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Chou CC, Kardos J, Yang B, Orf J, Dave R, Lai Y, Lee CV, Papalia GA, Boyd K, Diehl L, Scholler N. Abstract P4-07-12: Development of Triple-negative breast cancer (TNBC) syngeneic models and TROP2-directed antibody-drug conjugate (ADC) surrogate to model therapeutic combinations. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p4-07-12] [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: 03/06/2023]
Abstract
Abstract
Background: Sacituzumab govitecan (SG, Trodelvy®) is a human trophoblast cell surface antigen 2 (TROP-2) directed antibody drug conjugate (ADC) coupled to an active form of irinotecan (SN-38) via our novel hydrolyzable linker (CL2A). SG is the only FDA-approved ADC treatment for TNBC patients in the second-line setting. TROP-2 is a transmembrane protein encoded by the tumor-associated calcium signal transducer 2 (TACSTD2) gene and highly expressed in TNBC, an aggressive type of cancer accounting for approximately 15% of all breast cancers. TROP-2 overexpression is associated with poor survival and relapse, but its biological function in TNBC remains poorly understood. Hypothesis/rationale: To better understand TROP-2 and TROP-2-directed ADC biology, we developed and characterized TROP2high vs TROP2low TNBC syngeneic tumors and an SG surrogate directed to murine TROP-2. Experimental design: We established 2 syngeneic TNBC models with differential TROP-2 expression: 4T1 cells were flow sorted into high (>95%) vs low (< 7%) TROP-2 expressors and EMT6 cells were transduced with a murine TACSTD2-encoding lentivirus. Balb/c mice were subcutaneously implanted with 0.5 × 10 E6 TROP-2high, TROP-2low, or parental tumor cells (4T1 or EMT6). Tumor immunophenotyping and transcriptomic analyses were performed 15 and 24 days after implantation. An SG mouse surrogate was engineered to mimic SG, using an anti-TROP-2 antibody (Rab64) that cross-reacts with human and murine TROP-2 covalently attached to SN-38 by the CL2A linker. SG surrogate activity was characterized in vitro and in 4T1 syngeneic models. Results: SG surrogate demonstrated high affinity for human and mouse TROP-2 (KD=1.1 and 1.4 nM, respectively) with SN-38 release rates and PK similar to that of SG. Flow cytometry analysis after bulk cell sorting of 4T1 or lentivirus transduction of EMT6 confirmed high TROP2 expression after at least 3 in vitro passages. Fifteen days after subcutaneous implantation, flow cytometry analysis of tumor single-cell suspensions revealed significant differences in immune infiltrates between 4T1-derived tumor groups (n=5/group; mean percentages in TROP2high vs TROP2low 4T1-derived tumors of cells expressing CD45: 65% vs 10%, P < 0.0001; CD8: 5.5% vs 1%, P = 0.0033; CD4: 22% vs 4%, P = 0.0055; macrophages: 12.5% vs 2.5%, P = 0.0002; myeloid cells: 52% vs 75%, P = 0.0066). In addition, TROP2high 4T1-derived tumors were smaller and had significantly less necrosis than TROP2low and unsorted 4T1-derived tumors 25 days after implantation. Finally, transcriptomics analyses of TROP2high vs TROP2low 4T1-derived tumors demonstrated the association of TACSTD2 expression levels with regulation of distinct molecular pathways. Conclusion: Syngeneic tumors derived from 4T1 cells with differential TROP2 expression levels are associated with differential cellular states and tumor microenvironment composition. In contrast, no significant phenotypic changes were observed in tumors derived from TACSTD2-transduced compared with mock-transduced EMT6 cells. Taken together, these results suggest that expression of the TACSTD2 gene is associated with, but not causative of, different tumor phenotypic states. Additional studies to investigate TROP-2 expression as a correlative marker of patient prognosis and the antitumor immune response are warranted. The effects of in vivo treatment with an SG surrogate on 4T1 tumor growth and immune phenotype will be discussed at the time of the presentation.
Citation Format: Chih-Chien Chou, Jordan Kardos, Becky Yang, Jessica Orf, Rutwij Dave, Yurong Lai, Chingwei V. Lee, Giuseppe A. Papalia, Kelli Boyd, Lauri Diehl, Nathalie Scholler. Development of Triple-negative breast cancer (TNBC) syngeneic models and TROP2-directed antibody-drug conjugate (ADC) surrogate to model therapeutic combinations [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P4-07-12.
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Affiliation(s)
| | | | - Becky Yang
- 3Gilead Sciences Inc., Foster City, CA, USA
| | | | | | - Yurong Lai
- 6Gilead Sciences Inc., Foster City, CA, USA
| | | | | | - Kelli Boyd
- 9Gilead Sciences Inc., Foster City, CA, USA
| | - Lauri Diehl
- 10Gilead Sciences Inc., Foster City, CA, USA
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Kardos J, Rose TL, Manocha U, Wobker SE, Damrauer JS, Bivalaqua TJ, Kates M, Moore KJ, Parker JS, Kim WY. Development and validation of a NanoString BASE47 bladder cancer gene classifier. PLoS One 2020; 15:e0243935. [PMID: 33332422 PMCID: PMC7745986 DOI: 10.1371/journal.pone.0243935] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [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: 05/18/2020] [Accepted: 11/30/2020] [Indexed: 12/22/2022] Open
Abstract
Background Recent molecular characterization of urothelial cancer (UC) has suggested potential pathways in which to direct treatment, leading to a host of targeted therapies in development for UC. In parallel, gene expression profiling has demonstrated that high-grade UC is a heterogeneous disease. Prognostic basal-like and luminal-like subtypes have been identified and an accurate transcriptome BASE47 classifier has been developed. However, these phenotypes cannot be broadly investigated due to the lack of a clinically viable diagnostic assay. We sought to develop and evaluate a diagnostic classifier of UC subtype with the goal of accurate classification from clinically available specimens. Methods Tumor samples from 52 patients with high-grade UC were profiled for BASE47 genes concurrently by RNAseq as well as NanoString. After design and technical validation of a BASE47 NanoString probeset, results from the RNAseq and NanoString were used to translate diagnostic criteria to the Nanostring platform. Evaluation of repeatability and accuracy was performed to derive a final Nanostring based classifier. Diagnostic classification resulting from the NanoString BASE47 classifier was validated on an independent dataset (n = 30). The training and validation datasets accurately classified 87% and 93% of samples, respectively. Results Here we have derived a NanoString-platform BASE47 classifier that accurately predicts basal-like and luminal-like subtypes in high grade urothelial cancer. We have further validated our new NanoString BASE47 classifier on an independent dataset and confirmed high accuracy when compared with our original Transcriptome BASE47 classifier. Conclusions The NanoString BASE47 classifier provides a faster turnaround time, a lower cost per sample to process, and maintains the accuracy of the original subtype classifier for better clinical implementation.
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Affiliation(s)
- Jordan Kardos
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Tracy L. Rose
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Urology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Ujjawal Manocha
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Sara E. Wobker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Jeffrey S. Damrauer
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Trinity J. Bivalaqua
- Department of Urology, James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Max Kates
- Department of Urology, James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Kristin J. Moore
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Joel S. Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- * E-mail: (WYK); (JSP)
| | - William Y. Kim
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Urology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- * E-mail: (WYK); (JSP)
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Payrits M, Borbely E, Godo S, Ernszt D, Kemeny A, Kardos J, Szoke E, Pinter E. Genetic deletion of TRPA1 receptor attenuates amyloid beta- 1-42 (Aβ 1-42)-induced neurotoxicity in the mouse basal forebrain in vivo. Mech Ageing Dev 2020; 189:111268. [PMID: 32473171 DOI: 10.1016/j.mad.2020.111268] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [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: 01/23/2020] [Revised: 05/16/2020] [Accepted: 05/20/2020] [Indexed: 12/13/2022]
Abstract
Amyloid β 1-42 peptide (Aβ1-42) accumulates in Alzheimer's disease (AD) that is toxic to the basal forebrain cholinergic (BFC) neurons in substantia innominata-nucleus basalis magnocellularis complex (SI-NBM). Transient Receptor Potential Ankyrin1 (TRPA1) receptor is present in murine brain, however its role in neurotoxic processes is unclear. We investigated the Aβ1-42-induced neurotoxicity in TRPA1 wild-type (TRPA1+/+) and knockout (TRPA1-/-) mice. Expression and neuroanatomical localization of TRPA1 receptor were examined using RT qPCR. Cholinergic fibre loss was determined on acetylcholinesterase (AChE) stained brain slices, and choline acetyltransferase (ChAT) immunohistochemistry was used to assess the cholinergic cell loss. Novel object recognition (NOR), radial arm maze (RAM) and Y-maze tests were used to investigate memory loss. Aβ1-42-injected WT mice showed marked loss of cholinergic fibres and cell bodies, which was significantly attenuated in TRPA1-/- animals. According to the NOR and RAM tests, pronounced memory loss was detected in Aβ1-42-injected TRPA1+/+ mice, but not in TRPA1-/- group. Our findings demonstrate that TRPA1 KO animals show substantially reduced morphological damage and memory loss after Aβ1-42 injection in the SI-NBM. We conclude that TRPA1 receptors may play an important deteriorating role in the Aβ1-42-induced cholinergic neurotoxicity and the consequent memory loss in the murine brain.
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Affiliation(s)
- M Payrits
- Department of Pharmacology and Pharmacotherapy, Medical School, University of Pécs, Hungary; Centre for Neuroscience, Szentágothai Research Center, University of Pécs, Pécs, Hungary.
| | - E Borbely
- Department of Pharmacology and Pharmacotherapy, Medical School, University of Pécs, Hungary; Centre for Neuroscience, Szentágothai Research Center, University of Pécs, Pécs, Hungary.
| | - S Godo
- Centre for Neuroscience, Szentágothai Research Center, University of Pécs, Pécs, Hungary; Institute of Physiology, University of Pécs, Pécs, Hungary.
| | - D Ernszt
- Centre for Neuroscience, Szentágothai Research Center, University of Pécs, Pécs, Hungary; Institute of Physiology, University of Pécs, Pécs, Hungary.
| | - A Kemeny
- Department of Pharmacology and Pharmacotherapy, Medical School, University of Pécs, Hungary; Centre for Neuroscience, Szentágothai Research Center, University of Pécs, Pécs, Hungary; Department of Medical Biology and Central Electron Microscope Laboratory, University of Pécs, Hungary.
| | - J Kardos
- ELTE NAP Neuroimmunology Research Group, Department of Biochemistry, Eötvös Loránd University, Budapest, Hungary.
| | - E Szoke
- Department of Pharmacology and Pharmacotherapy, Medical School, University of Pécs, Hungary; Centre for Neuroscience, Szentágothai Research Center, University of Pécs, Pécs, Hungary.
| | - E Pinter
- Department of Pharmacology and Pharmacotherapy, Medical School, University of Pécs, Hungary; Centre for Neuroscience, Szentágothai Research Center, University of Pécs, Pécs, Hungary.
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Kamoun A, de Reyniès A, Allory Y, Sjödahl G, Robertson AG, Seiler R, Hoadley KA, Groeneveld CS, Al-Ahmadie H, Choi W, Castro MAA, Fontugne J, Eriksson P, Mo Q, Kardos J, Zlotta A, Hartmann A, Dinney CP, Bellmunt J, Powles T, Malats N, Chan KS, Kim WY, McConkey DJ, Black PC, Dyrskjøt L, Höglund M, Lerner SP, Real FX, Radvanyi F, Aine M, Bernard-Pierrot I, Czerniak B, Gibb EA, Kim J, Kwiatkowski DJ, Lebret T, Liedberg F, Siefker-Radtke AA, Sirab N, Taber A, Weinstein JN. Reply To Kenneth B. Yatai, Mark J. Dunning, Dennis Wang. Consensus Genomic Subtypes of Muscle-invasive Bladder Cancer: A Step in the Right Direction but Still a Long Way To Go. Eur Urol 2020;77:434-5. Eur Urol 2020; 77:436-438. [PMID: 32037144 DOI: 10.1016/j.eururo.2019.12.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Accepted: 12/17/2019] [Indexed: 11/26/2022]
Affiliation(s)
- Aurélie Kamoun
- Cartes d'Identité des Tumeurs (CIT) Program, Ligue Nationale Contre le Cancer, Paris, France.
