of treated patients and is largely caused by germline polymorphisms in DPYD, which encodes dihydropyrimidine dehydrogenase, a key enzyme of 5-FU catabolism and deactivation. Although the association of germline DPYD alterations with toxicity is well-described, the potential contribution of somatic DPYD alterations to 5-FU sensitivity has not been explored. In a patient with metastatic HNSCC, in-depth genomic and transcriptomic integrative analysis on a biopsy from a metastatic neck lesion revealed alterations in genes that are associated with 5-FU uptake and metabolism. These included a novel somatic structural variant resulting in a partial deletion affecting DPYD, a variant of unknown significance affecting SLC29A1, and homozygous deletion of MTAP. There was no evidence of deleterious germline polymorphisms that have been associated with 5-FU toxicity, indicating a potential vulnerability of the tumor to 5-FU therapy. The discovery of the novel DPYD variant led to the initiation of 5-FU treatment that resulted in a rapid response lasting 17 wk, with subsequent relapse due to unknown resistance mechanisms. This suggests that somatic alterations present in this tumor may serve as markers for tumor sensitivity to 5-FU, aiding in the selection of personalized treatment strategies.
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Affiliation(s)
- Elisa Majounie
- Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia V5Z 4S6, Canada
| | - Kathleen Wee
- Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia V5Z 4S6, Canada
| | - Laura M Williamson
- Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia V5Z 4S6, Canada
| | - Martin R Jones
- Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia V5Z 4S6, Canada
| | - Erin Pleasance
- Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia V5Z 4S6, Canada
| | - Howard J Lim
- Department of Medical Oncology, BC Cancer, Vancouver, British Columbia V5Z 4E6, Canada
| | - Cheryl Ho
- Department of Medical Oncology, BC Cancer, Vancouver, British Columbia V5Z 4E6, Canada
| | - Daniel J Renouf
- Department of Medical Oncology, BC Cancer, Vancouver, British Columbia V5Z 4E6, Canada.,Pancreas Centre BC, Vancouver, British Columbia V5Z 1L8, Canada
| | - Stephen Yip
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia V6T 2B5, Canada
| | - Steven J M Jones
- Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia V5Z 4S6, Canada.,Department of Molecular Biology and Biochemistry, Simon Fraser University, Vancouver, British Columbia V5A 1S6, Canada.,Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia V6H 3N1, Canada
| | - Marco A Marra
- Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia V5Z 4S6, Canada.,Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia V6H 3N1, Canada
| | - Janessa Laskin
- Department of Medical Oncology, BC Cancer, Vancouver, British Columbia V5Z 4E6, Canada
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15
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Sanderson SM, Gao X, Dai Z, Locasale JW. Methionine metabolism in health and cancer: a nexus of diet and precision medicine. Nat Rev Cancer 2019; 19:625-637. [PMID: 31515518 DOI: 10.1038/s41568-019-0187-8] [Citation(s) in RCA: 254] [Impact Index Per Article: 50.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/24/2019] [Indexed: 01/11/2023]
Abstract
Methionine uptake and metabolism is involved in a host of cellular functions including methylation reactions, redox maintenance, polyamine synthesis and coupling to folate metabolism, thus coordinating nucleotide and redox status. Each of these functions has been shown in many contexts to be relevant for cancer pathogenesis. Intriguingly, the levels of methionine obtained from the diet can have a large effect on cellular methionine metabolism. This establishes a link between nutrition and tumour cell metabolism that may allow for tumour-specific metabolic vulnerabilities that can be influenced by diet. Recently, a number of studies have begun to investigate the molecular and cellular mechanisms that underlie the interaction between nutrition, methionine metabolism and effects on health and cancer.
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Affiliation(s)
- Sydney M Sanderson
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC, USA
| | - Xia Gao
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC, USA
| | - Ziwei Dai
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC, USA
| | - Jason W Locasale
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC, USA.
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16
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Sanderson SM, Mikhael PG, Ramesh V, Dai Z, Locasale JW. Nutrient availability shapes methionine metabolism in p16/ MTAP-deleted cells. SCIENCE ADVANCES 2019; 5:eaav7769. [PMID: 31249865 PMCID: PMC6594760 DOI: 10.1126/sciadv.aav7769] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 05/16/2019] [Indexed: 06/09/2023]
Abstract
Codeletions of gene loci containing tumor suppressors and neighboring metabolic enzymes present an attractive synthetic dependency in cancers. However, the impact that these genetic events have on metabolic processes, which are also dependent on nutrient availability and other environmental factors, is unknown. As a proof of concept, we considered panels of cancer cells with homozygous codeletions in CDKN2a and MTAP, genes respectively encoding the commonly-deleted tumor suppressor p16 and an enzyme involved in methionine metabolism. A comparative metabolomics analysis revealed that while a metabolic signature of MTAP deletion is apparent, it is not preserved upon restriction of nutrients related to methionine metabolism. Furthermore, re-expression of MTAP exerts heterogeneous consequences on metabolism across isogenic cell pairs. Together, this study demonstrates that numerous factors, particularly nutrition, can overwhelm the effects of metabolic gene deletions on metabolism. These findings may also have relevance to drug development efforts aiming to target methionine metabolism.
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17
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Hansen LJ, Sun R, Yang R, Singh SX, Chen LH, Pirozzi CJ, Moure CJ, Hemphill C, Carpenter AB, Healy P, Ruger RC, Chen CPJ, Greer PK, Zhao F, Spasojevic I, Grenier C, Huang Z, Murphy SK, McLendon RE, Friedman HS, Friedman AH, Herndon JE, Sampson JH, Keir ST, Bigner DD, Yan H, He Y. MTAP Loss Promotes Stemness in Glioblastoma and Confers Unique Susceptibility to Purine Starvation. Cancer Res 2019; 79:3383-3394. [PMID: 31040154 DOI: 10.1158/0008-5472.can-18-1010] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 01/28/2019] [Accepted: 04/25/2019] [Indexed: 12/16/2022]
Abstract
Homozygous deletion of methylthioadenosine phosphorylase (MTAP) is one of the most frequent genetic alterations in glioblastoma (GBM), but its pathologic consequences remain unclear. In this study, we report that loss of MTAP results in profound epigenetic reprogramming characterized by hypomethylation of PROM1/CD133-associated stem cell regulatory pathways. MTAP deficiency promotes glioma stem-like cell (GSC) formation with increased expression of PROM1/CD133 and enhanced tumorigenicity of GBM cells and is associated with poor prognosis in patients with GBM. As a combined consequence of purine production deficiency in MTAP-null GBM and the critical dependence of GSCs on purines, the enriched subset of CD133+ cells in MTAP-null GBM can be effectively depleted by inhibition of de novo purine synthesis. These findings suggest that MTAP loss promotes the pathogenesis of GBM by shaping the epigenetic landscape and stemness of GBM cells while simultaneously providing a unique opportunity for GBM therapeutics. SIGNIFICANCE: This study links the frequently mutated metabolic enzyme MTAP to dysregulated epigenetics and cancer cell stemness and establishes MTAP status as a factor for consideration in characterizing GBM and developing therapeutic strategies.
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Affiliation(s)
- Landon J Hansen
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Pathology, Duke University Medical Center, Durham, North Carolina.,Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina
| | - Ran Sun
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Pathology, Duke University Medical Center, Durham, North Carolina.,Scientific Research Center, China-Japan Union Hospital, Jilin University, Jilin, China
| | - Rui Yang
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Simranjit X Singh
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Lee H Chen
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Christopher J Pirozzi
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Casey J Moure
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Carlee Hemphill
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina
| | - Austin B Carpenter
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina
| | - Patrick Healy
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, North Carolina
| | - Ryan C Ruger
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina
| | - Chin-Pu J Chen
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina
| | - Paula K Greer
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Fangping Zhao
- Genetron Health Technologies, Inc., Research Triangle Park, North Carolina
| | - Ivan Spasojevic
- Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - Carole Grenier
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, North Carolina
| | - Zhiqing Huang
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, North Carolina
| | - Susan K Murphy
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, North Carolina
| | - Roger E McLendon
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Henry S Friedman
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Allan H Friedman
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - James E Herndon
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, North Carolina
| | - John H Sampson
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Stephen T Keir
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Darell D Bigner
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Hai Yan
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina.,Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Yiping He
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, North Carolina. .,Department of Pathology, Duke University Medical Center, Durham, North Carolina
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18
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Kim I, Choi YS, Song JH, Choi EA, Park S, Lee EJ, Rhee JK, Kim SC, Chang S. A drug-repositioning screen for primary pancreatic ductal adenocarcinoma cells identifies 6-thioguanine as an effective therapeutic agent for TPMT-low cancer cells. Mol Oncol 2018; 12:1526-1539. [PMID: 30055072 PMCID: PMC6120251 DOI: 10.1002/1878-0261.12364] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 06/13/2018] [Accepted: 06/27/2018] [Indexed: 01/19/2023] Open
Abstract
Pancreatic cancer is one of the most difficult cancers to cure due to the lack of early diagnostic tools and effective therapeutic agents. In this study, we aimed to isolate new bioactive compounds that effectively kill pancreatic ductal adenocarcinoma (PDAC) cells, but not untransformed, human pancreatic ductal epithelial (HPDE) cells. To this end, we established four primary PDAC cell lines and screened 4141 compounds from four bioactive-compound libraries. Initial screening yielded 113 primary hit compounds that caused over a 50% viability reduction in all tested PDAC cells. Subsequent triplicate, dose-dependent analysis revealed three compounds with a tumor cell-specific cytotoxic effect. We found that these three compounds fall into a single category of thiopurine biogenesis. Among them, 6-thioguanine (6-TG) showed an IC50 of 0.39-1.13 μm toward PDAC cells but had no effect on HPDE cells. We propose that this cancer selectivity is due to differences in thiopurine methyltransferase (TPMT) expression between normal and cancer cells. This enzyme is responsible for methylation of thiopurine, which reduces its cytotoxicity. We found that TPMT levels were lower in all four PDAC cell lines than in HPDE or Panc1 cells, and that knockdown of TPMT in HPDE or Panc1 cells sensitized them to 6-TG. Lastly, we used a patient-derived xenograft model to confirm that 6-TG has a significant antitumor effect in combination with gemcitabine. Overall, our study presents 6-TG as a strong candidate for use as a therapeutic agent against PDAC with low levels of TPMT.
