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Dickey BL, Putney RM, Schell MJ, Berglund AE, Amelio AL, Caudell JJ, Chung CH, Giuliano AR. Identification of a Biomarker Panel from Genome-Wide Methylation to Detect Early HPV-Associated Oropharyngeal Cancer. Cancer Prev Res (Phila) 2024; 17:169-176. [PMID: 38286404 PMCID: PMC10987272 DOI: 10.1158/1940-6207.capr-23-0317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 12/05/2023] [Accepted: 01/26/2024] [Indexed: 01/31/2024]
Abstract
As oropharyngeal cancer (OPC) associated with human papillomavirus (HPV) increases in men, the need for a screening test to diagnose OPC early is crucial. This study agnostically identified differentially methylated CpG sites to identify additional biomarkers to improve screening for early OPC.DNA was extracted from oral gargles of 89 early cases and 108 frequency matched healthy controls, and processed for genome-wide methylation using the Illumina Infinium MethylationEPIC BeadChip. Selected sites were combined with our prior methylation data in the EPB41L3 gene (CpG sites 438, 427, and 425) and oral HPV16 and HPV18 status were considered as binary variables (positive/negative). Lasso regression identified CpG sites strongly associated with early OPC. ROC curves with AUC were generated. The panel was validated utilizing bootstrap resampling.Machine learning analyses identified 14 markers that are significantly associated with early OPC, including one EPB41L3 CpG site (438) and oral HPV16 status. A final model was trained on all available samples using the discovered panel and was able to predict early OPC compared with controls with an AUC of 0.970 on the training set. In the bootstrap validation sets, the average AUC was 0.935, indicating adequate internal validity.Our data suggest that this panel can detect OPC early, however external validation of this panel is needed. Further refinement of a panel of biomarkers to diagnose OPC earlier is urgently needed to prevent complex treatment of OPC and associated comorbidities, while reducing risk of recurrence. PREVENTION RELEVANCE This study identified biomarkers using genome-wide methylation to create a panel capable of discerning early oropharyngeal cancer (OPC) from those without OPC. Such a biomarker panel would be an effective tool to detect OPC early and prevent complications of treatment associated with later diagnosis.
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Affiliation(s)
- Brittney L. Dickey
- Center for Immunization and infection Research in Cancer and the Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida USA
| | - Ryan M Putney
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, Florida, USA
| | - Michael J. Schell
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, Florida, USA
| | - Anders E. Berglund
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, Florida, USA
| | - Antonio L. Amelio
- Department of Tumor Biology, Moffitt Cancer Center, Tampa, Florida, USA
- Department of Head and Neck-Endocrine Oncology, Moffitt Cancer Center, Tampa, Florida, USA
| | - Jimmy J. Caudell
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, Florida, USA
| | - Christine H. Chung
- Department of Head and Neck-Endocrine Oncology, Moffitt Cancer Center, Tampa, Florida, USA
| | - Anna R. Giuliano
- Center for Immunization and infection Research in Cancer and the Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida USA
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Marzban S, Srivastava S, Kartika S, Bravo R, Safriel R, Zarski A, Anderson A, Chung CH, Amelio AL, West J. Spatial interactions modulate tumor growth and immune infiltration. bioRxiv 2024:2024.01.10.575036. [PMID: 38370722 PMCID: PMC10871273 DOI: 10.1101/2024.01.10.575036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Direct observation of immune cell trafficking patterns and tumor-immune interactions is unlikely in human tumors with currently available technology, but computational simulations based on clinical data can provide insight to test hypotheses. It is hypothesized that patterns of collagen formation evolve as a mechanism of immune escape, but the exact nature of the interaction between immune cells and collagen is poorly understood. Spatial data quantifying the degree of collagen fiber alignment in squamous cell carcinomas indicates that late stage disease is associated with highly aligned fibers. Here, we introduce a computational modeling framework (called Lenia) to discriminate between two hypotheses: immune cell migration that moves 1) parallel or 2) perpendicular to collagen fiber orientation. The modeling recapitulates immune-ECM interactions where collagen patterns provide immune protection, leading to an emergent inverse relationship between disease stage and immune coverage. We also illustrate the capabilities of Lenia to model the evolution of tumor progression and immune predation. Lenia provides a flexible framework for considering a spectrum of local (cell-scale) to global (tumor-scale) dynamics by defining a kernel cell-cell interaction function that governs tumor growth dynamics under immune predation with immune cell migration. Mathematical modeling provides important mechanistic insights into cell interactions. Short-range interaction kernels provide a mechanism for tumor cell survival under conditions with strong Allee effects, while asymmetric tumor-immune interaction kernels lead to poor immune response. Thus, the length scale of tumor-immune interactions drives tumor growth and infiltration.
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Affiliation(s)
- Sadegh Marzban
- Integrated Mathematical Oncology Dept., H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Sonal Srivastava
- Dept. of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Sharon Kartika
- Dept. of Biological Sciences, Indian Institute of Science Education and Research Kolkata
| | - Rafael Bravo
- Integrated Mathematical Oncology Dept., H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Rachel Safriel
- High School Internship Program, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Aidan Zarski
- High School Internship Program, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Alexander Anderson
- Integrated Mathematical Oncology Dept., H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Christine H. Chung
- Dept. of Head and Neck-Endocrine Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Antonio L. Amelio
- Dept. of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
- Dept. of Head and Neck-Endocrine Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
| | - Jeffrey West
- Integrated Mathematical Oncology Dept., H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL
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Tasoulas J, Farquhar DR, Sheth S, Hackman T, Yarbrough WG, Agala CB, Koric A, Giraldi L, Fabianova E, Lissowska J, Świątkowska B, Vilensky M, Wünsch-Filho V, de Carvalho MB, López RVM, Holcátová I, Serraino D, Polesel J, Canova C, Richiardi L, Zevallos JP, Ness A, Pring M, Thomas SJ, Dudding T, Lee YCA, Hashibe M, Boffetta P, Olshan AF, Divaris K, Amelio AL. Poor oral health influences head and neck cancer patient survival: an International Head and Neck Cancer Epidemiology Consortium pooled analysis. J Natl Cancer Inst 2024; 116:105-114. [PMID: 37725515 PMCID: PMC10777670 DOI: 10.1093/jnci/djad156] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 06/07/2023] [Accepted: 08/02/2024] [Indexed: 09/21/2023] Open
Abstract
BACKGROUND Poor oral health has been identified as a prognostic factor potentially affecting the survival of patients with head and neck squamous cell carcinoma. However, evidence to date supporting this association has emanated from studies based on single cohorts with small-to-modest sample sizes. METHODS Pooled analysis of 2449 head and neck squamous cell carcinoma participants from 4 studies of the International Head and Neck Cancer Epidemiology Consortium included data on periodontal disease, tooth brushing frequency, mouthwash use, numbers of natural teeth, and dental visits over the 10 years prior to diagnosis. Multivariable generalized linear regression models were used and adjusted for age, sex, race, geographic region, tumor site, tumor-node-metastasis stage, treatment modality, education, and smoking to estimate risk ratios (RR) of associations between measures of oral health and overall survival. RESULTS Remaining natural teeth (10-19 teeth: RR = 0.81, 95% confidence interval [CI] = 0.69 to 0.95; ≥20 teeth: RR = 0.88, 95% CI = 0.78 to 0.99) and frequent dental visits (>5 visits: RR = 0.77, 95% CI = 0.66 to 0.91) were associated with better overall survival. The inverse association with natural teeth was most pronounced among patients with hypopharyngeal and/or laryngeal, and not otherwise specified head and neck squamous cell carcinoma. The association with dental visits was most pronounced among patients with oropharyngeal head and neck squamous cell carcinoma. Patient-reported gingival bleeding, tooth brushing, and report of ever use of mouthwash were not associated with overall survival. CONCLUSIONS Good oral health as defined by maintenance of the natural dentition and frequent dental visits appears to be associated with improved overall survival among head and neck squamous cell carcinoma patients.
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Affiliation(s)
- Jason Tasoulas
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Douglas R Farquhar
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Siddharth Sheth
- Division of Hematology/Oncology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Trevor Hackman
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Wendell G Yarbrough
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Chris B Agala
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alzina Koric
- Division of Public Health, Department of Family and Preventive Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Luca Giraldi
- Section of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
| | | | - Jolanta Lissowska
- Department of Cancer Epidemiology and Prevention, M. Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | - Beata Świątkowska
- Department of Environmental Epidemiology, Nofer Institute of Occupational Medicine, Lodz, Poland
| | - Marta Vilensky
- Institute of Oncology Angel H. Roffo, University of Buenos Aires, Buenos Aires, Argentina
| | - Victor Wünsch-Filho
- Epidemiology Department, School of Public Health, University of São Paulo, São Paulo, Brazil
- Oncocentro Foundation of São Paulo, São Paulo, Brazil
| | | | | | - Ivana Holcátová
- Institute of Hygiene and Epidemiology, Charles University in Prague, Prague, Czech Republic
| | - Diego Serraino
- Unit of Cancer Epidemiology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Jerry Polesel
- Unit of Cancer Epidemiology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | | | | | - Jose P Zevallos
- Department of Otolaryngology/Head and Neck Surgery, University of Pittsburgh, PA, USA
| | - Andy Ness
- Bristol Dental School, University of Bristol, Bristol, UK
| | - Miranda Pring
- Bristol Dental School, University of Bristol, Bristol, UK
| | - Steve J Thomas
- Bristol Dental School, University of Bristol, Bristol, UK
| | - Tom Dudding
- Bristol Dental School, University of Bristol, Bristol, UK
| | - Yuan-Chin Amy Lee
- Division of Public Health, Department of Family and Preventive Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Mia Hashibe
- Division of Public Health, Department of Family and Preventive Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Paolo Boffetta
- Stony Brook Cancer Center, Department of Family, Population and Preventive Medicine, Stony Brook University, Stony Brook, NY, USA
- Department of Medical and Surgical Sciences, University of BolognaItaly
| | - Andrew F Olshan
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kimon Divaris
- Department of Epidemiology, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Antonio L Amelio
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Tumor Biology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
- Department of Head and Neck-Endocrine Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
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4
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Tasoulas J, Srivastava S, Xu X, Tarasova V, Maniakas A, Karreth FA, Amelio AL. Genetically engineered mouse models of head and neck cancers. Oncogene 2023; 42:2593-2609. [PMID: 37474617 PMCID: PMC10457205 DOI: 10.1038/s41388-023-02783-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 07/05/2023] [Accepted: 07/12/2023] [Indexed: 07/22/2023]
Abstract
The head and neck region is one of the anatomic sites commonly afflicted by cancer, with ~1.5 million new diagnoses reported worldwide in 2020 alone. Remarkable progress has been made in understanding the underlying disease mechanisms, personalizing care based on each tumor's individual molecular characteristics, and even therapeutically exploiting the inherent vulnerabilities of these neoplasms. In this regard, genetically engineered mouse models (GEMMs) have played an instrumental role. While progress in the development of GEMMs has been slower than in other major cancer types, several GEMMs are now available that recapitulate most of the heterogeneous characteristics of head and neck cancers such as the tumor microenvironment. Different approaches have been employed in GEMM development and implementation, though each can generally recapitulate only certain disease aspects. As a result, appropriate model selection is essential for addressing specific research questions. In this review, we present an overview of all currently available head and neck cancer GEMMs, encompassing models for head and neck squamous cell carcinoma, nasopharyngeal carcinoma, and salivary and thyroid gland carcinomas.