| | - Aurélien de Reyniès
- Cartes d'Identité des Tumeurs (CIT) Program, Ligue Nationale Contre le Cancer, Paris, France
| | - Yves Allory
- Department of Pathology, Institut Curie, Saint-Cloud, France; Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Gottfrid Sjödahl
- Division of Urological Research, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden
| | - A Gordon Robertson
- Canada's Michael Smith Genome Sciences Center, BC Cancer Agency, Vancouver, BC, Canada
| | - Roland Seiler
- Department of Urology, Bern University Hospital, Bern, Switzerland
| | - Katherine A Hoadley
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Clarice S Groeneveld
- Cartes d'Identité des Tumeurs (CIT) Program, Ligue Nationale Contre le Cancer, Paris, France; Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris, France; Bioinformatics and Systems Biology Laboratory, Federal University of Paraná, Polytechnic Center, Curitiba, Brazil
| | - Hikmat Al-Ahmadie
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Woonyoung Choi
- Johns Hopkins Greenberg Bladder Cancer Institute and Brady Urological Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Mauro A A Castro
- Bioinformatics and Systems Biology Laboratory, Federal University of Paraná, Polytechnic Center, Curitiba, Brazil
| | - Jacqueline Fontugne
- Department of Pathology, Institut Curie, Saint-Cloud, France; Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Pontus Eriksson
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Qianxing Mo
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jordan Kardos
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alexandre Zlotta
- Division of Urology, Department of Surgery, University of Toronto, Mount Sinai Hospital and University Health Network, Toronto, ON, Canada
| | - Arndt Hartmann
- Institute of Pathology, University Erlangen-Nürnberg, Erlangen, Germany
| | - Colin P Dinney
- Department of Urology, University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joaquim Bellmunt
- Bladder Cancer Center, Dana-Farber/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Thomas Powles
- Barts Cancer Institute ECMC, Barts Health and the Royal Free NHS Trust, Queen Mary University of London, London, UK
| | - Núria Malats
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre (CNIO), CIBERONC, Madrid, Spain
| | - Keith S Chan
- Cedars-Sinai Samuel Oschin Cancer Institute, Los Angeles, CA, USA
| | - William Y Kim
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - David J McConkey
- Johns Hopkins Greenberg Bladder Cancer Institute and Brady Urological Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Peter C Black
- Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Mattias Höglund
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Seth P Lerner
- Scott Department of Urology, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Francisco X Real
- Epithelial Carcinogenesis Group, Spanish National Cancer Research Centre (CNIO), CIBERONC, Madrid, Spain
| | - François Radvanyi
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Mattias Aine
- Division of Molecular Hematology, Department of Laboratory Medicine, Faculty of Medicine, Lund University, Lund, Sweden
| | - Isabelle Bernard-Pierrot
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Bogdan Czerniak
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ewan A Gibb
- GenomeDx Biosciences Inc., Vancouver, BC, Canada
| | - Jaegil Kim
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - David J Kwiatkowski
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Thierry Lebret
- Department of Urology, University of Versailles-Saint-Quentin-en-Yvelines, Foch Hospital, Suresnes, France
| | - Fredrik Liedberg
- Division of Urological Research, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden
| | - A Arlene Siefker-Radtke
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nanor Sirab
- Department of Pathology, Institut Curie Hospital Group, Paris, France
| | - Ann Taber
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - John N Weinstein
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Manocha U, Kardos J, Selitsky S, Zhou M, Johnson SM, Breslauer C, Epstein JI, Kim WY, Wobker SE. RNA Expression Profiling of Lymphoepithelioma-Like Carcinoma of the Bladder Reveals a Basal-Like Molecular Subtype. Am J Pathol 2020; 190:134-144. [PMID: 31610173 PMCID: PMC6943801 DOI: 10.1016/j.ajpath.2019.09.007] [Citation(s) in RCA: 10] [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] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 08/13/2019] [Accepted: 09/05/2019] [Indexed: 12/26/2022]
Abstract
Lymphoepithelioma-like carcinoma of the bladder (LELC-B) is a rare subtype of urothelial carcinoma consisting of undifferentiated epithelial cells within a dense inflammatory cell infiltrate. We set out to molecularly characterize LELC-B through RNA expression profiling as well as immunohistochemistry (IHC) to understand its underlying biology. Sixteen cases of LELC-B were identified at Johns Hopkins University. RNA sequencing was performed on 14 cases. IHC staining for programmed cell death ligand 1 (PD-L1) and mismatch repair proteins MutL homolog 1 (MLH1), MutS homolog 2 (MSH2), MSH6, and PMS1 homolog, mismatch repair system component 2 (PMS2) was performed. Transcriptomic profiling of LELC-B showed that they are enriched in a basal-like phenotype, with 12 of 14 LELC-B cases correlating to the basal centroid of the bladder cancer analysis of subtypes by gene expression 47 (BASE47) predictive analysis of microarrays (PAM) classifier. Gene signature analysis confirmed the lymphocyte infiltration profile consistent with the histomorphology. LELC-B lacked features to explain the robust lymphocytic infiltrate, such as loss of mismatch repair protein expression or expression of Epstein-Barr virus transcripts. Nonetheless, PD-L1 IHC was positive in 93% of LELC cases. Our study demonstrates that LELC-B tumors are enriched in a basal-like molecular subtype and share a high level of immune infiltration and PD-L1 expression, similar to basal tumors. The basal-like phenotype is consistent with the known sensitivity of LELC-B to chemotherapy and suggests that immune checkpoint therapy should be explored in this rare disease.
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Affiliation(s)
- Ujjawal Manocha
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - Jordan Kardos
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - Sara Selitsky
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - Mi Zhou
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - Steven M Johnson
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Cori Breslauer
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Jonathan I Epstein
- Departments of Pathology, Urology and Oncology, Johns Hopkins Hospitals, Baltimore, Maryland
| | - William Y Kim
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina; Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina; Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Sara E Wobker
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina; Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
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Kamoun A, de Reyniès A, Allory Y, Sjödahl G, Robertson AG, Seiler R, Hoadley KA, Groeneveld CS, Al-Ahmadie H, Choi W, Castro MAA, Fontugne J, Eriksson P, Mo Q, Kardos J, Zlotta A, Hartmann A, Dinney CP, Bellmunt J, Powles T, Malats N, Chan KS, Kim WY, McConkey DJ, Black PC, Dyrskjøt L, Höglund M, Lerner SP, Real FX, Radvanyi F. A Consensus Molecular Classification of Muscle-invasive Bladder Cancer. Eur Urol 2019; 77:420-433. [PMID: 31563503 PMCID: PMC7690647 DOI: 10.1016/j.eururo.2019.09.006] [Citation(s) in RCA: 644] [Impact Index Per Article: 128.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 09/02/2019] [Indexed: 01/10/2023]
Abstract
Background: Muscle-invasive bladder cancer (MIBC) is a molecularly diverse disease with heterogeneous clinical outcomes. Several molecular classifications have been proposed, but the diversity of their subtype sets impedes their clinical application. Objective: To achieve an international consensus on MIBC molecular subtypes that reconciles the published classification schemes. Design, setting, and participants: We used 1750 MIBC transcriptomic profiles from 16 published datasets and two additional cohorts. Outcome measurements and statistical analysis: We performed a network-based analysis of six independent MIBC classification systems to identify a consensus set of molecular classes. Association with survival was assessed using multivariable Cox models. Results and limitations: We report the results of an international effort to reach a consensus on MIBC molecular subtypes. We identified a consensus set of six molecular classes: luminal papillary (24%), luminal nonspecified (8%), luminal unstable (15%), stroma-rich (15%), basal/squamous (35%), and neuroendocrine-like (3%). These consensus classes differ regarding underlying oncogenic mechanisms, infiltration by immune and stromal cells, and histological and clinical characteristics, including outcomes. We provide a single-sample classifier that assigns a consensus class label to a tumor sample’s transcriptome. Limitations of the work are retrospective clinical data collection and a lack of complete information regarding patient treatment. Conclusions: This consensus system offers a robust framework that will enable testing and validation of predictive biomarkers in future prospective clinical trials. Patient summary: Bladder cancers are heterogeneous at the molecular level, and scientists have proposed several classifications into sets of molecular classes. While these classifications may be useful to stratify patients for prognosis or response to treatment, a consensus classification would facilitate the clinical use of molecular classes. Conducted by multidisciplinary expert teams in the field, this study proposes such a consensus and provides a tool for applying the consensus classification in the clinical setting.
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Affiliation(s)
- Aurélie Kamoun
- Cartes d'Identité des Tumeurs (CIT) Program, Ligue Nationale Contre le Cancer, Paris, France.
| | - Aurélien de Reyniès
- Cartes d'Identité des Tumeurs (CIT) Program, Ligue Nationale Contre le Cancer, Paris, France
| | - Yves Allory
- Department of Pathology, Institut Curie, Saint-Cloud, France; Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Gottfrid Sjödahl
- Division of Urological Research, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden
| | - A Gordon Robertson
- Canada's Michael Smith Genome Sciences Center, BC Cancer Agency, Vancouver, BC, Canada
| | - Roland Seiler
- Department of Urology, Bern University Hospital, Bern, Switzerland
| | - Katherine A Hoadley
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Clarice S Groeneveld
- Cartes d'Identité des Tumeurs (CIT) Program, Ligue Nationale Contre le Cancer, Paris, France; Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris, France; Bioinformatics and Systems Biology Laboratory, Federal University of Paraná, Polytechnic Center, Curitiba, Brazil
| | - Hikmat Al-Ahmadie
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Woonyoung Choi
- Johns Hopkins Greenberg Bladder Cancer Institute and Brady Urological Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Mauro A A Castro
- Bioinformatics and Systems Biology Laboratory, Federal University of Paraná, Polytechnic Center, Curitiba, Brazil
| | - Jacqueline Fontugne
- Department of Pathology, Institut Curie, Saint-Cloud, France; Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Pontus Eriksson
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Qianxing Mo
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jordan Kardos
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alexandre Zlotta
- Division of Urology, Department of Surgery, University of Toronto, Mount Sinai Hospital and University Health Network, Toronto, ON, Canada
| | - Arndt Hartmann
- Institute of Pathology, University Erlangen-Nürnberg, Erlangen, Germany
| | - Colin P Dinney
- Department of Urology, University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Cancer Biology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joaquim Bellmunt
- Bladder Cancer Center, Dana-Farber/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Thomas Powles
- Barts Cancer Institute ECMC, Barts Health and the Royal Free NHS Trust, Queen Mary University of London, London, UK
| | - Núria Malats
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre (CNIO), CIBERONC, Madrid, Spain
| | - Keith S Chan
- Cedars-Sinai Samuel Oschin Cancer Institute, Los Angeles, CA, USA
| | - William Y Kim
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - David J McConkey
- Johns Hopkins Greenberg Bladder Cancer Institute and Brady Urological Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Peter C Black
- Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Mattias Höglund
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Seth P Lerner
- Scott Department of Urology, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Francisco X Real
- Epithelial Carcinogenesis Group, Spanish National Cancer Research Centre (CNIO), CIBERONC, Madrid, Spain
| | - François Radvanyi
- Institut Curie, PSL Research University, CNRS, UMR144, Equipe Labellisée Ligue Contre le Cancer, Paris, France
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7
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Michaelis M, Hildebrand N, Meißner RH, Wurzler N, Li Z, Hirst JD, Micsonai A, Kardos J, Delle Piane M, Colombi Ciacchi L. Impact of the Conformational Variability of Oligopeptides on the Computational Prediction of Their CD Spectra. J Phys Chem B 2019; 123:6694-6704. [DOI: 10.1021/acs.jpcb.9b03932] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- M. Michaelis
- Faculty of Production Engineering, Bremen Center for Computational Materials Science, Center for Environmental Research and Sustainable Technology (UFT), and MAPEX Center for Materials and Processes, Hybrid Materials Interfaces Group, University of Bremen, Am Fallturm 1, Bremen 28359, Germany
- Biomolecular and Materials Interface Research Group, Interdisciplinary Biomedical Research Centre, School of Science and Technology, Nottingham Trent University, Clifton Lane, Nottingham NG11 8NS, United Kingdom
| | - N. Hildebrand
- Faculty of Production Engineering, Bremen Center for Computational Materials Science, Center for Environmental Research and Sustainable Technology (UFT), and MAPEX Center for Materials and Processes, Hybrid Materials Interfaces Group, University of Bremen, Am Fallturm 1, Bremen 28359, Germany
| | - R. H. Meißner
- Faculty of Production Engineering, Bremen Center for Computational Materials Science, Center for Environmental Research and Sustainable Technology (UFT), and MAPEX Center for Materials and Processes, Hybrid Materials Interfaces Group, University of Bremen, Am Fallturm 1, Bremen 28359, Germany
| | - N. Wurzler
- Faculty of Production Engineering, Bremen Center for Computational Materials Science, Center for Environmental Research and Sustainable Technology (UFT), and MAPEX Center for Materials and Processes, Hybrid Materials Interfaces Group, University of Bremen, Am Fallturm 1, Bremen 28359, Germany
| | - Z. Li
- School of Chemistry, University of Nottingham, University Park, Nottingham NG7 2RD, United Kingdom
| | - J. D. Hirst
- School of Chemistry, University of Nottingham, University Park, Nottingham NG7 2RD, United Kingdom
| | - A. Micsonai
- Department of Biochemistry, ELTE Eötvös Loránd University, Pázmány Péter sétány 1/C, Budapest H-1117, Hungary
| | - J. Kardos
- Department of Biochemistry, ELTE Eötvös Loránd University, Pázmány Péter sétány 1/C, Budapest H-1117, Hungary
| | - M. Delle Piane
- Faculty of Production Engineering, Bremen Center for Computational Materials Science, Center for Environmental Research and Sustainable Technology (UFT), and MAPEX Center for Materials and Processes, Hybrid Materials Interfaces Group, University of Bremen, Am Fallturm 1, Bremen 28359, Germany
| | - L. Colombi Ciacchi
- Faculty of Production Engineering, Bremen Center for Computational Materials Science, Center for Environmental Research and Sustainable Technology (UFT), and MAPEX Center for Materials and Processes, Hybrid Materials Interfaces Group, University of Bremen, Am Fallturm 1, Bremen 28359, Germany
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8
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Gao Y, Kardos J, Yang Y, Tamir TY, Mutter-Rottmayer E, Weissman B, Major MB, Kim WY, Vaziri C. The Cancer/Testes (CT) Antigen HORMAD1 promotes Homologous Recombinational DNA Repair and Radioresistance in Lung adenocarcinoma cells. Sci Rep 2018; 8:15304. [PMID: 30333500 PMCID: PMC6192992 DOI: 10.1038/s41598-018-33601-w] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [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: 06/12/2018] [Accepted: 10/01/2018] [Indexed: 12/24/2022] Open
Abstract
The Cancer/Testes (CT) Antigen HORMAD1 is germ cell-restricted and plays developmental roles in generation and processing of meiotic DNA Double Strand Breaks (DSB). Many tumors aberrantly overexpress HORMAD1 yet the potential impact of this CT antigen on cancer biology is unclear. We tested a potential role of HORMAD1 in genome maintenance in lung adenocarcinoma cells. We show that HORMAD1 re-distributes to nuclear foci and co-localizes with the DSB marker γH2AX in response to ionizing radiation (IR) and chemotherapeutic agents. The HORMA domain and C-term disordered oligomerization motif are necessary for localization of HORMAD1 to IR-induced foci (IRIF). HORMAD1-depleted cells are sensitive to IR and camptothecin. In reporter assays, Homologous Recombination (HR)-mediated repair of targeted ISce1-induced DSBs is attenuated in HORMAD1-depleted cells. In Non-Homologous End Joining (NHEJ) reporter assays, HORMAD1-depletion does not affect repair of ISce1-induced DSB. Early DSB signaling events (including ATM phosphorylation and formation of γH2AX, 53BP1 and NBS1 foci) are intact in HORMAD1-depleted cells. However, generation of RPA-ssDNA foci and redistribution of RAD51 to DSB are compromised in HORMAD1-depleted cells, suggesting that HORMAD1 promotes DSB resection. HORMAD1-mediated HR is a neomorphic activity that is independent of its meiotic partners (including HORMAD2 and CCDC36. Bioinformatic analysis of TCGA data show that similar to known HR pathway genes HORMAD1 is overexpressed in lung adenocarcinomas. Overexpression of HR genes is associated with specific mutational profiles (including copy number variation). Taken together, we identify HORMAD1-dependent DSB repair as a new mechanism of radioresistance and a probable determinant of mutability in lung adenocarcinoma.