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Affiliation(s)
- Inki Kim
- Convergence Medicine Research Center (CREDIT)/Biomedical Research Center, Asan Institute for Life Sciences, Seoul, Korea.,Department of Convergence Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Yeon-Sook Choi
- Department of Biomedical Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jae Hwi Song
- Department of Biomedical Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Eun A Choi
- Department of Biomedical Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sojung Park
- Convergence Medicine Research Center (CREDIT)/Biomedical Research Center, Asan Institute for Life Sciences, Seoul, Korea
| | - Eun Ji Lee
- Department of Biomedical Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Je-Keun Rhee
- Cancer Research Institute, Catholic University of Korea, Seoul, Korea
| | - Song Cheol Kim
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Suhwan Chang
- Department of Biomedical Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.,Department of Physiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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19
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Tang B, Lee HO, An SS, Cai KQ, Kruger WD. Specific Targeting of MTAP-Deleted Tumors with a Combination of 2'-Fluoroadenine and 5'-Methylthioadenosine. Cancer Res 2018; 78:4386-4395. [PMID: 29844120 PMCID: PMC6072572 DOI: 10.1158/0008-5472.can-18-0814] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 04/20/2018] [Accepted: 05/23/2018] [Indexed: 12/16/2022]
Abstract
Homozygous deletion of the methylthioadenosine phosphorylase (MTAP) gene is a frequent event in a wide variety of human cancers and is a possible molecular target for therapy. One potential therapeutic strategy to target MTAP-deleted tumors involves combining toxic purine analogues such as 6'-thioguanine (6TG) or 2'-fluoroadenine (2FA) with the MTAP substrate 5'-deoxy-5'-methylthioadenosine (MTA). The rationale is that excess MTA will protect normal MTAP+ cells from purine analogue toxicity because MTAP catalyzes the conversion of MTA to adenine, which then inhibits the conversion of purine base analogues into nucleotides. However, in MTAP- tumor cells, no protection takes place because adenine is not formed. Here, we examine the effects of 6TG and 2FA in combination with MTA in vitro and in vivoIn vitro, MTA protected against both 6TG and 2FA toxicity in an MTAP-dependent manner, shifting the IC50 concentration by one to three orders of magnitude. However, in mice, MTA protected against toxicity from 2FA but failed to protect against 6TG. Addition of 100 mg/kg MTA to 20 mg/kg 2FA entirely reversed the toxicity of 2FA in a variety of tissues and the treatment was well tolerated by mice. The 2FA+MTA combination inhibited tumor growth of four different MTAP- human tumor cell lines in mouse xenograft models. Our results suggest that 2FA+MTA may be a promising combination for treating MTAP-deleted tumors.Significance: Loss of MTAP occurs in about 15% of all human cancers; the MTAP protection strategy presented in this study could be very effective in treating these cancers. Cancer Res; 78(15); 4386-95. ©2018 AACR.
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Affiliation(s)
- Baiqing Tang
- Cancer Biology Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Hyung-Ok Lee
- Cancer Biology Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Serim S An
- Cancer Biology Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Kathy Q Cai
- Cancer Biology Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Warren D Kruger
- Cancer Biology Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania.
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20
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Abrahao-Machado LF, Antunes B, Filippi RZ, Volc S, Boldrini E, Menezes WP, Reis RM, de Camargo OP. Loss of MTAP expression is a negative prognostic marker in Ewing sarcoma family of tumors. Biomark Med 2018; 12:35-44. [DOI: 10.2217/bmm-2017-0152] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: The Ewing sarcoma family of tumors (ESFT) is a group of malignant small round cell neoplasms of bones and soft tissues closely histogenetically related. Methylthioadenosine phosphorylase (MTAP) deficiency has been recently associated with increased tumor aggressiveness and poor outcomes in different types of neoplasms. However, the expression of this biomarker and its biological role in ESFT remain largely unknown. Methods: Immunohistochemical expression of MTAP was accessed in 112 patients with ESFT in a tissue microarray platform and associated with clinicopathological parameters and overall survival (OS). Results: Loss of MTAP expression was significantly associated with lower OS in both univariate and multivariate analyses. Conclusion: Loss of MTAP expression is an independent negative prognostic biomarker in ESFT.
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Affiliation(s)
| | - Bruno Antunes
- Department of Othopedics Surgery, Barretos Cancer Hospital, Barretos, SP, Brazil
| | - Renee Zon Filippi
- Institute of Orthopedics & Traumatology, Faculty of Medicine, University of São Paulo (FMUSP), São Paulo, SP, Brazil
| | - Sahlua Volc
- Oncology Department, Barretos Cancer Hospital, Barretos, SP, Brazil
| | - Erica Boldrini
- Pediatrics Department, Barretos Cancer Hospital, Barretos, SP, Brazil
| | - Weder P Menezes
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil
| | - Rui M Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil
- Life & Health Sciences Research Institute (ICVS), Health Sciences School, University of Minho, Braga, Portugal
- ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Olavo Pires de Camargo
- Institute of Orthopedics & Traumatology, Faculty of Medicine, University of São Paulo (FMUSP), São Paulo, SP, Brazil
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21
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Matherly LH, Hou Z, Gangjee A. The promise and challenges of exploiting the proton-coupled folate transporter for selective therapeutic targeting of cancer. Cancer Chemother Pharmacol 2018; 81:1-15. [PMID: 29127457 PMCID: PMC5756103 DOI: 10.1007/s00280-017-3473-8] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Accepted: 10/20/2017] [Indexed: 12/17/2022]
Abstract
This review considers the "promise" of exploiting the proton-coupled folate transporter (PCFT) for selective therapeutic targeting of cancer. PCFT was discovered in 2006 and was identified as the principal folate transporter involved in the intestinal absorption of dietary folates. The recognition that PCFT was highly expressed in many tumors stimulated substantial interest in using PCFT for cytotoxic drug targeting, taking advantage of its high level transport activity under the acidic pH conditions that characterize many tumors. For pemetrexed, among the best PCFT substrates, transport by PCFT establishes its importance as a clinically important transporter in malignant pleural mesothelioma and non-small cell lung cancer. In recent years, the notion of PCFT-targeting has been extended to a new generation of tumor-targeted 6-substituted pyrrolo[2,3-d]pyrimidine compounds that are structurally and functionally distinct from pemetrexed, and that exhibit near exclusive transport by PCFT and potent inhibition of de novo purine nucleotide biosynthesis. Based on compelling preclinical evidence in a wide range of human tumor models, it is now time to advance the most optimized PCFT-targeted agents with the best balance of PCFT transport specificity and potent antitumor efficacy to the clinic to validate this novel paradigm of highly selective tumor targeting.
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Affiliation(s)
- Larry H Matherly
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, 421 East Canfield Street, Detroit, MI, 48201, USA.
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
| | - Zhanjun Hou
- Molecular Therapeutics Program, Barbara Ann Karmanos Cancer Institute, 421 East Canfield Street, Detroit, MI, 48201, USA
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Aleem Gangjee
- Division of Medicinal Chemistry, Graduate School of Pharmaceutical Sciences, Duquesne University, 600 Forbes Avenue, Pittsburgh, PA, 15282, USA
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22
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Luengo A, Gui DY, Vander Heiden MG. Targeting Metabolism for Cancer Therapy. Cell Chem Biol 2017; 24:1161-1180. [PMID: 28938091 PMCID: PMC5744685 DOI: 10.1016/j.chembiol.2017.08.028] [Citation(s) in RCA: 594] [Impact Index Per Article: 84.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Revised: 08/06/2017] [Accepted: 08/30/2017] [Indexed: 12/11/2022]
Abstract
Metabolic reprogramming contributes to tumor development and introduces metabolic liabilities that can be exploited to treat cancer. Chemotherapies targeting metabolism have been effective cancer treatments for decades, and the success of these therapies demonstrates that a therapeutic window exists to target malignant metabolism. New insights into the differential metabolic dependencies of tumors have provided novel therapeutic strategies to exploit altered metabolism, some of which are being evaluated in preclinical models or clinical trials. Here, we review our current understanding of cancer metabolism and discuss how this might guide treatments targeting the metabolic requirements of tumor cells.
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Affiliation(s)
- Alba Luengo
- The Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Dan Y Gui
- The Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Matthew G Vander Heiden
- The Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Dana-Farber Cancer Institute, Boston, MA 02115, USA.
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Firestone RS, Cameron SA, Karp JM, Arcus VL, Schramm VL. Heat Capacity Changes for Transition-State Analogue Binding and Catalysis with Human 5'-Methylthioadenosine Phosphorylase. ACS Chem Biol 2017; 12:464-473. [PMID: 28026167 PMCID: PMC5462123 DOI: 10.1021/acschembio.6b00885] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Human 5'-methylthioadenosine phosphorylase (MTAP) catalyzes the phosphorolysis of 5'-methylthioadenosine (MTA). Its action regulates cellular MTA and links polyamine synthesis to S-adenosylmethionine (AdoMet) salvage. Transition state analogues with picomolar dissociation constants bind to MTAP in an entropically driven process at physiological temperatures, suggesting increased hydrophobic character or dynamic structure for the complexes. Inhibitor binding exhibits a negative heat capacity change (-ΔCp), and thus the changes in enthalpy and entropy upon binding are strongly temperature-dependent. The ΔCp of inhibitor binding by isothermal titration calorimetry does not follow conventional trends and is contrary to that expected from the hydrophobic effect. Thus, ligands of increasing hydrophobicity bind with increasing values of ΔCp. Crystal structures of MTAP complexed to transition-state analogues MT-DADMe-ImmA, BT-DADMe-ImmA, PrT-ImmA, and a substrate analogue, MT-tubercidin, reveal similar active site contacts and overall protein structural parameters, despite large differences in ΔCp for binding. In addition, ΔCp values are not correlated with Kd values. Temperature dependence of presteady state kinetics revealed the chemical step for the MTAP reaction to have a negative heat capacity for transition state formation (-ΔCp‡). A comparison of the ΔCp‡ for MTAP presteady state chemistry and ΔCp for inhibitor binding revealed those transition-state analogues most structurally and thermodynamically similar to the transition state. Molecular dynamics simulations of MTAP apoenzyme and complexes with MT-DADMe-ImmA and MT-tubercidin show small, but increased dynamic motion in the inhibited complexes. Variable temperature CD spectroscopy studies for MTAP-inhibitor complexes indicate remarkable protein thermal stability (to Tm = 99 °C) in complexes with transition-state analogues.