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Affiliation(s)
- Jason Tasoulas
- Department of Otolaryngology-Head and Neck Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sonal Srivastava
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Xiaonan Xu
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Valentina Tarasova
- Department of Head and Neck-Endocrine Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Anastasios Maniakas
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Florian A Karreth
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Antonio L Amelio
- Department of Otolaryngology-Head and Neck Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
- Department of Head and Neck-Endocrine Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
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5
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Zeng PYF, Cecchini MJ, Barrett JW, Shammas-Toma M, De Cecco L, Serafini MS, Cavalieri S, Licitra L, Hoebers F, Brakenhoff RH, Leemans CR, Scheckenbach K, Poli T, Wang X, Liu X, Laxague F, Prisman E, Poh C, Bose P, Dort JC, Shaikh MH, Ryan SEB, Dawson A, Khan MI, Howlett CJ, Stecho W, Plantinga P, Daniela da Silva S, Hier M, Khan H, MacNeil D, Mendez A, Yoo J, Fung K, Lang P, Winquist E, Palma DA, Ziai H, Amelio AL, Li SSC, Boutros PC, Mymryk JS, Nichols AC. Immune-based classification of HPV-associated oropharyngeal cancer with implications for biomarker-driven treatment de-intensification. EBioMedicine 2022; 86:104373. [PMID: 36442320 PMCID: PMC9706534 DOI: 10.1016/j.ebiom.2022.104373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 11/02/2022] [Accepted: 11/04/2022] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND There is significant interest in treatment de-escalation for human papillomavirus-associated (HPV+) oropharyngeal squamous cell carcinoma (OPSCC) patients given the generally favourable prognosis. However, 15-30% of patients recur after primary treatment, reflecting a need for improved risk-stratification tools. We sought to develop a molecular test to risk stratify HPV+ OPSCC patients. METHODS We created an immune score (UWO3) associated with survival outcomes in six independent cohorts comprising 906 patients, including blinded retrospective and prospective external validations. Two aggressive radiation de-escalation cohorts were used to assess the ability of UWO3 to identify patients who recur. Multivariate Cox models were used to assess the associations between the UWO3 immune class and outcomes. FINDINGS A three-gene immune score classified patients into three immune classes (immune rich, mixed, or immune desert) and was strongly associated with disease-free survival in six datasets, including large retrospective and prospective datasets. Pooled analysis demonstrated that the immune rich group had superior disease-free survival compared to the immune desert (HR = 9.0, 95% CI: 3.2-25.5, P = 3.6 × 10-5) and mixed (HR = 6.4, 95% CI: 2.2-18.7, P = 0.006) groups after adjusting for age, sex, smoking status, and AJCC8 clinical stage. Finally, UWO3 was able to identify patients from two small treatment de-escalation cohorts who remain disease-free after aggressive de-escalation to 30 Gy radiation. INTERPRETATION With additional prospective validation, the UWO3 score could enable biomarker-driven clinical decision-making for patients with HPV+ OPSCC based on robust outcome prediction across six independent cohorts. Prospective de-escalation and intensification clinical trials are currently being planned. FUNDING CIHR, European Union, and the NIH.
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Affiliation(s)
- Peter Y F Zeng
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada; Department of Pathology and Laboratory Medicine, University of Western Ontario, London, Ontario, Canada
| | - Matthew J Cecchini
- Department of Pathology and Laboratory Medicine, University of Western Ontario, London, Ontario, Canada
| | - John W Barrett
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
| | - Matthew Shammas-Toma
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
| | - Loris De Cecco
- Integrated Biology Platform, Department of Applied Research and Technology Development, Fondazione IRCCS Istituto Nazionale dei Tumouri, Milan, Italy
| | - Mara S Serafini
- Integrated Biology Platform, Department of Applied Research and Technology Development, Fondazione IRCCS Istituto Nazionale dei Tumouri, Milan, Italy
| | - Stefano Cavalieri
- Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumouri, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Lisa Licitra
- Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumouri, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Frank Hoebers
- Department of Radiation Oncology (MAASTRO), Research Institute GROW, Maastricht University, Maastricht, the Netherlands
| | - Ruud H Brakenhoff
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology/Head and Neck Surgery, Cancer Center Amsterdam, the Netherlands
| | - C René Leemans
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology/Head and Neck Surgery, Cancer Center Amsterdam, the Netherlands
| | - Kathrin Scheckenbach
- Department of Otolaryngology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Tito Poli
- Unit of Maxillofacial Surgery, Department of Medicine and Surgery, University of Parma-University Hospital of Parma, Parma, Italy
| | - Xiaowei Wang
- Department of Pharmacology and Regenerative Medicine, The University of Illinois at Chicago, Chicago, IL, USA
| | - Xinyi Liu
- Department of Pharmacology and Regenerative Medicine, The University of Illinois at Chicago, Chicago, IL, USA
| | - Francisco Laxague
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
| | - Eitan Prisman
- Division of Otolaryngology- Head and Neck Surgery, Department of Surgery, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Catherine Poh
- Division of Otolaryngology- Head and Neck Surgery, Department of Surgery, Vancouver General Hospital, Vancouver, British Columbia, Canada; Department of Oral Biological and Medical Sciences, Faculty of Dentistry, University of British Columbia, Vancouver, British Columbia, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Pinaki Bose
- Division of Otolaryngology - Head and Neck Surgery, Department of Surgery, University of Calgary, Calgary, Alberta, Canada
| | - Joseph C Dort
- Division of Otolaryngology - Head and Neck Surgery, Department of Surgery, University of Calgary, Calgary, Alberta, Canada
| | - Mushfiq H Shaikh
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
| | - Sarah E B Ryan
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
| | - Alice Dawson
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
| | - Mohammed I Khan
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
| | - Christopher J Howlett
- Department of Pathology and Laboratory Medicine, University of Western Ontario, London, Ontario, Canada
| | - William Stecho
- Department of Pathology and Laboratory Medicine, University of Western Ontario, London, Ontario, Canada
| | - Paul Plantinga
- Department of Pathology and Laboratory Medicine, University of Western Ontario, London, Ontario, Canada
| | | | - Michael Hier
- Department of Otolaryngology Head and Neck Surgery, McGill University, Montreal, Quebec, Canada
| | - Halema Khan
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
| | - Danielle MacNeil
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada; Department of Oncology, University of Western Ontario, London, Ontario, Canada
| | - Adrian Mendez
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada; Department of Oncology, University of Western Ontario, London, Ontario, Canada
| | - John Yoo
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada; Department of Oncology, University of Western Ontario, London, Ontario, Canada
| | - Kevin Fung
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada; Department of Oncology, University of Western Ontario, London, Ontario, Canada
| | - Pencilla Lang
- Department of Oncology, University of Western Ontario, London, Ontario, Canada
| | - Eric Winquist
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada; Department of Oncology, University of Western Ontario, London, Ontario, Canada
| | - David A Palma
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada; Department of Oncology, University of Western Ontario, London, Ontario, Canada
| | - Hedyeh Ziai
- Department of Otolaryngology - Head and Neck Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Antonio L Amelio
- Lineberger Comprehensive Cancer Center, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Cell Biology and Physiology, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Shawn S-C Li
- Department of Biochemistry, University of Western Ontario, London, Ontario, Canada
| | - Paul C Boutros
- Department of Human Genetics, University of California, Los Angeles, CA, USA; Department of Urology, University of California, Los Angeles, CA, USA; Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA, USA; Institute for Precision Health, University of California, Los Angeles, CA, USA; Jonsson Comprehensive Cancer Centre, University of California, Los Angeles, CA, USA
| | - Joe S Mymryk
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada; Department of Oncology, University of Western Ontario, London, Ontario, Canada; Department of Microbiology & Immunology, University of Western Ontario, London, Ontario, Canada
| | - Anthony C Nichols
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada; Department of Oncology, University of Western Ontario, London, Ontario, Canada.
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6
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Murphy RM, Tasoulas J, Porrello A, Carper MB, Tsai YH, Coffey AR, Kumar S, Zeng PYF, Schrank TP, Midkiff BR, Cohen S, Salazar AH, Hayward MC, Hayes DN, Olshan A, Gupta GP, Nichols AC, Yarbrough WG, Pecot CV, Amelio AL. Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer. Cancer Res Commun 2022; 2:987-1004. [PMID: 36148399 PMCID: PMC9491693 DOI: 10.1158/2767-9764.crc-21-0135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 04/15/2022] [Accepted: 08/11/2022] [Indexed: 12/24/2022]
Abstract
Over 70% of oropharyngeal head and neck squamous cell carcinoma (HNSC) cases in the United States are positive for human papillomavirus (HPV) yet biomarkers for stratifying oropharyngeal head and neck squamous cell carcinoma (HNSC) patient risk are limited. We used immunogenomics to identify differentially expressed genes in immune cells of HPV(+) and HPV(-) squamous carcinomas. Candidate genes were tested in clinical specimens using both quantitative RT-PCR and IHC and validated by IHC using the Carolina Head and Neck Cancer Study (CHANCE) tissue microarray of HNSC cases. We performed multiplex immunofluorescent staining to confirm expression within the immune cells of HPV(+) tumors, receiver operating characteristic (ROC) curve analyses, and assessed survival outcomes. The neuronal gene Synaptogyrin-3 (SYNGR3) is robustly expressed in immune cells of HPV(+) squamous cancers. Multiplex immunostaining and single cell RNA-seq analyses confirmed SYNGR3 expression in T cells, but also unexpectedly in B cells of HPV(+) tumors. ROC curve analyses revealed that combining SYNGR3 and p16 provides more sensitivity and specificity for HPV detection compared to p16 IHC alone. SYNGR3-high HNSC patients have significantly better prognosis with five-year OS and DSS rates of 60% and 71%, respectively. Moreover, combining p16 localization and SYNGR3 expression can further risk stratify HPV(+) patients such that high cytoplasmic, low nuclear p16 do significantly worse (Hazard Ratio, 8.6; P = 0.032) compared to patients with high cytoplasmic, high nuclear p16. SYNGR3 expression in T and B cells is associated with HPV status and enhanced survival outcomes of HNSC patients.
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Affiliation(s)
- Ryan M. Murphy
- Graduate Curriculum in Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Jason Tasoulas
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Alessandro Porrello
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Miranda B. Carper
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Yi-Hsuan Tsai
- Bioinformatics Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Alisha R. Coffey
- Bioinformatics Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Sunil Kumar
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Technology Development, Naveris Inc., Natick, Massachusetts
| | - Peter YF. Zeng
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
- Department of Pathology and Laboratory Medicine, University of Western Ontario, London, Ontario, Canada
| | - Travis P. Schrank
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Bentley R. Midkiff
- Pathology Services Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Stephanie Cohen
- Pathology Services Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Ashley H. Salazar
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Michele C. Hayward
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - D. Neil Hayes
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Center for Cancer Research, University of Tennessee Health Sciences, Memphis, Tennessee
| | - Andrew Olshan
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Gaorav P. Gupta
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Radiation Oncology, UNC School of Medicine, Chapel Hill, North Carolina
| | - Anthony C. Nichols
- Department of Otolaryngology - Head and Neck Surgery, University of Western Ontario, London, Ontario, Canada
- Department of Oncology, University of Western Ontario, London, Ontario, Canada
| | - Wendell G. Yarbrough
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina
- Department of Pathology and Lab Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Chad V. Pecot
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Antonio L. Amelio
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Cell Biology and Physiology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Cancer Cell Biology Program, Lineberger Comprehensive Cancer Center, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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7
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Carper MB, Goel S, Zhang AM, Damrauer JS, Cohen S, Zimmerman MP, Gentile GM, Parag-Sharma K, Murphy RM, Sato K, Nickel KP, Kimple RJ, Yarbrough WG, Amelio AL. Activation of the CREB Coactivator CRTC2 by Aberrant Mitogen Signaling promotes oncogenic functions in HPV16 positive head and neck cancer. Neoplasia 2022; 29:100799. [PMID: 35504112 PMCID: PMC9065880 DOI: 10.1016/j.neo.2022.100799] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 04/14/2022] [Accepted: 04/14/2022] [Indexed: 02/07/2023]
Abstract
Head and neck squamous cell carcinoma (HNSCC) is the 6th most common cancer worldwide and incidence rates are continuing to rise globally. Patients often present with locally advanced disease and a staggering 50% chance of relapse following treatment. Aberrant activation of adaptive response signaling pathways, such as the cAMP/PKA pathway, induce an array of genes associated with known cancer pathways that promote tumorigenesis and drug resistance. We identified the cAMP Regulated Transcription Coactivator 2 (CRTC2) to be overexpressed and constitutively activated in HNSCCs and this confers poor prognosis. CRTCs are regulated through their subcellular localization and we show that CRTC2 is exclusively nuclear in HPV(+) HNSCC, thus constitutively active, due to non-canonical Mitogen-Activated Kinase Kinase 1 (MEKK1)-mediated activation via a MEKK1-p38 signaling axis. Loss-of-function and pharmacologic inhibition experiments decreased CRTC2/CREB transcriptional activity by reducing nuclear CRTC2 via nuclear import inhibition and/or by eviction of CRTC2 from the nucleus. This shift in localization was associated with decreased proliferation, migration, and invasion. Our results suggest that small molecules that inhibit nuclear CRTC2 and p38 activity may provide therapeutic benefit to patients with HPV(+) HNSCC.
