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Stolley JM, Scott MC, O'Flanagan SD, Künzli M, Matson CA, Weyu E, Langlois RA, Vezys V, Masopust D. Cutting Edge: First Lung Infection Permanently Enlarges Lymph Nodes and Enhances New T Cell Responses. J Immunol 2024; 212:1621-1625. [PMID: 38619284 DOI: 10.4049/jimmunol.2400010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 03/22/2024] [Indexed: 04/16/2024]
Abstract
Humans experience frequent respiratory infections. Immunology and vaccinology studies in mice are typically performed in naive specific pathogen-free animals responding to their very first respiratory challenge. We found that the first respiratory infection induces lifelong enlargement of the lung-draining mediastinal lymph nodes (medLNs). Furthermore, infection-experienced medLNs supported better naive T cell surveillance and effector responses to new unrelated infections that exhibited more biased accumulation and memory establishment within the lung. Moreover, we observed that weight loss induced by influenza infection was substantially reduced in mice that had recovered from a previous unrelated respiratory viral challenge. These data show that the lack of infectious history and corresponding medLN hypoplasia in specific pathogen-free mice alter their immune response to lung infections. Preclinical vaccination and immunology studies should consider the previous infectious experience of the model organism.
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Affiliation(s)
- J Michael Stolley
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN; Department of Medicine, University of Minnesota, Minneapolis, MN; and Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Milcah C Scott
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN; Department of Medicine, University of Minnesota, Minneapolis, MN; and Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Stephen D O'Flanagan
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN; Department of Medicine, University of Minnesota, Minneapolis, MN; and Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Marco Künzli
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN; Department of Medicine, University of Minnesota, Minneapolis, MN; and Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Courtney A Matson
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN; Department of Medicine, University of Minnesota, Minneapolis, MN; and Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Eyob Weyu
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN; Department of Medicine, University of Minnesota, Minneapolis, MN; and Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Ryan A Langlois
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN; Department of Medicine, University of Minnesota, Minneapolis, MN; and Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Vaiva Vezys
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN; Department of Medicine, University of Minnesota, Minneapolis, MN; and Center for Immunology, University of Minnesota, Minneapolis, MN
| | - David Masopust
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN; Department of Medicine, University of Minnesota, Minneapolis, MN; and Center for Immunology, University of Minnesota, Minneapolis, MN
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2
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Ogunfunmi T, Peng X, Tu Q, Zhang Y, Jun K, Shen F, Sun Y, Tucker MC, Ceder G, Scott MC. Unraveling Li Growth Kinetics in Solid Electrolytes Due to Charging Effect under Electron Microscopy. Microsc Microanal 2023; 29:1335-1336. [PMID: 37613544 DOI: 10.1093/micmic/ozad067.684] [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] [Subscribe] [Scholar Register] [Indexed: 08/25/2023]
Affiliation(s)
- Tofunmi Ogunfunmi
- National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California, United States
- Department of Materials Science and Engineering, University of California, Berkeley, California, United States
| | - Xinxing Peng
- National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California, United States
- Department of Materials Science and Engineering, University of California, Berkeley, California, United States
| | - Qingsong Tu
- Materials Science Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States
- Department of Mechanical Engineering, Rochester Institute of Technology, Rochester, New York, United States
| | - Yaqian Zhang
- National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California, United States
- Department of Materials Science and Engineering, University of California, Berkeley, California, United States
| | - KyuJung Jun
- Department of Materials Science and Engineering, University of California, Berkeley, California, United States
- Materials Science Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - Fengyu Shen
- Energy Storage and Distributed Resources Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - Yingzhi Sun
- Department of Materials Science and Engineering, University of California, Berkeley, California, United States
- Materials Science Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - Michael C Tucker
- Energy Storage and Distributed Resources Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - Gerbrand Ceder
- Department of Materials Science and Engineering, University of California, Berkeley, California, United States
- Materials Science Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States
| | - M C Scott
- National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California, United States
- Department of Materials Science and Engineering, University of California, Berkeley, California, United States
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3
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Stolley JM, Scott MC, Joag V, Dale AJ, Johnston TS, Saavedra F, Gavil NV, Lotfi-Emran S, Soerens AG, Weyu E, Pierson MJ, Herzberg MC, Zhang N, Vezys V, Masopust D. Depleting CD103+ resident memory T cells in vivo reveals immunostimulatory functions in oral mucosa. J Exp Med 2023; 220:e20221853. [PMID: 37097449 PMCID: PMC10130744 DOI: 10.1084/jem.20221853] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 02/15/2023] [Accepted: 03/31/2023] [Indexed: 04/26/2023] Open
Abstract
The oral mucosa is a frontline for microbial exposure and juxtaposes several unique tissues and mechanical structures. Based on parabiotic surgery of mice receiving systemic viral infections or co-housing with microbially diverse pet shop mice, we report that the oral mucosa harbors CD8+ CD103+ resident memory T cells (TRM), which locally survey tissues without recirculating. Oral antigen re-encounter during the effector phase of immune responses potentiated TRM establishment within tongue, gums, palate, and cheek. Upon reactivation, oral TRM triggered changes in somatosensory and innate immune gene expression. We developed in vivo methods for depleting CD103+ TRM while sparing CD103neg TRM and recirculating cells. This revealed that CD103+ TRM were responsible for inducing local gene expression changes. Oral TRM putatively protected against local viral infection. This study provides methods for generating, assessing, and in vivo depleting oral TRM, documents their distribution throughout the oral mucosa, and provides evidence that TRM confer protection and trigger responses in oral physiology and innate immunity.
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Affiliation(s)
- J. Michael Stolley
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Milcah C. Scott
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Vineet Joag
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Alexander J. Dale
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Timothy S. Johnston
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Flavia Saavedra
- School of Dentistry, University of Minnesota, Minneapolis, MN, USA
| | - Noah V. Gavil
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Sahar Lotfi-Emran
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Andrew G. Soerens
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Eyob Weyu
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Mark J. Pierson
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Mark C. Herzberg
- School of Dentistry, University of Minnesota, Minneapolis, MN, USA
| | - Nu Zhang
- Department of Microbiology, Immunology and Molecular Genetics, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Vaiva Vezys
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
| | - David Masopust
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
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Tian B, Tian B, Smith B, Scott MC, Hua R, Lei Q, Tian Y. Retraction Note: Supported black phosphorus nanosheets as hydrogen-evolving photocatalyst achieving 5.4% energy conversion efficiency at 353 K. Nat Commun 2023; 14:3721. [PMID: 37349315 DOI: 10.1038/s41467-023-38969-6] [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: 06/24/2023] Open
Affiliation(s)
- Bin Tian
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, College of Physics and Optoelectronics, Taiyuan University of Technology, Taiyuan, 030024, China
| | - Bining Tian
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, College of Physics and Optoelectronics, Taiyuan University of Technology, Taiyuan, 030024, China
| | - Bethany Smith
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA, 94720, USA
- Molecular Foundry, Lawrence Berkeley National Lab, Berkeley, CA, 94720, USA
| | - M C Scott
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA, 94720, USA
- Molecular Foundry, Lawrence Berkeley National Lab, Berkeley, CA, 94720, USA
| | - Ruinian Hua
- College of Life science, Dalian Nationalities University, Dalian, 116600, China
| | - Qin Lei
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, College of Physics and Optoelectronics, Taiyuan University of Technology, Taiyuan, 030024, China
| | - Yue Tian
- Key Lab of Advanced Transducers and Intelligent Control System of Ministry of Education, College of Physics and Optoelectronics, Taiyuan University of Technology, Taiyuan, 030024, China.
- Molecular Foundry, Lawrence Berkeley National Lab, Berkeley, CA, 94720, USA.
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5
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Gavil NV, Scott MC, Weyu E, Smith OC, O’Flanagan SD, Wijeyesinghe S, Lotfi-Emran S, Shiao SL, Vezys V, Masopust D. Chronic antigen in solid tumors drives a distinct program of T cell residence. Sci Immunol 2023; 8:eadd5976. [PMID: 37267383 PMCID: PMC10569081 DOI: 10.1126/sciimmunol.add5976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 05/10/2023] [Indexed: 06/04/2023]
Abstract
Analyses of healthy tissue reveal signatures that identify resident memory CD8+ T cells (TRM), which survey tissues without recirculating. The density of TRM phenotype cells within solid tumors correlates favorably with prognosis, suggesting that intratumoral residents control cancer. However, residence has not been directly tested, and intratumoral TRM phenotype cells could instead reflect aspects of the microenvironment that correlate with prognosis. Using a breast cancer model in mice, we found that conventional TRM markers do not inform the tumor residence of either bystander or tumor-specific cells, which exhibit further distinct phenotypes in the tumor microenvironment and healthy mammary tissue. Rather, tumor-specific, stem progenitor CD8+ T cells migrate to tumors and become resident while acquiring select markers of exhaustion. These data indicate that tonic antigen stimulation and the tumor environment drive distinct programs of residence compared with healthy tissues and that tumor immunity is sustained by continued migration of tumor-specific stem cells.