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Affiliation(s)
- Ross S. Firestone
- Department of Biochemistry, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York 10461, United States
| | - Scott A. Cameron
- Department of Biochemistry, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York 10461, United States
| | - Jerome M. Karp
- Department of Biochemistry, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York 10461, United States
| | - Vickery L. Arcus
- Faculty of Science and Engineering, Department of Biological Science, University of Waikato, Private Bag 3105, Hamilton, New Zealand
| | - Vern L. Schramm
- Department of Biochemistry, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, New York 10461, United States,Corresponding Author: Phone: 718-430-2813.
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24
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Daghir-Wojtkowiak E, Wiczling P, Waszczuk-Jankowska M, Kaliszan R, Markuszewski MJ. Multilevel pharmacokinetics-driven modeling of metabolomics data. Metabolomics 2017; 13:31. [PMID: 28255294 PMCID: PMC5306155 DOI: 10.1007/s11306-017-1164-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 01/12/2017] [Indexed: 10/28/2022]
Abstract
INTRODUCTION Multilevel modeling is a quantitative statistical method to investigate variability and relationships between variables of interest, taking into account population structure and dependencies. It can be used for prediction, data reduction and causal inference from experiments and observational studies allowing for more efficient elucidation of knowledge. OBJECTIVES In this study we introduced the concept of multilevel pharmacokinetics (PK)-driven modelling for large-sample, unbalanced and unadjusted metabolomics data comprising nucleoside and creatinine concentration measurements in urine of healthy and cancer patients. METHODS A Bayesian multilevel model was proposed to describe the nucleoside and creatinine concentration ratio considering age, sex and health status as covariates. The predictive performance of the proposed model was summarized via area under the ROC, sensitivity and specificity using external validation. RESULTS Cancer was associated with an increase in methylthioadenosine/creatinine excretion rate by a factor of 1.42 (1.09-2.03) which constituted the highest increase among all nucleosides. Age influenced nucleosides/creatinine excretion rates for all nucleosides in the same direction which was likely caused by a decrease in creatinine clearance with age. There was a small evidence of sex-related differences for methylthioadenosine. The individual a posteriori prediction of patient classification as area under the ROC with 5th and 95th percentile was 0.57(0.5-0.67) with sensitivity and specificity of 0.59(0.42-0.76) and 0.57(0.45-0.7), respectively suggesting limited usefulness of 13 nucleosides/creatinine urine concentration measurements in predicting disease in this population. CONCLUSION Bayesian multilevel pharmacokinetics-driven modeling in metabolomics may be useful in understanding the data and may constitute a new tool for searching towards potential candidates of disease indicators.
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Affiliation(s)
- Emilia Daghir-Wojtkowiak
- 0000 0001 0531 3426grid.11451.30Department of Biopharmaceutics and Pharmacodynamics, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, Poland
| | - Paweł Wiczling
- 0000 0001 0531 3426grid.11451.30Department of Biopharmaceutics and Pharmacodynamics, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, Poland
| | - Małgorzata Waszczuk-Jankowska
- 0000 0001 0531 3426grid.11451.30Department of Biopharmaceutics and Pharmacodynamics, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, Poland
| | - Roman Kaliszan
- 0000 0001 0531 3426grid.11451.30Department of Biopharmaceutics and Pharmacodynamics, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, Poland
| | - Michał Jan Markuszewski
- 0000 0001 0531 3426grid.11451.30Department of Biopharmaceutics and Pharmacodynamics, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, Poland
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Abstract
Chordomas are rare primary bone tumors arising from embryonic remnants of the notochord. They are slow-growing, locally aggressive, and destructive and typically involve the axial skeleton. Genetic studies have identified several mutations implicated in the pathogenesis of these tumors. Treatment poses a challenge given their insidious progression, degree of local invasion at presentation, and high recurrence rate. They tend to respond poorly to conventional chemotherapy and radiation. This makes radical resection the mainstay of their treatment. Recent advances in targeted chemotherapy and focused particle beam radiation, however, have improved the management and prognosis of these tumors.
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Affiliation(s)
- Carl Youssef
- Department of Neurosurgery, University of Texas Southwestern Medical Center, Dallas, Texas, 75390, USA
| | - Salah G Aoun
- Department of Neurosurgery, University of Texas Southwestern Medical Center, Dallas, Texas, 75390, USA
| | - Jessica R Moreno
- Department of Neurosurgery, University of Texas Southwestern Medical Center, Dallas, Texas, 75390, USA
| | - Carlos A Bagley
- Department of Neurosurgery, University of Texas Southwestern Medical Center, Dallas, Texas, 75390, USA
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26
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Zhi L, Liu D, Wu SG, Li T, Zhao G, Zhao B, Li M. Association of common variants in MTAP with susceptibility and overall survival of osteosarcoma: a two-stage population-based study in Han Chinese. J Cancer 2016; 7:2179-2186. [PMID: 27994653 PMCID: PMC5166526 DOI: 10.7150/jca.16609] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2016] [Accepted: 09/04/2016] [Indexed: 12/19/2022] Open
Abstract
Osteosarcoma (OS) is a common malignant tumor, which exists widely in the bone of children and adolescents, and genetic factors may influence its susceptibility. Recently, the gene MTAP has been reported to be associated with OS in a Caucasian population. To investigate the association of common variants in MTAP with OS risk in Han Chinese individuals, we designed a two-stage case-control study with 392 OS patients and 1,578 unrelated healthy controls of Han Chinese individuals. A total of 17 tagging single nucleotide polymorphisms (SNPs) were firstly genotyped in the discovery stage, and single-SNP association and haplotypic association analyses have been performed. The SNP rs7023329 was found to be strongly associated with the OS risk (adjusted P = 0.002908), and the results of odds ratios (ORs) and 95% confidence intervals (CI) revealed increased risks from A allele of the SNP on OS (OR=1.33, 95% CI=1.13-1.62). The results were confirmed with a similar pattern in the validation stage (adjusted P = 0.006737, OR=1.49, 95% CI=1.11-2.00). Moreover, haplotypic analyses indicated that one haplotype block containing rs7023329 was significantly associated with OS risk in both stages (both global P<0.0001). The statistically significant association between the rs7023329 genotype and poor survival in OS patients was also observed. To sum up, our results prove that MTAP plays an important role in the etiology of OS, suggesting this gene as a potential genetic modifier for OS development.
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Affiliation(s)
- Liqiang Zhi
- Department of Orthopedic, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Dan Liu
- Department of Rheumatology and Immunology, the Fifth Hospital of Xi'an, Xi'an, China
| | - Stephen G Wu
- Department of Energy, Environment and Chemical Engineering, Washington University, Saint Louis, MO, USA
| | - Tianqing Li
- Department of Orthopedic, Xijing Orthopedic Hospital, the Fourth Military Medical University, Xi'an, China
| | - Guanghui Zhao
- Department of Orthopedic, Hong-hui Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, China
| | - Bo Zhao
- Department of Orthopedic, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Meng Li
- Department of Orthopedic, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
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27
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Jeon H, Kim JH, Lee E, Jang YJ, Son JE, Kwon JY, Lim TG, Kim S, Park JHY, Kim JE, Lee KW. Methionine deprivation suppresses triple-negative breast cancer metastasis in vitro and in vivo. Oncotarget 2016; 7:67223-67234. [PMID: 27579534 PMCID: PMC5341870 DOI: 10.18632/oncotarget.11615] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Accepted: 07/27/2016] [Indexed: 12/16/2022] Open
Abstract
Nutrient deprivation strategies have been proposed as an adjuvant therapy for cancer cells due to their increased metabolic demand. We examined the specific inhibitory effects of amino acid deprivation on the metastatic phenotypes of the human triple-negative breast cancer (TNBC) cell lines MDA-MB-231 and Hs 578T, as well as the orthotopic 4T1 mouse TNBC tumor model. Among the 10 essential amino acids tested, methionine deprivation elicited the strongest inhibitory effects on the migration and invasion of these cancer cells. Methionine deprivation reduced the phosphorylation of focal adhesion kinase, as well as the activity and mRNA expression of matrix metalloproteinases MMP-2 and MMP-9, two major markers of metastasis, while increasing the mRNA expression of tissue inhibitor of metalloproteinase 1 in MDA-MB-231 cells. Furthermore, methionine restriction downregulated the metastasis-related factor urokinase plasminogen activatior and upregulated plasminogen activator inhibitor 1 mRNA expression. Animals on the methionine-deprived diet showed lower lung metastasis rates compared to mice on the control diet. Taken together, these results suggest that methionine restriction could provide a potential nutritional strategy for more effective cancer therapy.