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Affiliation(s)
- Miranda B Carper
- Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
| | - Saumya Goel
- Oral and Craniofacial Health Sciences, Adams School of Dentistry, The University of North Carolina at Chapel Hill, NC, USA; Carolina Research Scholar, Undergraduate Curriculum in Biochemistry, The University of North Carolina at Chapel Hill, NC, USA
| | - Anna M Zhang
- Oral and Craniofacial Health Sciences, Adams School of Dentistry, The University of North Carolina at Chapel Hill, NC, USA
| | - Jeffrey S Damrauer
- Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
| | - Stephanie Cohen
- Pathology Services Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, Chapel Hill, NC, USA
| | - Matthew P Zimmerman
- Graduate Curriculum in Genetics & Molecular Biology, Biological & Biomedical Sciences Program, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
| | - Gabrielle M Gentile
- Graduate Curriculum in Genetics & Molecular Biology, Biological & Biomedical Sciences Program, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
| | - Kshitij Parag-Sharma
- Graduate Curriculum in Cell Biology & Physiology, Biological & Biomedical Sciences Program, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
| | - Ryan M Murphy
- Graduate Curriculum in Pharmacology, Biological & Biomedical Sciences Program, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
| | - Kotaro Sato
- Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA; Department of Oral and Maxillofacial Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Kwangok P Nickel
- Department of Human Oncology and UW Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Randall J Kimple
- Department of Human Oncology and UW Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Wendell G Yarbrough
- Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA; Department of Otolaryngology/Head and Neck Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina, Chapel Hill, NC, USA; Department of Pathology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, Chapel Hill, NC, USA
| | - Antonio L Amelio
- Department of Cell Biology and Physiology, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Biomedical Research Imaging Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA; Lineberger Comprehensive Cancer Center, Cancer Cell Biology Program, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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8
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Sato K, Parag-Sharma K, Terajima M, Musicant AM, Murphy RM, Ramsey MR, Hibi H, Yamauchi M, Amelio AL. Lysyl hydroxylase 2-induced collagen cross-link switching promotes metastasis in head and neck squamous cell carcinomas. Neoplasia 2021; 23:594-606. [PMID: 34107376 PMCID: PMC8192727 DOI: 10.1016/j.neo.2021.05.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 05/19/2021] [Accepted: 05/21/2021] [Indexed: 12/24/2022]
Abstract
Head and neck squamous cell carcinoma (HNSCC) is the 6th most common cancer worldwide and incidence rates are continuing to rise globally. HNSCC patient prognosis is closely related to the occurrence of tumor metastases, and collagen within the tumor microenvironment (TME) plays a key role in this process. Lysyl hydroxylase 2 (LH2), encoded by the Procollagen-Lysine,2-Oxoglutarate 5-Dioxygenase 2 (PLOD2) gene, catalyzes hydroxylation of telopeptidyl lysine (Lys) residues of fibrillar collagens which then undergo subsequent modifications to form stable intermolecular cross-links that change the biomechanical properties (i.e. quality) of the TME. While LH2-catalyzed collagen modification has been implicated in driving tumor progression and metastasis in diverse cancers, little is known about its role in HNSCC progression. Thus, using gain- and loss-of-function studies, we examined the effects of LH2 expression levels on collagen cross-linking and cell behavior in vitro and in vivo using a tractable bioluminescent imaging-based orthotopic xenograft model. We found that LH2 overexpression dramatically increases HNSCC cell migratory and invasive abilities in vitro and that LH2-driven changes in collagen cross-linking robustly induces metastasis in vivo. Specifically, the amount of LH2-mediated collagen cross-links increased significantly with PLOD2 overexpression, without affecting the total quantity of collagen cross-links. Conversely, LH2 knockdown significantly blunted HNSCC cells invasive capacity in vitro and metastatic potential in vivo. Thus, regardless of the total "quantity" of collagen crosslinks, it is the "quality" of these cross-links that is the key driver of HNSCC tumor metastatic dissemination. These data implicate LH2 as a key regulator of HNSCC tumor invasion and metastasis by modulating collagen cross-link quality and suggest that therapeutic strategies targeting LH2-mediated collagen cross-linking in the TME may be effective in controlling tumor progression and improving disease outcomes.
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Affiliation(s)
- Kotaro Sato
- Department of Oral and Maxillofacial Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
- Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
- Division of Oral and Craniofacial health Sciences, Adams School of Dentistry, The University of North Carolina at Chapel Hill, NC, USA
| | - Kshitij Parag-Sharma
- Graduate Curriculum in Cell Biology & Physiology, Biological & Biomedical Sciences Program, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
| | - Masahiko Terajima
- Division of Oral and Craniofacial health Sciences, Adams School of Dentistry, The University of North Carolina at Chapel Hill, NC, USA
| | - Adele M. Musicant
- Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
- Division of Oral and Craniofacial health Sciences, Adams School of Dentistry, The University of North Carolina at Chapel Hill, NC, USA
| | - Ryan M. Murphy
- Graduate Curriculum in Pharmacology, Biological & Biomedical Sciences Program, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
| | - Matthew R. Ramsey
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Hideharu Hibi
- Department of Oral and Maxillofacial Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Mitsuo Yamauchi
- Division of Oral and Craniofacial health Sciences, Adams School of Dentistry, The University of North Carolina at Chapel Hill, NC, USA
| | - Antonio L. Amelio
- Division of Oral and Craniofacial health Sciences, Adams School of Dentistry, The University of North Carolina at Chapel Hill, NC, USA
- Department of Cell Biology and Physiology, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Biomedical Research Imaging Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, Cancer Cell Biology Program, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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9
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Musicant AM, Parag-Sharma K, Gong W, Sengupta M, Chatterjee A, Henry EC, Tsai YH, Hayward MC, Sheth S, Betancourt R, Hackman TG, Padilla RJ, Parker JS, Giudice J, Flaveny CA, Hayes DN, Amelio AL. CRTC1/MAML2 directs a PGC-1α-IGF-1 circuit that confers vulnerability to PPARγ inhibition. Cell Rep 2021; 34:108768. [PMID: 33626346 PMCID: PMC7955229 DOI: 10.1016/j.celrep.2021.108768] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 11/22/2020] [Accepted: 01/27/2021] [Indexed: 01/03/2023] Open
Abstract
Mucoepidermoid carcinoma (MEC) is a life-threatening salivary gland cancer that is driven primarily by a transcriptional coactivator fusion composed of cyclic AMP-regulated transcriptional coactivator 1 (CRTC1) and mastermind-like 2 (MAML2). The mechanisms by which the chimeric CRTC1/MAML2 (C1/M2) oncoprotein rewires gene expression programs that promote tumorigenesis remain poorly understood. Here, we show that C1/M2 induces transcriptional activation of the non-canonical peroxisome proliferator-activated receptor gamma coactivator-1 alpha (PGC-1α) splice variant PGC-1α4, which regulates peroxisome proliferator-activated receptor gamma (PPARγ)-mediated insulin-like growth factor 1 (IGF-1) expression. This mitogenic transcriptional circuitry is consistent across cell lines and primary tumors. C1/M2-positive tumors exhibit IGF-1 pathway activation, and small-molecule drug screens reveal that tumor cells harboring the fusion gene are selectively sensitive to IGF-1 receptor (IGF-1R) inhibition. Furthermore, this dependence on autocrine regulation of IGF-1 transcription renders MEC cells susceptible to PPARγ inhibition with inverse agonists. These results yield insights into the aberrant coregulatory functions of C1/M2 and identify a specific vulnerability that can be exploited for precision therapy.
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Affiliation(s)
- Adele M Musicant
- Graduate Curriculum in Genetics and Molecular Biology, Biological and Biomedical Sciences Program, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kshitij Parag-Sharma
- Graduate Curriculum in Cell Biology and Physiology, Biological and Biomedical Sciences Program, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Weida Gong
- Bioinformatics Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Monideepa Sengupta
- Graduate Curriculum in Pharmacological and Physiological Sciences, School of Medicine, Saint Louis University, Saint Louis, MO, USA
| | - Arindam Chatterjee
- Department of Pharmacology and Physiology, School of Medicine, Saint Louis University, Saint Louis, MO, USA
| | - Erin C Henry
- Division of Oral and Craniofacial Health Sciences, UNC Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Yi-Hsuan Tsai
- Bioinformatics Core, Lineberger Comprehensive Cancer Center, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Michele C Hayward
- Lineberger Comprehensive Cancer Center, Cancer Genetics Program, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Siddharth Sheth
- Division of Hematology/Oncology, Department of Medicine, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Renee Betancourt
- Department of Pathology and Laboratory Medicine, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Trevor G Hackman
- Department of Otolaryngology/Head and Neck Surgery, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Ricardo J Padilla
- Division of Diagnostic Sciences, UNC Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Joel S Parker
- Lineberger Comprehensive Cancer Center, Cancer Genetics Program, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Genetics, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jimena Giudice
- Department of Cell Biology and Physiology, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; McAllister Heart Institute, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Colin A Flaveny
- Department of Pharmacology and Physiology, School of Medicine, Saint Louis University, Saint Louis, MO, USA
| | - David N Hayes
- Lineberger Comprehensive Cancer Center, Cancer Genetics Program, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Medical Oncology, University of Tennessee Health Sciences West Cancer Center, Memphis, TN, USA
| | - Antonio L Amelio
- Division of Oral and Craniofacial Health Sciences, UNC Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Cell Biology and Physiology, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Biomedical Research Imaging Center, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Lineberger Comprehensive Cancer Center, Cancer Cell Biology Program, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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10
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Wang L, Lee DJ, Han H, Zhao L, Tsukamoto H, Kim YI, Musicant AM, Parag-Sharma K, Hu X, Tseng HC, Chi JT, Wang Z, Amelio AL, Ko CC. Application of bioluminescence resonance energy transfer-based cell tracking approach in bone tissue engineering. J Tissue Eng 2021; 12:2041731421995465. [PMID: 33643604 PMCID: PMC7894599 DOI: 10.1177/2041731421995465] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 01/28/2021] [Indexed: 02/05/2023] Open
Abstract
Bioluminescent imaging (BLI) has emerged as a popular in vivo tracking modality in bone regeneration studies stemming from its clear advantages: non-invasive, real-time, and inexpensive. We recently adopted bioluminescence resonance energy transfer (BRET) principle to improve BLI cell tracking and generated the brightest bioluminescent signal known to date, which thus enables more sensitive real-time cell tracking at deep tissue level. In the present study, we brought BRET-based cell tracking strategy into the field of bone tissue engineering for the first time. We labeled rat mesenchymal stem cells (rMSCs) with our in-house BRET-based GpNLuc reporter and evaluated the cell tracking efficacy both in vitro and in vivo. In scaffold-free spheroid 3D culture system, using BRET-based GpNLuc labeling resulted in significantly better correlation to cell numbers than a fluorescence based approach. In scaffold-based 3D culture system, GpNLuc-rMSCs displayed robust bioluminescence signals with minimal background noise. Furthermore, a tight correlation between BLI signal and cell number highlighted the robust reliability of using BRET-based BLI. In calvarial critical sized defect model, robust signal and the consistency in cell survival evaluation collectively supported BRET-based GpNLuc labeling as a reliable approach for non-invasively tracking MSC. In summary, BRET-based GpNLuc labeling is a robust, reliable, and inexpensive real-time cell tracking method, which offers a promising direction for the technological innovation of BLI and even non-invasive tracking systems, in the field of bone tissue engineering.