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Affiliation(s)
- Noah V. Gavil
- Department of Microbiology and Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
- Center for Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
| | - Milcah C. Scott
- Department of Microbiology and Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
- Center for Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
| | - Eyob Weyu
- Department of Microbiology and Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
- Center for Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
| | - Olivia C. Smith
- Department of Microbiology and Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
- Center for Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
| | - Stephen D. O’Flanagan
- Department of Microbiology and Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
- Center for Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
| | - Sathi Wijeyesinghe
- Department of Microbiology and Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
- Center for Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
| | - Sahar Lotfi-Emran
- Department of Microbiology and Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
- Center for Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
| | - Stephen L. Shiao
- Department of Radiation Oncology, Cedars-Sinai Medical Center; Los Angeles, CA 90048, USA
| | - Vaiva Vezys
- Department of Microbiology and Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
- Center for Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
| | - David Masopust
- Department of Microbiology and Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
- Center for Immunology, University of Minnesota Medical School; Minneapolis, MN 55455, USA
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Beura LK, Scott MC, Pierson MJ, Joag V, Wijeyesinghe S, Semler MR, Quarnstrom CF, Busman-Sahay K, Estes JD, Hamilton SE, Vezys V, O'Connor DH, Masopust D. Novel Lymphocytic Choriomeningitis Virus Strain Sustains Abundant Exhausted Progenitor CD8 T Cells without Systemic Viremia. J Immunol 2022; 209:1691-1702. [PMID: 36122933 PMCID: PMC9588727 DOI: 10.4049/jimmunol.2200320] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 08/21/2022] [Indexed: 01/04/2023]
Abstract
Lymphocytic choriomeningitis virus (LCMV) is the prototypic arenavirus and a natural mouse pathogen. LCMV-Armstrong, an acutely resolved strain, and LCMV-clone 13, a mutant that establishes chronic infection, have provided contrasting infection models that continue to inform the fundamental biology of T cell differentiation, regulation of exhaustion, and response to checkpoint blockade. In this study, we report the isolation and characterization of LCMV-Minnesota (LCMV-MN), which was naturally transmitted to laboratory mice upon cohousing with pet shop mice and shares 80-95% amino acid homology with previously characterized LCMV strains. Infection of laboratory mice with purified LCMV-MN resulted in viral persistence that was intermediate between LCMV-Armstrong and -clone 13, with widely disseminated viral replication and viremia that was controlled within 15-30 d, unless CD4 T cells were depleted prior to infection. LCMV-MN-responding CD8+ T cells biased differentiation toward the recently described programmed death-1 (PD-1)+CXCR5+Tim-3lo stemlike CD8+ T cell population (also referred to as progenitor exhausted T cells) that effectuates responses to PD-1 blockade checkpoint inhibition, a therapy that rejuvenates responses against chronic infections and cancer. This subset resembled previously characterized PD-1+TCF1+ stemlike CD8+ T cells by transcriptional, phenotypic, and functional assays, yet was atypically abundant. LCMV-MN may provide a tool to better understand the breadth of immune responses in different settings of chronic Ag stimulation as well as the ontogeny of progenitor exhausted T cells and the regulation of responsiveness to PD-1 blockade.
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Affiliation(s)
- Lalit K Beura
- Department of Molecular Microbiology and Immunology, Brown University, Providence, RI;
| | - Milcah C Scott
- Center for Immunology, University of Minnesota, Minneapolis, MN
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN
| | - Mark J Pierson
- Center for Immunology, University of Minnesota, Minneapolis, MN
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN
| | - Vineet Joag
- Center for Immunology, University of Minnesota, Minneapolis, MN
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN
| | - Sathi Wijeyesinghe
- Center for Immunology, University of Minnesota, Minneapolis, MN
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN
| | - Matthew R Semler
- Department of Pathology and Laboratory Medicine, University of Wisconsin, Madison, WI; and
| | - Clare F Quarnstrom
- Center for Immunology, University of Minnesota, Minneapolis, MN
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN
| | - Kathleen Busman-Sahay
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR
| | - Jacob D Estes
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR
| | - Sara E Hamilton
- Center for Immunology, University of Minnesota, Minneapolis, MN
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN
| | - Vaiva Vezys
- Center for Immunology, University of Minnesota, Minneapolis, MN
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN
| | - David H O'Connor
- Department of Pathology and Laboratory Medicine, University of Wisconsin, Madison, WI; and
| | - David Masopust
- Center for Immunology, University of Minnesota, Minneapolis, MN;
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN
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7
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Mills LJ, Scott MC, Shah P, Cunanan AR, Deshpande A, Auch B, Curtin B, Beckman KB, Spector LG, Sarver AL, Subramanian S, Richmond TA, Modiano JF. Comparative analysis of genome-wide DNA methylation identifies patterns that associate with conserved transcriptional programs in osteosarcoma. Bone 2022; 158:115716. [PMID: 33127576 PMCID: PMC8076342 DOI: 10.1016/j.bone.2020.115716] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 09/24/2020] [Accepted: 10/26/2020] [Indexed: 02/07/2023]
Abstract
Osteosarcoma is an aggressive tumor of the bone that primarily affects young adults and adolescents. Osteosarcoma is characterized by genomic chaos and heterogeneity. While inactivation of tumor protein p53 (TP53) is nearly universal other high frequency mutations or structural variations have not been identified. Despite this genomic heterogeneity, key conserved transcriptional programs associated with survival have been identified across human, canine and induced murine osteosarcoma. The epigenomic landscape, including DNA methylation, plays a key role in establishing transcriptional programs in all cell types. The role of epigenetic dysregulation has been studied in a variety of cancers but has yet to be explored at scale in osteosarcoma. Here we examined genome-wide DNA methylation patterns in 24 human and 44 canine osteosarcoma samples identifying groups of highly correlated DNA methylation marks in human and canine osteosarcoma samples. We also link specific DNA methylation patterns to key transcriptional programs in both human and canine osteosarcoma. Building on previous work, we built a DNA methylation-based measure for the presence and abundance of various immune cell types in osteosarcoma. Finally, we determined that the underlying state of the tumor, and not changes in cell composition, were the main driver of differences in DNA methylation across the human and canine samples. SIGNIFICANCE: Genome wide comparison of DNA methylation patterns in osteosarcoma across two species lays the ground work for the exploration of DNA methylation programs that help establish conserved transcriptional programs in the context of varied mutational landscapes.
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Affiliation(s)
- Lauren J Mills
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA; Childhood Cancer Genomics Group, Department of Pediatric, School of Medicine, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Milcah C Scott
- Department of Microbiology and Immunology, Center for Immunology, School of Medicine, University of Minnesota, Minneapolis, MN 55455, USA
| | - Pankti Shah
- Roche Sequencing Solution, Pleasanton, CA, USA
| | | | | | - Benjamin Auch
- University of Minnesota Genomics Center, Minneapolis, MN 55455, USA
| | - Bridget Curtin
- Department of Surgery, University of Minnesota, Minneapolis, MN 55455, USA
| | | | - Logan G Spector
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA; Childhood Cancer Genomics Group, Department of Pediatric, School of Medicine, University of Minnesota, Minneapolis, MN 55455, USA
| | - Aaron L Sarver
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA; Animal Cancer Care and Research Program, University of Minnesota, St. Paul 55108, USA; Institute of Health Informatics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Subbaya Subramanian
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA; Department of Surgery, University of Minnesota, Minneapolis, MN 55455, USA
| | | | - Jaime F Modiano
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA; Animal Cancer Care and Research Program, University of Minnesota, St. Paul 55108, USA; Institute of Health Informatics, University of Minnesota, Minneapolis, MN 55455, USA; Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN 55108, USA; Center for Immunology, University of Minnesota, Minneapolis, MN 55455, USA; Stem Cell Institute, University of Minnesota, UDS Institute for Engineering in Medicine, Minneapolis, MN 55455, USA
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8
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Makielski KM, Donnelly AJ, Khammanivong A, Scott MC, Ortiz AR, Galvan DC, Tomiyasu H, Amaya C, Ward KA, Montoya A, Garbe JR, Mills LJ, Cutter GR, Fenger JM, Kisseberth WC, O'Brien TD, Weigel BJ, Spector LG, Bryan BA, Subramanian S, Modiano JF. Development of an exosomal gene signature to detect residual disease in dogs with osteosarcoma using a novel xenograft platform and machine learning. J Transl Med 2021; 101:1585-1596. [PMID: 34489559 DOI: 10.1038/s41374-021-00655-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 08/03/2021] [Accepted: 08/03/2021] [Indexed: 01/07/2023] Open
Abstract
Osteosarcoma has a guarded prognosis. A major hurdle in developing more effective osteosarcoma therapies is the lack of disease-specific biomarkers to predict risk, prognosis, or therapeutic response. Exosomes are secreted extracellular microvesicles emerging as powerful diagnostic tools. However, their clinical application is precluded by challenges in identifying disease-associated cargo from the vastly larger background of normal exosome cargo. We developed a method using canine osteosarcoma in mouse xenografts to distinguish tumor-derived from host-response exosomal messenger RNAs (mRNAs). The model allows for the identification of canine osteosarcoma-specific gene signatures by RNA sequencing and a species-differentiating bioinformatics pipeline. An osteosarcoma-associated signature consisting of five gene transcripts (SKA2, NEU1, PAF1, PSMG2, and NOB1) was validated in dogs with spontaneous osteosarcoma by real-time quantitative reverse transcription PCR (qRT-PCR), while a machine learning model assigned dogs into healthy or disease groups. Serum/plasma exosomes were isolated from 53 dogs in distinct clinical groups ("healthy", "osteosarcoma", "other bone tumor", or "non-neoplastic disease"). Pre-treatment samples from osteosarcoma cases were used as the training set, and a validation set from post-treatment samples was used for testing, classifying as "osteosarcoma detected" or "osteosarcoma-NOT detected". Dogs in a validation set whose post-treatment samples were classified as "osteosarcoma-NOT detected" had longer remissions, up to 15 months after treatment. In conclusion, we identified a gene signature predictive of molecular remissions with potential applications in the early detection and minimal residual disease settings. These results provide proof of concept for our discovery platform and its utilization in future studies to inform cancer risk, diagnosis, prognosis, and therapeutic response.