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Affiliation(s)
- Hyein Jeon
- Major in Biomodulation, Department of Agricultural Biotechnology and Research Institute for Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
- Advanced Institutes of Convergence Technology, Seoul National University, Suwon, Republic of Korea
| | - Jae Hwan Kim
- Major in Biomodulation, Department of Agricultural Biotechnology and Research Institute for Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
- Advanced Institutes of Convergence Technology, Seoul National University, Suwon, Republic of Korea
| | - Eunjung Lee
- Major in Biomodulation, Department of Agricultural Biotechnology and Research Institute for Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
- Advanced Institutes of Convergence Technology, Seoul National University, Suwon, Republic of Korea
- Traditional Alcoholic Beverage Research Team, Korea Food Research Institute, Seongnam, Republic of Korea
| | - Young Jin Jang
- Major in Biomodulation, Department of Agricultural Biotechnology and Research Institute for Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
- Advanced Institutes of Convergence Technology, Seoul National University, Suwon, Republic of Korea
- Metabolic Mechanism Research Group, Korea Food Research Institute, Seongnam, Republic of Korea
| | - Joe Eun Son
- Major in Biomodulation, Department of Agricultural Biotechnology and Research Institute for Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
- Advanced Institutes of Convergence Technology, Seoul National University, Suwon, Republic of Korea
| | - Jung Yeon Kwon
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Tae-gyu Lim
- Major in Biomodulation, Department of Agricultural Biotechnology and Research Institute for Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
- Advanced Institutes of Convergence Technology, Seoul National University, Suwon, Republic of Korea
- Division of Strategic Food Research, Korea Food Research Institute, Seongnam, Republic of Korea
| | - Sunghoon Kim
- Medicinal Bioconvergence Research Center, College of Pharmacy, Seoul National University, Seoul, Republic of Korea
| | - Jung Han Yoon Park
- Department of Food Science and Nutrition, Hallym University, Chuncheon, Republic of Korea
| | - Jong-Eun Kim
- Major in Biomodulation, Department of Agricultural Biotechnology and Research Institute for Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
- Advanced Institutes of Convergence Technology, Seoul National University, Suwon, Republic of Korea
| | - Ki Won Lee
- Major in Biomodulation, Department of Agricultural Biotechnology and Research Institute for Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
- Advanced Institutes of Convergence Technology, Seoul National University, Suwon, Republic of Korea
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28
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de Oliveira SFV, Ganzinelli M, Chilà R, Serino L, Maciel ME, Urban CDA, de Lima RS, Cavalli IJ, Generali D, Broggini M, Damia G, Ribeiro EMDSF. Characterization of MTAP Gene Expression in Breast Cancer Patients and Cell Lines. PLoS One 2016; 11:e0145647. [PMID: 26751376 PMCID: PMC4709099 DOI: 10.1371/journal.pone.0145647] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Accepted: 12/07/2015] [Indexed: 01/02/2023] Open
Abstract
MTAP is a ubiquitously expressed gene important for adenine and methionine salvage. The gene is located at 9p21, a chromosome region often deleted in breast carcinomas, similar to CDKN2A, a recognized tumor suppressor gene. Several research groups have shown that MTAP acts as a tumor suppressor, and some therapeutic approaches were proposed based on a tumors´ MTAP status. We analyzed MTAP and CDKN2A gene (RT-qPCR) and protein (western-blotting) expression in seven breast cancer cell lines and evaluated their promoter methylation patterns to better characterize the contribution of these genes to breast cancer. Cytotoxicity assays with inhibitors of de novo adenine synthesis (5-FU, AZA and MTX) after MTAP gene knockdown showed an increased sensitivity, mainly to 5-FU. MTAP expression was also evaluated in two groups of samples from breast cancer patients, fresh tumors and paired normal breast tissue, and from formalin-fixed paraffin embedded (FFPE) core breast cancer samples diagnosed as Luminal-A tumors and triple negative breast tumors (TNBC). The difference of MTAP expression between fresh tumors and normal tissues was not statistically significant. However, MTAP expression was significantly higher in Luminal-A breast tumors than in TNBC, suggesting the lack of expression in more aggressive breast tumors and the possibility of using the new approaches based on MTAP status in TNBC.
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MESH Headings
- Adenocarcinoma, Mucinous/drug therapy
- Adenocarcinoma, Mucinous/genetics
- Adenocarcinoma, Mucinous/metabolism
- Adenocarcinoma, Mucinous/pathology
- Antineoplastic Agents/pharmacology
- Azacitidine/pharmacology
- Carcinoma, Ductal, Breast/drug therapy
- Carcinoma, Ductal, Breast/genetics
- Carcinoma, Ductal, Breast/metabolism
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Lobular/drug therapy
- Carcinoma, Lobular/genetics
- Carcinoma, Lobular/metabolism
- Carcinoma, Lobular/pathology
- Cell Line, Tumor
- Cyclin-Dependent Kinase Inhibitor p16/genetics
- Cyclin-Dependent Kinase Inhibitor p16/metabolism
- DNA Methylation
- Estrogen Receptor alpha/deficiency
- Estrogen Receptor alpha/genetics
- Female
- Fluorouracil/pharmacology
- Gene Expression Regulation, Neoplastic
- Humans
- Lymphatic Metastasis
- Methotrexate/pharmacology
- Organ Specificity
- Promoter Regions, Genetic
- Purine-Nucleoside Phosphorylase/antagonists & inhibitors
- Purine-Nucleoside Phosphorylase/genetics
- Purine-Nucleoside Phosphorylase/metabolism
- RNA, Small Interfering/genetics
- RNA, Small Interfering/metabolism
- Receptor, ErbB-2/deficiency
- Receptor, ErbB-2/genetics
- Receptors, Progesterone/deficiency
- Receptors, Progesterone/genetics
- Signal Transduction
- Triple Negative Breast Neoplasms/drug therapy
- Triple Negative Breast Neoplasms/genetics
- Triple Negative Breast Neoplasms/metabolism
- Triple Negative Breast Neoplasms/pathology
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Affiliation(s)
| | - Monica Ganzinelli
- Laboratory of Molecular Pharmacology, Department of Oncology, Istituto di Ricerche Farmacologiche ‘‘Mario Negri”, Milan, Lombardia, Italy
| | - Rosaria Chilà
- Laboratory of Molecular Pharmacology, Department of Oncology, Istituto di Ricerche Farmacologiche ‘‘Mario Negri”, Milan, Lombardia, Italy
| | - Leandro Serino
- Department of Genetics, Federal University of Paraná, Curitiba, Paraná, Brazil
| | | | - Cícero de Andrade Urban
- Department of Mastology, Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Paraná, Brazil
| | - Rubens Silveira de Lima
- Department of Mastology, Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Paraná, Brazil
| | | | - Daniele Generali
- Laboratorio di Oncologia Molecolare Senologica, U. O. Multidisciplinare di Patologia Mammaria, A. O. Istituti Ospitalieri di Cremona, Cremona, Lombardia, Italy
| | - Massimo Broggini
- Laboratory of Molecular Pharmacology, Department of Oncology, Istituto di Ricerche Farmacologiche ‘‘Mario Negri”, Milan, Lombardia, Italy
| | - Giovanna Damia
- Laboratory of Molecular Pharmacology, Department of Oncology, Istituto di Ricerche Farmacologiche ‘‘Mario Negri”, Milan, Lombardia, Italy
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29
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He HL, Lee YE, Shiue YL, Lee SW, Chen TJ, Li CF. Characterization and Prognostic Significance of Methylthioadenosine Phosphorylase Deficiency in Nasopharyngeal Carcinoma. Medicine (Baltimore) 2015; 94:e2271. [PMID: 26656376 PMCID: PMC5008521 DOI: 10.1097/md.0000000000002271] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Identification of cancer-associated genes by genomic profiling contributes to the elucidation of tumor development and progression. The methylthioadenosine phosphorylase (MTAP) gene, located at chromosome 9p21, plays a critical role in tumorigenicity and disease progression in a wide variety of cancers. However, the prognostic impact of MTAP in patients with nasopharyngeal carcinoma (NPC) remains obscured. Through data mining from published transcriptomic database, MTAP was first identified as a differentially downregulated gene in NPC. In this study, our aim was to evaluate the expression of MTAP in NPC and to clarify its prognostic significance.MTAP immunohistochemistry was retrospectively performed and analyzed in biopsy specimens from 124 NPC patients who received standard treatment without distant metastasis at initial diagnosis. The immunoexpression status was correlated with the clinicopathological variables, disease-specific survival (DSS), distant metastasis-free survival (DMFS), and local recurrence-free survival (LRFS). Real-time quantitative polymerase chain reaction (PCR) was used to measure MTAP gene dosage. In some cases, we also performed methylation-specific PCR and pyrosequencing to assess the status of promoter methylation.MTAP deficiency was significantly associated with advanced tumor stages (P = 0.023) and univariately predictive of adverse outcomes for DSS, DMFS, and LRFS. In the multivariate comparison, MTAP deficiency still remained prognostically independent to portend worse DSS (P = 0.021, hazard ratio = 1.870) and DMFS (P = 0.009, hazard ratio = 2.154), together with advanced AJCC stages III to IV. Homozygous deletion or promoter methylation of MTAP gene were identified to be significantly associated with MTAP protein deficiency (P < 0.001).MTAP deficiency was correlated with an aggressive phenotype and independently predictive of worse DSS and DMFS, suggesting its role in disease progression and as an independent prognostic biomarker of NPC, which potentially offers new strategy of targeted treatment for patients lacking MTAP expression.
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Affiliation(s)
- Hong-Lin He
- From the Department of Pathology, E-DA Hospital, I-Shou University, Kaohsiung, Taiwan (H-LH); Institute of Biomedical Science, National Sun Yat-Sen University, Kaohsiung, Taiwan (H-LH, Y-LS); Department of Anesthesiology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan (Y-EL); Department of Radiation Oncology, Chi-Mei Medical Center, Liouying, Tainan, Taiwan (S-WL); Department of Pathology, Chi-Mei Medical Center, Tainan, Taiwan (T-JC, C-FL); National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan (C-FL); Department of Biotechnology, Southern Taiwan University of Science and Technology, Tainan, Taiwan (C-FL); and Institute of Clinical Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan (C-FL)
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30
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Li CF, Fang FM, Kung HJ, Chen LT, Wang JW, Tsai JW, Yu SC, Wang YH, Li SH, Huang HY. Downregulated MTAP expression in myxofibrosarcoma: A characterization of inactivating mechanisms, tumor suppressive function, and therapeutic relevance. Oncotarget 2015; 5:11428-41. [PMID: 25426549 PMCID: PMC4294342 DOI: 10.18632/oncotarget.2552] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2014] [Accepted: 10/01/2014] [Indexed: 12/22/2022] Open
Abstract
Myxofibrosarcomas are genetically complex and involve recurrently deleted chromosome 9p, for which we characterized the pathogenically relevant target(s) using genomic profiling. In 12 of the 15 samples, we detected complete or partial losses of 9p. The only aggressiveness-associated, differentially lost region was 9p21.3, spanning the potential inactivated methylthioadenosine phosphorylase (MTAP) that exhibited homozygous (4/15) or hemizygous (3/15) deletions. In independent samples, MTAP gene status was assessed using quantitative- and methylation-specific PCR assays, and immunoexpression was evaluated. We applied MTAP reexpression or knockdown to elucidate the functional roles of MTAP and the therapeutic potential of L-alanosine in MTAP-preserved and MTAP-deficient myxofibrosarcoma cell lines and xenografts. MTAP protein deficiency (37%) was associated with MTAP gene inactivation (P < 0.001) by homozygous deletion or promoter methylation, and independently portended unfavorable metastasis-free survival (P = 0.0318) and disease-specific survival (P = 0.014). Among the MTAP-deficient cases, the homozygous deletion of MTAP predicted adverse outcome. In MTAP-deficient cells, MTAP reexpression inhibited cell migration and invasion, proliferation, and anchorage-independent colony formation and downregulated cyclin D1. This approach also attenuated the tube-forming abilities of human umbilical venous endothelial cells, attributable to the transcriptional repression of MMP-9, and abrogated the susceptibility to L-alanosine. The inhibiting effects of MTAP expression on tumor growth, angiogenesis, and the induction of apoptosis by L-alanosine were validated using MTAP-reexpressing xenografts and reverted using RNA interference in MTAP-preserved cells. In conclusion, homozygous deletion primarily accounts for the adverse prognostic impact of MTAP deficiency and confers the biological aggressiveness and susceptibility to L-alanosine in myxofibrosarcomas.