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Affiliation(s)
- Lufei Wang
- Division of Oral and Craniofacial Health Sciences, University of North Carolina Adams School of Dentistry, Chapel Hill, NC, USA
| | - Dong Joon Lee
- Division of Oral and Craniofacial Health Sciences, University of North Carolina Adams School of Dentistry, Chapel Hill, NC, USA
| | - Han Han
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Department of Orthodontics, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Lixing Zhao
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Department of Orthodontics, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Hiroshi Tsukamoto
- Research & Development Center, Nitta Gelatin Inc., Yao-City, Osaka, Japan
| | - Yong-Il Kim
- Department of Orthodontics, School of Dentistry, Pusan National University, Yangsan, South Korea
| | - Adele M Musicant
- Graduate Curriculum in Genetics and Molecular Biology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Kshitij Parag-Sharma
- Graduate Curriculum in Cell Biology and Physiology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Xiangxiang Hu
- Division of Oral and Craniofacial Health Sciences, University of North Carolina Adams School of Dentistry, Chapel Hill, NC, USA
| | - Henry C Tseng
- Duke Eye Center and Department of Ophthalmology, Duke University Medical Center, Durham, NC, USA
| | - Jen-Tsan Chi
- Department of Molecular Genetics and Microbiology, Center for Genomics and Computational Biology, Duke University Medical Center, Durham, NC, USA
| | - Zhengyan Wang
- Department of Pediatric Dentistry, University of North Carolina Adams School of Dentistry, Chapel Hill, NC, USA
| | - Antonio L Amelio
- Division of Oral and Craniofacial Health Sciences, University of North Carolina Adams School of Dentistry, Chapel Hill, NC, USA.,Department of Cell Biology and Physiology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Ching-Chang Ko
- Division of Orthodontics, The Ohio State University College of Dentistry, Columbus, OH, USA
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11
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Tasoulas J, Divaris K, Theocharis S, Farquhar D, Shen C, Hackman T, Amelio AL. Impact of Tumor Site and Adjuvant Radiotherapy on Survival of Patients with Adenoid Cystic Carcinoma: A SEER Database Analysis. Cancers (Basel) 2021; 13:cancers13040589. [PMID: 33546179 PMCID: PMC7913220 DOI: 10.3390/cancers13040589] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 01/21/2021] [Accepted: 01/29/2021] [Indexed: 11/16/2022] Open
Abstract
Adenoid cystic carcinoma (ACC) is a rare salivary gland tumor, displaying aggressive behavior with frequent recurrence and metastasis. Little information exists regarding the impact of clinicopathological parameters and adjuvant radiotherapy (aRT) on ACC disease specific (DSS) and overall survival (OS). We extracted demographic, treatment, and survival information of 1439 patients with major or minor intraoral salivary gland ACC from the Surveillance, Epidemiology, and End Results (SEER) database. The associations between tumor characteristics and aRT with OS and DSS were estimated using hazard ratios (HR) and 95% confidence intervals (CI). Submandibular gland ACCs had the worst prognosis (adjusted DSS HR = 1.48; 95% CI = 0.99-2.20, compared to parotid), and this difference was more pronounced among patients with advanced-stage tumors (adjusted DSS HR = 1.93; 95% CI = 1.13-3.30). aRT was associated with increased overall survival only among stage III submandibular ACC patients (HR = 0.64; 95% CI = 0.42-0.98) and had no benefit in any other group. In conclusion, submandibular gland ACC carries a worse prognosis than other gland subsites and may benefit from aRT. The different outcomes between submandibular gland and other major or minor gland ACCs warrant further mechanistic investigation.
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Affiliation(s)
- Jason Tasoulas
- First Department of Pathology, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece; (J.T.); (S.T.)
- Lineberger Comprehensive Cancer Center, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7455, USA
| | - Kimon Divaris
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA;
- Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7455, USA
| | - Stamatios Theocharis
- First Department of Pathology, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece; (J.T.); (S.T.)
| | - Douglas Farquhar
- Department of Otolaryngology/Head and Neck Surgery, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (D.F.); (T.H.)
| | - Colette Shen
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA;
| | - Trevor Hackman
- Department of Otolaryngology/Head and Neck Surgery, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (D.F.); (T.H.)
| | - Antonio L. Amelio
- Division of Oral and Craniofacial Health Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7455, USA
- Department of Cell Biology and Physiology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Cancer Cell Biology Program, Lineberger Comprehensive Cancer Center, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Correspondence: ; Tel.: +1-919-537-3309; Fax: +1-919-966-3633
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12
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Parag-Sharma K, O’Banion CP, Henry EC, Musicant AM, Cleveland JL, Lawrence DS, Amelio AL. Engineered BRET-Based Biologic Light Sources Enable Spatiotemporal Control over Diverse Optogenetic Systems. ACS Synth Biol 2020; 9:1-9. [PMID: 31834783 PMCID: PMC7875091 DOI: 10.1021/acssynbio.9b00277] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Light-inducible optogenetic systems offer precise spatiotemporal control over a myriad of biologic processes. Unfortunately, current systems are inherently limited by their dependence on external light sources for their activation. Further, the utility of laser/LED-based illumination strategies are often constrained by the need for invasive surgical procedures to deliver such devices and local heat production, photobleaching and phototoxicity that compromises cell and tissue viability. To overcome these limitations, we developed a novel BRET-activated optogenetics (BEACON) system that employs biologic light to control optogenetic tools. BEACON is driven by self-illuminating bioluminescent-fluorescent proteins that generate "spectrally tuned" biologic light via bioluminescence resonance energy transfer (BRET). Notably, BEACON robustly activates a variety of commonly used optogenetic systems in a spatially restricted fashion, and at physiologically relevant time scales, to levels that are achieved by conventional laser/LED light sources.
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Affiliation(s)
- Kshitij Parag-Sharma
- Graduate Curriculum in Cell Biology and Physiology, Biological and Biomedical Sciences Program, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Colin P. O’Banion
- Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Neuronal Signal Transduction, Max Planck Florida Institute for Neuroscience, Jupiter, Florida 33458, United States
| | - Erin C. Henry
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Division of Oral and Craniofacial Health Sciences, UNC Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Adele M. Musicant
- Graduate Curriculum in Genetics and Molecular Biology, Biological and Biomedical Sciences Graduate Program, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - John L. Cleveland
- Department of Tumor Biology, Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, United States
| | - David S. Lawrence
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Molecular Therapeutics Program, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Antonio L. Amelio
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Cancer Cell Biology Program, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Biomedical Research Imaging Center, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
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Tasoulas J, Divaris K, Theocharis S, Farquhar D, Hackman T, Amelio AL. Impact of tumour site and adjuvant radiotherapy on survival in adenoid cystic carcinoma: A SEER database analysis. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz252.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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14
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Uzawa K, Amelio AL, Kasamatsu A, Saito T, Kita A, Fukamachi M, Sawai Y, Toeda Y, Eizuka K, Hayashi F, Kato-Kase I, Sunohara M, Iyoda M, Koike K, Nakashima D, Ogawara K, Endo-Sakamoto Y, Shiiba M, Takiguchi Y, Yamauchi M, Tanzawa H. Resveratrol Targets Urokinase-Type Plasminogen Activator Receptor Expression to Overcome Cetuximab-Resistance in Oral Squamous Cell Carcinoma. Sci Rep 2019; 9:12179. [PMID: 31434965 PMCID: PMC6704133 DOI: 10.1038/s41598-019-48717-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 08/12/2019] [Indexed: 11/09/2022] Open
Abstract
Drug resistance to anti-cancer agents is a major concern regarding the successful treatment of malignant tumors. Recent studies have suggested that acquired resistance to anti-epidermal growth factor receptor (EGFR) therapies such as cetuximab are in part caused by genetic alterations in patients with oral squamous cell carcinoma (OSCC). However, the molecular mechanisms employed by other complementary pathways that govern resistance remain unclear. In the current study, we performed gene expression profiling combined with extensive molecular validation to explore alternative mechanisms driving cetuximab-resistance in OSCC cells. Among the genes identified, we discovered that a urokinase-type plasminogen activator receptor (uPAR)/integrin β1/Src/FAK signal circuit converges to regulate ERK1/2 phosphorylation and this pathway drives cetuximab-resistance in the absence of EGFR overexpression or acquired EGFR activating mutations. Notably, the polyphenolic phytoalexin resveratrol, inhibited uPAR expression and consequently the signaling molecules ERK1/2 downstream of EGFR thus revealing additive effects on promoting OSCC cetuximab-sensitivity in vitro and in vivo. The current findings indicate that uPAR expression plays a critical role in acquired cetuximab resistance of OSCC and that combination therapy with resveratrol may provide an attractive means for treating these patients.
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Affiliation(s)
- Katsuhiro Uzawa
- Department of Oral Science, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan. .,Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8677, Japan.
| | - Antonio L Amelio
- Division of Oral and Craniofacial Health Sciences, UNC Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-7455, USA. .,Lineberger Comprehensive Cancer Center, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-7455, USA. .,Biomedical Research Imaging Center, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-7455, USA.
| | - Atsushi Kasamatsu
- Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8677, Japan
| | - Tomoaki Saito
- Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8677, Japan
| | - Akihiro Kita
- Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8677, Japan
| | - Megumi Fukamachi
- Department of Oral Science, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Yuki Sawai
- Department of Oral Science, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Yuriko Toeda
- Department of Oral Science, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Keitaro Eizuka
- Department of Oral Science, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Fumihiko Hayashi
- Department of Oral Science, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Ikuko Kato-Kase
- Department of Oral Science, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Masataka Sunohara
- Department of Anatomy, School of Life Dentistry at Tokyo, Nippon Dental University, 1-9-20 Fujimi, Chiyoda-ku, Tokyo, 102-8159, Japan
| | - Manabu Iyoda
- Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8677, Japan
| | - Kazuyuki Koike
- Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8677, Japan
| | - Dai Nakashima
- Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8677, Japan
| | - Katsunori Ogawara
- Department of Oral Science, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Yosuke Endo-Sakamoto
- Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8677, Japan
| | - Masashi Shiiba
- Department of Medical Oncology, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Yuichi Takiguchi
- Department of Medical Oncology, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Mitsuo Yamauchi
- Division of Oral and Craniofacial Health Sciences, UNC Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-7455, USA
| | - Hideki Tanzawa
- Department of Oral Science, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan.,Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8677, Japan
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Musicant AM, Sharma KP, Henry EC, Tasoulas J, Padilla R, Sengupta M, Flaveny C, Amelio AL. Abstract 874: The CRTC1/MAML2 oncogene induces a PGC-1a splice variant that sensitizes mucoepidermoid carcinoma cells to PPARg inhibition. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Mucoepidermoid carcinoma (MEC) is the most common type of malignant salivary gland tumor. MECs frequently exhibit a recurrent t(11;19)(q21;p13) chromosomal translocation that fuses the transcriptional coactivators CRTC1 (CREB-Regulated Transcription Coactivator 1; C1) and MAML2 (Mastermind-Like 2; M2). Though many C1/M2-positive tumors are easily resected, some do progress to advanced, metastatic disease accompanied by poor 5-year survival rates. Thus, it is critical to understand the mechanisms by which C1/M2 drives tumor growth and progression in order to identify therapeutic vulnerabilities. Our lab recently identified a correlation between C1/M2 expression and increased levels of the growth hormone IGF-1. This hormone plays critical roles in the development and homeostasis of normal salivary glands, and its dysregulation has been implicated in several cancers including colon and lung cancers. Interestingly, we demonstrate that IGF-1 is not directly upregulated by C1/M2. Rather, we have discovered a novel C1/M2-driven signaling circuit whereby constitutive CREB activation drives the increased production of a minor PGC-1α (PPARγ Coactivator 1α) splice variant, PGC-1α4, which is responsible for the high IGF-1 levels observed in C1/M2-positive MEC cells. Notably, the PGC-1α4 splice variant is minimally expressed in normal tissues and C1/M2-negative cell lines but is selectively upregulated in C1/M2-positive cell lines. We show that C1/M2 directly binds CREB at the PGC-1α4 promoter to induce expression of this variant, resulting in increased IGF-1 expression. IGF-1 promoter analysis revealed a significant enrichment of PPARγ binding motifs and functional studies confirm that this promoter is regulated by PPARγ. Consequently, we demonstrate that a novel PPARγ inverse agonist is capable of repressing IGF-1 promoter activity and reducing growth and clonogenic potential of C1/M2-positive cell lines that exhibit high PGC-1α4 expression. Collectively, our results reveal a novel therapeutic vulnerability in salivary MEC cells that may extend more broadly to other cancers that exhibit dysregulated CREB activity.