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Affiliation(s)
- Yanzhe Gao
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, 614 Brinkhous-Bullitt Building, Chapel Hill, NC, 27599, USA
| | - Jordan Kardos
- Lineberger Comprehensive Cancer Center, Curriculum in Genetics and Molecular Biology, and Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Yang Yang
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, 614 Brinkhous-Bullitt Building, Chapel Hill, NC, 27599, USA
| | - Tigist Y Tamir
- Department of Cell Biology and Physiology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Elizabeth Mutter-Rottmayer
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, 614 Brinkhous-Bullitt Building, Chapel Hill, NC, 27599, USA
| | - Bernard Weissman
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, 614 Brinkhous-Bullitt Building, Chapel Hill, NC, 27599, USA.,Lineberger Comprehensive Cancer Center, Curriculum in Genetics and Molecular Biology, and Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Michael B Major
- Department of Cell Biology and Physiology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - William Y Kim
- Lineberger Comprehensive Cancer Center, Curriculum in Genetics and Molecular Biology, and Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Cyrus Vaziri
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, 614 Brinkhous-Bullitt Building, Chapel Hill, NC, 27599, USA. .,Lineberger Comprehensive Cancer Center, Curriculum in Genetics and Molecular Biology, and Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, NC, 27599, USA.
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9
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Rose TL, Chism DD, Alva AS, Deal AM, Maygarden SJ, Whang YE, Kardos J, Drier A, Basch E, Godley PA, Dunn MW, Kim WY, Milowsky MI. Phase II trial of palbociclib in patients with metastatic urothelial cancer after failure of first-line chemotherapy. Br J Cancer 2018; 119:801-807. [PMID: 30293995 PMCID: PMC6189143 DOI: 10.1038/s41416-018-0229-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [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: 03/27/2018] [Revised: 07/09/2018] [Accepted: 07/19/2018] [Indexed: 12/31/2022] Open
Abstract
Background The majority of urothelial cancers (UC) harbor alterations in retinoblastoma (Rb) pathway genes that can lead to loss of Rb tumour suppressor function. Palbociclib is an oral, selective inhibitor of CDK 4/6 that restores Rb function and promotes cell cycle arrest. Methods In this phase II trial, patients with metastatic platinum-refractory UC molecularly selected for p16 loss and intact Rb by tumour immunohistochemistry received palbociclib 125 mg p.o. daily for 21 days of a 28-day cycle. Primary endpoint was progression-free survival at 4 months (PFS4) using a Simon’s two-stage design. Next-generation sequencing including Rb pathway alterations was conducted. Results Twelve patients were enrolled and two patients (17%) achieved PFS4 with insufficient activity to advance to stage 2. No responses were seen. Median PFS was 1.9 months (95% CI 1.8–3.7 months) and median overall survival was 6.3 months (95% CI 2.2–12.6 months). Fifty-eight percent of patients had grade ≥3 hematologic toxicity. There were no CDKN2A alterations found and no correlation of Rb pathway alterations with clinical outcome. Conclusions Palbociclib did not demonstrate meaningful activity in selected patients with platinum-refractory metastatic UC. Further development of palbociclib should only be considered with improved integral biomarker selection or in rational combination with other therapies.
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Affiliation(s)
- Tracy L Rose
- Division of Hematology/Oncology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - David D Chism
- Division of Hematology and Oncology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ajjai S Alva
- Division of Hematology/Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Allison M Deal
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Susan J Maygarden
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Young E Whang
- Division of Hematology/Oncology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jordan Kardos
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Anthony Drier
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Ethan Basch
- Division of Hematology/Oncology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Paul A Godley
- Division of Hematology/Oncology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Mary W Dunn
- Division of Hematology/Oncology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - William Y Kim
- Division of Hematology/Oncology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Matthew I Milowsky
- Division of Hematology/Oncology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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10
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Kardos J, Bixby L, Truong A, Krishnan B, Stewart K, Vincent B, Kim W. Abstract 2749: Effects of subtype specific chemotherapeutic immunomodulation in bladder cancer. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-2749] [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
In patients with bladder cancer, programmed death-ligand-1 (PD-L1) and programmed death-1 (PD-1) inhibitors have been shown to be effective in around twenty percent of patients, and there is evidence indicating that the level of immune infiltration and immune suppression within the tumor microenvironment correlates with response to these treatments. We have previously shown that there are intrinsic subtypes of bladder cancer, with the basal subtype characterized by high levels of immune infiltration, and the luminal subtype characterized by immune exclusion. Here we show that treatment with current standard of care chemotherapeutic agents has a subtype specific effect on the tumor microenvironment. Cisplatin-based chemotherapeutic treatment of luminal tumors induces a mesenchymal phenotype, immune infiltration, and a transition to a more basal-like tumor, while not altering these characteristics of the tumor microenvironment in basal tumors. Two of the most widely used standard of care chemotherapeutic regiments are Cisplatin-Gemcitabine (GemCis) and Methotrexate-Vinblastine-Doxorubicin-Cisplatin (MVAC), and we show that MVAC treatment induces significant immune infiltration within the luminal subtype while GemCis treatment does not, indicating there are treatment specific effects on the immune microenvironment. Furthermore, using mouse models of bladder cancer previously developed by our lab that accurately reflect the basal and luminal subtypes of bladder cancer, treatment with a representative chemotherapeutic regimen induced immune infiltration in the luminal mouse model while not affecting the tumor immune microenvironment in the basal mouse model. These results indicate chemotherapeutic regimens have subtype specific effects on the tumor microenvironment which could potentially be used to increase the efficacy of immune checkpoint inhibitors.
Citation Format: Jordan Kardos, Lisa Bixby, Andrew Truong, Bhavani Krishnan, Kyle Stewart, Benjamin Vincent, William Kim. Effects of subtype specific chemotherapeutic immunomodulation in bladder cancer [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 2749.
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Affiliation(s)
- Jordan Kardos
- University of North Carolina-Chapel Hill, Chapel Hill, NC
| | - Lisa Bixby
- University of North Carolina-Chapel Hill, Chapel Hill, NC
| | - Andrew Truong
- University of North Carolina-Chapel Hill, Chapel Hill, NC
| | | | - Kyle Stewart
- University of North Carolina-Chapel Hill, Chapel Hill, NC
| | | | - William Kim
- University of North Carolina-Chapel Hill, Chapel Hill, NC
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11
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Stewart KG, Truong AS, Krishnan B, Zhou M, Saito R, Kardos J, Manocha U, Bailey ST, Kim WY. Abstract 2748: Antitumor activity of HDAC inhibition in bladder cancer mouse models correlates with enhanced immune response. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-2748] [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
Aberrant chromatin remodeling by epigenetic modifier proteins such as histone deacetylases (HDACs) is common within many types of cancer, including muscle-invasive bladder cancer (MIBC). The removal of acetyl groups from the lysine residues of histones leads to transcriptional silencing that promotes tumor growth and potentially enhances cancer cells' ability to evade the host immune response. Therefore, HDACs present themselves as attractive targets for cancer therapy. Histone deacetylase inhibitors (HDACi) demonstrate broad anti-cancer activity. Many proposed mechanisms exist to explain their effects, including those that involve the immune system. Here, we evaluated the efficacy and transcriptional effects of entinostat, a selective class 1 HDAC inhibitor (HDAC1 and HDAC3), in a novel preclinical murine model of high-grade MIBC.
BBN963 cells were derived from a primary bladder cancer GEM, cultured, and implanted subcutaneously into immunocompetent C57BL/6 mice and immunodeficient NOD scid gamma (NSG) mice. Animals were randomized to control or entinostat treatment. Tumor volume was recorded weekly and fresh tissue collected for RNAseq and Ingenuity Pathway Analysis (IPA). Entinostat exhibited in vivo activity in the BBN963 model in both C57BL/6 and NSG mice, however the anti-tumor response in B6 mice was significantly greater than the observed response in NSG mice. RNAseq analysis on tumor tissue collected from NSG mice indicated that entinostat treated tumors had distinct gene expression changes. Comparison of control to entinostat treated tumors revealed 4987 genes were significantly upregulated and 4112 genes were significantly downregulated (p-value < 0.05). IPA contextualized these changes as an enhanced inflammatory response, as indicated by increased expression of upstream regulators TGFβ, LPS, and IFNγ. Additionally, hierarchical clustering using established immune gene signatures stratified entinostat treated and untreated tumors into two distinct groups.
Our results suggest that the anti-cancer properties of entinostat are in part immunologically mediated. BBN963 tumors in B6 mice displayed a more robust therapeutic response compared to their NSG counterparts. Transcriptional analysis of the tumor tissue indicated significant differences in immune gene signature levels as well as inflammatory pathway activation. Therefore, an intact immune system appears critical to achieve a maximal therapeutic response observed with HDAC inhibition. Together these results lay the foundation for further elucidating entinostat's mechanism of action in the context of high-grade MIBC.
Citation Format: Kyle G. Stewart, Andrew S. Truong, Bhavani Krishnan, Mi Zhou, Ryoichi Saito, Jordan Kardos, Ujjawal Manocha, Sean T. Bailey, William Y. Kim. Antitumor activity of HDAC inhibition in bladder cancer mouse models correlates with enhanced immune response [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 2748.
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Affiliation(s)
- Kyle G. Stewart
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | | | - Mi Zhou
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Ryoichi Saito
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jordan Kardos
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Ujjawal Manocha
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Sean T. Bailey
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - William Y. Kim
- University of North Carolina at Chapel Hill, Chapel Hill, NC
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12
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Saito R, Smith CC, Utsumi T, Bixby LM, Kardos J, Wobker SE, Stewart KG, Chai S, Manocha U, Byrd KM, Damrauer JS, Williams SE, Vincent BG, Kim WY. Molecular Subtype-Specific Immunocompetent Models of High-Grade Urothelial Carcinoma Reveal Differential Neoantigen Expression and Response to Immunotherapy. Cancer Res 2018; 78:3954-3968. [PMID: 29784854 DOI: 10.1158/0008-5472.can-18-0173] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Revised: 02/22/2018] [Accepted: 05/03/2018] [Indexed: 12/31/2022]
Abstract
High-grade urothelial cancer contains intrinsic molecular subtypes that exhibit differences in underlying tumor biology and can be divided into luminal-like and basal-like subtypes. We describe here the first subtype-specific murine models of bladder cancer and show that Upk3a-CreERT2; Trp53L/L; PtenL/L; Rosa26LSL-Luc (UPPL, luminal-like) and BBN (basal-like) tumors are more faithful to human bladder cancer than the widely used MB49 cells. Following engraftment into immunocompetent C57BL/6 mice, BBN tumors were more responsive to PD-1 inhibition than UPPL tumors. Responding tumors within the BBN model showed differences in immune microenvironment composition, including increased ratios of CD8+:CD4+ and memory:regulatory T cells. Finally, we predicted and confirmed immunogenicity of tumor neoantigens in each model. These UPPL and BBN models will be a valuable resource for future studies examining bladder cancer biology and immunotherapy.Significance: This work establishes human-relevant mouse models of bladder cancer. Cancer Res; 78(14); 3954-68. ©2018 AACR.
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Affiliation(s)
- Ryoichi Saito
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Christof C Smith
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Department of Microbiology/Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Takanobu Utsumi
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Lisa M Bixby
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Jordan Kardos
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Sara E Wobker
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kyle G Stewart
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Shengjie Chai
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Curriculum in Bioinformatics and Computational Biology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Ujjawal Manocha
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kevin M Byrd
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Jeffrey S Damrauer
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Scott E Williams
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina. .,Department of Microbiology/Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Department of Medicine, Division of Hematology/Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - William Y Kim
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina. .,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Department of Medicine, Division of Hematology/Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Department of Urology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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13
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Rose TL, Chism DD, Alva AS, Deal AM, Maygarden S, Whang YE, Kardos J, Drier A, Kim WY, Milowsky MI. Phase II trial of palbociclib (PD-0332991) in patients with metastatic urothelial cancer (UC) after failure of first-line chemotherapy. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.6_suppl.500] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
500 Background: UC is a common malignancy with poor outcomes in patients with metastatic disease. The majority of urothelial cancers harbor alterations in key retinoblastoma (Rb) pathway genes with CDKN2A alterations in approximately 35% of tumors, leading to loss of Rb tumor suppressor function with subsequent cell cycle progression and unchecked cell proliferation. Palbociclib is an oral, selective inhibitor of CDK4/6 that prevents Rb phosphorylation to promote cell cycle arrest. Methods: In this phase II trial, biomarker-selected (p16 loss and intact Rb by tumor immunohistochemistry [IHC]) patients with metastatic platinum-refractory UC received palbociclib 125mg po daily for 21 days of a 28-day cycle. The primary endpoint was progression-free survival at 4 months (PFS4) using a Simon’s two-stage design. Prespecified tumor analysis with next generation sequencing (NGS) including Rb pathway alterations was conducted. Results: 12 patients (67% male, median age 68 years) were enrolled. Post-platinum prognostic factors included hemoglobin < 10 g/dL, 17%; liver metastases, 0%; median time from prior therapy, 5.0 months; and Eastern Cooperative Oncology Group performance status < = 1, 92%. Overall, two of 12 patients (17%) achieved PFS4 with insufficient activity to advance to stage 2. 58% of patients had grade ≥3 hematologic toxicity with 25% grade 3 anemia and 17% grade 3 thrombocytopenia. Using NGS, the most frequently observed somatic mutations were ARID1A, MLL2, PIK3CA, and TP53 (55% for each). No patients had CDKN2A alterations, although the majority (82%) of patients had a cell cycle pathway alteration (CDKN1A 27%, CDKN2B 27%, E2F3 18%). There was no correlation between genomic alterations and clinical outcome. Conclusions: Palbociclib demonstrated limited activity in patients with platinum-refractory metastatic UC selected for p16 loss and intact Rb by IHC. Further development of palbociclib should only be considered with improved integral biomarker selection such as NGS or in rational combination with other therapies. Clinical trial information: NCT02334527.