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Affiliation(s)
- Chien-Feng Li
- Department of Pathology, Chi-Mei Medical Center, Tainan, Taiwan. Department of Biotechnology, Southern Taiwan University of Science and Technology, Tainan, Taiwan. National Institute of Cancer Research National Health Research Institutes, Tainan, Taiwan. Institute of Clinical Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Fu-Min Fang
- Departments of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hsing-Jien Kung
- Institute of Molecular and Genomic Medicine, National Health Research Institutes, Tainan, Taiwan
| | - Li-Tzong Chen
- National Institute of Cancer Research National Health Research Institutes, Tainan, Taiwan. Department of Internal Medicine and Cancer Center, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jun-Wen Wang
- Orthopedic Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Jen-Wei Tsai
- Department of Anatomic Pathology, E-Da Hospital, Kaohsiung, Tawian
| | - Shih Chen Yu
- Department of Pathology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yu-Hui Wang
- Institute of Biosignal Transduction, National Cheng Kung University, Tainan, Taiwan
| | - Shau-Hsuan Li
- Department of Internal Medicine, Division of Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hsuan-Ying Huang
- Department of Pathology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
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31
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Bobrovnikova-Marjon E, Hurov JB. Targeting metabolic changes in cancer: novel therapeutic approaches. Annu Rev Med 2014; 65:157-70. [PMID: 24422570 DOI: 10.1146/annurev-med-092012-112344] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Therapeutic strategies designed to target cancer metabolism are an area of intense research. Antimetabolites, first used to treat patients in the early twentieth century, served as an early proof of concept for such therapies. We highlight strategies that attempt to improve on the anti-metabolite approach as well as new metabolic drug targets. Some of these targets have the advantage of a strong genetic anchor to drive patient selection (isocitrate dehydrogenase 1/2, Enolase 2). Additional approaches described here derive from hypothesis-driven and systems biology efforts designed to exploit tumor cell metabolic dependencies (fatty acid oxidation, nicotinamide adenine dinucleotide synthesis, glutamine biology).
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32
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Sepiashvili L, Waggott D, Hui A, Shi W, Su S, Ignatchenko A, Ignatchenko V, Laureano M, Huang SH, Xu W, Weinreb I, Waldron J, O'Sullivan B, Irish JC, Boutros PC, Liu FF, Kislinger T. Integrated omic analysis of oropharyngeal carcinomas reveals human papillomavirus (HPV)-dependent regulation of the activator protein 1 (AP-1) pathway. Mol Cell Proteomics 2014; 13:3572-84. [PMID: 25271301 DOI: 10.1074/mcp.m114.041764] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
HPV-positive oropharyngeal carcinoma (OPC) patients have superior outcomes relative to HPV-negative patients, but the underlying mechanisms remain poorly understood. We conducted a proteomic investigation of HPV-positive (n = 27) and HPV-negative (n = 26) formalin-fixed paraffin-embedded OPC biopsies to acquire insights into the biological pathways that correlate with clinical behavior. Among the 2,633 proteins identified, 174 were differentially abundant. These were enriched for proteins related to cell cycle, DNA replication, apoptosis, and immune response. The differential abundances of cortactin and methylthioadenosine phosphorylase were validated by immunohistochemistry in an independent cohort of 29 OPC samples (p = 0.023 and p = 0.009, respectively). An additional 1,124 proteins were independently corroborated through comparison to a published proteomic dataset of OPC. Furthermore, utilizing the Cancer Genome Atlas, we conducted an integrated investigation of OPC, attributing mechanisms underlying differential protein abundances to alterations in mutation, copy number, methylation, and mRNA profiles. A key finding of this integration was the identification of elevated cortactin oncoprotein levels in HPV-negative OPCs. These proteins might contribute to reduced survival in these patients via their established role in radiation resistance. Through interrogation of Cancer Genome Atlas data, we demonstrated that activation of the β1-integrin/FAK/cortactin/JNK1 signaling axis and associated differential regulation of activator protein 1 transcription factor target genes are plausible consequences of elevated cortactin protein levels.
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Affiliation(s)
- Lusia Sepiashvili
- From the ‡Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada M5G 1L7; §Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada M5T 2M9
| | - Daryl Waggott
- ¶Informatics & Biocomputing, Ontario Institute for Cancer Research, Toronto, Ontario, Canada M5G 0A3
| | - Angela Hui
- §Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada M5T 2M9
| | - Wei Shi
- §Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada M5T 2M9
| | - Susie Su
- ‖Division of Biostatistics, University of Toronto, Toronto, Ontario, Canada M5G 2M9
| | - Alex Ignatchenko
- §Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada M5T 2M9
| | - Vladimir Ignatchenko
- §Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada M5T 2M9
| | - Marissa Laureano
- §Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada M5T 2M9
| | - Shao Hui Huang
- **Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada M5G 2M9
| | - Wei Xu
- ‖Division of Biostatistics, University of Toronto, Toronto, Ontario, Canada M5G 2M9
| | - Ilan Weinreb
- ‡‡Department of Pathology, University of Toronto, Toronto, Ontario, Canada M5G 2C4
| | - John Waldron
- **Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada M5G 2M9
| | - Brian O'Sullivan
- **Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada M5G 2M9
| | - Jonathan C Irish
- §§Department of Surgery, University of Toronto, Toronto, Ontario, Canada M5G 2M9
| | - Paul C Boutros
- From the ‡Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada M5G 1L7; ¶Informatics & Biocomputing, Ontario Institute for Cancer Research, Toronto, Ontario, Canada M5G 0A3; ¶¶Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada M5G 0A3
| | - Fei-Fei Liu
- From the ‡Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada M5G 1L7; §Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada M5T 2M9; **Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada M5G 2M9;
| | - Thomas Kislinger
- From the ‡Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada M5G 1L7; §Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada M5T 2M9;
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Abstract
Sixty years ago, 6-thioguanine (6-TG) was introduced into the clinic. We suggest its full potential in therapy may not have been reached. In this paper, we contrast 6-TG and the more widely used 6-mercaptopurine; discuss 6-TG metabolism, pharmacokinetics, dosage and schedule; and summarize many of the early studies that have shown infrequent but nevertheless positive results with 6-TG treatment of cancers. We also consider studies that suggest that combinations of 6-TG with other agents may enhance antitumor effects. Although not yet tested in man, 6-TG has recently been proposed to treat a wide variety of cancers with a high frequency of homozygous deletion of the gene for methylthioadenosine phosphorylase (MTAP), often codeleted with the adjacent tumor suppressor CDKN2A (p16). Among the cancers with a high frequency of MTAP deficiency are leukemias, lymphomas, mesothelioma, melanoma, biliary tract cancer, glioblastoma, osteosarcoma, soft tissue sarcoma, neuroendocrine tumors, and lung, pancreatic, and squamous cell carcinomas. The method involves pretreatment with the naturally occurring nucleoside methylthioadenosine (MTA), the substrate for the enzyme MTAP. MTA pretreatment protects normal host tissues, but not MTAP-deficient cancers, from 6-TG toxicity and permits administration of doses of 6-TG that are much higher than can now be safely administered. The combination of MTA/6-TG has produced substantial shrinkage or slowing of growth in two different xenograft human tumor models: lymphoblastic leukemia and metastatic prostate carcinoma with neuroendocrine features. Further development and a clinical trial of the proposed MTA/6-TG treatment of MTAP-deficient cancers seem warranted.
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Affiliation(s)
- Pashna N Munshi
- Rutgers Robert Wood Johnson University Hospital and Rutgers Cancer Institute of New Jersey, Departments of Pharmacology, Biochemistry, and Medicine, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, New Jersey, USA; Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, USA
| | - Martin Lubin
- Rutgers Robert Wood Johnson University Hospital and Rutgers Cancer Institute of New Jersey, Departments of Pharmacology, Biochemistry, and Medicine, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, New Jersey, USA; Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, USA
| | - Joseph R Bertino
- Rutgers Robert Wood Johnson University Hospital and Rutgers Cancer Institute of New Jersey, Departments of Pharmacology, Biochemistry, and Medicine, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, New Jersey, USA; Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, USA
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Joung JG, Kim D, Lee SY, Kang HJ, Kim JH. Integrated analysis of microRNA-target interactions with clinical outcomes for cancers. BMC Med Genomics 2014; 7 Suppl 1:S10. [PMID: 25079112 PMCID: PMC4101396 DOI: 10.1186/1755-8794-7-s1-s10] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background Clinical statement alone is not enough to predict the progression of disease. Instead, the gene expression profiles have been widely used to forecast clinical outcomes. Many genes related to survival have been identified, and recently miRNA expression signatures predicting patient survival have been also investigated for several cancers. However, miRNAs and their target genes associated with clinical outcomes have remained largely unexplored. Methods Here, we demonstrate a survival analysis based on the regulatory relationships of miRNAs and their target genes. The patient survivals for the two major cancers, ovarian cancer and glioblastoma multiforme (GBM), are investigated through the integrated analysis of miRNA-mRNA interaction pairs. Results We found that there is a larger survival difference between two patient groups with an inversely correlated expression profile of miRNA and mRNA. It supports the idea that signatures of miRNAs and their targets related to cancer progression can be detected via this approach. Conclusions This integrated analysis can help to discover coordinated expression signatures of miRNAs and their target mRNAs that can be employed for therapeutics in human cancers.