Citation Format: Adele M. Musicant, Kshitij P. Sharma, Erin C. Henry, Jason Tasoulas, Ricardo Padilla, Monideepa Sengupta, Colin Flaveny, Antonio L. Amelio. The CRTC1/MAML2 oncogene induces a PGC-1a splice variant that sensitizes mucoepidermoid carcinoma cells to PPARg inhibition [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 874.
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Affiliation(s)
| | | | | | | | | | | | - Colin Flaveny
- 2Saint Louis University School of Medicine, Saint Louis, MO
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Uzawa K, Amelio AL, Tanzawa H, Yamauchi M. Response to Letter to the Editor: "Aberrant Collagen Cross-linking in Human Oral Squamous Cell Carcinoma". J Dent Res 2019; 98:823. [PMID: 31140896 DOI: 10.1177/0022034519853263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- K Uzawa
- 1 Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, Chiba, Japan.,2 Department of Oral Science, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - A L Amelio
- 3 Department of Oral and Craniofacial Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,4 Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - H Tanzawa
- 1 Department of Dentistry and Oral-Maxillofacial Surgery, Chiba University Hospital, Chiba, Japan.,2 Department of Oral Science, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - M Yamauchi
- 3 Department of Oral and Craniofacial Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Getz GI, Parag-Sharma K, Reside J, Padilla RJ, Amelio AL. Identification of NSDHL mutations associated with CHILD syndrome in oral verruciform xanthoma. Oral Surg Oral Med Oral Pathol Oral Radiol 2019; 128:60-69. [PMID: 31078502 DOI: 10.1016/j.oooo.2019.02.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 01/04/2019] [Accepted: 02/15/2019] [Indexed: 10/27/2022]
Abstract
OBJECTIVE The aim of this study was to perform a systematic analysis of the nicotinamide adenine dinucleotide phosphate (NAD[P])-dependent steroid dehydrogenase-like (NSDHL) gene in cases of oral verruciform xanthoma (VX) and to test for the presence of mutations associated with congenital hemidysplasia with ichthyosiform nevus and limb defects (CHILD) syndrome. STUDY DESIGN DNA was extracted from archived paraffin-embedded tissue of oral VX and control cases. Polymerase chain reaction (PCR) was then used to screen exons 4 and 6 of the NSDHL gene for the presence of 4 known germline mutations associated with CHILD syndrome and 1 somatic mutation previously identified in VX lesions with no known association with CHILD syndrome. RESULTS Of the 16 oral VX tissue samples, 8 (50%) had known missense mutations associated with CHILD syndrome. Furthermore, 2 of these 8 tissue samples also had an additional missense mutation previously identified in cutaneous VX lesions. No mutations of exons 4 and 6 were found in the 5 negative control tissue samples. CONCLUSIONS NSDHL gene mutations associated with CHILD syndrome are common in sporadic oral VX cases, suggesting that these mutations confer a greater risk for the development of epithelial barrier defects that promote recurrent oral VX lesions and the potential for direct germline transmission of oral VX susceptibility.
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Affiliation(s)
- George I Getz
- Department of Periodontology, UNC School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kshitij Parag-Sharma
- Graduate Curriculum in Cell Biology & Physiology, Biological & Biomedical Sciences Program, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jonathan Reside
- Department of Periodontology, UNC School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Ricardo J Padilla
- Department of Diagnostic Sciences, UNC School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Antonio L Amelio
- Departments of Oral and Craniofacial Health Sciences and Dental Ecology, UNC School of Dentistry, Chapel Hill, NC, USA; Lineberger Comprehensive Cancer Center, UNC School of Medicine, Chapel Hill, NC, USA.
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Tasoulas J, Rodon L, Kaye FJ, Montminy M, Amelio AL. Adaptive Transcriptional Responses by CRTC Coactivators in Cancer. Trends Cancer 2019; 5:111-127. [PMID: 30755304 DOI: 10.1016/j.trecan.2018.12.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Revised: 12/03/2018] [Accepted: 12/07/2018] [Indexed: 01/09/2023]
Abstract
Adaptive stress signaling networks directly influence tumor development and progression. These pathways mediate responses that allow cancer cells to cope with both tumor cell-intrinsic and cell-extrinsic insults and develop acquired resistance to therapeutic interventions. This is mediated in part by constant oncogenic rewiring at the transcriptional level by integration of extracellular cues that promote cell survival and malignant transformation. The cAMP-regulated transcriptional coactivators (CRTCs) are a newly discovered family of intracellular signaling integrators that serve as the conduit to the basic transcriptional machinery to regulate a host of adaptive response genes. Thus, somatic alterations that lead to CRTC activation are emerging as key driver events in the development and progression of many tumor subtypes.
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Affiliation(s)
- Jason Tasoulas
- Lineberger Comprehensive Cancer Center, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; These authors contributed equally
| | - Laura Rodon
- Peptide Biology Laboratories, Salk Institute, La Jolla, CA, USA; These authors contributed equally
| | - Frederic J Kaye
- Department of Medicine, College of Medicine, University of Florida, Gainesville, FL, USA; UF Health Cancer Center, University of Florida, Gainesville, FL, USA
| | - Marc Montminy
- Peptide Biology Laboratories, Salk Institute, La Jolla, CA, USA
| | - Antonio L Amelio
- Department of Oral and Craniofacial Health Sciences, UNC School of Dentistry, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Lineberger Comprehensive Cancer Center, Cancer Cell Biology Program, UNC School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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19
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Carper MB, Troutman S, Byrd KM, Wagner B, Henry EC, Montgomery SA, Williams SE, Kissil JL, Amelio AL. Abstract 1032: Novel mouse models of high-risk HPV-related oral cancers. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-1032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The rate of HPV-induced head and neck squamous cell carcinoma (HNSCC) is steadily increasing and implicated in approximately 60% of all oropharyngeal carcinomas. The advent of whole genome, transcriptome, and proteome analyses have aided in identifying altered signaling pathways in HPV-induced HNSCCs, however, additional tools such as mouse models are needed to study the role of HPV oncogenes in oral tumor initiation and progression. Current inducible models of HPV-driven oral cancer do not accurately recapitulate the levels, stoichiometric ratios, or anatomic location of oncoprotein expression. To address these limitations, we developed a tractable genetically engineered mouse model (GEMM) that enables directed expression of high-risk HPV16 E6 and E7 oncogenes (Rosa26-loxP-STOP-loxP-E7iresE6; “H”) in the oral epithelium. Analysis of mouse embryonic fibroblasts treated with Cre recombinase confirmed E6 and E7 expression and changes in mRNA expression of known E6 and E7 targets. We crossed our H mice to several tissue-specific transgenic Cre-driver mouse strains including the EBV lytic promoter (ED-L2-Cre recombinase; “L”) to drive robust expression in the oropharyngeal squamous epithelia. Analysis of epithelial tissues isolated from LH mice displayed increased oral volumes and cutaneous epithelial thickening associated with hyperplasia, dysplasia, accumulation of neutrophils and recruitment of cytotoxic and regulatory T cells. A second cross to the keratin 14 promoter (KRT14-Cre; “K”) line enabled targeted expression to the basal epithelial layer (KH) and confirmed increased oral volumes and cutaneous epithelial thickening associated with increased suprabasal proliferation and expression of canonical E7 targets. Lastly, a third cross to a tamoxifen-inducible Cre (CreERT2) line driven by the keratin 14 promoter (KRT14-CreERT2; “iK”) enabled conditional and inducible post-natal E6 and E7 expression in basal epithelia (iKH). To prevent systemic oncogene expression in K14+ cells, we validated a method for submucosal delivery of tamoxifen to the tongue. We confirmed that this approach prevents tamoxifen spread and anatomically restricts activation oncogene expression to intra-lingual regions using an optical reporter mouse recently generated by the Amelio lab (Rosa26-loxP-STOP-loxP-LumiFluor; “F”) crossed to the iK line (“iKF”). Notably, direct intra-lingual injection yields higher recombination and reporter activation using 40% less overall tamoxifen than traditional i.p. administration routes. Moreover, immunofluorescent staining revealed mosaic transgene activation in the oropharynx, an important feature for modeling HPV-induced OSCC. In fact, intra-lingual injection of tamoxifen in iKH mice coupled with 4-nitroquniloline 1-oxide (4NQO) administration led to E6 and E7 expression and dysplasia in the tongue epithelia. Ongoing studies are evaluating cooperating mutations in driving HNSCC development.
Citation Format: Miranda B. Carper, Scott Troutman, Kevin M. Byrd, Bethany Wagner, Erin C. Henry, Stephanie A. Montgomery, Scott E. Williams, Joseph L. Kissil, Antonio L. Amelio. Novel mouse models of high-risk HPV-related oral cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 1032.
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Carper M, Troutman S, Schaub F, Musicant A, Li W, Henry E, Kissil J, Cleveland J, Amelio AL. Abstract LB-137: Developing preclinical mouse models that employ fluorophore-nanoLuc BRET reporters (LumiFluor) for monitoring tumorigenesis and response to therapy. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-lb-137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Fluorescent proteins are widely used to study molecular and cellular events, yet this traditionally relies on delivery of excitation light, which can trigger autofluorescence, photoxicity, and photobleaching, impairing their use in vivo. Accordingly, chemiluminescent light sources such as those generated by luciferases have emerged, as they do not require excitation light. However, current luciferase reporters lack the brightness needed to visualize events in deep tissues. We recently reported the creation of chimeric eGFP-NanoLuc (GpNLuc) and LSSmOrange-NanoLuc (OgNLuc) fusion reporter proteins coined LumiFluors, which combine the benefits of eGFP or LSSmOrange fluorescent proteins with the bright, glow-type bioluminescent light generated by an enhanced small luciferase subunit (NanoLuc) of the deep sea shrimp Oplophorus gracilirostris. The intramolecular bioluminescence resonance energy transfer (BRET) that occurs between NanoLuc and the fused fluorophore generates the brightest bioluminescent signal known to date, enabling greatly improved spatio-temporal monitoring of very small numbers of tumor cells via in vivo optical imaging while also allowing isolation and analysis of single cells by flow cytometry. Here we report the generation of an inducible and conditional knockin reporter mouse (Rosa26-LSL-GpNLuc) and the application of this mouse to creating preclinical mouse models suitable for the noninvasive evaluation of therapeutic interventions. To model NSCLC, Rosa26-LSL-GpNLuc were crossed to LSL-KRasG12D and initiated tumorigenesis by intra-nasal administration of adenovirus expressing Cre-recombinase. Longitudinal monitoring of disease progression using bioluminescent imaging detected extremely early lesions corresponding to points in time characteristic of atypical adenomatous hyperplastic lesions. The ability to identify pre-neoplastic lesions at an early stage will enable the development of more precise preclinical models suitable for evaluating responses to drug treatment. Ongoing studies are aimed at modeling HPV-induced HNSCC by crossing Rosa26-LSL-GpNLuc to KRT14-CreERT2;LSL-E6/E7 for monitoring oral tumorigenesis and response to novel treatment strategies. Thus, LumiFluor reporters are inexpensive, robust, non-invasive tools that allow for markedly improved in vivo optical imaging of tumorigenic processes and response to therapy.
Note: This abstract was not presented at the meeting.