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Affiliation(s)
- Kelly M Makielski
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, MN, USA.
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA.
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA.
| | - Alicia J Donnelly
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, MN, USA
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, 19104, USA
| | - Ali Khammanivong
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, MN, USA
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Milcah C Scott
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, MN, USA
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- University of Minnesota, Microbiology, Immunology, and Cancer Biology Graduate Program, Minneapolis, MN, USA
| | - Andrea R Ortiz
- Texas Tech Health Sciences Center, El Paso, TX, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Dana C Galvan
- Texas Tech Health Sciences Center, El Paso, TX, USA
- Department of Radiology, University of New Mexico, Albuquerque, NM, USA
| | - Hirotaka Tomiyasu
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, MN, USA
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Veterinary Internal Medicine, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | | | - Kristin A Ward
- Texas Tech Health Sciences Center, El Paso, TX, USA
- Department of Radiation Oncology, University of Virginia, Charlottesville, VA, USA
| | - Alexa Montoya
- Texas Tech Health Sciences Center, El Paso, TX, USA
- Department of Biology, University of Texas, El Paso, TX, USA
| | - John R Garbe
- Minnesota Supercomputing Institute, University of Minnesota, Minneapolis, MN, USA
- University of Minnesota Genomics Center, University of Minnesota, Minneapolis, MN, USA
| | - Lauren J Mills
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Gary R Cutter
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Joelle M Fenger
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, The Ohio State University, Columbus, OH, USA
- The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
- Ethos Discovery, San Diego, CA, USA
| | - William C Kisseberth
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, The Ohio State University, Columbus, OH, USA
- The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Timothy D O'Brien
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Veterinary Population Medicine, University of Minnesota, Minneapolis, MN, USA
- Stem Cell Institute, University of Minnesota, Minneapolis, MN, USA
| | - Brenda J Weigel
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Logan G Spector
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Brad A Bryan
- Texas Tech Health Sciences Center, El Paso, TX, USA
| | - Subbaya Subramanian
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Surgery, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Jaime F Modiano
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, MN, USA
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Stem Cell Institute, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
- Department of Laboratory Medicine and Pathology, University of Minnesota Medical School, Minneapolis, MN, USA
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9
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Makielski KM, Donnelly AJ, Khammanivong A, Scott MC, Tomiyasu H, Garbe J, Mills LJ, Cutter GR, Ortiz A, Galvan DC, Ward K, Montoya AN, Bryan BA, Fenger JM, Kisseberth WC, Subramanian S, Modiano JF. Abstract 671: Development of an exosomal biomarker signature to detect minimal residual disease in dogs with osteosarcoma using a novel xenograft platform and machine learning. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-671] [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
Osteosarcoma, the most common primary bone tumor in humans and dogs, has a guarded prognosis. A major hurdle in developing more effective osteosarcoma therapies is the lack of disease-specific biomarkers to predict risk, prognosis, or therapeutic response. Exosomes are secreted extracellular microvesicles emerging as powerful diagnostic tools. However, the wide clinical use of exosomes is precluded by the challenges in identifying disease-associated cargo from the vastly larger background of normal exosome cargo. We developed a method using canine osteosarcoma xenografts to distinguish tumor-derived exosome mRNAs and host-response mRNAs, allowing for identification of osteosarcoma-specific gene signatures, which were then validated in samples from dogs with osteosarcoma. A canine osteosarcoma-associated gene signature was developed using exosomes from mouse xenograft experiments and a species-aware bioinformatics pipeline. Validation of the gene signature in canine serum exosomes was done by qRT-PCR analysis. Machine learning algorithms assigned dogs into healthy or disease groups based on the qRT-PCR data. Dogs in a validation set of clinical osteosarcoma cases with post-treatment samples were classified as “osteosarcoma -detected” or “osteosarcoma - NOT detected”, and clinical outcome measures were compared. An osteosarcoma-associated signature consisting of five mRNAs (SKA2, NEU1, PAF1, PSMG2, and NOB1) was identified using our canine osteosarcoma xenograft model. Serum exosomes were isolated from 53 dogs in distinct clinical groups, including “healthy”, “osteosarcoma”, “other bone tumor”, or “non-neoplastic disease”. Dogs in a validation set whose post-treatment samples were classified as “osteosarcoma - NOT detected” had longer remissions than dogs classified as “osteosarcoma - detected” for up to 15 months after treatment. In conclusion, we identified a gene signature associated with canine osteosarcoma for the detection of minimal residual disease. This gene signature was validated by qRT-PCR with serum exosomes from canine patients with osteosarcoma, and used to train artificial intelligence. The test results were predictive of molecular remissions in dogs up to 15 months after initiating therapy, suggesting it will have applications in the early detection and minimal residual disease settings. This study combines a bioinformatics approach to biomarker discovery with machine learning to correctly identify osteosarcoma in canine patients. These results set the stage for future discoveries to inform cancer risk, diagnosis, prognosis, and response to therapy.
Citation Format: Kelly M. Makielski, Alicia J. Donnelly, Ali Khammanivong, Milcah C. Scott, Hirotaka Tomiyasu, John Garbe, Lauren J. Mills, Gary R. Cutter, Andrea Ortiz, Dana C. Galvan, Kristi Ward, Alexa N. Montoya, Brad A. Bryan, Joelle M. Fenger, William C. Kisseberth, Subbaya Subramanian, Jaime F. Modiano. Development of an exosomal biomarker signature to detect minimal residual disease in dogs with osteosarcoma using a novel xenograft platform and machine learning [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 671.
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Affiliation(s)
| | | | | | | | | | - John Garbe
- 1University of Minnesota, Minneapolis, MN
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10
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Yang L, Gordon MP, Menon AK, Bruefach A, Haas K, Scott MC, Prasher RS, Urban JJ. Decoupling electron and phonon transport in single-nanowire hybrid materials for high-performance thermoelectrics. Sci Adv 2021; 7:7/20/eabe6000. [PMID: 33990321 PMCID: PMC8121422 DOI: 10.1126/sciadv.abe6000] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 03/24/2021] [Indexed: 06/12/2023]
Abstract
Organic-inorganic hybrids have recently emerged as a class of high-performing thermoelectric materials that are lightweight and mechanically flexible. However, the fundamental electrical and thermal transport in these materials has remained elusive due to the heterogeneity of bulk, polycrystalline, thin films reported thus far. Here, we systematically investigate a model hybrid comprising a single core/shell nanowire of Te-PEDOT:PSS. We show that as the nanowire diameter is reduced, the electrical conductivity increases and the thermal conductivity decreases, while the Seebeck coefficient remains nearly constant-this collectively results in a figure of merit, ZT, of 0.54 at 400 K. The origin of the decoupling of charge and heat transport lies in the fact that electrical transport occurs through the organic shell, while thermal transport is driven by the inorganic core. This study establishes design principles for high-performing thermoelectrics that leverage the unique interactions occurring at the interfaces of hybrid nanowires.
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Affiliation(s)
- Lin Yang
- Energy Storage and Distributed Resources Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Madeleine P Gordon
- The Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Applied Science and Technology Graduate Group, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Akanksha K Menon
- Energy Storage and Distributed Resources Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Alexandra Bruefach
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA 94720, USA
- National Center for Electron Microscopy, The Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Kyle Haas
- The Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- College of Engineering, University of California, Berkeley, Berkeley, CA 94720, USA
| | - M C Scott
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA 94720, USA
- National Center for Electron Microscopy, The Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Ravi S Prasher
- Energy Storage and Distributed Resources Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
- Department of Mechanical Engineering, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Jeffrey J Urban
- The Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
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11
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Gavil NV, Weyu E, Scott MC, Smith O, Wijeyesinghe S, Masopust D. Tumor-infiltrating CD8+ T cells can be resident, but exhaustion markers rather than CD69 correlate with residence and tumor specificity. The Journal of Immunology 2021. [DOI: 10.4049/jimmunol.206.supp.57.16] [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] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
Abstract
Tumor infiltrating lymphocytes (TILs) represent a heterogeneous population of both pathogen-specific bystander and tumor-specific CD8+ T cells. Within select solid tumors, the expression of exhaustion markers PD-1 and CD39 has been used to discriminate between pathogen-specific and tumor-specific cells. Independent studies across numerous types of solid tumors have also shown that CD8+ TILs can exhibit distinct signatures that imply residence, however, the migrational properties of TILs have not been fully elucidated. In this study, we employed parabiosis migration assays in a mouse model of breast cancer and demonstrated that both virus-specific bystander and tumor-specific CD8+ T cells within the tumor microenvironment (TME) can be resident. Canonical markers of resident-memory T cells (TRM), including CD69, failed to discriminate between resident cells and recent migrants. However, the expression of markers associated with T cell dysfunction (PD-1, CD39, Tim-3, Lag-3) identified a population of tumor-specific cells and was tightly correlated with residence within the TME. Thus, TRM exist within tumors, durable intratumoral residence was not well informed by common markers associated with TRM in healthy tissues, and the expression of exhaustion markers correlated with both tumor specificity and durable residence.