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Hu X, Liu Y, Qin C, Pan Z, Luo J, Yu A, Cheng Z. Up-regulated isocitrate dehydrogenase 1 suppresses proliferation, migration and invasion in osteosarcoma: in vitro and in vivo. Cancer Lett 2013; 346:114-21. [PMID: 24368190 DOI: 10.1016/j.canlet.2013.12.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Revised: 11/27/2013] [Accepted: 12/13/2013] [Indexed: 11/28/2022]
Abstract
Very few studies have been reported the function of wild type IDH1 in tumor progress. Previously, we reported that IDH1 correlated with pathological grade and metastatic potential inversely in human osteosarcoma. Here, IDH1 was found lower expressed in osteosarcoma tissues than that of adjacent normal bone tissues. In addition, we observed in vitro anti-proliferation and pro-apoptosis effects of up-regulated IDH1 on osteosarcoma cell lines. The migration and invasion activity was also markedly reduced by IDH1 up-regulation. Unexpectedly, IDH1 up-regulation also suppressed tumor growth and metastasis in vivo. Therefore, IDH1 may represent a potential novel treatment and preventive strategy for osteosarcoma.
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Affiliation(s)
- Xiang Hu
- Department of Orthopedics, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China; Molecular Imaging Program at Stanford, Canary Center at Stanford for Cancer Early Detection, Department of Radiology and Bio-X Program, Stanford University, Stanford, CA, USA
| | - Yang Liu
- Molecular Imaging Program at Stanford, Canary Center at Stanford for Cancer Early Detection, Department of Radiology and Bio-X Program, Stanford University, Stanford, CA, USA
| | - Chunxia Qin
- Molecular Imaging Program at Stanford, Canary Center at Stanford for Cancer Early Detection, Department of Radiology and Bio-X Program, Stanford University, Stanford, CA, USA
| | - Zhenyu Pan
- Department of Orthopedics, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Jun Luo
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Aixi Yu
- Department of Orthopedics, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.
| | - Zhen Cheng
- Molecular Imaging Program at Stanford, Canary Center at Stanford for Cancer Early Detection, Department of Radiology and Bio-X Program, Stanford University, Stanford, CA, USA.
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Golden berry-derived 4β-hydroxywithanolide E for selectively killing oral cancer cells by generating ROS, DNA damage, and apoptotic pathways. PLoS One 2013; 8:e64739. [PMID: 23705007 PMCID: PMC3660349 DOI: 10.1371/journal.pone.0064739] [Citation(s) in RCA: 83] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2013] [Accepted: 04/17/2013] [Indexed: 01/01/2023] Open
Abstract
Background Most chemotherapeutic drugs for killing cancer cells are highly cytotoxic in normal cells, which limits their clinical applications. Therefore, a continuing challenge is identifying a drug that is hypersensitive to cancer cells but has minimal deleterious effects on healthy cells. The aims of this study were to evaluate the potential of 4β-hydroxywithanolide (4βHWE) for selectively killing cancer cells and to elucidate its related mechanisms. Methodology and Principal Findings Changes in survival, oxidative stress, DNA damage, and apoptosis signaling were compared between 4βHWE-treated oral cancer (Ca9-22) and normal fibroblast (HGF-1) cells. At 24 h and 48 h, the numbers of Ca9-22 cells were substantially decreased, but the numbers of HGF-1 cells were only slightly decreased. Additionally, the IC50 values for 4βHWE in the Ca9-22 cells were 3.6 and 1.9 µg/ml at 24 and 48 h, respectively. Time-dependent abnormal increases in ROS and dose-responsive mitochondrial depolarization can be exploited by using 4βHWE in chemotherapies for selectively killing cancer cells. Dose-dependent DNA damage measured by comet-nuclear extract assay and flow cytometry-based γ-H2AX/propidium iodide (PI) analysis showed relatively severer damage in the Ca9-22 cells. At both low and high concentrations, 4βHWE preferably perturbed the cell cycle in Ca9-22 cells by increasing the subG1 population and arrest of G1 or G2/M. Selective induction of apoptosis in Ca9-22 cells was further confirmed by Annexin V/PI assay, by preferential expression of phosphorylated ataxia-telangiectasia- and Rad3-related protein (p-ATR), and by cleavage of caspase 9, caspase 3, and poly ADP-ribose polymerase (PARP). Conclusions/Significance Together, the findings of this study, particularly the improved understanding of the selective killing mechanisms of 4βHWE, can be used to improve efficiency in killing oral cancer cells during chemoprevention and therapy.
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Kim JB, Deluna A, Mungrue IN, Vu C, Pouldar D, Civelek M, Orozco L, Wu J, Wang X, Charugundla S, Castellani LW, Rusek M, Jakubowski H, Jakobowski H, Lusis AJ. Effect of 9p21.3 coronary artery disease locus neighboring genes on atherosclerosis in mice. Circulation 2012; 126:1896-906. [PMID: 22952318 DOI: 10.1161/circulationaha.111.064881] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND The human 9p21.3 chromosome locus has been shown to be an independent risk factor for atherosclerosis in multiple large-scale genome-wide association studies, but the underlying mechanism remains unknown. We set out to investigate the potential role of the 9p21.3 locus neighboring genes, including Mtap, the 2 isoforms of Cdkn2a, p16Ink4a and p19Arf, and Cdkn2b, in atherosclerosis using knockout mice models. METHODS AND RESULTS Gene-targeted mice for neighboring genes, including Mtap, Cdkn2a, p19Arf, and Cdkn2b, were each bred to mice carrying the human APO*E3 Leiden transgene that sensitizes the mice for atherosclerotic lesions through elevated plasma cholesterol. We found that the mice heterozygous for Mtap developed larger lesions compared with wild-type mice (49623±21650 versus 18899±9604 μm(2) per section [mean±SD]; P=0.01), with morphology similar to that of wild-type mice. The Mtap heterozygous mice demonstrated changes in metabolic and methylation profiles and CD4(+) cell counts. The Cdkn2a knockout mice had smaller lesions compared with wild-type and heterozygous mice, and there were no significant differences in lesion size in p19Arf and Cdkn2b mutants compared with wild type. We observed extensive, tissue-specific compensatory regulation of the Cdkn2a and Cdkn2b genes among the various knockout mice, making the effects on atherosclerosis difficult to interpret. CONCLUSIONS Mtap plays a protective role against atherosclerosis, whereas Cdkn2a appears to be modestly proatherogenic. However, no relation was found between the 9p21 genotype and the transcription of 9p21 neighboring genes in primary human aortic vascular cells in vitro. There is extensive compensatory regulation in the highly conserved 9p21 orthologous region in mice.
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Affiliation(s)
- Juyong Brian Kim
- Division of Cardiology, Department of Medicine, University of California, Los Angeles, Los Angeles, CA 90095-1679, USA
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Ardiani A, Johnson AJ, Ruan H, Sanchez-Bonilla M, Serve K, Black ME. Enzymes to die for: exploiting nucleotide metabolizing enzymes for cancer gene therapy. Curr Gene Ther 2012; 12:77-91. [PMID: 22384805 DOI: 10.2174/156652312800099571] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2011] [Revised: 01/26/2012] [Accepted: 01/27/2012] [Indexed: 11/22/2022]
Abstract
Suicide gene therapy is an attractive strategy to selectively destroy cancer cells while minimizing unnecessary toxicity to normal cells. Since this idea was first introduced more than two decades ago, numerous studies have been conducted and significant developments have been made to further its application for mainstream cancer therapy. Major limitations of the suicide gene therapy strategy that have hindered its clinical application include inefficient directed delivery to cancer cells and the poor prodrug activation capacity of suicide enzymes. This review is focused on efforts that have been and are currently being pursued to improve the activity of individual suicide enzymes towards their respective prodrugs with particular attention to the application of nucleotide metabolizing enzymes in suicide cancer gene therapy. A number of protein engineering strategies have been employed and our discussion here will center on the use of mutagenesis approaches to create and evaluate nucleotide metabolizing enzymes with enhanced prodrug activation capacity and increased thermostability. Several of these studies have yielded clinically important enzyme variants that are relevant for cancer gene therapy applications because their utilization can serve to maximize cancer cell killing while minimizing the prodrug dose, thereby limiting undesirable side effects.
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Affiliation(s)
- Andressa Ardiani
- School of Molecular Biosciences, Washington State University, Pullman, 99164-7520, USA
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Tang B, Testa JR, Kruger WD. Increasing the therapeutic index of 5-fluorouracil and 6-thioguanine by targeting loss of MTAP in tumor cells. Cancer Biol Ther 2012; 13:1082-90. [PMID: 22825330 DOI: 10.4161/cbt.21115] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Methylthioadenosine phosphorylase (MTAP), a key enzyme in the catabolism of 5'-deoxy-5'-methylthioadenosine (MTA), catalyzes the formation of adenine and 5-methylthioribose-1-phosphate. MTAP is expressed in all cells throughout the body, but a significant percentage of human tumors have lost MTAP expression, thereby making MTAP-loss a potential therapeutic target. Here, we have tested an MTAP-targeting strategy based on the idea that MTAP-expressing cells can be protected from toxic purine and uracil analogs by addition of MTA, but MTAP-deleted tumor cells cannot. Addition of as little as 10 μM MTA could entirely protect isogenic MTAP (+) , but not MTAP (-) , HT1080 cells from toxicity caused by the chemotherapy agents 6-thioguanine (6TG) or 5-fluorouracil (5FU). Inhibitor studies showed that MTA protection requires functional MTAP activity. Addition of adenine protected both MTAP (+) and MTAP (-) cells from 6TG and 5FU, consistent with the idea that adenine produced from the MTAP reaction competes with 6TG and 5FU for a rate limiting pool of phosphoribosyl-1-pyrophosphate (PRPP), which is required for the conversion of purine and uracil bases into nucleotides. Extracellular MTA can also protect mouse mesothelioma cells from killing by 6-TG or the drug L-alanosine in an MTAP-dependent manner. In addition, MTA can protect non-transformed MTAP (+) mouse embryo fibroblasts from 6TG toxicity. Taken together, our data suggest that the addition of MTA to anti-purine-based chemotherapy may greatly increase the therapeutic index of this class of drugs if used specifically to treat MTAP (-) tumors.