Citation Format: Miranda Carper, Scott Troutman, Franz Schaub, Adele Musicant, Weimin Li, Erin Henry, Joseph Kissil, John Cleveland, Antonio L. Amelio. Developing preclinical mouse models that employ fluorophore-nanoLuc BRET reporters (LumiFluor) for monitoring tumorigenesis and response to therapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr LB-137. doi:10.1158/1538-7445.AM2017-LB-137
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Affiliation(s)
| | | | - Franz Schaub
- 3Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Adele Musicant
- 4UNC Biological & Biomedical Sciences Graduate Program, Chapel Hill, NC
| | - Weimin Li
- 3Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Erin Henry
- 1UNC Lineberger Comp. Cancer Ctr., Chapel Hill, NC
| | - Joseph Kissil
- 2The Scripps Research Institute - Florida, Jupiter, FL
| | - John Cleveland
- 3Moffitt Cancer Center and Research Institute, Tampa, FL
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Fishbein L, Leshchiner I, Walter V, Danilova L, Robertson AG, Johnson AR, Lichtenberg TM, Murray BA, Ghayee HK, Else T, Ling S, Jefferys SR, de Cubas AA, Wenz B, Korpershoek E, Amelio AL, Makowski L, Rathmell WK, Gimenez-Roqueplo AP, Giordano TJ, Asa SL, Tischler AS, Pacak K, Nathanson KL, Wilkerson MD. Comprehensive Molecular Characterization of Pheochromocytoma and Paraganglioma. Cancer Cell 2017; 31:181-193. [PMID: 28162975 PMCID: PMC5643159 DOI: 10.1016/j.ccell.2017.01.001] [Citation(s) in RCA: 449] [Impact Index Per Article: 64.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Revised: 10/07/2016] [Accepted: 01/04/2017] [Indexed: 12/17/2022]
Abstract
We report a comprehensive molecular characterization of pheochromocytomas and paragangliomas (PCCs/PGLs), a rare tumor type. Multi-platform integration revealed that PCCs/PGLs are driven by diverse alterations affecting multiple genes and pathways. Pathogenic germline mutations occurred in eight PCC/PGL susceptibility genes. We identified CSDE1 as a somatically mutated driver gene, complementing four known drivers (HRAS, RET, EPAS1, and NF1). We also discovered fusion genes in PCCs/PGLs, involving MAML3, BRAF, NGFR, and NF1. Integrated analysis classified PCCs/PGLs into four molecularly defined groups: a kinase signaling subtype, a pseudohypoxia subtype, a Wnt-altered subtype, driven by MAML3 and CSDE1, and a cortical admixture subtype. Correlates of metastatic PCCs/PGLs included the MAML3 fusion gene. This integrated molecular characterization provides a comprehensive foundation for developing PCC/PGL precision medicine.
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Affiliation(s)
- Lauren Fishbein
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ignaty Leshchiner
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Vonn Walter
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Ludmila Danilova
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD 21287, USA
| | - A Gordon Robertson
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Amy R Johnson
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Tara M Lichtenberg
- The Research Institute at Nationwide Children's Hospital, Columbus, OH 43205, USA
| | - Bradley A Murray
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Hans K Ghayee
- Division of Endocrinology & Metabolism, Department of Medicine, University of Florida College of Medicine & Malcom Randall VA Medical Center, Gainesville, FL 32608, USA
| | - Tobias Else
- Division of Metabolism, Endocrinology, & Diabetes, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, MI 48109, USA
| | - Shiyun Ling
- University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Stuart R Jefferys
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Aguirre A de Cubas
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Division of Hematology and Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Brandon Wenz
- Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Esther Korpershoek
- Department of Pathology, Erasmus MC University Medical Center Rotterdam, Wytemaweg 80, 3015 CN Rotterdam, The Netherlands
| | - Antonio L Amelio
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Liza Makowski
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - W Kimryn Rathmell
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Division of Hematology and Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | | | - Thomas J Giordano
- Department of Pathology, University of Michigan Health System, Ann Arbor, MI 48109, USA
| | - Sylvia L Asa
- Department of Pathology, University Health Network, Toronto, ON M5G 2C4, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G 2C4, Canada
| | - Arthur S Tischler
- Department of Pathology and Laboratory Medicine, Tufts Medical Center, Boston, MA 02111, USA
| | | | - Karel Pacak
- Section on Medical Neuroendocrinology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD 20892, USA.
| | - Katherine L Nathanson
- Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA; Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA.
| | - Matthew D Wilkerson
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
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Chen Z, Li JL, Lin S, Cao C, Gimbrone NT, Yang R, Fu DA, Carper MB, Haura EB, Schabath MB, Lu J, Amelio AL, Cress WD, Kaye FJ, Wu L. cAMP/CREB-regulated LINC00473 marks LKB1-inactivated lung cancer and mediates tumor growth. J Clin Invest 2016; 126:2267-79. [PMID: 27140397 DOI: 10.1172/jci85250] [Citation(s) in RCA: 147] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Accepted: 03/10/2016] [Indexed: 12/15/2022] Open
Abstract
The LKB1 tumor suppressor gene is frequently mutated and inactivated in non-small cell lung cancer (NSCLC). Loss of LKB1 promotes cancer progression and influences therapeutic responses in preclinical studies; however, specific targeted therapies for lung cancer with LKB1 inactivation are currently unavailable. Here, we have identified a long noncoding RNA (lncRNA) signature that is associated with the loss of LKB1 function. We discovered that LINC00473 is consistently the most highly induced gene in LKB1-inactivated human primary NSCLC samples and derived cell lines. Elevated LINC00473 expression correlated with poor prognosis, and sustained LINC00473 expression was required for the growth and survival of LKB1-inactivated NSCLC cells. Mechanistically, LINC00473 was induced by LKB1 inactivation and subsequent cyclic AMP-responsive element-binding protein (CREB)/CREB-regulated transcription coactivator (CRTC) activation. We determined that LINC00473 is a nuclear lncRNA and interacts with NONO, a component of the cAMP signaling pathway, thereby facilitating CRTC/CREB-mediated transcription. Collectively, our study demonstrates that LINC00473 expression potentially serves as a robust biomarker for tumor LKB1 functional status that can be integrated into clinical trials for patient selection and treatment evaluation, and implicates LINC00473 as a therapeutic target for LKB1-inactivated NSCLC.
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Cao C, Gao R, Zhang M, Amelio AL, Fallahi M, Chen Z, Gu Y, Hu C, Welsh EA, Engel BE, Haura E, Cress WD, Wu L, Zajac-Kaye M, Kaye FJ. Abstract A22: An LKB1-CRTC1 circuit regulates glycosylated COX-2 and predicts drug response in lung cancer. Mol Cancer Res 2016. [DOI: 10.1158/1557-3125.metca15-a22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Cyclooxygenase-2 (COX-2) directs the synthesis of prostaglandins important for mitogenic signaling. Here we report that COX-2 is a transcriptional target of the CREB co-activator CRTC1. In addition, we detected a correlation between the LKB1-null status and presence of 72/74 kDa glycosylated COX-2, but not inactive hypoglycosylated COX-2 in fresh lung adenocarcinoma samples. Since CRTC1 is suppressed by cytoplasmic shuttling following LKB1/AMPK/SIK phosphorylation, we developed an LKB1 signature in lung cancer to search the Connectivity-MAP drug response database. Remarkably, all high-ranking drugs positively associated with the LKB1-null signature were known CRTC1 activators. Somatic LKB1 mutations are present in 20% of lung adenocarcinomas and we observed growth and cell motility inhibition with COX-2 inhibitors in LKB1-null lung cancer cells with activated CRTC1, but negligible inhibition in LKB1-wildtype cells. In summary, the CREB co-activator CRTC family directly links LKB1 with COX-2 activation and provides a new framework for selecting patients for COX-2 inhibition.
Citation Format: Chunxia Cao, Ruli Gao, Min Zhang, Antonio L. Amelio, Mohammad Fallahi, Zirong Chen, Yumei Gu, Chengbin Hu, Eric A. Welsh, Brienne E. Engel, Eric Haura, W. Douglas Cress, Lizi Wu, Maria Zajac-Kaye, Frederic J. Kaye. An LKB1-CRTC1 circuit regulates glycosylated COX-2 and predicts drug response in lung cancer. [abstract]. In: Proceedings of the AACR Special Conference: Metabolism and Cancer; Jun 7-10, 2015; Bellevue, WA. Philadelphia (PA): AACR; Mol Cancer Res 2016;14(1_Suppl):Abstract nr A22.
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Affiliation(s)
- Chunxia Cao
- 1Department of Medicine, University of Florida, Gainesville, FL,
| | - Ruli Gao
- 1Department of Medicine, University of Florida, Gainesville, FL,
| | - Min Zhang
- 1Department of Medicine, University of Florida, Gainesville, FL,
| | - Antonio L. Amelio
- 2Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC,
| | - Mohammad Fallahi
- 3Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL,
| | - Zirong Chen
- 4Molecular Genetics & Microbiology, University of Florida, Gainesville, FL,
| | - Yumei Gu
- 4Molecular Genetics & Microbiology, University of Florida, Gainesville, FL,
| | - Chengbin Hu
- 5Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL,
| | - Eric A. Welsh
- 6Cancer Informatics Core, Moffitt Cancer Center, Tampa, FL,
| | - Brienne E. Engel
- 7Departments of Molecular Oncology, Moffitt Cancer Center, Tampa, FL,
| | - Eric Haura
- 8Thoracic Oncology, Moffitt Cancer Center, Tampa, FL,
| | - W. Douglas Cress
- 7Departments of Molecular Oncology, Moffitt Cancer Center, Tampa, FL,
| | - Lizi Wu
- 4Molecular Genetics & Microbiology, University of Florida, Gainesville, FL,
| | - Maria Zajac-Kaye
- 9Department of Anatomy & Cell Biology, University of Florida, Gainesville, FL
| | - Frederic J. Kaye
- 1Department of Medicine, University of Florida, Gainesville, FL,
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24
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Schaub FX, Reza MS, Flaveny CA, Li W, Musicant AM, Hoxha S, Guo M, Cleveland JL, Amelio AL. Fluorophore-NanoLuc BRET Reporters Enable Sensitive In Vivo Optical Imaging and Flow Cytometry for Monitoring Tumorigenesis. Cancer Res 2015; 75:5023-33. [PMID: 26424696 DOI: 10.1158/0008-5472.can-14-3538] [Citation(s) in RCA: 84] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2014] [Accepted: 08/28/2015] [Indexed: 01/06/2023]
Abstract
Fluorescent proteins are widely used to study molecular and cellular events, yet this traditionally relies on delivery of excitation light, which can trigger autofluorescence, photoxicity, and photobleaching, impairing their use in vivo. Accordingly, chemiluminescent light sources such as those generated by luciferases have emerged, as they do not require excitation light. However, current luciferase reporters lack the brightness needed to visualize events in deep tissues. We report the creation of chimeric eGFP-NanoLuc (GpNLuc) and LSSmOrange-NanoLuc (OgNLuc) fusion reporter proteins coined LumiFluors, which combine the benefits of eGFP or LSSmOrange fluorescent proteins with the bright, glow-type bioluminescent light generated by an enhanced small luciferase subunit (NanoLuc) of the deep-sea shrimp Oplophorus gracilirostris. The intramolecular bioluminescence resonance energy transfer that occurs between NanoLuc and the fused fluorophore generates the brightest bioluminescent signal known to date, including improved intensity, sensitivity, and durable spectral properties, thereby dramatically reducing image acquisition times and permitting highly sensitive in vivo imaging. Notably, the self-illuminating and bifunctional nature of these LumiFluor reporters enables greatly improved spatiotemporal monitoring of very small numbers of tumor cells via in vivo optical imaging and also allows the isolation and analyses of single cells by flow cytometry. Thus, LumiFluor reporters are inexpensive, robust, noninvasive tools that allow for markedly improved in vivo optical imaging of tumorigenic processes.
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Affiliation(s)
- Franz X Schaub
- Department of Tumor Biology, Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Md Shamim Reza
- Department of Cancer Biology, The Scripps Research Institute, Scripps Florida, Jupiter, Florida
| | - Colin A Flaveny
- Department of Pharmacological & Physiological Science, School of Medicine, Saint Louis University, St. Louis, Missouri
| | - Weimin Li
- Department of Tumor Biology, Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Adele M Musicant
- UNC Biological and Biomedical Sciences Graduate Program, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Sany Hoxha
- Scripps Graduate Program, The Scripps Research Institute, Scripps Florida, Jupiter, Florida
| | - Min Guo
- Department of Cancer Biology, The Scripps Research Institute, Scripps Florida, Jupiter, Florida
| | - John L Cleveland
- Department of Tumor Biology, Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Antonio L Amelio
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina. Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
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25
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Peña CG, Nakada Y, Saatcioglu HD, Aloisio GM, Cuevas I, Zhang S, Miller DS, Lea JS, Wong KK, DeBerardinis RJ, Amelio AL, Brekken RA, Castrillon DH. LKB1 loss promotes endometrial cancer progression via CCL2-dependent macrophage recruitment. J Clin Invest 2015; 125:4063-76. [PMID: 26413869 DOI: 10.1172/jci82152] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2015] [Accepted: 08/20/2015] [Indexed: 12/21/2022] Open
Abstract
Endometrial cancer is the most common gynecologic malignancy and the fourth most common malignancy in women. For most patients in whom the disease is confined to the uterus, treatment results in successful remission; however, there are no curative treatments for tumors that have progressed beyond the uterus. The serine/threonine kinase LKB1 has been identified as a potent suppressor of uterine cancer, but the biological modes of action of LKB1 in this context remain incompletely understood. Here, we have shown that LKB1 suppresses tumor progression by altering gene expression in the tumor microenvironment. We determined that LKB1 inactivation results in abnormal, cell-autonomous production of the inflammatory cytokine chemokine (C-C motif) ligand 2 (CCL2) within tumors, which leads to increased recruitment of macrophages with prominent tumor-promoting activities. Inactivation of Ccl2 in an Lkb1-driven mouse model of endometrial cancer slowed tumor progression and increased survival. In human primary endometrial cancers, loss of LKB1 protein was strongly associated with increased CCL2 expression by tumor cells as well as increased macrophage density in the tumor microenvironment. These data demonstrate that CCL2 is a potent effector of LKB1 loss in endometrial cancer, creating potential avenues for therapeutic opportunities.