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Affiliation(s)
- Noah Veis Gavil
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Eyob Weyu
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Milcah C. Scott
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Olivia Smith
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Sathi Wijeyesinghe
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - David Masopust
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
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12
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Scott MC, Stolley JM, Pierson MJ, Wijeyesinghe S, Gavil NV, Masopust D. Validating cell surface markers as accurate predictors of tissue residency. The Journal of Immunology 2021. [DOI: 10.4049/jimmunol.206.supp.103.28] [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] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
Abstract
Tissue resident memory T cells (TRM) represent the dominant antigen-experienced T cell subset that mediate local immunosurveillance in non-lymphoid tissues (NLT). Most accurately defined using migration assays, including parabiosis surgery and tissue grafting, TRM remain situated within NLT without recirculating through the blood. Such migration assays are challenging and often impossible to perform given animal-use approval or experimental constraints. These limitations have necessitated the use of cell surface markers such as CD69 and CD103 as surrogates for residency in the absence of more stringent approaches. Yet reliance on these cell surface markers alone often fails to accurately predict residency in tissues. As such, we performed a systematic interrogation of the correlation between flow cytometric staining profiles and the property of durable residence as assessed using parabiosis. In multiple infection models, we found that no consistent marker combination accurately identifies and captures the abundance and heterogeneity of TRM in diverse NLT. By evaluating the usefulness of cell surface markers as diagnostic of residency on a tissue- and infection-specific basis, we identified tissue specific phenotypes that reproducibly predicted residency in three infection models. These findings are important because refined analyses of TRM populations is key to addressing deficiencies in our understanding of how TRM mediate immunosurveillance. Ongoing work will further validate these tissue-specific phenotypes in additional infection models and ‘dirty mice’ that contain CD69+ T cells within the equilibrating T cell populations.
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Affiliation(s)
- Milcah C Scott
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - J. Michael Stolley
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Mark J Pierson
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Sathi Wijeyesinghe
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Noah Veis Gavil
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - David Masopust
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
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13
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Makielski KM, Donnelly AJ, Scott MC, Tomiyasu H, Khammanivong A, Kisseberth WC, Modiano JF. Abstract B59: Validation of an exosomal osteosarcoma-associated gene signature in dogs with osteosarcoma. Clin Cancer Res 2020. [DOI: 10.1158/1557-3265.liqbiop20-b59] [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
Introduction: Osteosarcoma, the most common primary bone tumor in dogs, has a guarded prognosis. A major hurdle in developing more effective therapies is the lack of osteosarcoma-specific biomarkers to predict risk, prognosis, or therapeutic response. Exosomes are secreted microvesicles emerging as powerful diagnostic tools. However, wide clinical use of exosomes is precluded by the difficulty in identifying diseased cargo from the vastly larger background of normal cargo. We developed a method to distinguish tumor-derived exosome cargo from normal background, allowing for identification of an osteosarcoma-specific gene signature.
Methods: Serum exosomes were enriched from osteosarcoma xenografts and control mice. Enriched genes associated with canine osteosarcoma were identified with RNA-sequencing. From identified candidates, we defined an osteosarcoma-associated gene signature. qRT-PCR amplification validated the gene signature in serum exosomes from clinical canine cases. Machine learning algorithms classified patients into disease groups based on this gene signature.
Results: We identified an osteosarcoma-associated signature consisting of five mRNAs (SKA2, NEU1, PAF1, PSMG2, and NOB1). Serum exosomes were isolated from dogs in clinical groups, including “healthy,” “osteosarcoma,” “other bone tumor,” or “non-neoplastic disease.” Machine learning classified samples, with 82% and 86% of untrained samples predicted as osteosarcoma by CN2 and RF models, respectively. Post-treatment samples “misclassified” as non-osteosarcoma were associated with longer remissions, potentially from a lack of remaining osteosarcoma cells.
Conclusions: We identified a gene signature associated with canine osteosarcoma. This gene signature was validated by qRT-PCR with serum exosomes from patients with osteosarcoma, as well as used to train artificial intelligence to correctly classify canine patients according to disease group with up to 93.8% accuracy.
Clinical Significance: This study combines a bioinformatics approach to biomarker discovery with machine learning to correctly identify osteosarcoma in canine patients. These results set the stage for future discoveries to inform cancer risk, diagnosis, prognosis, and response to therapy.
Citation Format: Kelly M. Makielski, Alicia J. Donnelly, Milcah C. Scott, Hirotaka Tomiyasu, Ali Khammanivong, William C. Kisseberth, Jaime F. Modiano. Validation of an exosomal osteosarcoma-associated gene signature in dogs with osteosarcoma [abstract]. In: Proceedings of the AACR Special Conference on Advances in Liquid Biopsies; Jan 13-16, 2020; Miami, FL. Philadelphia (PA): AACR; Clin Cancer Res 2020;26(11_Suppl):Abstract nr B59.
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14
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Quarnstrom CF, Fonseca R, Beura LK, Ghoneim HE, Fan Y, Zebley CC, Scott MC, Fares-Frederickson NJ, Wijeyesinghe SP, Thompson EA, da Silva HB, Vezys V, Youngblood BA, Masopust D. Developmental plasticity allows outside-in immune responses by resident memory T cells. The Journal of Immunology 2020. [DOI: 10.4049/jimmunol.204.supp.81.19] [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] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Central memory T (TCM) cells patrol lymph nodes and perform conventional memory responses upon re-stimulation: proliferation, migration, and differentiation into diverse T cell subsets while also self-renewing. Resident memory T (TRM) cells are parked within single organs, share properties with terminal effectors, and contribute to rapid host protection. We observed that reactivated TRM cells rejoined the circulating pool. Epigenetic analyses revealed that TRM cells align closely with conventional memory T cell populations, bearing little resemblance to recently activated effectors. Fully differentiated TRM cells isolated from small intestine epithelium exhibited the potential to differentiate into TCM, TEM, and TRM cells upon recall. Ex-TRM cells, former intestinal TRM that rejoined the circulating pool, heritably maintained a predilection for homing back to their tissue of origin upon subsequent reactivation and a heightened capacity to re-differentiate into TRM cells. Thus, TRM cells can rejoin the circulation but are advantaged to re-form local TRM when called upon.
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Affiliation(s)
- Clare F Quarnstrom
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Raissa Fonseca
- 2The Peter Doherty Institute for Infection and Immunity, Univ. Melbourne
| | - Lalit K Beura
- 3Dept. of Molecular Microbiology and Immunology, Brown University
| | | | | | | | - Milcah C Scott
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | | | - Sathi P Wijeyesinghe
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Emily A Thompson
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | | | - Vaiva Vezys
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | | | - David Masopust
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
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15
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Athanasiou AT, Nussbaumer T, Kummer S, Hofer M, Johnston IG, Staltner M, Allmer DM, Scott MC, Vogl C, Fenger JM, Modiano JF, Walter I, Steinborn R. S100A4 mRNA-protein relationship uncovered by measurement noise reduction. J Mol Med (Berl) 2020; 98:735-749. [PMID: 32296879 PMCID: PMC7241963 DOI: 10.1007/s00109-020-01898-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 02/28/2020] [Accepted: 03/12/2020] [Indexed: 10/30/2022]
Abstract
Intrinsic biological fluctuation and/or measurement error can obscure the association of gene expression patterns between RNA and protein levels. Appropriate normalization of reverse-transcription quantitative PCR (RT-qPCR) data can reduce technical noise in transcript measurement, thus uncovering such relationships. The accuracy of gene expression measurement is often challenged in the context of cancer due to the genetic instability and "splicing weakness" involved. Here, we sequenced the poly(A) cancer transcriptome of canine osteosarcoma using mRNA-Seq. Expressed sequences were resolved at the level of two consecutive exons to enable the design of exon-border spanning RT-qPCR assays and ranked for stability based on the coefficient of variation (CV). Using the same template type for RT-qPCR validation, i.e. poly(A) RNA, avoided skewing of stability assessment by circular RNAs (circRNAs) and/or rRNA deregulation. The strength of the relationship between mRNA expression of the tumour marker S100A4 and its proportion score of quantitative immunohistochemistry (qIHC) was introduced as an experimental readout to fine-tune the normalization choice. Together with the essential logit transformation of qIHC scores, this approach reduced the noise of measurement as demonstrated by uncovering a highly significant, strong association between mRNA and protein expressions of S100A4 (Spearman's coefficient ρ = 0.72 (p = 0.006)). KEY MESSAGES: • RNA-seq identifies stable pairs of consecutive exons in a heterogeneous tumour. • Poly(A) RNA templates for RT-qPCR avoid bias from circRNA and rRNA deregulation. • HNRNPL is stably expressed across various cancer tissues and osteosarcoma. • Logit transformed qIHC score better associates with mRNA amount. • Quantification of minor S100A4 mRNA species requires poly(A) RNA templates and dPCR.