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Affiliation(s)
- Baiqing Tang
- Cancer Biology Program, Fox Chase Cancer Center, Philadelphia, PA, USA
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Cai H, Kumar N, Baudis M. arrayMap: a reference resource for genomic copy number imbalances in human malignancies. PLoS One 2012; 7:e36944. [PMID: 22629346 PMCID: PMC3356349 DOI: 10.1371/journal.pone.0036944] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2012] [Accepted: 04/16/2012] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND The delineation of genomic copy number abnormalities (CNAs) from cancer samples has been instrumental for identification of tumor suppressor genes and oncogenes and proven useful for clinical marker detection. An increasing number of projects have mapped CNAs using high-resolution microarray based techniques. So far, no single resource does provide a global collection of readily accessible oncogenomic array data. METHODOLOGY/PRINCIPAL FINDINGS We here present arrayMap, a curated reference database and bioinformatics resource targeting copy number profiling data in human cancer. The arrayMap database provides a platform for meta-analysis and systems level data integration of high-resolution oncogenomic CNA data. To date, the resource incorporates more than 40,000 arrays in 224 cancer types extracted from several resources, including the NCBI's Gene Expression Omnibus (GEO), EBI's ArrayExpress (AE), The Cancer Genome Atlas (TCGA), publication supplements and direct submissions. For the majority of the included datasets, probe level and integrated visualization facilitate gene level and genome wide data review. Results from multi-case selections can be connected to downstream data analysis and visualization tools. CONCLUSIONS/SIGNIFICANCE To our knowledge, currently no data source provides an extensive collection of high resolution oncogenomic CNA data which readily could be used for genomic feature mining, across a representative range of cancer entities. arrayMap represents our effort for providing a long term platform for oncogenomic CNA data independent of specific platform considerations or specific project dependence. The online database can be accessed at http//www.arraymap.org.
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Affiliation(s)
- Haoyang Cai
- Institute of Molecular Life Sciences, University of Zurich, Zurich, Switzerland
| | - Nitin Kumar
- Institute of Molecular Life Sciences, University of Zurich, Zurich, Switzerland
| | - Michael Baudis
- Institute of Molecular Life Sciences, University of Zurich, Zurich, Switzerland
- * E-mail:
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Zimling ZG, Jørgensen A, Santoni-Rugiu E. The diagnostic value of immunohistochemically detected methylthioadenosine phosphorylase deficiency in malignant pleural mesotheliomas. Histopathology 2012; 60:E96-105. [PMID: 22394205 DOI: 10.1111/j.1365-2559.2012.04196.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
AIMS Malignant pleural mesothelioma (MPM) often causes diagnostic difficulties for pathologists. We assessed whether loss of methylthioadenosine phosphorylase (MTAP), a key enzyme in the intracellular recycling of adenosine triphosphate (ATP) often deleted in MPM, could be detected with immunohistochemistry (IHC) and used as a diagnostic marker for MPM. METHODS AND RESULTS We used IHC to detect MTAP in a cohort of 99 MPMs and 39 reactive mesothelial proliferations (RP) (reactive mesothelial hyperplasia n = 33, reactive pleural fibrosis n = 6). MTAP staining was assessed by an H score. The median H score of the RP cohort was set as a reference point. Cases with H scores below this reference point were considered to have decreased MTAP expression. We found that 64 of 99 (65%) of the investigated MPMs had decreased MTAP expression, while this was only true for nine of 39 (23%) of the RPs (P = 0.001). We further evaluated MTAP expression in a cohort of coagulated pleural effusions from 14 patients with MPM and 20 patients with RP by using a double-staining technique with Wilms tumour 1 (WT1) as a mesothelial marker. In these samples, decreased MTAP expression diagnosed MPM with a sensitivity of 71% and a specificity of 90%. CONCLUSIONS Decreased MTAP expression could potentially be useful in combination with other markers in the diagnosis of MPM.
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Affiliation(s)
- Zarah Glad Zimling
- Department of Pathology, Rigshospitalet, University Hospital of Copenhagen, Copenhagen, Denmark.
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Cavuoto P, Fenech MF. A review of methionine dependency and the role of methionine restriction in cancer growth control and life-span extension. Cancer Treat Rev 2012; 38:726-36. [PMID: 22342103 DOI: 10.1016/j.ctrv.2012.01.004] [Citation(s) in RCA: 208] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2011] [Revised: 12/22/2011] [Accepted: 01/15/2012] [Indexed: 01/11/2023]
Abstract
Methionine is an essential amino acid with many key roles in mammalian metabolism such as protein synthesis, methylation of DNA and polyamine synthesis. Restriction of methionine may be an important strategy in cancer growth control particularly in cancers that exhibit dependence on methionine for survival and proliferation. Methionine dependence in cancer may be due to one or a combination of deletions, polymorphisms or alterations in expression of genes in the methionine de novo and salvage pathways. Cancer cells with these defects are unable to regenerate methionine via these pathways. Defects in the metabolism of folate may also contribute to the methionine dependence phenotype in cancer. Selective killing of methionine dependent cancer cells in co-culture with normal cells has been demonstrated using culture media deficient in methionine. Several animal studies utilizing a methionine restricted diet have reported inhibition of cancer growth and extension of a healthy life-span. In humans, vegan diets, which can be low in methionine, may prove to be a useful nutritional strategy in cancer growth control. The development of methioninase which depletes circulating levels of methionine may be another useful strategy in limiting cancer growth. The application of nutritional methionine restriction and methioninase in combination with chemotherapeutic regimens is the current focus of clinical studies.
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Affiliation(s)
- Paul Cavuoto
- CSIRO Food and Nutritional Sciences, P.O. Box 10041, Adelaide BC, SA 5000, Australia.
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Collins CC, Volik SV, Lapuk AV, Wang Y, Gout PW, Wu C, Xue H, Cheng H, Haegert A, Bell RH, Brahmbhatt S, Anderson S, Fazli L, Hurtado-Coll A, Rubin MA, Demichelis F, Beltran H, Hirst M, Marra M, Maher CA, Chinnaiyan AM, Gleave M, Bertino JR, Lubin M, Wang Y. Next generation sequencing of prostate cancer from a patient identifies a deficiency of methylthioadenosine phosphorylase, an exploitable tumor target. Mol Cancer Ther 2012; 11:775-83. [PMID: 22252602 DOI: 10.1158/1535-7163.mct-11-0826] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Castrate-resistant prostate cancer (CRPC) and neuroendocrine carcinoma of the prostate are invariably fatal diseases for which only palliative therapies exist. As part of a prostate tumor sequencing program, a patient tumor was analyzed using Illumina genome sequencing and a matched renal capsule tumor xenograft was generated. Both tumor and xenograft had a homozygous 9p21 deletion spanning the MTAP, CDKN2, and ARF genes. It is rare for this deletion to occur in primary prostate tumors, yet approximately 10% express decreased levels of methylthioadenosine phosphorylase (MTAP) mRNA. Decreased MTAP expression is a prognosticator for poor outcome. Moreover, it seems that this deletion is more common in CRPC than in primary prostate cancer. We show for the first time that treatment with methylthioadenosine and high dose 6-thioguanine causes marked inhibition of a patient-derived neuroendocrine xenograft growth while protecting the host from 6-thioguanine toxicity. This therapeutic approach can be applied to other MTAP-deficient human cancers as deletion or hypermethylation of the MTAP gene occurs in a broad spectrum of tumors at high frequency. The combination of genome sequencing and patient-derived xenografts can identify candidate therapeutic agents and evaluate them for personalized oncology.
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Affiliation(s)
- Colin C Collins
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada.
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Ma S, Huang J, Wei F, Xie Y, Fang K. Integrative analysis of multiple cancer prognosis studies with gene expression measurements. Stat Med 2011; 30:3361-71. [PMID: 22105693 DOI: 10.1002/sim.4337] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2010] [Accepted: 06/07/2011] [Indexed: 11/11/2022]
Abstract
Although in cancer research microarray gene profiling studies have been successful in identifying genetic variants predisposing to the development and progression of cancer, the identified markers from analysis of single datasets often suffer low reproducibility. Among multiple possible causes, the most important one is the small sample size hence the lack of power of single studies. Integrative analysis jointly considers multiple heterogeneous studies, has a significantly larger sample size, and can improve reproducibility. In this article, we focus on cancer prognosis studies, where the response variables are progression-free, overall, or other types of survival. A group minimax concave penalty (GMCP) penalized integrative analysis approach is proposed for analyzing multiple heterogeneous cancer prognosis studies with microarray gene expression measurements. An efficient group coordinate descent algorithm is developed. The GMCP can automatically accommodate the heterogeneity across multiple datasets, and the identified markers have consistent effects across multiple studies. Simulation studies show that the GMCP provides significantly improved selection results as compared with the existing meta-analysis approaches, intensity approaches, and group Lasso penalized integrative analysis. We apply the GMCP to four microarray studies and identify genes associated with the prognosis of breast cancer.
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Affiliation(s)
- Shuangge Ma
- School of Public Health, Yale University, New Haven, CT, USA.
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Bertino JR, Waud WR, Parker WB, Lubin M. Targeting tumors that lack methylthioadenosine phosphorylase (MTAP) activity: current strategies. Cancer Biol Ther 2011; 11:627-32. [PMID: 21301207 DOI: 10.4161/cbt.11.7.14948] [Citation(s) in RCA: 99] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Many solid tumors and hematologic malignancies lack expression of the enzyme methylthioadenosine phosphorylase (MTAP), due either to deletion of the MTAP gene or to methylation of the MTAP promoter. In cells that have MTAP, its natural substrate, methylthioadenosine (MTA), generated during polyamine biosynthesis, is cleaved to adenine and 5-methylthioribose-1-phosphate. The latter compound is further metabolized to methionine. Adenine and methionine are further metabolized and hence salvaged. In MTAP-deficient cells, however, MTA is not cleaved and the salvage pathway for adenine and methionine is absent. As a result, MTAP-deficient cells are more sensitive than MTAP-positive cells to inhibitors of de novo purine synthesis and to methionine deprivation. The challenge has been to take advantage of MTAP deficiency, and the changes in metabolism that follow, to design a strategy for targeted treatment. In this review, the frequency of MTAP-deficiency is presented and past and recent strategies to target such deficient cells are discussed, including one in which MTA is administered, followed by very high doses of a toxic purine or pyrimidine analog. In normal host cells, adenine, generated from MTA, blocks conversion of the analog to its toxic nucleotide. In MTAP-deficient tumor cells, conversion proceeds and the tumor cells are selectively killed. Successful mouse studies using this novel strategy were recently reported.