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Affiliation(s)
| | - David D. Chism
- Vanderbilt University Ingram Cancer Center, Nashville, TN
| | | | | | | | - Young E. Whang
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jordan Kardos
- University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Anthony Drier
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - William Y. Kim
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC
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14
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Rose TL, Kardos J, Wobker S, Milowsky MI, Kim WY. Clinical and molecular characterization of urothelial cancer developing after pelvic radiation. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.6_suppl.518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
518 Background: The development of urothelial cancer (UC) after pelvic radiotherapy (RT) is an increasingly recognized phenomenon. Numerous studies show a relationship between ionizing radiation and urothelial dysplasia and DNA damage. It is not known if UC that develops after pelvic RT is associated with a distinct molecular signature, which could have treatment implications for this subset of UC. Methods: The University of North Carolina (UNC) Genitourinary Oncology Database was queried for cases of UC between 01/2012 and 06/2016 in patients with prior pelvic RT. Demographics, clinical stage, and details of prior RT were collected. Patients with available archival FFPE tumor tissue underwent next generation targeted exome sequencing per the UNCSeq pipeline. Somatic mutations and copy number alterations were analyzed. Total mutation burden (TMB) (mutations per total Megabase region of 30X coverage, mut/Mb) and insertion-to-deletion (indel) ratio was calculated. Wilcoxon rank sum was used to compare TMB and indel ratio of RT-associated cases with all cases of UC sequenced at UNC. Results: 38 patients with UC developing after prior pelvic RT were identified. 68% had muscle-invasive UC. Median age was 76. Prior RT was for the purpose of prostate cancer treatment in all patients. 26% had received external beam radiotherapy, 29% brachytherapy, and 16% both (29% unknown). Median time from RT to diagnosis of UC was 8 years. Ten patients with muscle-invasive UC had tumors available for sequencing. The most commonly identified somatic alterations were TP53 in 60%, RB1 40%, CREBBP 30%, ELF3 30%, HLA-DRB1 30%, KDM6A 30%, and MLL2 30%, including co-occurrence of TP53 and RB1 mutations in 30% of patients. The median TMB was 12.1 mut/Mb, significantly lower than the median TMB of 25.6 mut/Mb in all cases of UC sequenced at UNC (p = 0.006). The indel ratio was not different between the two groups (p = 0.11). Conclusions: UC that develops after pelvic RT is a frequent entity that occurs years after RT. Tumors of patients who received prior RT had a lower overall TMB than other UC tumors, suggesting that RT-induced UC may be a different entity than carcinogen-induced UC. Further studies should expand our analysis to confirm these findings.
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Affiliation(s)
| | - Jordan Kardos
- University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Sara Wobker
- University of North Carolina, Chapel Hill, NC
| | | | - William Y. Kim
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC
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15
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Nishijima TF, Kardos J, Chai S, Smith CC, Bortone DS, Selitsky SR, Parker JS, Sanoff HK, Lee MS, Vincent BG. Molecular and Clinical Characterization of a Claudin-Low Subtype of Gastric Cancer. JCO Precis Oncol 2017; 1:1-10. [DOI: 10.1200/po.17.00047] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose Claudin-low molecular subtypes have been identified in breast and bladder cancers and are characterized by low expression of claudins, enrichment for epithelial-to-mesenchymal transition (EMT), and tumor-initiating cell (TIC) features. We evaluated whether the claudin-low subtype also exists in gastric cancer. Materials and Methods Four hundred fifteen tumors from The Cancer Genome Atlas (TCGA) gastric cancer mRNA data set were clustered on the claudin, EMT, and TIC gene sets to identify claudin-low tumors. We derived a 24-gene predictor that classifies gastric cancer into claudin-low and non–claudin-low subtypes. This predictor was validated with the Asian Cancer Research Group (ACRG) data set. We characterized molecular and clinical features of claudin-low tumors. Results We identified 46 tumors that had consensus enrichment for claudin-low features in TCGA data set. Claudin-low tumors were most commonly diffuse histologic type (82%) and originally classified as TCGA genomically stable (GS) subtype (78%). Compared with GS subtype, claudin-low subtype had significant activation in Rho family of GTPases signaling, which appears to play a key role in its EMT and TIC properties. In the ACRG data set, 28 of 300 samples were classified as claudin-low tumors by the 24-gene predictor and were phenotypically similar to the initially derived claudin-low tumors. Clinically, claudin-low subtype had the worst overall survival. Of note, the hazard ratios that compared claudin-low versus GS subtype were 2.10 (95% CI, 1.07 to 4.11) in TCGA and 2.32 (95% CI, 1.18 to 4.55) in the ACRG cohorts, with adjustment for age and pathologic stage. Conclusion We identified a gastric claudin-low subtype that carries a poor prognosis likely related to therapeutic resistance as a result of its EMT and TIC phenotypes.
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Affiliation(s)
| | - Jordan Kardos
- All authors: University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Shengjie Chai
- All authors: University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Christof C. Smith
- All authors: University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Dante S. Bortone
- All authors: University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Sara R. Selitsky
- All authors: University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Joel S. Parker
- All authors: University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Hanna K. Sanoff
- All authors: University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Michael S. Lee
- All authors: University of North Carolina at Chapel Hill, Chapel Hill, NC
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16
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Kardos J, Wobker SE, Woods ME, Nielsen ME, Smith AB, Wallen EM, Pruthi RS, Hayward MC, McGinty KA, Grilley-Olson JE, Patel NM, Weck KE, Black P, Parker JS, Milowsky MI, Hayes DN, Kim WY. Comprehensive Molecular Characterization of Urachal Adenocarcinoma Reveals Commonalities With Colorectal Cancer, Including a Hypermutable Phenotype. JCO Precis Oncol 2017; 1:1700027. [PMID: 32913973 DOI: 10.1200/po.17.00027] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Purpose Urachal adenocarcinoma is a rare type of primary bladder adenocarcinoma that comprises less than 1% of all bladder cancers. The low incidence of urachal adenocarcinomas does not allow for an evidence-based approach to therapy. Transcriptome profiling of urachal adenocarcinomas has not been previously reported. We hypothesized that an in-depth molecular understanding of urachal adenocarcinoma would uncover rational therapeutic strategies. Patients and Methods We performed targeted exon sequencing and global transcriptome profiling of 12 urachal tumors to generate a comprehensive molecular portrait of urachal adenocarcinoma. A single patient with an MSH6 mutation was treated with the anti-programmed death-ligand 1 antibody, atezolizumab. Results Urachal adenocarcinoma closely resembles colorectal cancer at the level of RNA expression, which extends previous observations that urachal tumors harbor genomic alterations that are found in colorectal adenocarcinoma. A subset of tumors was found to have alterations in genes that are associated with microsatellite instability (MSH2 and MSH6) and hypermutation (POLE). A patient with an MSH6 mutation was treated with immune checkpoint blockade, which resulted in stable disease. Conclusion Because clinical trials are next to impossible for patients with rare tumors, precision oncology may be an important adjunct for treatment decisions. Our findings demonstrate that urachal adenocarcinomas molecularly resemble colorectal adenocarcinomas at the level of RNA expression, are the first report, to our knowledge, of MSH2 and MSH6 mutations in this disease, and support the consideration of immune checkpoint blockade as a rational therapeutic treatment of this exceedingly rare tumor.
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Affiliation(s)
- Jordan Kardos
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Sara E Wobker
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Michael E Woods
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Matthew E Nielsen
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Angela B Smith
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Eric M Wallen
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Raj S Pruthi
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Michele C Hayward
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Katrina A McGinty
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Juneko E Grilley-Olson
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Nirali M Patel
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Karen E Weck
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Peter Black
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Joel S Parker
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - Matthew I Milowsky
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - D Neil Hayes
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
| | - William Y Kim
- , , , , , , , , , , , , , , , and , University of North Carolina at Chapel Hill, Chapel Hill, NC; and , University of British Columbia, Vancouver, British Columbia, Canada
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Smith CC, Saito R, Bixby LM, Utsumi T, Kardos J, Chai S, Wobker SE, Krishnan B, Damrauer JS, Serody JS, Darr D, Vincent BG, Kim WY. Abstract 1654: Development of subtype specific mouse models of bladder cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-1654] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [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
Introduction: High-grade, muscle-invasive bladder cancer has recently been shown to harbor intrinsic molecular subtypes with distinct biologic features. Current murine models of bladder cancer, including the prominent carcinogen induced model MB49, do not account for subtype specific characteristics, leaving a gap in available tools for understanding subtype specific differences in bladder cancer. We have developed and validated immunocompetent, subtype specific models of bladder cancer, and we have used these models to assess differential responses to immune checkpoint inhibition.
Methods: Two distinct models of murine bladder cancer were developed in a C57BL/6 background. The UPPL models were generated through Pten/Trp53 conditional knockout in Uroplakin3a expressing cells. BBN models were generated through exposure of wild-type C57BL/6 mice to the carcinogen N-Butyl-N-(4-hydmoxybutyl)nitrosamine and subsequent generation of cell lines from spontaneous tumors. RNAseq was performed on several BBN and UPPL tumors and cell lines, with findings validated with flow cytometry and T/B cell receptor (TCR/BCR) amplicon sequencing of tumor infiltrating lymphocytes (TILs).
Results: BBN and UPPL models reflected characteristics of human basal and luminal bladder cancers, respectively. BBN (basal) models demonstrated higher immune gene signature expression, with concordantly higher numbers of TILs compared to the UPPL (luminal) model (p < 0.0001). Two BBN and two UPPL models were assessed for response to anti-PD-1 therapy in vivo as syngeneic tumors grown in wild type C57BL/6 mice. One of the BBN lines (BBN963) demonstrated robust control of tumor growth in some animals, including multiple complete responses (p = 0.0003), but also tumors that progressed, leading us to characterize BBN963 as a mixed response model. The marked response to PD-1 blockade in BBN963 was associated with significantly higher sharing of TCR CDR3 sequences among TILs compared to sequences of the other tumors (p = 0.003). In addition, analysis of BBN963 tumors by flow cytometry demonstrated naïve and memory T cell phenotypes correlated with increased and decreased tumor sizes, respectively. Closer examination of individual BBN963 tumor responses to PD-1 blockade revealed distinct responder and non-responder infiltrating immune cell phenotypes. Responders demonstrated a less diverse B cell repertoire (p = 0.0043) with increased BCR CDR3 sequence sharing (p < 0.0001).
Discussion: We have developed two unique classes of murine bladder cancer lines, UPPL and BBN, with gene expression and TIL profiles that closely correlate with human luminal and basal bladder cancers, respectively. The BBN and UPPL subtype specific models can serve as a tool for elucidating bladder cancer responses to immunotherapy. The mixed response of BBN963 tumors to PD-1 blockade should be an asset for assessing pathways mediating response to checkpoint blockade as well as the value of combination therapy. [C.S., R.S, B.V, W.K contributed equally to this work]
Citation Format: Christof C. Smith, Ryoichi Saito, Lisa M. Bixby, Takanobu Utsumi, Jordan Kardos, Shengjie Chai, Sara E. Wobker, Bhavani Krishnan, Jeffrey S. Damrauer, Jonathan S. Serody, David Darr, Benjamin G. Vincent, William Y. Kim. Development of subtype specific mouse models of bladder cancer [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 1654. doi:10.1158/1538-7445.AM2017-1654
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Affiliation(s)
| | - Ryoichi Saito
- 2Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Lisa M. Bixby
- 2Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | | | | | | | | | | | | | | | - David Darr
- 1UNC School of Medicine, Chapel Hill, NC
| | | | - William Y. Kim
- 2Lineberger Comprehensive Cancer Center, Chapel Hill, NC
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18
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Bailey ST, Smith AM, Kardos J, Wobker SE, Wilson HL, Krishnan B, Saito R, Lee HJ, Zhang J, Eaton SC, Williams LA, Manocha U, Peters DJ, Pan X, Carroll TJ, Felsher DW, Walter V, Zhang Q, Parker JS, Yeh JJ, Moffitt RA, Leung JY, Kim WY. MYC activation cooperates with Vhl and Ink4a/Arf loss to induce clear cell renal cell carcinoma. Nat Commun 2017; 8:15770. [PMID: 28593993 PMCID: PMC5472759 DOI: 10.1038/ncomms15770] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Accepted: 04/26/2017] [Indexed: 11/17/2022] Open
Abstract
Renal carcinoma is a common and aggressive malignancy whose histopathogenesis is incompletely understood and that is largely resistant to cytotoxic chemotherapy. We present two mouse models of kidney cancer that recapitulate the genomic alterations found in human papillary (pRCC) and clear cell RCC (ccRCC), the most common RCC subtypes. MYC activation results in highly penetrant pRCC tumours (MYC), while MYC activation, when combined with Vhl and Cdkn2a (Ink4a/Arf) deletion (VIM), produce kidney tumours that approximate human ccRCC. RNAseq of the mouse tumours demonstrate that MYC tumours resemble Type 2 pRCC, which are known to harbour MYC activation. Furthermore, VIM tumours more closely simulate human ccRCC. Based on their high penetrance, short latency, and histologic fidelity, these models of papillary and clear cell RCC should be significant contributions to the field of kidney cancer research. Renal cell carcinoma (RCC) is a common and aggressive malignancy. Here, the authors generate two mouse models of the most common RCC subtypes: the human papillary RCC through MYC activation and clear cell RCC through MYC activation combined with Vhl and Cdkn2a deletion.