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26
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Flaveny CA, Griffett K, El-Gendy BEDM, Kazantzis M, Sengupta M, Amelio AL, Chatterjee A, Walker J, Solt LA, Kamenecka TM, Burris TP. Broad Anti-tumor Activity of a Small Molecule that Selectively Targets the Warburg Effect and Lipogenesis. Cancer Cell 2015; 28:42-56. [PMID: 26120082 PMCID: PMC4965273 DOI: 10.1016/j.ccell.2015.05.007] [Citation(s) in RCA: 141] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 03/27/2015] [Accepted: 05/12/2015] [Indexed: 02/07/2023]
Abstract
Malignant cells exhibit aerobic glycolysis (the Warburg effect) and become dependent on de novo lipogenesis, which sustains rapid proliferation and resistance to cellular stress. The nuclear receptor liver-X-receptor (LXR) directly regulates expression of key glycolytic and lipogenic genes. To disrupt these oncogenic metabolism pathways, we designed an LXR inverse agonist SR9243 that induces LXR-corepressor interaction. In cancer cells, SR9243 significantly inhibited the Warburg effect and lipogenesis by reducing glycolytic and lipogenic gene expression. SR9243 induced apoptosis in tumors without inducing weight loss, hepatotoxicity, or inflammation. Our results suggest that LXR inverse agonists may be an effective cancer treatment approach.
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Affiliation(s)
- Colin A Flaveny
- Department of Pharmacological & Physiological Science, Saint Louis University School of Medicine, St. Louis, MO 63104, USA.
| | - Kristine Griffett
- Department of Pharmacological & Physiological Science, Saint Louis University School of Medicine, St. Louis, MO 63104, USA
| | | | - Melissa Kazantzis
- Department of Molecular Therapeutics, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Monideepa Sengupta
- Department of Pharmacological & Physiological Science, Saint Louis University School of Medicine, St. Louis, MO 63104, USA
| | - Antonio L Amelio
- Lineberger Comprehensive Cancer Center, Biomedical Research Imaging Center, University of North Carolina, Chapel Hill, Chapel Hill, NC 27599, USA
| | - Arindam Chatterjee
- Department of Pharmacological & Physiological Science, Saint Louis University School of Medicine, St. Louis, MO 63104, USA
| | - John Walker
- Department of Pharmacological & Physiological Science, Saint Louis University School of Medicine, St. Louis, MO 63104, USA
| | - Laura A Solt
- Department of Molecular Therapeutics, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Theodore M Kamenecka
- Department of Molecular Therapeutics, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Thomas P Burris
- Department of Pharmacological & Physiological Science, Saint Louis University School of Medicine, St. Louis, MO 63104, USA; Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63310, USA.
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27
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Fallahi M, Amelio AL, Cleveland JL, Rounbehler RJ. CREB targets define the gene expression signature of malignancies having reduced levels of the tumor suppressor tristetraprolin. PLoS One 2014; 9:e115517. [PMID: 25541715 PMCID: PMC4277357 DOI: 10.1371/journal.pone.0115517] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2014] [Accepted: 11/25/2014] [Indexed: 02/04/2023] Open
Abstract
The RNA-binding protein Tristetraprolin (TTP, ZFP36) functions as a tumor suppressor that impairs the development and disables the maintenance of MYC-driven lymphoma. In addition, other human cancers expressed reduced levels of TTP, suggesting that it may function as a tumor suppressor in several malignancies. To identify genes that may be associated with TTP tumor suppressor functions in human cancer, we analyzed The Cancer Genome Atlas (TCGA) breast cancer, lung adenocarcinoma, lung squamous cell carcinoma, and colon adenocarcinoma datasets. These analyses defined a signature of 50 genes differentially regulated between high and low TTP-expressing tumors. Notably, patients with low TTP-expressing breast cancer and lung adenocarcinoma had decreased survival rates and more aggressive tumors with increased necrosis. In addition, analysis across non-TCGA tumor gene expression databases identified a broad spectrum of human cancers having similarities with the TTP-low tumor gene signature, including pancreatic, bladder, and prostate cancer. TTP has documented roles in regulating mRNAs encoding inflammatory proteins, and pathway analysis identified several inflammatory pathways that are altered in tumors with low TTP expression. Surprisingly, the TTP-low tumor gene signature includes a core component of 20 under-expressed CREB target genes, suggesting that the regulation of CREB activity may be related to the tumor suppressor function of TTP. Thus, reduced levels of TTP are a potential biomarker for human cancers with poor outcome, and targeting the CREB pathway may be a therapeutic route for treating aggressive TTP-low tumors.
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Affiliation(s)
- Mohammad Fallahi
- Informatics Core, The Scripps Research Institute, Scripps Florida, Jupiter, FL, United States of America
| | - Antonio L. Amelio
- Lineberger Comprehensive Cancer Center, School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - John L. Cleveland
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States of America
| | - Robert J. Rounbehler
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States of America
- * E-mail:
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28
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Cao C, Gao R, Zhang M, Amelio AL, Fallahi M, Chen Z, Gu Y, Hu C, Welsh EA, Engel BE, Haura EB, Cress WD, Wu L, Zajac-Kaye M, Kaye FJ. Role of LKB1-CRTC1 on glycosylated COX-2 and response to COX-2 inhibition in lung cancer. J Natl Cancer Inst 2014; 107:358. [PMID: 25465874 DOI: 10.1093/jnci/dju358] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Cyclooxygenase-2 (COX-2) directs the synthesis of prostaglandins including PGE-2 linking inflammation with mitogenic signaling. COX-2 is also an anticancer target, however, treatment strategies have been limited by unreliable expression assays and by inconsistent tumor responses to COX-2 inhibition. METHODS We analyzed the TCGA and Director's Challenge lung cancer datasets (n = 188) and also generated an LKB1-null lung cancer gene signature (n = 53) to search the Broad Institute/Connectivity-MAP (C-MAP) dataset. We performed ChIP analyses, real-time polymerase chain reaction, immunoblotting, and drug testing of tumor cell lines (n = 8) and primary lung adenocarcinoma surgical resections (n = 13). RESULTS We show that COX-2 is a target of the cAMP/CREB coactivator CRTC1 signaling pathway. In addition, we detected a correlation between LKB1 status, CRTC1 activation, and presence of glycosylated, but not inactive hypoglycosylated COX-2 in primary lung adenocarcinoma. A search of the C-MAP drug database discovered that all high-ranking drugs positively associated with the LKB1-null signature are known CRTC1 activators, including forskolin and six different PGE-2 analogues. Somatic LKB1 mutations are present in 20.0% of lung adenocarcinomas, and we observed growth inhibition with COX-2 inhibitors in LKB1-null lung cancer cells with activated CRTC1 as compared with LKB1-wildtype cells (NS-398, P = .002 and Niflumic acid, P = .006; two-tailed t test). CONCLUSION CRTC1 activation is a key event that drives the LKB1-null mRNA signature in lung cancer. We also identified a positive feedback LKB1/CRTC1 signaling loop for COX-2/PGE2 regulation. These data suggest a role for LKB1 status and glycosylated COX-2 as specific biomarkers that provide a framework for selecting patients for COX-2 inhibition studies.
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Affiliation(s)
- Chunxia Cao
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Ruli Gao
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Min Zhang
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Antonio L Amelio
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Mohammad Fallahi
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Zirong Chen
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Yumei Gu
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Chengbin Hu
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Eric A Welsh
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Brienne E Engel
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Eric B Haura
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - W Douglas Cress
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Lizi Wu
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Maria Zajac-Kaye
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK)
| | - Frederic J Kaye
- Department of Medicine (CC, RG, MZ, FJK), Genetics Institute (RG, FJK), Genetics and Genomics Graduate Program (RG, FJK), and Molecular Genetics and Microbiology (ZC, YG, CH, LW), University of Florida, Gainesville, FL; Department of Cancer Biology and Informatics, the Scripps Research Institute, Jupiter, FL (ALA, MF); Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC (ALA); Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL (CH); Cancer Informatics Core (EAW), Department of Molecular Oncology (BEE, WDC), and Department of Thoracic Oncology (EBH), Moffitt Cancer Center, Tampa, FL; Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL (MZK).
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29
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Bruno NE, Kelly KA, Hawkins R, Bramah-Lawani M, Amelio AL, Nwachukwu JC, Nettles KW, Conkright MD. Creb coactivators direct anabolic responses and enhance performance of skeletal muscle. EMBO J 2014; 33:1027-43. [PMID: 24674967 PMCID: PMC4193935 DOI: 10.1002/embj.201386145] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2013] [Revised: 02/01/2014] [Accepted: 02/20/2014] [Indexed: 12/27/2022] Open
Abstract
During the stress response to intense exercise, the sympathetic nervous system (SNS) induces rapid catabolism of energy reserves through the release of catecholamines and subsequent activation of protein kinase A (PKA). Paradoxically, chronic administration of sympathomimetic drugs (β-agonists) leads to anabolic adaptations in skeletal muscle, suggesting that sympathetic outflow also regulates myofiber remodeling. Here, we show that β-agonists or catecholamines released during intense exercise induce Creb-mediated transcriptional programs through activation of its obligate coactivators Crtc2 and Crtc3. In contrast to the catabolic activity normally associated with SNS function, activation of the Crtc/Creb transcriptional complex by conditional overexpression of Crtc2 in the skeletal muscle of transgenic mice fostered an anabolic state of energy and protein balance. Crtc2-overexpressing mice have increased myofiber cross-sectional area, greater intramuscular triglycerides and glycogen content. Moreover, maximal exercise capacity was enhanced after induction of Crtc2 expression in transgenic mice. Collectively these findings demonstrate that the SNS-adrenergic signaling cascade coordinates a transient catabolic stress response during high-intensity exercise, which is followed by transcriptional reprogramming that directs anabolic changes for recovery and that augments subsequent exercise performance.