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Affiliation(s)
- Joseph R Bertino
- Departments of Medicine and Pharmacology, The Cancer Institute of NJ, Robert Wood Johnson Medical School, New Brunswick, USA.
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Diaz RJ, Cusimano MD. The biological basis for modern treatment of chordoma. J Neurooncol 2011; 104:411-22. [PMID: 21384217 DOI: 10.1007/s11060-011-0559-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2011] [Accepted: 02/21/2011] [Indexed: 01/03/2023]
Abstract
Chordomas are rare malignant tumors arising in bone of the spheno-occiput, sacrum, and vertebral column which can cause neurological deficit. Current management of chordoma involves safe resection followed by radiation therapy. However, surgical resection is often subtotal and chordoma often recurs despite optimal therapy. Despite years of effort, effective adjuvant therapy for denovo, recurrent and metastatic chordoma are absent and 5-year survival is at best 65%. While no chemotherapeutic agent has been demonstrated to be effective against chordoma in vivo, a greater understanding of the genetics and molecular biology of chordoma is opening up avenues of investigation towards the rational development of targeted therapies. Although enthusiasm for the use of already established or new investigational agents will increase with greater understanding of chordoma biology, laboratory studies of these agents are important prior to incorporation into clinical human trials. The authors review the current state of knowledge regarding chordoma and offer insight into potential new therapies for this rare and challenging tumor.
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Affiliation(s)
- Roberto Jose Diaz
- Arthur and Sonia Labatt Brain Tumor Research Centre, The Hospital for Sick Children, Toronto, ON, Canada.
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Li S, Zhang Y, Li H, Ding B. [Detection of MTAP protein and gene expression in non-small cell lung cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2011; 14:151-5. [PMID: 21342647 PMCID: PMC5999765 DOI: 10.3779/j.issn.1009-3419.2011.02.09] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
背景与目的 MTAP基因是一种肿瘤抑制基因,在多种肿瘤组织中存在表达异常现象。本研究旨在探讨MTAP在非小细胞肺癌(non-small cell lung cancer, NSCLC)组织、癌旁组织以及边缘肺组织中的表达水平及临床意义。 方法 应用免疫组织化学方法及IPP图像分析软件观察52例NSCLC患者组织中MTAP蛋白的表达,采用实时荧光定量PCR及2-ΔΔCt法定量分析MTAP mRNA的相对表达量。 结果 MTAP在NSCLC组织中的蛋白表达分别明显低于癌旁组织和边缘肺组织(t分别为10.283、10.940,均P<0.001),MTAP蛋白的表达与肺癌患者性别、年龄、吸烟史以及肿瘤的病理类型无明显关系,但与肿瘤的分化程度有密切关系(t=2.310, P=0.025)。NSCLC组织中MTAP mRNA相对表达量明显低于癌旁组织(t=9.902, P<0.001)。 结论 肺癌组织中存在MTAP mRNA和蛋白表达水平下调,可能与NSCLC的发生和进展有关。
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Affiliation(s)
- Shasha Li
- Department of Pharmacology, Weifang Medical College, Weifang 261053, China
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Coulthard SA, Redfern CPF, Vikingsson S, Lindqvist-Appell M, Skoglund K, Jakobsen-Falk I, Hall AG, Taylor GA, Hogarth LA. Increased sensitivity to thiopurines in methylthioadenosine phosphorylase-deleted cancers. Mol Cancer Ther 2011; 10:495-504. [PMID: 21282358 DOI: 10.1158/1535-7163.mct-10-0798] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The thiopurines, 6-mercaptopurine (6-MP) and 6-thioguanine (6-TG), are used in the treatment of leukemia. Incorporation of deoxythioguanosine nucleotides (dG(s)) into the DNA of thiopurine-treated cells causes cell death, but there is also evidence that thiopurine metabolites, particularly the 6-MP metabolite methylthioinosine monophosphate (MeTIMP), inhibit de novo purine synthesis (DNPS). The toxicity of DNPS inhibitors is influenced by methylthioadenosine phosphorylase (MTAP), a gene frequently deleted in cancers. Because the growth of MTAP-deleted tumor cells is dependent on DNPS or hypoxanthine salvage, we would predict such cells to show differential sensitivity to 6-MP and 6-TG. To test this hypothesis, sensitivity to 6-MP and 6-TG was compared in relation to MTAP status using cytotoxicity assays in two MTAP-deficient cell lines transfected to express MTAP: the T-cell acute lymphoblastic leukemic cell line, Jurkat, transfected with MTAP cDNA under the control of a tetracycline-inducible promoter, and a lung cancer cell line (A549-MTAP(-)) transfected to express MTAP constitutively (A549-MTAP(+)). Sensitivity to 6-MP or methyl mercaptopurine riboside, which is converted intracellularly to MeTIMP, was markedly higher in both cell lines under MTAP(-) conditions. Measurement of thiopurine metabolites support the hypothesis that DNPS inhibition is a major cause of cell death with 6-MP, whereas dG(s) incorporation is the main cause of cytotoxicity with 6-TG. These data suggest that thiopurines, particularly 6-MP, may be more effective in patients with deleted MTAP.
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Affiliation(s)
- Sally A Coulthard
- Newcastle Cancer Centre at the Northern Institute for Cancer Research, Newcastle University, Paul O'Gorman Building, Medical School, Framlington Place, Newcastle upon Tyne, NE2 4HH, United Kingdom.
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Przybytkowski E, Ferrario C, Basik M. The use of ultra-dense array CGH analysis for the discovery of micro-copy number alterations and gene fusions in the cancer genome. BMC Med Genomics 2011; 4:16. [PMID: 21272361 PMCID: PMC3041991 DOI: 10.1186/1755-8794-4-16] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2010] [Accepted: 01/27/2011] [Indexed: 01/28/2023] Open
Abstract
Background Molecular alterations critical to development of cancer include mutations, copy number alterations (amplifications and deletions) as well as genomic rearrangements resulting in gene fusions. Massively parallel next generation sequencing, which enables the discovery of such changes, uses considerable quantities of genomic DNA (> 5 ug), a serious limitation in ever smaller clinical samples. However, a commonly available microarray platforms such as array comparative genomic hybridization (array CGH) allows the characterization of gene copy number at a single gene resolution using much smaller amounts of genomic DNA. In this study we evaluate the sensitivity of ultra-dense array CGH platforms developed by Agilent, especially that of the 1 million probe array (1 M array), and their application when whole genome amplification is required because of limited sample quantities. Methods We performed array CGH on whole genome amplified and not amplified genomic DNA from MCF-7 breast cancer cells, using 244 K and 1 M Agilent arrays. The ADM-2 algorithm was used to identify micro-copy number alterations that measured less than 1 Mb in genomic length. Results DNA from MCF-7 breast cancer cells was analyzed for micro-copy number alterations, defined as measuring less than 1 Mb in genomic length. The 4-fold extra resolution of the 1 M array platform relative to the less dense 244 K array platform, led to the improved detection of copy number variations (CNVs) and micro-CNAs. The identification of intra-genic breakpoints in areas of DNA copy number gain signaled the possible presence of gene fusion events. However, the ultra-dense platforms, especially the densest 1 M array, detect artifacts inherent to whole genome amplification and should be used only with non-amplified DNA samples. Conclusions This is a first report using 1 M array CGH for the discovery of cancer genes and biomarkers. We show the remarkable capacity of this technology to discover CNVs, micro-copy number alterations and even gene fusions. However, these platforms require excellent genomic DNA quality and do not tolerate relatively small imperfections related to the whole genome amplification.
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Affiliation(s)
- Ewa Przybytkowski
- Department of Oncology, Lady Davis Institute, Sir Mortimer B, Davis Jewish General Hospital, McGill University, Montreal, Quebec, Canada
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Vieira de Oliveira SF, Oliveira MMC, Urban CA, de Lima RS, Cavalli IJ, Ribeiro EMDSF. Lack of association between LOH in the 9p region and clinicopathologic parameters in primary breast cancer. ACTA ACUST UNITED AC 2010; 200:23-7. [PMID: 20513530 DOI: 10.1016/j.cancergencyto.2010.03.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2009] [Revised: 03/02/2010] [Accepted: 03/03/2010] [Indexed: 01/22/2023]
Abstract
Previous studies have suggested the involvement of the 9p region in the genesis and progression of several types of cancer. To perform a more in-depth investigation of the 9p region in samples from breast carcinomas, we analyzed loss of heterozygosity (LOH) in 230 patients with primary breast cancer using five microsatellite markers spanning a genomic region of approximately 16.2 megabases. Genomic DNA was obtained from frozen tumor tissue, and peripheral blood was used as a normal reference. Among all samples, 171 (74%) were informative for at least 1 marker and 44 (25.73%) showed LOH. The LOH rates detected for all markers ranged from 10.29% (D9S169) to 15.97% (D9S1749). Among the informative cases for intragenic markers D9S1748 (CDKN2A) and D9S1749 (MTAP), we noticed a concordant loss of 90% (9/10). Associations between LOH frequencies and clinicopathologic parameters were found between marker D9S200 and tumor grade (P < 0.05), and between marker D9S1748 and estrogen receptor (ER) status (P < 0.05). In conclusion, our results agree with other data from the literature that point to LOH as a secondary mechanism of tumor suppressor inactivation on 9p in breast cancer, showing lower frequencies than those observed in other types of cancer. On the other hand, our results point to an interesting association between the concordant loss of genes CDKN2A and MTAP, which was not sufficiently explored in primary breast cancer.
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