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Affiliation(s)
- Sean T Bailey
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Aleisha M Smith
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Jordan Kardos
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Sara E Wobker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Pathology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Harper L Wilson
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Bhavani Krishnan
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Ryoichi Saito
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Hyo Jin Lee
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon 35015, Republic of Korea
| | - Jing Zhang
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Pathology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Samuel C Eaton
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Lindsay A Williams
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Ujjawal Manocha
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Dorien J Peters
- Department of Pathology, Leiden University Medical Center, Leiden 2333, The Netherlands
| | - Xinchao Pan
- Departments of Internal Medicine and Molecular Biology, UT Southwestern Medical Center, Dallas, Texas 75390, USA
| | - Thomas J Carroll
- Departments of Internal Medicine and Molecular Biology, UT Southwestern Medical Center, Dallas, Texas 75390, USA
| | - Dean W Felsher
- Department of Medicine, Stanford University School of Medicine, Palo Alto, California 94305-5151, USA
| | - Vonn Walter
- Department of Biochemistry and Molecular Biology, Penn State Milton S. Hershey College of Medicine, 500 University Drive, Hershey, Pennsylvania 17033, USA
| | - Qing Zhang
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Pathology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Joel S Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Jen Jen Yeh
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Richard A Moffitt
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - Janet Y Leung
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
| | - William Y Kim
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.,Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
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Seiler R, Ashab HAD, Erho N, van Rhijn BWG, Winters B, Douglas J, Van Kessel KE, Fransen van de Putte EE, Sommerlad M, Wang NQ, Choeurng V, Gibb EA, Palmer-Aronsten B, Lam LL, Buerki C, Davicioni E, Sjödahl G, Kardos J, Hoadley KA, Lerner SP, McConkey DJ, Choi W, Kim WY, Kiss B, Thalmann GN, Todenhöfer T, Crabb SJ, North S, Zwarthoff EC, Boormans JL, Wright J, Dall'Era M, van der Heijden MS, Black PC. Impact of Molecular Subtypes in Muscle-invasive Bladder Cancer on Predicting Response and Survival after Neoadjuvant Chemotherapy. Eur Urol 2017; 72:544-554. [PMID: 28390739 DOI: 10.1016/j.eururo.2017.03.030] [Citation(s) in RCA: 545] [Impact Index Per Article: 77.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2017] [Accepted: 03/21/2017] [Indexed: 12/21/2022]
Abstract
BACKGROUND An early report on the molecular subtyping of muscle-invasive bladder cancer (MIBC) by gene expression suggested that response to neoadjuvant chemotherapy (NAC) varies by subtype. OBJECTIVE To investigate the ability of molecular subtypes to predict pathological downstaging and survival after NAC. DESIGN, SETTING, AND PARTICIPANTS Whole transcriptome profiling was performed on pre-NAC transurethral resection specimens from 343 patients with MIBC. Samples were classified according to four published molecular subtyping methods. We developed a single-sample genomic subtyping classifier (GSC) to predict consensus subtypes (claudin-low, basal, luminal-infiltrated and luminal) with highest clinical impact in the context of NAC. Overall survival (OS) according to subtype was analyzed and compared with OS in 476 non-NAC cases (published datasets). INTERVENTION Gene expression analysis was used to assign subtypes. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Receiver-operating characteristics were used to determine the accuracy of GSC. The effect of GSC on survival was estimated by Cox proportional hazard regression models. RESULTS AND LIMITATIONS The models generated subtype calls in expected ratios with high concordance across subtyping methods. GSC was able to predict four consensus molecular subtypes with high accuracy (73%), and clinical significance of the predicted consensus subtypes could be validated in independent NAC and non-NAC datasets. Luminal tumors had the best OS with and without NAC. Claudin-low tumors were associated with poor OS irrespective of treatment regimen. Basal tumors showed the most improvement in OS with NAC compared with surgery alone. The main limitations of our study are its retrospective design and comparison across datasets. CONCLUSIONS Molecular subtyping may have an impact on patient benefit to NAC. If validated in additional studies, our results suggest that patients with basal tumors should be prioritized for NAC. We discovered the first single-sample classifier to subtype MIBC, which may be suitable for integration into routine clinical practice. PATIENT SUMMARY Different molecular subtypes can be identified in muscle-invasive bladder cancer. Although cisplatin-based neoadjuvant chemotherapy improves patient outcomes, we identified that the benefit is highest in patients with basal tumors. Our newly discovered classifier can identify these molecular subtypes in a single patient and could be integrated into routine clinical practice after further validation.
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Affiliation(s)
- Roland Seiler
- Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada; Department of Urology, University of Bern, Bern, Switzerland
| | | | - Nicholas Erho
- GenomeDx Biosciences, Inc., Vancouver, British Columbia, Canada
| | - Bas W G van Rhijn
- Department of Surgical Oncology, Division of Urology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Brian Winters
- Department of Urology, University of Washington School of Medicine, Seattle, Washington, USA
| | - James Douglas
- Department of Urology, University Hospital of Southampton, Hampshire, UK
| | - Kim E Van Kessel
- Department of Pathology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Elisabeth E Fransen van de Putte
- Department of Surgical Oncology, Division of Urology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Matthew Sommerlad
- Department of Urology, University Hospital of Southampton, Hampshire, UK
| | - Natalie Q Wang
- GenomeDx Biosciences, Inc., Vancouver, British Columbia, Canada
| | - Voleak Choeurng
- GenomeDx Biosciences, Inc., Vancouver, British Columbia, Canada
| | - Ewan A Gibb
- GenomeDx Biosciences, Inc., Vancouver, British Columbia, Canada
| | | | - Lucia L Lam
- GenomeDx Biosciences, Inc., Vancouver, British Columbia, Canada
| | | | - Elai Davicioni
- GenomeDx Biosciences, Inc., Vancouver, British Columbia, Canada
| | - Gottfrid Sjödahl
- Division of Urological Research, Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Jordan Kardos
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Katherine A Hoadley
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Seth P Lerner
- Scott Department of Urologic Oncology, Baylor College of Medicine, Houston, Texas, USA
| | - David J McConkey
- Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Woonyoung Choi
- Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - William Y Kim
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Bernhard Kiss
- Department of Urology, University of Bern, Bern, Switzerland
| | | | - Tilman Todenhöfer
- Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Simon J Crabb
- Department of Medical Oncology, University Hospital of Southampton, Hampshire, UK
| | - Scott North
- Cross Cancer Institute, Department of Oncology, University of Alberta Edmonton, Alberta, Canada
| | - Ellen C Zwarthoff
- Department of Pathology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Joost L Boormans
- Department of Urology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Jonathan Wright
- Department of Urology, University of Washington School of Medicine, Seattle, Washington, USA
| | - Marc Dall'Era
- UC Davis Comprehensive Cancer Center, Sacramento, California, USA
| | - Michiel S van der Heijden
- Department of Surgical Oncology, Division of Urology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Peter C Black
- Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada.
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Seiler R, Al Deen Ashab H, Erho N, van Rhijn BW, Winters B, Douglas J, Van Kessel K, Fransen van de Putte EE, Sommerlad M, Wang Q, Choeurng V, Gibb EA, Palmer-Aronsten B, Lam LL, Buerki C, Davicioni E, Sjödahl G, Kardos J, Hoadley KA, Lerner SP, McConkey DJ, Choi W, Kim WY, Kiss B, Thalmann GN, Todenhöfer T, Crabb SJ, North S, Zwarthoff EC, Boormans JL, Wright J, Dall'Era M, van der Heijden MS, Black PC. MP34-01 MOLECULAR SUBTYPES OF MUSCLE INVASIVE BLADDER CANCER ARE RELATED TO BENEFIT FROM NEOADJUVANT CHEMOTHERAPY: DEVELOPMENT OF A SINGLE SAMPLE PATIENT ASSAY. J Urol 2017. [DOI: 10.1016/j.juro.2017.02.1018] [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: 10/19/2022]
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Nishijima TF, Kardos J, Chai S, Smith CC, Bortone DS, Mose LE, Selitsky SR, Sanoff HK, Parker JS, Lee MS, Vincent BG. Molecular and clinical characterization of a claudin (CLDN)-low subtype of gastric cancer (GC). J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.4_suppl.67] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
67 Background: A CLDN-low subtype has been identified in breast and bladder cancers and is characterized by low expression of tight junction proteins CLDN, enrichment for epithelial-to-mesenchymal transition (EMT) and tumor initiating cell (TIC) features. Given the genomically stable (GS) subtype of GC defined by TCGA has features suggestive of CLDN-low tumors, we evaluated whether the CLDN-low subtype also exists in GC. Methods: 415 tumors from TCGA GC mRNA dataset were clustered on the CLDN, EMT and TIC gene sets with significance testing using SigClust2 to identify CLDN-low GC. A minimal set of genes that could accurately classify CLDN-low GC was defined by prediction analysis of microarrays (PAM). Tumors identified by SigClust2 or the PAM were called CLDN-low GC regardless of the original subtype call. The 300 GCs in the Asian Cancer Research Group (ACRG) dataset [GSE62254] were used to validate the predictor. We characterized clinical and molecular (gene expression, mutation and copy number alteration) features of CLDN-low GC. Results: We identified 46 tumors that had consensus enrichment for CLDN-low features in TCGA. CLDN-low tumors were most commonly diffuse (35/42=83%, 4 tumors=mixed) and GS (36/46=78%). CLDN-low GC showed high expression of immune gene signatures including T and NK cell signatures, but not an immunosuppression signature. Compared to GS subtype, CLDN-low GC had increased frequency of CD44, GATA4, and GATA6 amplification. In ACRG, 28/300 GCs were CLDN-low using the PAM predictor. The CLDN-low GC in ACRG was phenotypically similar to the CLDN-low GC in TCGA based on the CLDN, EMT and TIC gene signatures. Clinically, CLDN-low GC was associated with the shortest overall survival of the 5 subtypes (CLDN-low plus TCGA defined 4 subtypes). Notably, a hazard ratio comparing CLDN-low GC vs GS was 2.10 (95%CI; 1.07-4.11) in TCGA and 2.32 (95%CI; 1.18-4.55) in ACRG cohort, adjusting for age and pathological stage. Conclusions: We identified a CLDN-low GC which has a poor prognosis likely related to the resistance to conventional chemotherapy due to its EMT and TIC-like properties. Further development of targeted therapies against these molecular features is warranted to improve the outcome of CLDN-low GC.
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Affiliation(s)
- Tomohiro F. Nishijima
- University of North Carolina/Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Jordan Kardos
- University of North Carolina/Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Shengjie Chai
- University of North Carolina/Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Christof C Smith
- University of North Carolina/Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Dante S. Bortone
- University of North Carolina/Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Lisle E. Mose
- University of North Carolina/Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Sara R. Selitsky
- University of North Carolina/Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Hanna Kelly Sanoff
- University of North Carolina/Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Joel S. Parker
- University of North Carolina/Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Michael Sangmin Lee
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
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Vincent BG, Kim W, Kardos J, Chai S, Parker J, Mose L, Selitsky S, Iglesia M, Milowsky M. Abstract 5120: The novel claudin-low molecular subtype of high-grade urothelial bladder cancer is highly immunogenic yet immunosuppressed. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-5120] [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
Rationale: High-grade urothelial carcinoma of the bladder is a heterogeneous disease, with molecular subtypes characterized by distinct tumor biologies and prognoses. Our group and others have described the basal and luminal subtypes, and we now report on the discovery of the claudin-low subtype, all of which resemble analogous subtypes in breast cancer.
Methods: We analyzed mRNA sequencing and whole exome sequencing data for The Cancer Genome Atlas (TCGA) bladder tumors and tumors collected at UNC. We performed unsupervised hierarchical clustering on relative gene expression values with significance testing using SigClust to identify the claudin-low subtype. Basal, luminal, and claudin-low bladder tumors were compared for enrichment of genetic features (single nucleotide and copy number variation), gene set expression, immune gene signature expression, T cell receptor (TCR) and B cell receptor (BCR) gene segment expression, and number of predicted MHC Class I and Class II neoantigens. We further report on the first use of our VDJician software to reconstruct full-length rearranged BCR sequences from short-read RNA sequencing data in bladder cancer.
Results: Claudin-low bladder tumors were defined by low expression of tight junction claudin-proteins, high expression of epithelial-to-mesenchymal transition genes and immune gene signatures, and were associated with reduced overall survival compared to luminal tumors. A minimal gene set classifier to identify claudin-low tumors showed some but not complete overlap with an optimal classifier derived in breast cancer. Claudin-low bladder tumors were enriched for multiple genetic features: increased rates of RB1, EP300, and NCOR1 mutations, increased frequency of EGFR amplification, decreased rates of FGFR3, ELF3, and KDM6A mutations, and decreased frequency of PPARG amplification. Claudin-low tumors showed the highest expression of immune gene signatures (including an immunosuppression signature), however in contrast to basal tumors, increased immune gene signature expression was not associated with prolonged survival. Claudin-low tumors also showed the highest overall expression of rearranged BCR sequences but lowest BCR repertoire diversity. Predicted neoantigen burden did not vary significantly by subtype, however broad cytokine and chemokine expression levels were elevated in claudin-low tumors, potentially related to low PPARG activity driving increased NFKB activity.
Conclusions: Claudin-low bladder cancer is a novel molecular subtype with distinct molecular and immunologic features and prognostic significance. Given the presence of dense immune infiltrates, BCR repertoire characteristics consistent with an antigen-driven response, and high expression of immunosuppression genes, claudin-low bladder tumors may be primed to respond to immune checkpoint inhibitor therapy.
Citation Format: Benjamin G. Vincent, William Kim, Jordan Kardos, Shengjie Chai, Joel Parker, Lisle Mose, Sara Selitsky, Michael Iglesia, Matthew Milowsky. The novel claudin-low molecular subtype of high-grade urothelial bladder cancer is highly immunogenic yet immunosuppressed. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 5120.