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Affiliation(s)
| | - Thomas Nussbaumer
- Computational Systems Biology, University of Vienna, Althanstrasse 14, A-1090, Vienna, Austria
| | - Stefan Kummer
- VetBioBank, VetCore, University of Veterinary Medicine, Veterinärplatz 1, A-1210, Vienna, Austria
| | - Martin Hofer
- Genomics Core Facility, VetCore, University of Veterinary Medicine, Veterinärplatz 1, A-1210, Vienna, Austria
| | - Iain G Johnston
- Department of Mathematics, University of Bergen, Bergen, Norway
| | - Moritz Staltner
- Genomics Core Facility, VetCore, University of Veterinary Medicine, Veterinärplatz 1, A-1210, Vienna, Austria
| | - Daniela M Allmer
- Genomics Core Facility, VetCore, University of Veterinary Medicine, Veterinärplatz 1, A-1210, Vienna, Austria
| | - Milcah C Scott
- College of Veterinary Medicine and Masonic Cancer Center, University of Minnesota, 425 East River Road, Minneapolis, MN, USA
| | - Claus Vogl
- Institute of Animal Breeding and Genetics, Department for Biomedical Sciences, University of Veterinary Medicine, Veterinärplatz 1, A-1210, Vienna, Austria
| | - Joelle M Fenger
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, The Ohio State University, 1900 Coffey Road, Columbus, OH, USA
| | - Jaime F Modiano
- College of Veterinary Medicine and Masonic Cancer Center, University of Minnesota, 425 East River Road, Minneapolis, MN, USA
| | - Ingrid Walter
- VetBioBank, VetCore, University of Veterinary Medicine, Veterinärplatz 1, A-1210, Vienna, Austria
- Institute of Pathology, Department of Pathobiology, University of Veterinary Medicine, Veterinärplatz 1, A-1210, Vienna, Austria
| | - Ralf Steinborn
- Genomics Core Facility, VetCore, University of Veterinary Medicine, Veterinärplatz 1, A-1210, Vienna, Austria.
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16
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Beura LK, Pierson MJ, Wijeyesinghe SP, Scott MC, Semler MR, Quarnstrom C, Hart SH, O’Connor D, Estes JD, Vezys V, Masopust D. Pet shop mice are infected with a novel lymphocytic choriomeningitis virus strain that sustains an abundance of stem-like PD-1+ CD8 T cells. The Journal of Immunology 2020. [DOI: 10.4049/jimmunol.204.supp.95.11] [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] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Lymphocytic choriomeningitis virus (LCMV) is a natural mouse pathogen. LCMV Armstrong, an acutely resolved strain, and LCMV Clone13, a mutant that establishes chronic infection, have provided contrasting infection models that continue to inform the fundamental biology of T cell differentiation, regulation of exhaustion, and response to checkpoint blockade. Here, we describe LCMV Minnesota (LCMV-MN), which was transmitted to laboratory mice upon cohousing with pet shop mice and shares 80–95% amino acid homology with previously characterized LCMV strains. Infection of laboratory mice with purified LCMV-MN resulted in widely disseminated viral replication and viremia that was controlled within 15–30 days; which is of intermediate duration between LCMV Armstrong and Clone13. The magnitude of the LCMV-MN specific CD8+ T cell was maintained at much higher levels than that observed after LCMV Armstrong or Clone13 infections. LCMV-MN responding CD8+ T cells were further associated with significantly biased differentiation towards the recently described PD1+ CXCR5+ Tim-3lo stem-like CD8+ T cell population that was previously shown to be largely responsible for responsiveness to PD-1 inhibitory checkpoint blockade. In contrast to LCMV Clone13-induced responses, this subset persisted after resolution of LCMV-MN viremia, yet transcriptionally, phenotypically and functionally resembled PD1+ TCF1+ stem-like CD8+ T cells maintained by LCMV Clone13 infection. Together with existing models, LCMV-MN may contribute to a better understanding of the breadth of immune response in different chronic infections or tumor settings as well as the regulation of responsiveness to PD-1 blockade.
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Affiliation(s)
- Lalit K Beura
- 1Dept. of Molecular Microbiology and Immunology, Brown University
- 2Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Mark J Pierson
- 2Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Sathi P Wijeyesinghe
- 2Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Milcah C Scott
- 2Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Mathew R Semler
- 3Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison
| | - Clare Quarnstrom
- 2Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Sara Hamilton Hart
- 4Dept. of Laboratory Medicine and Pathology, Center for Immunology, University of Minnesota
| | - David O’Connor
- 3Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison
| | | | - Vaiva Vezys
- 2Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - David Masopust
- 2Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
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17
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Fonseca R, Beura LK, Quarnstrom CF, Ghoneim HE, Fan Y, Zebley CC, Scott MC, Fares-Frederickson NJ, Wijeyesinghe S, Thompson EA, Borges da Silva H, Vezys V, Youngblood B, Masopust D. Developmental plasticity allows outside-in immune responses by resident memory T cells. Nat Immunol 2020; 21:412-421. [PMID: 32066954 PMCID: PMC7096285 DOI: 10.1038/s41590-020-0607-7] [Citation(s) in RCA: 171] [Impact Index Per Article: 42.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 01/17/2020] [Indexed: 01/02/2023]
Abstract
Central memory T (TCM) cells patrol lymph nodes and perform conventional memory responses on restimulation: proliferation, migration and differentiation into diverse T cell subsets while also self-renewing. Resident memory T (TRM) cells are parked within single organs, share properties with terminal effectors and contribute to rapid host protection. We observed that reactivated TRM cells rejoined the circulating pool. Epigenetic analyses revealed that TRM cells align closely with conventional memory T cell populations, bearing little resemblance to recently activated effectors. Fully differentiated TRM cells isolated from small intestine epithelium exhibited the potential to differentiate into TCM cells, effector memory T cells and TRM cells on recall. Ex-TRM cells, former intestinal TRM cells that rejoined the circulating pool, heritably maintained a predilection for homing back to their tissue of origin on subsequent reactivation and a heightened capacity to redifferentiate into TRM cells. Thus, TRM cells can rejoin the circulation but are advantaged to re-form local TRM when called on.
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Affiliation(s)
- Raissa Fonseca
- Department of Microbiology and Immunology, Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, USA.,Department of Microbiology and Immunology, University of Melbourne and the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Lalit K Beura
- Department of Microbiology and Immunology, Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, USA.,Department of Molecular Microbiology and Immunology, Brown University, Providence, RI, USA
| | - Clare F Quarnstrom
- Department of Microbiology and Immunology, Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Hazem E Ghoneim
- Department of Immunology, St Jude Children's Research Hospital, Memphis, TN, USA.,Department of Microbial Infection and Immunity, College of Medicine, Ohio State University, Columbus, OH, USA
| | - Yiping Fan
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Caitlin C Zebley
- Department of Immunology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Milcah C Scott
- Department of Microbiology and Immunology, Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Nancy J Fares-Frederickson
- Department of Microbiology and Immunology, Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Sathi Wijeyesinghe
- Department of Microbiology and Immunology, Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Emily A Thompson
- Department of Microbiology and Immunology, Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Henrique Borges da Silva
- Department of Laboratory Medicine and Pathology, Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Vaiva Vezys
- Department of Microbiology and Immunology, Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Benjamin Youngblood
- Department of Immunology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - David Masopust
- Department of Microbiology and Immunology, Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, USA.
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18
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Megquier K, Turner-Maier J, Swofford R, Kim JH, Sarver AL, Wang C, Sakthikumar S, Johnson J, Koltookian M, Lewellen M, Scott MC, Schulte AJ, Borst L, Tonomura N, Alfoldi J, Painter C, Thomas R, Karlsson EK, Breen M, Modiano JF, Elvers I, Lindblad-Toh K. Comparative Genomics Reveals Shared Mutational Landscape in Canine Hemangiosarcoma and Human Angiosarcoma. Mol Cancer Res 2019; 17:2410-2421. [PMID: 31570656 PMCID: PMC7067513 DOI: 10.1158/1541-7786.mcr-19-0221] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 07/12/2019] [Accepted: 09/25/2019] [Indexed: 12/23/2022]
Abstract
Angiosarcoma is a highly aggressive cancer of blood vessel-forming cells with few effective treatment options and high patient mortality. It is both rare and heterogenous, making large, well-powered genomic studies nearly impossible. Dogs commonly suffer from a similar cancer, called hemangiosarcoma, with breeds like the golden retriever carrying heritable genetic factors that put them at high risk. If the clinical similarity of canine hemangiosarcoma and human angiosarcoma reflects shared genomic etiology, dogs could be a critically needed model for advancing angiosarcoma research. We assessed the genomic landscape of canine hemangiosarcoma via whole-exome sequencing (47 golden retriever hemangiosarcomas) and RNA sequencing (74 hemangiosarcomas from multiple breeds). Somatic coding mutations occurred most frequently in the tumor suppressor TP53 (59.6% of cases) as well as two genes in the PI3K pathway: the oncogene PIK3CA (29.8%) and its regulatory subunit PIK3R1 (8.5%). The predominant mutational signature was the age-associated deamination of cytosine to thymine. As reported in human angiosarcoma, CDKN2A/B was recurrently deleted and VEGFA, KDR, and KIT recurrently gained. We compared the canine data to human data recently released by The Angiosarcoma Project, and found many of the same genes and pathways significantly enriched for somatic mutations, particularly in breast and visceral angiosarcomas. Canine hemangiosarcoma closely models the genomic landscape of human angiosarcoma of the breast and viscera, and is a powerful tool for investigating the pathogenesis of this devastating disease. IMPLICATIONS: We characterize the genomic landscape of canine hemangiosarcoma and demonstrate its similarity to human angiosarcoma.