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Affiliation(s)
- Nelson E Bruno
- Department of Cancer Biology, The Scripps Research Institute, Scripps FloridaJupiter, FL, USA
- The Center for Diabetes and Metabolic Diseases, The Scripps Research Institute, Scripps FloridaJupiter, FL, USA
| | - Kimberly A Kelly
- Department of Cancer Biology, The Scripps Research Institute, Scripps FloridaJupiter, FL, USA
| | - Richard Hawkins
- Department of Cancer Biology, The Scripps Research Institute, Scripps FloridaJupiter, FL, USA
| | - Mariam Bramah-Lawani
- Department of Cancer Biology, The Scripps Research Institute, Scripps FloridaJupiter, FL, USA
| | - Antonio L Amelio
- Department of Cancer Biology, The Scripps Research Institute, Scripps FloridaJupiter, FL, USA
| | - Jerome C Nwachukwu
- Department of Cancer Biology, The Scripps Research Institute, Scripps FloridaJupiter, FL, USA
| | - Kendall W Nettles
- Department of Cancer Biology, The Scripps Research Institute, Scripps FloridaJupiter, FL, USA
| | - Michael D Conkright
- Department of Cancer Biology, The Scripps Research Institute, Scripps FloridaJupiter, FL, USA
- The Center for Diabetes and Metabolic Diseases, The Scripps Research Institute, Scripps FloridaJupiter, FL, USA
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30
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Doherty JR, Yang C, Scott KEN, Cameron MD, Fallahi M, Li W, Hall MA, Amelio AL, Mishra JK, Li F, Tortosa M, Genau HM, Rounbehler RJ, Lu Y, Dang CV, Kumar KG, Butler AA, Bannister TD, Hooper AT, Unsal-Kacmaz K, Roush WR, Cleveland JL. Blocking lactate export by inhibiting the Myc target MCT1 Disables glycolysis and glutathione synthesis. Cancer Res 2013; 74:908-20. [PMID: 24285728 DOI: 10.1158/0008-5472.can-13-2034] [Citation(s) in RCA: 270] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Myc oncoproteins induce genes driving aerobic glycolysis, including lactate dehydrogenase-A that generates lactate. Here, we report that Myc controls transcription of the lactate transporter SLC16A1/MCT1 and that elevated MCT1 levels are manifest in premalignant and neoplastic Eμ-Myc transgenic B cells and in human malignancies with MYC or MYCN involvement. Notably, disrupting MCT1 function leads to an accumulation of intracellular lactate that rapidly disables tumor cell growth and glycolysis, provoking marked alterations in glycolytic intermediates, reductions in glucose transport, and in levels of ATP, NADPH, and ultimately, glutathione (GSH). Reductions in GSH then lead to increases in hydrogen peroxide, mitochondrial damage, and ultimately, cell death. Finally, forcing glycolysis by metformin treatment augments this response and the efficacy of MCT1 inhibitors, suggesting an attractive combination therapy for MYC/MCT1-expressing malignancies.
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Affiliation(s)
- Joanne R Doherty
- Authors' Affiliations: Departments of Cancer Biology, Chemistry, and Metabolism and Aging; The Translational Research Institute, The Scripps Research Institute, Scripps Florida, Jupiter, Florida; Institute of Biochemistry II, Goethe University Medical School, Frankfurt am Main, Germany; Division of Hematology, Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland; The Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania; and Pfizer Oncology, Pearl River, New Jersey
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31
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Amelio AL, Dorsey FC, Steeves MA, Southern MR, Young BM, Lawani MB, Prater SM, Alperstein AS, Cleveland JL, Conkright MD. Abstract 261: Emerging roles for the CREB regulated transcription coactivators (CRTCs) in oncogenesis. Cancer Res 2011. [DOI: 10.1158/1538-7445.am2011-261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Oncogenesis is a complex, multi-factorial process of cellular transformation that leads to the development of many types of cancers. The factors that contribute to this process reprogram normal cellular functions, including metabolic pathways, and allow uncontrolled cell growth. The CRTC family of CREB coactivators, in conjunction with CBP/p300, cooperate in the regulation of cAMP-inducible genes involved in cell survival, proliferation, glucose metabolism, and adaptive mitochondrial biogenesis. A subset of tumors share a common t(11;19)(q21;p13.1) translocation that forms a chimeric oncogene by fusing CRTC1 to the NOTCH coactivator MAML2. Consequently, the CRTC1/MAML2 translocation induces the aberrant expression of genes regulated by CREB and NOTCH and the deregulation of these target genes is believed to cause tumorigenesis. We demonstrate that a gain-of-function activity by the CRTC1/MAML2 oncoprotein promotes interactions with the MYC:MAX network. This interaction is specific as neither CRTC1 or MAML2 parental proteins activate MYC:MAX complexes. Specifically, RNA-seq analysis revealed that a significant proporation of genes involved in key aspects of cell growth, survival, and metabolism within the MYC:MAX and CREB transcription networks are induced by CRTC1/MAML2. Analysis of cellular transformation by RK3E foci formation assays identified a synergistic effect of MYC expression on CRTC1/MAML2-induced transformation and this can be blocked by a dominant negative MYC molecule. Furthermore, in-frame deletions of CRTC1/MAML2 that lack transforming activity are unable to induce the expression of MYC-responsive reporters revealing a critical role for MYC target genes in CRTC1/MAML2-induced cell growth and transformation. Collectively, these studies indicate that CRTC1/MAML2 promotes cellular transformation through cooperative activation of MYC and CREB pathways thereby challenging current paradigms which suggest that translocations function through aberrant activation of parental pathways.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 261. doi:10.1158/1538-7445.AM2011-261
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Affiliation(s)
| | - Frank C. Dorsey
- 1The Scripps Research Institute – Scripps Florida, Jupiter, FL
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32
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Hollander JA, Im HI, Amelio AL, Kocerha J, Bali P, Lu Q, Willoughby D, Wahlestedt C, Conkright MD, Kenny PJ. Striatal microRNA controls cocaine intake through CREB signalling. Nature 2010; 466:197-202. [PMID: 20613834 PMCID: PMC2916751 DOI: 10.1038/nature09202] [Citation(s) in RCA: 302] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2009] [Accepted: 05/20/2010] [Indexed: 12/12/2022]
Abstract
Cocaine addiction is characterized by a gradual loss of control over drug use, but the molecular mechanisms regulating vulnerability to this process remain unclear. Here we report that microRNA-212 (miR-212) is upregulated in the dorsal striatum of rats with a history of extended access to cocaine. Striatal miR-212 decreases responsiveness to the motivational properties of cocaine by markedly amplifying the stimulatory effects of the drug on cAMP response element binding protein (CREB) signalling. This action occurs through miR-212-enhanced Raf1 activity, resulting in adenylyl cyclase sensitization and increased expression of the essential CREB co-activator TORC (transducer of regulated CREB; also known as CRTC). Our findings indicate that striatal miR-212 signalling has a key role in determining vulnerability to cocaine addiction, reveal new molecular regulators that control the complex actions of cocaine in brain reward circuitries and provide an entirely new direction for the development of anti-addiction therapeutics based on the modulation of noncoding RNAs.
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Affiliation(s)
- Jonathan A Hollander
- Laboratory of Behavioral and Molecular Neuroscience, Department of Molecular Therapeutics, The Scripps Research Institute, Scripps Florida, Jupiter, Florida 33458, USA
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33
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Abstract
HIV-1 gene expression requires both viral and cellular factors to control and coordinate transcription. While the viral factor Tat is known for its transcriptional transactivator properties, we present evidence for an unexpected function of Tat in viral splicing regulation. We used a series of HIV-1 reporter minigenes to demonstrate that Tat’s role in splicing is dependent on the cellular co-transcriptional splicing activators Tat-SF1 and CA150. Surprisingly, we show that this Tat-mediated splicing function is independent from transcriptional activation. In the context of the full-length viral genome, this mechanism promotes an autoregulatory feedback that decreases expression of tat and favors expression of the env-specific mRNA. Our data demonstrate that Tat-mediated regulation of transcription and splicing can be uncoupled and suggest a mechanism for the involvement of specific transcriptional activators in splicing.
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Affiliation(s)
- Joseph A Jablonski
- Basic Science Department, Florida Atlantic University, Boca Raton, FL 33431, USA
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34
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Amelio AL, McAnany PK, Bloom DC. A chromatin insulator-like element in the herpes simplex virus type 1 latency-associated transcript region binds CCCTC-binding factor and displays enhancer-blocking and silencing activities. J Virol 2006; 80:2358-68. [PMID: 16474142 PMCID: PMC1395413 DOI: 10.1128/jvi.80.5.2358-2368.2006] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
A previous study demonstrated that the latency-associated transcript (LAT) promoter and the LAT enhancer/reactivation critical region (rcr) are enriched in acetyl histone H3 (K9, K14) during herpes simplex virus type 1 (HSV-1) latency, whereas all lytic genes analyzed (ICP0, UL54, ICP4, and DNA polymerase) are not (N. J. Kubat, R. K. Tran, P. McAnany, and D. C. Bloom, J. Virol. 78:1139-1149, 2004). This suggests that the HSV-1 latent genome is organized into histone H3 (K9, K14) hyperacetylated and hypoacetylated regions corresponding to transcriptionally permissive and transcriptionally repressed chromatin domains, respectively. Such an organization implies that chromatin insulators, similar to those of cellular chromosomes, may separate distinct transcriptional domains of the HSV-1 latent genome. In the present study, we sought to identify cis elements that could partition the HSV-1 genome into distinct chromatin domains. Sequence analysis coupled with chromatin immunoprecipitation and luciferase reporter assays revealed that (i) the long and short repeats and the unique-short region of the HSV-1 genome contain clustered CTCF (CCCTC-binding factor) motifs, (ii) CTCF motif clusters similar to those in HSV-1 are conserved in other alphaherpesviruses, (iii) CTCF binds to these motifs on latent HSV-1 genomes in vivo, and (iv) a 1.5-kb region containing the CTCF motif cluster in the LAT region possesses insulator activities, specifically, enhancer blocking and silencing. The finding that CTCF, a cellular protein associated with chromatin insulators, binds to motifs on the latent genome and insulates the LAT enhancer suggests that CTCF may facilitate the formation of distinct chromatin boundaries during herpesvirus latency.
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Affiliation(s)
- Antonio L Amelio
- Department of Molecular Genetics and Microbiology, University of Florida College of Medicine, Gainesville, 32610-0266, USA
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35
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Amelio AL, Giordani NV, Kubat NJ, O'neil JE, Bloom DC. Deacetylation of the herpes simplex virus type 1 latency-associated transcript (LAT) enhancer and a decrease in LAT abundance precede an increase in ICP0 transcriptional permissiveness at early times postexplant. J Virol 2006; 80:2063-8. [PMID: 16439563 PMCID: PMC1367155 DOI: 10.1128/jvi.80.4.2063-2068.2006] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Only the latency-associated transcript (LAT) of the herpes simplex virus type 1 (HSV-1) genome is transcribed during latency, while the lytic genes are suppressed, possibly by LAT antisense mechanisms and/or chromatin modifications. In the present study, latently infected dorsal root ganglia were explanted to assess both relative levels of LAT and histone H3 (K9, K14) acetylation of the LAT locus and ICP0 promoter at early times postexplant. We observed that a decrease in both LAT enhancer histone H3 (K9, K14) acetylation and LAT RNA abundance occurs prior to an increase in acetylation, or transcriptional permissiveness, at the ICP0 promoter.
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Affiliation(s)
- Antonio L Amelio
- Department of Molecular Genetics and Microbiology, Box 100266, University of Florida College of Medicine, Gainesville, FL 32610-0266, USA
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36
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Kubat NJ, Amelio AL, Giordani NV, Bloom DC. The herpes simplex virus type 1 latency-associated transcript (LAT) enhancer/rcr is hyperacetylated during latency independently of LAT transcription. J Virol 2004; 78:12508-18. [PMID: 15507638 PMCID: PMC525101 DOI: 10.1128/jvi.78.22.12508-12518.2004] [Citation(s) in RCA: 102] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
During herpes simplex virus type 1 (HSV-1) latency, only one region of the viral genome is actively transcribed: the region encoding the latency-associated transcript (LAT). A previous study demonstrated that during latency the LAT promoter is hyperacetylated at histone H3 (K9, K14) relative to lytic genes examined. In the present study, we examine the acetylation profile of regions downstream of the LAT promoter during a latent infection of murine dorsal root ganglia. These analyses revealed the following: (i) the region of the genome containing the 5' exon of the LAT primary transcript was at least as enriched in acetylated H3 as the LAT promoter, and (ii) the region of hyperacetylation does not extend to the ICP0 promoter. In order to assess the contribution of LAT transcription to the acetylation of the 5' exon region, the acetylation profile of KOS/29, a recombinant with a deletion of the LAT promoter, was examined. The region containing the 5' exon of KOS/29 was hyperacetylated relative to lytic gene regions in the absence of detectable LAT transcription. These results indicate that the region containing the 5' exon of LAT, known to contain enhancer activities and to be critical for induced reactivation (rcr), exists in a chromatin structure during latency that is distinct from other lytic gene regions. This result suggests a role for the 5' exon LAT enhancer region as a cis-acting regulator of transcription that maintains a transcriptionally permissive chromatin domain in the HSV-1 latent episome.
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Affiliation(s)
- Nicole J Kubat
- Department of Molecular Genetics and Microbiology, Box 100266, University of Florida College of Medicine, Gainesville, FL 32610-0266, USA
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