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Affiliation(s)
| | - William Kim
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jordan Kardos
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Shengjie Chai
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Joel Parker
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Lisle Mose
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Sara Selitsky
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Michael Iglesia
- University of North Carolina at Chapel Hill, Chapel Hill, NC
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Krishnan B, Rose TL, Kardos J, Milowsky MI, Kim WY. Intrinsic Genomic Differences Between African American and White Patients With Clear Cell Renal Cell Carcinoma. JAMA Oncol 2016; 2:664-667. [PMID: 27010573 DOI: 10.1001/jamaoncol.2016.0005] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Importance There are well-documented racial disparities in outcomes for African American patients with clear cell renal cell carcinoma (ccRCC). Despite a dramatic improvement in overall survival in white patients since the advent of targeted therapy, survival for African Americans with advanced ccRCC has not changed. There is little known about potential racial differences in tumor biology of ccRCC. Objective To determine if there are racial differences in the somatic mutation rate and gene expression of ccRCC tumors from white and African American patients. Design, Setting, and Participants Overall, 438 patients with ccRCC were identified through The Cancer Genome Atlas (TCGA) clear cell kidney (KIRC) dataset (419 white and 19 African American patients). The GSE25540 dataset containing 135 patients (125 white and 10 African American patients) was used for validation. Tumor samples were collected from numerous cancer centers and were examined for racial differences in somatic mutation rates and RNA expression. Racial differences in somatic mutation rates and RNA expression were examined. Main Outcomes and Measures The comparison of somatic mutation rates and differences in RNA expression in white and African American patients with ccRCC. Results Overall, 419 ccRCC tumor data sets from non-Hispanic white patients and 19 from non-Hispanic African American patients were identified through the publically available TCGA KIRC data set, and a validation set of 125 white and 10 African American ccRCC patient tumors was identified from the publicly available GSE25540 data set. African American patients were significantly less likely than white patients to have VHL mutations (2 of 12 [17%] vs 175 of 351 [50%], respectively; P = .04) and were enriched in the ccB molecular subtype (79% in African American vs 45% in white patients ; P = .005), a molecular subtype that carries a worse prognosis. It was found that RNA expression analysis revealed relative down-regulation of hypoxia-inducible factor (HIF) and vascular endothelial growth factor (VEGF)-associated pathways in African American patients compared with white patients. Conclusions and Relevance African American patients have less frequent VHL inactivation, are enriched in the ccB molecular subtype, and have decreased up-regulation of HIF-associated gene signatures than white patients. These genomic differences would predict decreased responsiveness to VEGF-targeted therapy and are a biologically plausible contributing factor to the worse survival of African American patients with ccRCC, even in the targeted therapy era.
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Affiliation(s)
- Bhavani Krishnan
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill
| | - Tracy L Rose
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill2Department of Medicine, Division of Hematology/Oncology, University of North Carolina at Chapel Hill, Chapel Hill
| | - Jordan Kardos
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill
| | - Matthew I Milowsky
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill2Department of Medicine, Division of Hematology/Oncology, University of North Carolina at Chapel Hill, Chapel Hill3Department of Urology, University of North C
| | - William Y Kim
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill2Department of Medicine, Division of Hematology/Oncology, University of North Carolina at Chapel Hill, Chapel Hill3Department of Urology, University of North C
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Kardos J, Chai S, Mose LE, Selitsky SR, Krishnan B, Saito R, Iglesia MD, Milowsky MI, Parker JS, Kim WY, Vincent BG. Claudin-low bladder tumors are immune infiltrated and actively immune suppressed. JCI Insight 2016; 1:e85902. [PMID: 27699256 DOI: 10.1172/jci.insight.85902] [Citation(s) in RCA: 156] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
We report the discovery of a claudin-low molecular subtype of high-grade bladder cancer that shares characteristics with the homonymous subtype of breast cancer. Claudin-low bladder tumors were enriched for multiple genetic features including increased rates of RB1, EP300, and NCOR1 mutations; increased frequency of EGFR amplification; decreased rates of FGFR3, ELF3, and KDM6A mutations; and decreased frequency of PPARG amplification. While claudin-low tumors showed the highest expression of immune gene signatures, they also demonstrated gene expression patterns consistent with those observed in active immunosuppression. This did not appear to be due to differences in predicted neoantigen burden, but rather was associated with broad upregulation of cytokine and chemokine levels from low PPARG activity, allowing unopposed NFKB activity. Taken together, these results define a molecular subtype of bladder cancer with distinct molecular features and an immunologic profile that would, in theory, be primed for immunotherapeutic response.
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Affiliation(s)
- Jordan Kardos
- Lineberger Comprehensive Cancer Center.,Department of Genetics
| | - Shengjie Chai
- Lineberger Comprehensive Cancer Center.,Department of Microbiology/Immunology.,Curriculum in Bioinformatics and Computational Biology
| | | | | | | | | | | | - Matthew I Milowsky
- Lineberger Comprehensive Cancer Center.,Department of Medicine, Division of Hematology/Oncology, and.,Department of Urology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Joel S Parker
- Lineberger Comprehensive Cancer Center.,Department of Genetics
| | - William Y Kim
- Lineberger Comprehensive Cancer Center.,Department of Genetics.,Department of Medicine, Division of Hematology/Oncology, and.,Department of Urology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center.,Department of Medicine, Division of Hematology/Oncology, and
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Kardos J, Melquist JJ, Chism DD, Choi W, Cockerill K, Paluri RK, Moses KA, Sonpavde G, McConkey DJ, Kim WY, Dinney CPN, Milowsky MI. Evaluation of basal and luminal subtypes of urothelial carcinoma in African American and non-African American patients. J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.7_suppl.305] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
305 Background: African American (AA) patients with urothelial carcinoma (UC) have been known to have a worse prognosis even when corrected for variables such as tumor stage and grade. Analysis of gene expression of several malignancies has resulted in the discovery of molecular subtypes with well-defined intrinsic biology. Recent studies in high grade (HG), muscle-invasive UC have led to the identification of two intrinsic, molecular subsets termed “luminal” and “basal” with characteristics of stages of urothelial differentiation, and that remarkably reflect the luminal and basal-like molecular subtypes of breast cancer. Patients with basal-like UC have a significantly worse overall survival. Methods: A total of 215 HG muscle-invasive UC tumors from the MDACC (n=75) and TCGA (n=140) were used to make intrinsic subtype calls using gene expression profiling (MDACC: DASL [cDNA-mediated Annealing, Selection, extension, and Ligation] and TCGA: RNA seq). Basal and luminal subtype calls were derived using previously published subtype classifiers (Damrauer et. al. PNAS, 2014 and Choi et. al. Cancer Cell, 2014). Patients were classified into AA and non-AA (white, Hispanic, or Asian) based upon self-reported race. Results: In total there were 16 and 199 tumors from AA and non-AA patients respectively. In non-AA patients, the proportion of tumors that were classified as basal and luminal were approximately equal (93 and 106 respectively), while in AA patients, there was enrichment of basal tumors (12 basal and 4 luminal) (p=0.03735, Fisher’s exact test). Conclusions: AA patients are enriched in the basal molecular subtype of UC. Similar findings have been previously documented in AA women with breast cancer. The enrichment of basal UC in AAs suggests that a biological explanation may in part underlie the poor outcomes seen in AA patients. Future studies will explore the prognostic and predictive implications of basal subtype in AA patients with UC.
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Affiliation(s)
- Jordan Kardos
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | | | - David D. Chism
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| | - Woonyoung Choi
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Ravi Kumar Paluri
- University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | | | - Guru Sonpavde
- University of Alabama at Birmingham Comprehensive Cancer Center, Birmingham, AL
| | | | - William Y. Kim
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC
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Kardos J, Palló A, Bencsura A, Simon A. Assessing structure, function and druggability of major inhibitory neurotransmitter gamma-aminobutyrate symporter subtypes. Curr Med Chem 2010; 17:2203-13. [PMID: 20423300 DOI: 10.2174/092986710791299939] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2010] [Accepted: 04/25/2010] [Indexed: 11/22/2022]
Abstract
Ambient level of gamma -aminobutyric acid (GABA), the major inhibitory neurotransmitter of the brain is mediated by neuronal and glial GABA transporters (GATs), members of the sodium and chloride ion-dependent solute carrier family. The neuronal GABA transporter subtype (GAT-1) has already been proven to be the target for the antiepileptic drug Tiagabine. However, druggability of glial GAT-2 and GAT-3 is yet to be established. Recent advances in structure elucidation of a bacterial orthologue leucine transporter in complex with different substrates substantiate homology modeling of human GATs (hGATs). These modeling studies can provide mechanistic clues for structure-based prediction of the potential of medicinal chemistry campaigns. A recently identified characteristic structural feature of the occluded conformation of hGATs is that similar extra- and intracellular gates are formed by middle-broken transmembrane helices TM1 and TM6. Binding crevice formed by unwound segments of broken helices facilitates symport of GABA with Na+ ion via fitting of GABA to TM1-bound Na+ closely inside. Favored accommodation of substrate inhibitors with high docking score predicts efficient inhibition of the neuronal hGAT-1 if the TM1-TM8 binding prerequisite for GABA was used. Docking, molecular dynamics and transport data indicate, that amino acids participating in substrate binding of the neuronal hGAT-1 and the glial hGAT-2 and hGAT-3 subtypes are different. By contrast, substrate binding crevices of hGAT-2 and hGAT-3 cannot be distinguished, avoiding sensible prediction of efficient selective substrate inhibitors. Glial subtypes might be specifically distinguished by interfering Zn2+ binding in the second extracellular loop of hGAT-3. Formation of the unique ring-like Na+-GABA complex in the occluded binding crevices anticipates family member symporters exploring chemiosmotic energy via reversible chemical coupling of Na+ ion.
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Affiliation(s)
- J Kardos
- Department of Neurochemistry, Institute of Biomolecular Chemistry, Chemical Research Center, Hungarian Academy of Sciences, Pusztaszeri út 59-67, Budapest H-1025, Hungary
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Abstract
Here we investigate the temporal properties of recurrent seizure-like events (SLEs) in a low-[Mg(2+)] model of experimental epilepsy. Simultaneous intra- and extracellular electric signals were recorded in the CA3 region of rat hippocampal slices whereby cytosolic [Ca(2+)] transients were imaged by fluorescence detection. Recurrence pattern analysis was applied to give a measure of synchrony of simultaneously recorded intra- and extracellular electric signals and the SLE frequencies were extracted by complex wavelet analysis. Slices from the juvenile, but not the young adult rats, displayed several high-amplitude triplets of electric and [Ca(2+)] transients, termed paroxysmal spikes, followed by an SLE. Occurrence of the full-blown SLE was associated with decreased synaptic activity between the paroxysmal spikes that were seen as incomplete SLE starting sequences. The time series of recurrent SLEs provide evidence for a single SLE rhythm as continuously declining from about 200 Hz to below 1 Hz at the onset and termination of SLE, respectively, with an intermediate spectral discontinuity, tentatively identified with the tonic/clonic transition. All other frequency components were the harmonics of the fundamental rhythm, whereby the gamma and the theta band oscillations were not detected as separate activities. Recurrence showed decreasing temporal synchrony of intra- and extracellular signals during the SLE, suggesting that coincidence is destroyed by the SLE. Blockade of gap junctions with 200 microM carbenoxolone ceased recurrent SLEs. Release of gap junction blockade shortened both SLEs and their tonic phase indicating that persistent changes occurred via an altered gap junction coupling. We conclude that the initially precise temporal synchrony is gradually destroyed during ictal events with a single rhythm of continuously decreasing frequency. Blockade of gap junction coupling might prevent epileptic synchronisation.
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Affiliation(s)
- L Nyikos
- Department of Neurochemistry, Chemical Institute, Chemical Research Center, Hungarian Academy of Sciences, Budapest, Hungary.
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30
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Harmat V, Kardos J, Gal P, Barabas O, Graf L, Naray-Szabo G, Zavodszky P. Structure of the active form of the catalytic region of the complement protease C1r. Acta Crystallogr A 2002. [DOI: 10.1107/s0108767302096198] [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: 11/10/2022] Open
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31
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Abstract
Rate parameters estimated for neurotransmitter-gated receptor channel opening and receptor desensitization are classified according to their dependence on the temporal resolution of the techniques applied in the measurements. Because allosteric proteins constituting receptor channels impose restrictions on the types of model suitable to describe the dynamic response of channels to neurotransmitters, Markovian, non-linear or fractal dynamic models and their possible extension to receptor channel response in excitable membranes are discussed.
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Affiliation(s)
- J Kardos
- Dept Neurochemistry, Chemical Research Center, Hungarian Academy of Sciences, Pusztaszeri út 59-67, H-1025, Budapest, Hungary.
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32
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Kardos J, Gál P, Szilágyi L, Thielens NM, Szilágyi K, Lõrincz Z, Kulcsár P, Gráf L, Arlaud GJ, Závodszky P. The role of the individual domains in the structure and function of the catalytic region of a modular serine protease, C1r. J Immunol 2001; 167:5202-8. [PMID: 11673533 DOI: 10.4049/jimmunol.167.9.5202] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The first enzymatic event in the classical pathway of complement activation is autoactivation of the C1r subcomponent of the C1 complex. Activated C1r then cleaves and activates zymogen C1s. C1r is a multidomain serine protease consisting of N-terminal alpha region interacting with other subcomponents and C-terminal gammaB region mediating proteolytic activity. The gammaB region consists of two complement control protein modules (CCP1, CCP2) and a serine protease domain (SP). To clarify the role of the individual domains in the structural and functional properties of the gammaB region we produced the CCP1-CCP2-SP (gammaB), the CCP2-SP, and the SP fragments in recombinant form in Escherichia coli. We successfully renatured the inclusion body proteins. After renaturation all three fragments were obtained in activated form and showed esterolytic activity on synthetic substrates similar to each other. To study the self-activation process in detail zymogen mutant forms of the three fragments were constructed and expressed. Our major statement is that the ability of autoactivation and C1s cleavage is an inherent property of the SP domain. We observed that the CCP2 module significantly increases proteolytic activity of the SP domain on natural substrate, C1s. Therefore, we propose that CCP2 module provides accessory binding sites. Differential scanning calorimetric measurements demonstrated that CCP2 domain greatly stabilizes the structure of SP domain. Deletion of CCP1 domain from the CCP1-CCP2-SP fragment results in the loss of the dimeric structure. Our experiments also provided evidence that dimerization of C1r is not a prerequisite for autoactivation.