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Affiliation(s)
- Kate Megquier
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts.
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | | | - Ross Swofford
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Jong-Hyuk Kim
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, Minnesota
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, Minnesota
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Aaron L Sarver
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, Minnesota
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota
| | - Chao Wang
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Sharadha Sakthikumar
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Jeremy Johnson
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | | | - Mitzi Lewellen
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, Minnesota
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, Minnesota
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Milcah C Scott
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, Minnesota
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, Minnesota
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Ashley J Schulte
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, Minnesota
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, Minnesota
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Luke Borst
- Department of Clinical Sciences, North Carolina State College of Veterinary Medicine, Raleigh, North Carolina
| | - Noriko Tonomura
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Tufts Cummings School of Veterinary Medicine, North Grafton, Massachusetts
| | - Jessica Alfoldi
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Corrie Painter
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Count Me In, Cambridge, Massachusetts
| | - Rachael Thomas
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, and Comparative Medicine Institute, Raleigh, North Carolina
| | - Elinor K Karlsson
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, Massachusetts
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Matthew Breen
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, and Comparative Medicine Institute, Raleigh, North Carolina
| | - Jaime F Modiano
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, Minnesota
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, Minnesota
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Center for Immunology, University of Minnesota, Minneapolis, Minneapolis
- Stem Cell Institute, University of Minnesota, Minneapolis, Minnesota
- Institute for Engineering in Medicine, University of Minnesota, Minneapolis, Minnesota
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Ingegerd Elvers
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Kerstin Lindblad-Toh
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts.
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
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19
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Beura LK, Fares-Frederickson NJ, Steinert EM, Scott MC, Thompson EA, Fraser KA, Schenkel JM, Vezys V, Masopust D. CD4+ resident memory T cells dominate immunosurveillance and orchestrate local recall responses. The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.66.21] [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] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Migratory dynamics of T cells influence outcomes of infections and cancer. This study addresses how CD4+ T cell immunosurveillance strategies compare to CD8+ T cells by analyzing migration, transcriptome, phenotype, and function. After acute viral infection, memory CD4+ T cells predominantly utilized residence to survey nonlymphoid tissues, albeit not as stringently as observed for CD8+ T cells. In contrast, memory CD4+ T cells were more likely to be resident within lymphoid organs than CD8+ T cells. Migration properties of memory-phenotype CD4+ T cells in non-SPF parabionts were similar, generalizing these results to diverse infections and conditions. CD4+ and CD8+ resident memory T cells (TRM) shared overlapping transcriptional signatures and location-specific features, such as granzyme B expression in the small intestine, revealing tissue-specific and migration property-specific, in addition to lineage-specific, differentiation programs. Functionally, mucosal CD4+ TRM reactivation locally triggered both chemokine expression and broad immune cell activation. Thus, residence provides a dominant mechanism for regionalizing CD4+ T cell immunity, and location enforces shared transcriptional, phenotypic, and functional properties with CD8+ T cells.
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Affiliation(s)
- Lalit K Beura
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | | | - Elizabeth Marie Steinert
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
- 2Feinberg School of Medicine, Northwestern University
| | - Milcah C Scott
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - Emily A Thompson
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
- 3Bluebird Bio
| | - Kathryn A Fraser
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
- 4Takeda Pharmaceuticals
| | - Jason M Schenkel
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
- 5Brigham and Women’s Hospital, Harvard medical school
| | - Vaiva Vezys
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
| | - David Masopust
- 1Dept. of Microbiology and Immunology, Center for Immunology, University of Minnesota
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20
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Beura LK, Fares-Frederickson NJ, Steinert EM, Scott MC, Thompson EA, Fraser KA, Schenkel JM, Vezys V, Masopust D. CD4 + resident memory T cells dominate immunosurveillance and orchestrate local recall responses. J Exp Med 2019; 216:1214-1229. [PMID: 30923043 PMCID: PMC6504216 DOI: 10.1084/jem.20181365] [Citation(s) in RCA: 113] [Impact Index Per Article: 22.6] [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: 07/18/2018] [Revised: 01/22/2019] [Accepted: 03/14/2019] [Indexed: 12/19/2022] Open
Abstract
This study examines the extent to which memory CD4+ T cells share immunosurveillance strategies with CD8+ resident memory T cells (TRM). After acute viral infection, memory CD4+ T cells predominantly used residence to survey nonlymphoid tissues, albeit not as stringently as observed for CD8+ T cells. In contrast, memory CD4+ T cells were more likely to be resident within lymphoid organs than CD8+ T cells. Migration properties of memory-phenotype CD4+ T cells in non-SPF parabionts were similar, generalizing these results to diverse infections and conditions. CD4+ and CD8+ TRM shared overlapping transcriptional signatures and location-specific features, such as granzyme B expression in the small intestine, revealing tissue-specific and migration property-specific, in addition to lineage-specific, differentiation programs. Functionally, mucosal CD4+ TRM reactivation locally triggered both chemokine expression and broad immune cell activation. Thus, residence provides a dominant mechanism for regionalizing CD4+ T cell immunity, and location enforces shared transcriptional, phenotypic, and functional properties with CD8+ T cells.
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Affiliation(s)
- Lalit K Beura
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN.,Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Nancy J Fares-Frederickson
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN.,Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Elizabeth M Steinert
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN.,Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Milcah C Scott
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN.,Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Emily A Thompson
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN.,Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Kathryn A Fraser
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN.,Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Jason M Schenkel
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN.,Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Vaiva Vezys
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN.,Center for Immunology, University of Minnesota, Minneapolis, MN
| | - David Masopust
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN .,Center for Immunology, University of Minnesota, Minneapolis, MN
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21
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Borges da Silva H, Beura LK, Wang H, Hanse EA, Gore R, Scott MC, Walsh DA, Block KE, Fonseca R, Yan Y, Hippen KL, Blazar BR, Masopust D, Kelekar A, Vulchanova L, Hogquist KA, Jameson SC. The purinergic receptor P2RX7 directs metabolic fitness of long-lived memory CD8 + T cells. Nature 2018; 559:264-268. [PMID: 29973721 PMCID: PMC6054485 DOI: 10.1038/s41586-018-0282-0] [Citation(s) in RCA: 170] [Impact Index Per Article: 28.3] [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: 09/21/2017] [Accepted: 05/15/2018] [Indexed: 12/12/2022]
Abstract
Extracellular ATP (eATP) is an ancient 'danger signal' used by eukaryotes to detect cellular damage1. In mice and humans, the release of eATP during inflammation or injury stimulates both innate immune activation and chronic pain through the purinergic receptor P2RX72-4. It is unclear, however, whether this pathway influences the generation of immunological memory, a hallmark of the adaptive immune system that constitutes the basis of vaccines and protective immunity against re-infection5,6. Here we show that P2RX7 is required for the establishment, maintenance and functionality of long-lived central and tissue-resident memory CD8+ T cell populations in mice. By contrast, P2RX7 is not required for the generation of short-lived effector CD8+ T cells. Mechanistically, P2RX7 promotes mitochondrial homeostasis and metabolic function in differentiating memory CD8+ T cells, at least in part by inducing AMP-activated protein kinase. Pharmacological inhibitors of P2RX7 provoked dysregulated metabolism and differentiation of activated mouse and human CD8+ T cells in vitro, and transient P2RX7 blockade in vivo ameliorated neuropathic pain but also compromised production of CD8+ memory T cells. These findings show that activation of P2RX7 by eATP provides a common currency that both alerts the nervous and immune system to tissue damage, and promotes the metabolic fitness and survival of the most durable and functionally relevant memory CD8+ T cell populations.
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Affiliation(s)
- Henrique Borges da Silva
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Lalit K Beura
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Haiguang Wang
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Eric A Hanse
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Reshma Gore
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, USA
| | - Milcah C Scott
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Daniel A Walsh
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Katharine E Block
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Raissa Fonseca
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Yan Yan
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Keli L Hippen
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Bruce R Blazar
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - David Masopust
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN, USA
| | - Ameeta Kelekar
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Lucy Vulchanova
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, USA
| | - Kristin A Hogquist
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.,Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Stephen C Jameson
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA. .,Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA.