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Affiliation(s)
- J Kardos
- Institute of Enzymology, Biological Research Center, Hungarian Academy of Sciences, Budapest, Hungary
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33
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Lacroix M, Ebel C, Kardos J, Dobó J, Gál P, Závodszky P, Arlaud GJ, Thielens NM. Assembly and enzymatic properties of the catalytic domain of human complement protease C1r. J Biol Chem 2001; 276:36233-40. [PMID: 11445589 DOI: 10.1074/jbc.m105688200] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The catalytic properties of C1r, the protease that mediates activation of the C1 complex of complement, are mediated by its C-terminal region, comprising two complement control protein (CCP) modules followed by a serine protease (SP) domain. Baculovirus-mediated expression was used to produce fragments containing the SP domain and either 2 CCP modules (CCP1/2-SP) or only the second CCP module (CCP2-SP). In each case, the wild-type species and two mutants stabilized in the proenzyme form by mutations at the cleavage site (R446Q) or at the active site serine residue (S637A), were produced. Both wild-type fragments were recovered as two-chain, activated proteases, whereas all mutants retained a single-chain, proenzyme structure, providing the first experimental evidence that C1r activation is an autolytic process. As shown by sedimentation velocity analysis, all CCP1/2-SP fragments were dimers (5.5-5.6 S), and all CCP2-SP fragments were monomers (3.2-3.4 S). Thus, CCP1 is essential to the assembly of the dimer, but formation of a stable dimer is not a prerequisite for self-activation. Activation of the R446Q mutants could be achieved by extrinsic cleavage by thermolysin, which cleaved the CCP2-SP species more efficiently than the CCP1/2-SP species and yielded enzymes with C1s-cleaving activities similar to their active wild-type counterparts. C1r and its activated fragments all cleaved C1s, with relative efficiencies in the order C1r < CCP1/2-SP < CCP2-SP, indicating that CCP1 is not involved in C1s recognition.
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Affiliation(s)
- M Lacroix
- Laboratoire d'Enzymologie Moléculaire, Institut de Biologie Structurale Jean-Pierre Ebel (CEA-CNRS), 41 rue Jules Horowitz, Grenoble 38027, Cedex 1, France
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Abstract
3-isopropylmalate dehydrogenase (IPMDH) from the psychrotrophic bacterium Vibrio sp. I5 has been expressed in Escherichia coli and purified. This cold-adapted enzyme is highly homologous with IPMDHs from other organisms, including mesophilic E. coli and thermophilic Thermus thermophilus bacteria. Its molecular properties are similar to these counterparts. Whereas the E. coli and T. thermophilus enzymes are hardly active at room temperature, the Vibrio IPMDH has reasonable activity below room temperature. The thermal stabilities, conformational flexibilities (hydrogen-deuterium exchange), and kinetic parameters of these enzymes were compared. The temperature dependence of the catalytic parameters of the three enzymes show similar but shifted profiles. The Vibrio IPMDH is a much better enzyme at 25 degrees C than its counterparts. With decreasing temperature i.e. with decreasing conformational flexibility, the specific activity reduces, as well; however, in the case of the Vibrio enzyme, the residual activity is still high enough for normal physiological operation of the organism. The cold-adaptation strategy in this case is achieved by creation of an extremely efficient enzyme, which has reduced but still sufficient activity at low temperature.
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Affiliation(s)
- A Svingor
- Institute of Enzymology, Biological Research Center, Hungarian Academy of Sciences, H-1113 Karolina út 29, Budapest, Hungary
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35
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Szárics E, Nyikos L, Barabás P, Kovács I, Skuban N, Temesváriné-Major E, Egyed O, Nagy PI, Kökösi J, Takács-Novák K, Kardos J. Quinazolone-alkyl-carboxylic acid derivatives inhibit transmembrane Ca(2+) ion flux to (+)-(S)-alpha-amino-3-hydroxy-5-methylisoxazole-4-propionic acid. Mol Pharmacol 2001; 59:920-8. [PMID: 11259638 DOI: 10.1124/mol.59.4.920] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Comparison of the kinetics of the inward Ca(2+) ion flux to (S)-alpha-Amino-3-hydroxy-5-methylisoxazole-4-propionic acid [(S)-AMPA] in cerebrocortical homogenates and that of the previously reported transmembrane Na(+) ion influx mediated by an AMPA receptor in hippocampal homogenates established that the agonist-induced opening of the AMPA receptor channels occurs in two kinetically distinguishable phases. Here we report that the 2-methyl-4-oxo-3H-quinazoline-3-acetic acid (Q1) inhibits the major slow-phase response specifically, whereas the acetyl piperidine derivative (Q5) is a more potent inhibitor of the fast-phase response. Both the quinazolone-3-propionic acid (Q2) and the quinazolone-3-acetic acid methyl ester (Q3) enhanced the slow-phase response to (S)-AMPA. The information provided by docking different Q1, Q2, and Q5 models at the ligand-binding core of iGluRs were used to define agonistic and antagonistic modes of interactions. Based on the effects of quinazolone-3-alkyl-carboxylic acid derivatives on specific [(3)H]Glu binding and kinetically distinguishable Ca(2+) ion permeability responses to (S)-AMPA and molecular modeling, the fast- and the slow-phase (S)-AMPA-elicited Ca(2+) ion fluxes were corresponded to different subunit compositions and degrees of S1S2 bridging interaction relative to substitution of kainate thereupon. Substitutions of agonists and antagonists into the iGluR2 S1S2 ligand binding core induced different modes of domain-domain bridging.
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Affiliation(s)
- E Szárics
- Department of Neurochemistry, Chemical Institute, Chemical Research Center, Hungarian Academy of Sciences, Budapest, Hungary
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Kovacs R, Schuchmann S, Gabriel S, Kardos J, Heinemann U. Ca2+ signalling and changes of mitochondrial function during low-Mg2+-induced epileptiform activity in organotypic hippocampal slice cultures. Eur J Neurosci 2001; 13:1311-9. [PMID: 11298791 DOI: 10.1046/j.0953-816x.2001.01505.x] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Several lines of evidence indicate that augmented neuronal activity is associated with increased mitochondrial function, however, the mechanisms of coupling are still unclear. In this study we used a low extracellular Mg2+ concentration and short stimulus trains to evoke neuronal hyperactivity in the form of seizure-like events (SLE) in hippocampal slice cultures. Simultaneous microfluorimetric and electrophysiological techniques were applied to gain insight into changes of Ca2+ concentration in different compartments and into mitochondrial function. SLEs were associated with a large decrease of the extracellular Ca2+ concentration ([Ca2+]e), a spiking increase of the cytoplasmic and a smoothed elevation of the mitochondrial Ca2+ concentration (cytoplasmic concentration [Ca2+]i; intramitrochondrial concentration [Ca2+]m). Following an initial apparent decline in the mitochondrial membrane potential (DeltaPsi) and NAD(P)H autofluorescence, mitochondria depolarized and NADH production was augmented. Furthermore, SLEs were associated with increased oxidation of dihydroethidine (HEt). Our data suggest that intramitochondrial Ca2+ accumulation stimulates NADH production and production of radical oxygen species (ROS). Interestingly, mitochondrial depolarization followed [Ca2+]i and [Ca2+]m changes with a delay implying that electrogenic extrusion of Ca2+ from the mitochondrial matrix might be responsible for the depolarization of the mitochondrial membrane.
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Affiliation(s)
- R Kovacs
- Johannes Müller Institute of Physiology, Humboldt University, Berlin, Germany.
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37
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Abstract
We considered the evolution of Ca2+ oscillation dynamics in recurrent seizure-like events. Dynamic system behaviour was characterized in the state space reconstructed from intra- and extracellular [Ca2+] fluctuations simultaneously measured in cultured rat hippocampal slices under low-[Mg2+] conditions. When associated in the seizure-like event, these fluctuations occurred on a restricted set, the attractor, embedded in the full state space with less than five degrees of freedom. Instantaneous relative phase differences indicated field potential-driven phase jumps locked onto seizure-like events. To account for recurrent dynamics, calculations were performed on different extensions of a model for Ca2+ oscillation. These identified bidirectional, asymmetrical coupling of extracellular with intracellular (cytosolic, Ca2+ store, mitochondrial) Ca2+ dynamics as critical in its development.
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Affiliation(s)
- N Szilágyi
- Department of Physiology and Neurobiology, Eötvös Loránd University, Múzeum krt. 4/A. H-1088 Budapest, Hungary
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Kékesi KA, Szilágyi N, Nyitrai G, Dobolyi A, Skuban N, Kardos J. Persistent depolarization and Glu uptake inhibition operate distinct osmoregulatory mechanisms in the mammalian brain. Neurochem Int 2000; 37:171-8. [PMID: 10812202 DOI: 10.1016/s0197-0186(00)00020-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
The ways of coupling neuronal with glial compartments in natural physiology was investigated in microdialysis experiments by monitoring extracellular concentration of amino acids in the brain of anaesthetized rats. We hypothesized that extracellular [Glu], [Gln] and [Tau] patterns would be state-dependent. This was tested by stimulation of N-methyl-D-aspartate (NMDA) receptors, by inhibition of Glu uptake or by local depolarization with a high-K(+) dialysate, coupled with the addition of Co(2+) to block Ca(2+) influx. The results showed that (1) extracellular [Gln] was low whereas [Glu] and [Tau] were high during infusion of NMDA (0.5-1.0 mM) or high-K(+) (80 mM) in the hippocampus and ventrobasal thalamus, (2) hippocampal extracellular [Glu], [Gln] and [Tau] were increased in response to the Glu uptake inhibitor, L-trans-pyrrolidine-2, 4-dicarboxilic acid (tPDC, 0.5-3.0 mM), in a concentration-dependent manner, (3) high-K(+)-induced increase of extracellular [Glu] was partially blocked by the addition of 10 mM CoCl(2) with the high-K(+) dialysate in the hippocampus. Searching for main correlations between changes in [Glu], [Gln] and [Tau] by calculating partial correlations and with the use of factor analyses we found, the primary response of the mammalian brain to persistent depolarization is the neuronal uptake of [Gln] and release of [Tau] thereupon, acting independently of Glu changes. When glial and neuronal uptake of Glu is blocked, releases of Tau occur from neuronal as well as glial compartments accompanied by increases of [Gln] in the mammalian brain.
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Affiliation(s)
- K A Kékesi
- Department of Physiology and Neurobiology, Eötvös Loránd University, Budapest, Hungary
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Abstract
We show here by whole field monitoring of free intracellular Ca2+ ([Ca2+]i), locally recorded field potential (fp) and external [Ca2+], that low-[Mg2+] induces seizure like events (SLEs) accompanied by simultaneous fluctuations of [Ca2+]i and [Ca2+]e in cultured hippocampal slices. Within a SLE, complex [Ca2+]e fluctuations are seen throughout phases of Ca2+ depletion (tonic) and Ca2+ recovery (clonic) of the extracellular space. Information theory entropy-based analyses revealed strong asymmetric associations of [Ca2+]i and [Ca2+]e kinetics. By contrast, signal-associations between SLEs were found to be weak and of symmetric nature distinguishing seizure-like and interictal events by extensive coupling and decoupling of [Ca2+]i and [Ca2+]e fluctuations, respectively.
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Affiliation(s)
- R Kovács
- Department of Neurochemistry, Chemical Institute, Chemical Research Center, Hungarian Academy of Sciences, Budapest
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Abstract
Effects of the novel anxiolytic drug deramciclane on excitatory amino acid release and transmembrane Ca(2+) ion flux processes were compared in rat cerebrocortical homogenates containing resealed plasmalemma fragments and nerve endings. Deramciclane (10 microM) significantly inhibited [(3)H]D-aspartate release and transmembrane Ca(2+) flux to N-methyl-D-aspartate in the absence of Mg(2+). By contrast, inhibition of [(3)H]D-aspartate release and transmembrane Ca(2+) flux evoked by 0.1 mM (S)-alpha-amino-3-hydroxy-5-methyl-4-isoxazole propionate in the presence of Mg(2+) and 10 microM cyclothiazide by 10 microM deramciclane was not significant. In the presence of N-methyl-D-aspartate receptor antagonists, deramciclane (10 microM) did not inhibit [(3)H]D-aspartate release to N-methyl-D-aspartate. These results suggest an involvement of the inhibition of a presynaptic N-methyl-D-aspartate receptor in the anxiolytic properties of deramciclane.
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Affiliation(s)
- I Kovács
- Department of Neurochemistry, Chemical Institute, Chemical Research Center, Hungarian Academy of Sciences, Budapest, Hungary
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Szárics E, Nyitrai G, Kovács I, Kardos J. Kinetically distinguishable AMPA receptors in rat hippocampus are associated with the loss of glutamate-sensitive conformational transitions. Neurochem Int 2000; 36:83-90. [PMID: 10566962 DOI: 10.1016/s0197-0186(99)00089-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
We describe a stopped-flow method to study alpha-amino-7-hydroxy-5-methyl-4-isoxazole propionate (AMPA)-kainate receptor-mediated Na+ ion flux through native membranes. Resealed plasmalemma vesicles and nerve endings from the rat hippocampus were mixed rapidly with a membrane impermeant form of the fluorescence indicator, sodium binding benzofurane oxazole and the changes in fluorescence intensity in response to various [Glu] on the time scale of 0.04 ms-10 s were monitored at a sampling rate of 6.55 kHz. Inhibitors like ouabain (1 mM) and 5-methyl-10,11-dihydro-5H-dibenzo[a,d]cyclohepten-5,10-imine maleate (dizocilpine, 50 microM) enhanced Na+ ion translocation under low-[Na+] and physiological conditions, respectively. Dependence of AMPA-kainate receptor kinetics on [Glu] was described in a model of channel activation by faster and slower desensitizing receptors. The model accounted for almost all of the Na+ ion flux activity in the 30 microM-10 mM range of [Glu]. We found that the values of the initial rate constant for Na+ ion influx, JA, and rate constant for desensitization, alpha, for the faster desensitizing receptor were dependent on data sampling rate, whereas the initial rate constant for Na+ ion flux through the slower desensitizing receptor, JB, varied much less with the sampling rate. These phenomena can be described by (1) a fractal model of short-lived AMPA-kainate receptor channel with many closely spaced states (fractal dimension approximately 1.8) and (2) a model of long-lived AMPA-kainate receptor channel with two discrete states.