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22
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Camilleri ET, Beckmann PJ, Larson JD, Kurata M, Shu J, Pope E, Hudson WA, Temiz NA, Rathe SK, LaRue RS, Sarver AE, Scott MC, Varshney J, Modiano JF, Moriarity BS, Sarver AL, Seshagiri S, Largaespada DA. Abstract 2264: RNA sequencing based analysis of transposon-induced tumors reveals novel insights into cancer pathogenesis and progression. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-2264] [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
Current challenges in oncology include the discovery of drivers suitable for targeting using small molecules or antibodies and predictive animal models. We're addressing these challenges in several ways. We have developed mouse models using the Sleeping Beauty (SB) transposon system to perform unbiased, forward genetic screens to define strong candidate cancer genes. Further, our studies and others have utilized transposon mutagenesis to derive cancers from all three germ layers including carcinomas, sarcomas, neuroectodermal tumors, and hematopoietic malignancies. We hypothesize that data from these screens will help to identify genetic drivers of human cancer that are altered at the gene copy number or epigenetic levels. Our T2/Onc SB transposons create fusions with endogenous gene transcripts and RNA sequencing (RNA-seq) reveals the genes targeted in the tumor. From these results, correlations can be drawn between the alteration of specific genes and changes in tumor gene expression patterns. Thus, the goals of our recent research have been to discover novel associations between SB-induced tumor phenotypes and specific driver gene alterations (i.e. the tumor genotype). Moreover, RNA-seq has also revealed tumor molecular subtypes, in many cases with correlating transposon insertion mutations. Several examples will be described: mammary tumors, osteosarcoma (OS), medulloblastoma and central nervous system primitive neuro-ectodermal tumors. In each case, RNA-seq has revealed novel genotype-phenotype correlations including drivers of high cell cycle activity, metastasis, white blood cell exclusion from the tumor, SHH pathway activation, and hormone receptor signaling. These models provide a source of genetically heterogenous tumors with the same initiating mutation useful for identifying cooperating pathways and drivers of specific tumor phenotypes. Secondly, we are using SB transposon mutagenesis to understand the genetic basis of chemotherapy resistance in cancer including OS. In our OS model, SB mutagenesis is an ongoing process due to the constitutive expression of SB transposase, which permits the continued mobilization of transposons. We hypothesize that in vivo treatment with chemotherapy agents will allow tumor cells that contain transposon mutations in chemoresistance genes to persist. Preliminary studies with primary tumor cells derived from SB-enhanced OS tumors demonstrate resistance to combination chemotherapy treatment in vivo. Further analysis to identify candidate chemotherapy resistance genes are currently underway.
Citation Format: Emily T. Camilleri, Pauli J. Beckmann, Jon D. Larson, Morito Kurata, Jingmin Shu, Emily Pope, Wendy A. Hudson, Nuri A. Temiz, Susan K. Rathe, Rebecca S. LaRue, Anne E. Sarver, Milcah C. Scott, Jyotika Varshney, Jaime F. Modiano, Branden S. Moriarity, Aaron L. Sarver, Somasekar Seshagiri, David A. Largaespada. RNA sequencing based analysis of transposon-induced tumors reveals novel insights into cancer pathogenesis and progression [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 2264.
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23
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Scott MC, Temiz NA, Sarver AE, LaRue RS, Rathe SK, Varshney J, Wolf NK, Moriarity BS, O'Brien TD, Spector LG, Largaespada DA, Modiano JF, Subramanian S, Sarver AL. Comparative Transcriptome Analysis Quantifies Immune Cell Transcript Levels, Metastatic Progression, and Survival in Osteosarcoma. Cancer Res 2017; 78:326-337. [PMID: 29066513 DOI: 10.1158/0008-5472.can-17-0576] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 07/13/2017] [Accepted: 10/18/2017] [Indexed: 12/20/2022]
Abstract
Overall survival of patients with osteosarcoma (OS) has improved little in the past three decades, and better models for study are needed. OS is common in large dog breeds and is genetically inducible in mice, making the disease ideal for comparative genomic analyses across species. Understanding the level of conservation of intertumor transcriptional variation across species and how it is associated with progression to metastasis will enable us to more efficiently develop effective strategies to manage OS and to improve therapy. In this study, transcriptional profiles of OS tumors and cell lines derived from humans (n = 49), mice (n = 103), and dogs (n = 34) were generated using RNA sequencing. Conserved intertumor transcriptional variation was present in tumor sets from all three species and comprised gene clusters associated with cell cycle and mitosis and with the presence or absence of immune cells. Further, we developed a novel gene cluster expression summary score (GCESS) to quantify intertumor transcriptional variation and demonstrated that these GCESS values associated with patient outcome. Human OS tumors with GCESS values suggesting decreased immune cell presence were associated with metastasis and poor survival. We validated these results in an independent human OS tumor cohort and in 15 different tumor data sets obtained from The Cancer Genome Atlas. Our results suggest that quantification of immune cell absence and tumor cell proliferation may better inform therapeutic decisions and improve overall survival for OS patients.Significance: This study offers new tools to quantify tumor heterogeneity in osteosarcoma, identifying potentially useful prognostic biomarkers for metastatic progression and survival in patients. Cancer Res; 78(2); 326-37. ©2017 AACR.
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Affiliation(s)
- Milcah C Scott
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, Minnesota
- Department of Veterinary Clinical Sciences, University of Minnesota College of Veterinary Medicine, St. Paul, Minnesota
| | - Nuri A Temiz
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota
| | - Anne E Sarver
- Department of Surgery, University of Minnesota School of Medicine, Minneapolis, Minnesota
- Department of Pediatrics, University of Minnesota School of Medicine, Minneapolis, Minnesota
| | - Rebecca S LaRue
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Department of Medicine, University of Minnesota School of Medicine, Minneapolis, Minnesota
| | - Susan K Rathe
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Jyotika Varshney
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Natalie K Wolf
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Department of Genetics, Cell Biology and Development, University of Minnesota School of Medicine, Minneapolis, Minnesota
| | - Branden S Moriarity
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Brain Tumor Program, University of Minnesota, Minneapolis, Minnesota
- Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota
- Department of Veterinary Population Medicine, University of Minnesota College of Veterinary Medicine, St. Paul, Minnesota
| | - Timothy D O'Brien
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, Minnesota
- Department of Veterinary Population Medicine, University of Minnesota College of Veterinary Medicine, St. Paul, Minnesota
- Stem Cell Institute University of Minnesota, Minneapolis, Minnesota
| | - Logan G Spector
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Department of Pediatrics, University of Minnesota School of Medicine, Minneapolis, Minnesota
| | - David A Largaespada
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Department of Pediatrics, University of Minnesota School of Medicine, Minneapolis, Minnesota
- Department of Genetics, Cell Biology and Development, University of Minnesota School of Medicine, Minneapolis, Minnesota
- Brain Tumor Program, University of Minnesota, Minneapolis, Minnesota
- Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota
| | - Jaime F Modiano
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, Minnesota
- Department of Veterinary Clinical Sciences, University of Minnesota College of Veterinary Medicine, St. Paul, Minnesota
- Stem Cell Institute University of Minnesota, Minneapolis, Minnesota
- Department of Laboratory Medicine and Pathology, University of Minnesota School of Medicine, Minneapolis, Minnesota
- Center for Immunology, University of Minnesota, Minneapolis, Minnesota
| | - Subbaya Subramanian
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Department of Surgery, University of Minnesota School of Medicine, Minneapolis, Minnesota
| | - Aaron L Sarver
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota.
- Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota
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24
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Scott MC, Garbe JR, Tomiyasu H, Donnelly A, Bryan BA, Subramanian S, Modiano JF. Abstract 817: Unbiased discovery of exosome-associated biomarkers using xenograft models. Tumour Biol 2017. [DOI: 10.1158/1538-7445.am2017-817] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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25
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John RA, Boix PP, Yi C, Shi C, Scott MC, Veldhuis SA, Minor AM, Zakeeruddin SM, Wong LH, Grätzel M, Mathews N. Atomically Altered Hematite for Highly Efficient Perovskite Tandem Water-Splitting Devices. ChemSusChem 2017; 10:2449-2456. [PMID: 28371520 DOI: 10.1002/cssc.201700159] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2017] [Revised: 03/31/2017] [Indexed: 06/07/2023]
Abstract
Photoelectrochemical (PEC) cells are attractive for storing solar energy in chemical bonds through cleaving of water into oxygen and hydrogen. Although hematite (α-Fe2 O3 ) is a promising photoanode material owing to its chemical stability, suitable band gap, low cost, and environmental friendliness, its performance is limited by short carrier lifetimes, poor conductivity, and sluggish kinetics leading to low (solar-to-hydrogen) STH efficiency. Herein, we combine solution-based hydrothermal growth and a post-growth surface exposure through atomic layer deposition (ALD) to show a dramatic enhancement of the efficiency for water photolysis. These modified photoanodes show a high photocurrent of 3.12 mA cm-2 at 1.23 V versus RHE, (>5 times higher than Fe2 O3 ) and a plateau photocurrent of 4.5 mA cm-2 at 1.5 V versus RHE. We demonstrate that these photoanodes in tandem with a CH3 NH3 PbI3 perovskite solar cell achieves overall unassisted water splitting with an STH conversion efficiency of 3.4 %, constituting a new benchmark for hematite-based tandem systems.