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Affiliation(s)
- E Szárics
- Department of Neurochemistry, Institute of Chemistry, Chemical Research Center, Hungarian Academy of Sciences, Budapest
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Galántai R, Bárdos-Nagy I, Módos K, Kardos J, Závodszky P, Fidy J. Serum albumin-lipid membrane interaction influencing the uptake of porphyrins. Arch Biochem Biophys 2000; 373:261-70. [PMID: 10620347 DOI: 10.1006/abbi.1999.1522] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
It is frequently observed in pharmaceutical practice that entrapped substances are lost rapidly when liposomes are used as carriers to introduce substances into cells. The reason for the loss is the interaction of serum components with liposomes. To elucidate the mechanism of this phenomenon the partition of mesoporphyrin (MP) was systematically studied in model systems composed of various lipids and human serum albumin (HSA). As surface charge is an important factor in the interaction, neutral (1, 2-dimyristoyl-sn-glycero-3-phosphatidylcoline, DMPC) and negatively charged (1,2-dimyristoyl-sn-glycero-3-phosphatidylcoline/1, 2-dimyristoyl-sn-glycero-3-phosphatidylglycerol, DMPC/DMPG = 19/1 w/w) lipids were compared. The liposome/apomyoglobin system was the negative control. The size distribution of sonicated samples was carefully analyzed by dynamic light scattering. Constants of association of MP to the proteins and to the liposomes were determined: K(p,1) = (2.5 +/- 0.7) x 10(7) M(-1), K(p,2) = (1.0 +/- 0.7) x 10(8) M(-1), K(L,1) = (1.3 +/- 0.3) x 10(5) M(-1), and K(L,2) = (3.2 +/- 0.6) x 10(4) M(-1) for HSA, apomyoglobin, DMPC, and DMPC/DMPG liposomes, respectively. These data were used to evaluate the partition experiments. The transfer of MP from the liposomes to the proteins was followed by fluorescence spectroscopy. In the case of apomyoglobin, the experimental points could be interpreted by ruling out the protein-liposome interaction. In the case of HSA, the efflux of MP from the liposomes was strongly inhibited above a critical HSA concentration range for negatively charged vesicles. This effect was interpreted as the result of HSA coat formation on the liposome surface. This direct interaction is significant for small liposomes. The interpretation is fully supported by differential scanning calorimetry experiments.
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Affiliation(s)
- R Galántai
- Institute of Biophysics and Radiation Biology, Semmelweis University of Medicine, Budapest, H-1444, Hungary
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Szárics E, Kovács I, Kovács R, Skuban N, Kardos J. [Pyrimidine receptor function in the central nervous system]. Acta Pharm Hung 1999; 69:227-31. [PMID: 10652789] [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] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
A spectroscopic method, using fluorescent Ca2+, K+ and Na+ ion indicators in combination with the use of fast-kinetic techniques on the time scale of 0.00004-10 s has been applied to study mechanisms of P2 pyrimidoceptor-mediated signal transduction in brain homogenates. Effects of the known P2 receptor ligands (ATP, alpha, beta-methylene-ATP, UTP, UDP and uridine) and the P1 receptor ligand, adenosine, were compared by measuring the rates of transmembrane Ca2+, K+ and Na+ ion fluxes in resealed plasmalemma fragments and nerve endings from the rat cerebral cortex. In homogenates containing resealed plasmalemma fragments, uridine (0.03-30 microM), but not adenosine, activated two phases of Ca2+ ion influx with onsets of a few ms and hundred ms in a concentration-dependent manner. Also, the activation of the fast-phase Ca2+ ion response by ATP, UDP and alpha, beta-methylene-ATP whereas that of the slow-phase by UTP and UDP were observed with 3 microM concentration of these P2 receptor ligands. In homogenates containing resealed nerve endings, the fast-phase Ca2+ ion response to uridine was absent. UTP, but not uridine and UDP (3 microM), activated a fast K+ ion influx with onset of < 1 ms. Adenosine (3 microM) evoked a slow Na+ ion influx with onset of > 0.1 s whereas the influx of Na+ ion to uridine was detectable below 0.01 s. Both nucleotides, ATP and UTP (3 microM), activated fluctuations of transmembrane Na+ ion influx and efflux. By contrast, UDP caused efflux of Na+ ion in the subsecond range of time. Collectively these results suggest that transmembrane cation fluxes mediated by kinetically distinguishable P2U pyrimidoceptor subtypes are different.
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Affiliation(s)
- E Szárics
- Magyar Tudományos Akadémia, Budapest
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Abstract
The effects of the 5-HT2C receptor inverse agonist deramciclane on the gamma-aminobutyric acid (GABA) uptake and excitatory amino acid release processes were compared in rat cerebrocortical homogenates containing resealed plasmalemma fragments and nerve endings. Deramciclane non-competitively inhibited the uptake of [3H]GABA with a Ki value of 13.7 +/- 0.5 microM and partially displaced specifically bound [3H](R,S)-N-[4,4-bis(3-methyl-2-thienyl)-3-butenyl]nipecotic acid ([3H]NNC-328) with high affinity (IC50 = 2.0 +/- 0.7 nM). Depolarization by 4-aminopyridine or by 4-aminopyridine with (S)-alpha-amino-3-hydroxy-5-methyl-4-isoxazole propionate [(S)-AMPA] induced the release of [3H]D-aspartate. Deramciclane (10 microM) partially (approximately 50%) inhibited the release of [3H]D-aspartate without affecting [3H]D-aspartate uptake. These results suggest a role for presynaptic inhibition of excitatory amino acid release and GABA uptake in the anxiolytic properties of deramciclane.
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Affiliation(s)
- I Kovács
- Department of Neurochemistry, Chemical Institute, Chemical Research Center, Hungarian Academy of Sciences, Budapest.
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Kardos J, Bódi A, Závodszky P, Venekei I, Gráf L. Disulfide-linked propeptides stabilize the structure of zymogen and mature pancreatic serine proteases. Biochemistry 1999; 38:12248-57. [PMID: 10493792 DOI: 10.1021/bi990764v] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Chymotrypsinogen and proelastase 2 are the only pancreatic proteases with propeptides that remain attached to the active enzyme via a disulfide bridge. It is likely, although not proven, that these propeptides are functionally important in the active enzymes, as well as in the zymogens. A mutant chymotrypsin was constructed to test this hypothesis, but it was demonstrated that the lack of the propeptide had no effect on the catalytic efficiency, substrate specificity, or folding of the protein [Venekei, I., et al. (1996) FEBS Lett. 379, 139-142]. In this paper, we investigate the role of the disulfide-linked propeptide in the conformational stability of chymotrypsin(ogen). We compare the stabilities of the wild-type and mutant proteins (lacking propeptide-enzyme interactions) in their zymogen (chymotrypsinogen) and active (chymotrypsin) forms. The mutants exhibited a substantially increased sensitivity to heat denaturation and guanidine hydrochloride unfolding, and a faster loss of activity at extremes of pH relative to those of their wild-type counterparts. From guanidine hydrochloride denaturation experiments, we determined that covalently linked propeptide provides about 24 kJ/mol of free energy of extra stabilization (DeltaDeltaG). In addition, the mutant chymotrypsinogen lacked the normal resistance to digestion by pepsin. This may also explain (besides keeping the zymogen inactive) the evolutionary conservation of the propeptide-enzyme interactions. Tryptophan fluorescence, circular dichroism, microcalorimetric, and activity measurements suggest that the propeptide of chymotrypsin restricts the relative mobility between the two domains of the molecule. In pancreatic serine proteases, such as trypsin, that lose the propeptide upon activation, this function appears to be accomplished via alternative interdomain contacts.
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Affiliation(s)
- J Kardos
- Department of Biochemistry, Biotechnology Research Group of the Hungarian Academy of Sciences, Eötvös University, Budapest
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Nyitrai G, Kovács I, Szárics E, Skuban N, Juhász G, Kardos J. Role of intracellular Ca(2+) stores shaping normal activity in brain. J Neurosci Res 1999; 57:906-15. [PMID: 10467262] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
Abstract
The role of intracellular Ca(2+) stores in the control of brain activity was investigated in microdialysis experiments by monitoring changes in the extracellular concentration of amino acids (AA) in the hippocampus of the rat after intracerebroventricular (icv) administration of the intracellular Ca(2+) release blocker, dantrolene in vivo, as well as in D-aspartate release and transmembrane Ca(2+) flux measurements in dantrolene-treated (50 microM) hippocampal homogenates containing resealed plasmalemma fragments and nerve endings in vitro. Microdialysis data demonstrate that icv injection of 0.6 mM dantrolene significantly decreases ( approximately 20%) the background (Glu) in the hippocampus. Both the (Glu; approximately 300%) and the inhibitory effect of dantrolene thereupon ( approximately 50%) was significantly increased when 0.5 mM of the Glu uptake inhibitor, L-trans-pyrrolidine-2,4-dicarboxylic acid, was dialysed into the hippocampus. NMDA and (S)-AMPA induced [(3)H]-D-aspartate release in hippocampal homogenates. Preincubation of these homogenates with 50 microM dantrolene was found to reduce the response to NMDA, but not to (S)-AMPA, in a NMDA-dependent manner. Increased rates of transmembrane influx and efflux of Ca(2+) in hippocampal homogenates with half-times of 4 ms and 200 ms, respectively, can be observed by the addition of 100 microM NMDA as recorded using a stopped-flow UV/fluorescence spectrometer in combination with the Ca(2+) indicator dye, bisfura-2. Both the Ca(2+) influx and efflux rates of the NMDA response were reduced (25-fold and >5-fold, respectively) in homogenates preloaded with 50 microM dantrolene. These results suggest a role for NMDA-inducible intracellular Ca(2+) stores in the control of normal brain activity in vivo.
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Affiliation(s)
- G Nyitrai
- Department of Neurochemistry, Chemical Institute, Chemical Research Center, Hungarian Academy of Sciences, Budapest, Hungary
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Damgaard I, Nyitrai G, Kovács I, Kardos J, Schousboe A. Possible involvement of GABA(A) and GABA(B) receptors in the inhibitory action of lindane on transmitter release from cerebellar granule neurons. Neurochem Res 1999; 24:1189-93. [PMID: 10485591 DOI: 10.1023/a:1020724823117] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Cerebellar granule cells in culture express receptors for GABA belonging to the GABA(A) and GABA(B) classes. In order to characterize the ability of the insecticide lindane to interact with these receptors cells were grown in either plain culture media or media containing 150 microM THIP as this is known to influence the properties of both GABA(A) and GABA(B) receptors. It was found that lindane regardless of the culture condition inhibited evoked (40 mM K+) release of neurotransmitter ([3H]D-aspartate as label for glutamate). In naive cells both GABA(A) and GABA(B) receptor active drugs prevented the inhibitory action of lindane but in THIP treated cultures none of the GABA(A) and GABA(B) receptor active drugs had any effect on the inhibitory action of lindane. This lack of effect was not due to inability of baclofen itself to inhibit transmitter release. It is concluded that lindane dependent on the state of the GABA(A) and GABA(B) receptors is able to indirectly interfere with both GABA(A) and GABA(B) receptors. In case of the latter receptors it was shown using [3H]baclofen to label the receptors that lindane could not displace the ligand confirming that lindane is likely to exert its action at a site different from the agonist binding site.
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Affiliation(s)
- I Damgaard
- NeuroScience, PharmaBiotec Center, Dept. of Pharmacology, Royal Danish School of Pharmacy, Copenhagen
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Kardos J, Kovács I, Szárics E, Kovács R, Skuban N, Nyitrai G, Dobolyi A, Juhász G. Uridine activates fast transmembrane Ca2+ ion fluxes in rat brain homogenates. Neuroreport 1999; 10:1577-82. [PMID: 10380984 DOI: 10.1097/00001756-199905140-00034] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The excitatory actions of the pyrimidine nucleoside uridine, and the nucleotides UDP and UTP, as well as the purine nucleotide ATP, were studied by fluorescent labeling of Ca2+ and K+ ion fluxes on the time scale of 0.04 ms to 10s in resealed plasmalemma fragments and nerve endings from the rat cerebral cortex. Two phases of Ca2+ ion influx with onsets of a few milliseconds and a few hundred milliseconds, showing different concentration dependencies, agonist sequences and subcellular localizations were distinguishable. [3H]Uridine identified high (K(D) approximately 15 nM) and low affinity (K(D)approximately 1 microM) specific binding sites in purified synaptosomal membranes. Labeled uridine taken up by synaptosomes in a dipyridamole-sensitive process was released by depolarization (1 mM 4-aminopyridine). Taken together, these results may qualify uridine as a neurotransmitter.
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Affiliation(s)
- J Kardos
- Department of Neurochemistry, Chemical Institute, Chemical Research Center, Hungarian Academy of Sciences, Budapest
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Abstract
In this article I throw attention on to this GABA issue by outlining several aspects of current interest in the field of GABA research. The theme was selected in association with the Pharmacology and Therapeutical Potential of the GABA System symposium of the Second European Congress of Pharmacology held in July 1999 in Budapest, Hungary. A wide range of topics relating to the GABA system were outlined, including new members of the GABAA receptor gene family, subunit composition of native GABA(A) receptors, surface expression and clustering of GABA(A) receptor subunits, allosteric modulation of GABA(A) receptors, localization of agonist binding sites, GABA release, GABA(A)-GABA(B) receptor crosstalk, GABA(A) and GABA(B) receptor functions in different brain areas, altered transport and GABA(A) receptor pattern in different models of epilepsy.
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Affiliation(s)
- J Kardos
- Department of Neurochemistry, Chemical Institute, Chemical Research Centre, Hungarian Academy of Sciences, Budapest.
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