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Affiliation(s)
- Rohit Abraham John
- School of Materials Science and Engineering, Nanyang Technological University, Nanyang Avenue, Singapore, 639798, Singapore
| | - Pablo P Boix
- Energy Research Institute @NTU, ERI@N, Research Techno Plaza, X-Frontier Block, Level 5, 50 Nanyang Drive, Singapore, 637553, Singapore
| | - Chenyi Yi
- Laboratory of Photonics and Interfaces, Department of Chemistry and Chemical Engineering, Swiss Federal Institute of Technology, Station 6, 1015, Lausanne, Switzerland
| | - Chen Shi
- Energy Research Institute @NTU, ERI@N, Research Techno Plaza, X-Frontier Block, Level 5, 50 Nanyang Drive, Singapore, 637553, Singapore
| | - M C Scott
- Department of Materials Science and Engineering, University of California, Berkeley, CA, 94720, USA
- National Center for Electron Microscopy, Molecular Foundry, Lawrence, Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Sjoerd A Veldhuis
- Energy Research Institute @NTU, ERI@N, Research Techno Plaza, X-Frontier Block, Level 5, 50 Nanyang Drive, Singapore, 637553, Singapore
| | - Andrew M Minor
- Department of Materials Science and Engineering, University of California, Berkeley, CA, 94720, USA
- National Center for Electron Microscopy, Molecular Foundry, Lawrence, Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Shaik M Zakeeruddin
- Laboratory of Photonics and Interfaces, Department of Chemistry and Chemical Engineering, Swiss Federal Institute of Technology, Station 6, 1015, Lausanne, Switzerland
| | - Lydia Helena Wong
- School of Materials Science and Engineering, Nanyang Technological University, Nanyang Avenue, Singapore, 639798, Singapore
| | - Michael Grätzel
- Laboratory of Photonics and Interfaces, Department of Chemistry and Chemical Engineering, Swiss Federal Institute of Technology, Station 6, 1015, Lausanne, Switzerland
| | - Nripan Mathews
- School of Materials Science and Engineering, Nanyang Technological University, Nanyang Avenue, Singapore, 639798, Singapore
- Energy Research Institute @NTU, ERI@N, Research Techno Plaza, X-Frontier Block, Level 5, 50 Nanyang Drive, Singapore, 637553, Singapore
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26
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Scott MC, Tomiyasu H, Garbe JR, Cornax I, Amaya C, O'Sullivan MG, Subramanian S, Bryan BA, Modiano JF. Heterotypic mouse models of canine osteosarcoma recapitulate tumor heterogeneity and biological behavior. Dis Model Mech 2016; 9:1435-1444. [PMID: 27874835 PMCID: PMC5200896 DOI: 10.1242/dmm.026849] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Accepted: 09/23/2016] [Indexed: 01/03/2023] Open
Abstract
Osteosarcoma (OS) is a heterogeneous and rare disease with a disproportionate impact because it mainly affects children and adolescents. Lamentably, more than half of patients with OS succumb to metastatic disease. Clarification of the etiology of the disease, development of better strategies to manage progression, and methods to guide personalized treatments are among the unmet health needs for OS patients. Progress in managing the disease has been hindered by the extreme heterogeneity of OS; thus, better models that accurately recapitulate the natural heterogeneity of the disease are needed. For this study, we used cell lines derived from two spontaneous canine OS tumors with distinctly different biological behavior (OS-1 and OS-2) for heterotypic in vivo modeling that recapitulates the heterogeneous biology and behavior of this disease. Both cell lines demonstrated stability of the transcriptome when grown as orthotopic xenografts in athymic nude mice. Consistent with the behavior of the original tumors, OS-2 xenografts grew more rapidly at the primary site and had greater propensity to disseminate to lung and establish microscopic metastasis. Moreover, OS-2 promoted formation of a different tumor-associated stromal environment than OS-1 xenografts. OS-2-derived tumors comprised a larger percentage of the xenograft tumors than OS-1-derived tumors. In addition, a robust pro-inflammatory population dominated the stromal cell infiltrates in OS-2 xenografts, whereas a mesenchymal population with a gene signature reflecting myogenic signaling dominated those in the OS-1 xenografts. Our studies show that canine OS cell lines maintain intrinsic features of the tumors from which they were derived and recapitulate the heterogeneous biology and behavior of bone cancer in mouse models. This system provides a resource to understand essential interactions between tumor cells and the stromal environment that drive the progression and metastatic propensity of OS. Editors' choice: We developed a system that recapitulates the heterogeneous biological behavior of bone cancer in mouse models and describe novel methods to study tumor–stromal interactions in these models.
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Affiliation(s)
- Milcah C Scott
- Animal Cancer Care and Research Program, University of Minnesota, St Paul, MN 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St Paul, MN 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Hirotaka Tomiyasu
- Animal Cancer Care and Research Program, University of Minnesota, St Paul, MN 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St Paul, MN 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - John R Garbe
- Minnesota Supercomputing Institute, University of Minnesota, Minneapolis, MN 55455, USA
| | - Ingrid Cornax
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.,Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, St Paul, MN 55108, USA
| | - Clarissa Amaya
- Department of Biomedical Sciences, Center of Emphasis in Cancer Research at the Paul Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, TX 79905, USA
| | - M Gerard O'Sullivan
- Animal Cancer Care and Research Program, University of Minnesota, St Paul, MN 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.,Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, St Paul, MN 55108, USA
| | - Subbaya Subramanian
- Animal Cancer Care and Research Program, University of Minnesota, St Paul, MN 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.,Department of Surgery, School of Medicine, University of Minnesota, Minneapolis, MN 55455, USA
| | - Brad A Bryan
- Department of Biomedical Sciences, Center of Emphasis in Cancer Research at the Paul Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, TX 79905, USA
| | - Jaime F Modiano
- Animal Cancer Care and Research Program, University of Minnesota, St Paul, MN 55108, USA .,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St Paul, MN 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.,Stem Cell Institute, University of Minnesota, Minneapolis, MN 55455, USA.,Center for Immunology, University of Minnesota, Minneapolis, MN 55455, USA
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27
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Varshney J, Scott MC, Largaespada DA, Subramanian S. Understanding the Osteosarcoma Pathobiology: A Comparative Oncology Approach. Vet Sci 2016; 3:vetsci3010003. [PMID: 29056713 PMCID: PMC5644613 DOI: 10.3390/vetsci3010003] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Revised: 12/23/2015] [Accepted: 01/11/2016] [Indexed: 12/21/2022] Open
Abstract
Osteosarcoma is an aggressive primary bone tumor in humans and is among the most common cancer afflicting dogs. Despite surgical advancements and intensification of chemo- and targeted therapies, the survival outcome for osteosarcoma patients is, as of yet, suboptimal. The presence of metastatic disease at diagnosis or its recurrence after initial therapy is a major factor for the poor outcomes. It is thought that most human and canine patients have at least microscopic metastatic lesions at diagnosis. Osteosarcoma in dogs occurs naturally with greater frequency and shares many biological and clinical similarities with osteosarcoma in humans. From a genetic perspective, osteosarcoma in both humans and dogs is characterized by complex karyotypes with highly variable structural and numerical chromosomal aberrations. Similar molecular abnormalities have been observed in human and canine osteosarcoma. For instance, loss of TP53 and RB regulated pathways are common. While there are several oncogenes that are commonly amplified in both humans and dogs, such as MYC and RAS, no commonly activated proto-oncogene has been identified that could form the basis for targeted therapies. It remains possible that recurrent aberrant gene expression changes due to gene amplification or epigenetic alterations could be uncovered and these could be used for developing new, targeted therapies. However, the remarkably high genomic complexity of osteosarcoma has precluded their definitive identification. Several advantageous murine models of osteosarcoma have been generated. These include spontaneous and genetically engineered mouse models, including a model based on forward genetics and transposon mutagenesis allowing new genes and genetic pathways to be implicated in osteosarcoma development. The proposition of this review is that careful comparative genomic studies between human, canine and mouse models of osteosarcoma may help identify commonly affected and targetable pathways for alternative therapies for osteosarcoma patients. Translational research may be found through a path that begins in mouse models, and then moves through canine patients, and then human patients.
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Affiliation(s)
- Jyotika Varshney
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.
- Department of Surgery, University of Minnesota Medical School, Moos Tower, 11-212420 Delaware Street, S.E.; MMC 195, Minneapolis, MN 55455, USA.
| | - Milcah C Scott
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.
- Animal Cancer Care and Research Program, University of Minnesota, St. Paul, MN 55455, USA.
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN 55108, USA.
| | - David A Largaespada
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.
- Department of Pediatrics, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Subbaya Subramanian
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.
- Department of Surgery, University of Minnesota Medical School, Moos Tower, 11-212420 Delaware Street, S.E.; MMC 195, Minneapolis, MN 55455, USA.
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28
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Xu R, Chen CC, Wu L, Scott MC, Theis W, Ophus C, Bartels M, Yang Y, Ramezani-Dakhel H, Sawaya MR, Heinz H, Marks LD, Ercius P, Miao J. Three-dimensional coordinates of individual atoms in materials revealed by electron tomography. Nat Mater 2015; 14:1099-103. [PMID: 26390325 DOI: 10.1038/nmat4426] [Citation(s) in RCA: 83] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Accepted: 08/17/2015] [Indexed: 05/22/2023]
Abstract
Crystallography, the primary method for determining the 3D atomic positions in crystals, has been fundamental to the development of many fields of science. However, the atomic positions obtained from crystallography represent a global average of many unit cells in a crystal. Here, we report, for the first time, the determination of the 3D coordinates of thousands of individual atoms and a point defect in a material by electron tomography with a precision of ∼19 pm, where the crystallinity of the material is not assumed. From the coordinates of these individual atoms, we measure the atomic displacement field and the full strain tensor with a 3D resolution of ∼1 nm(3) and a precision of ∼10(-3), which are further verified by density functional theory calculations and molecular dynamics simulations. The ability to precisely localize the 3D coordinates of individual atoms in materials without assuming crystallinity is expected to find important applications in materials science, nanoscience, physics, chemistry and biology.
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Affiliation(s)
- Rui Xu
- Department of Physics &Astronomy and California NanoSystems Institute, University of California, Los Angeles, California 90095, USA
| | - Chien-Chun Chen
- Department of Physics &Astronomy and California NanoSystems Institute, University of California, Los Angeles, California 90095, USA
- Department of Physics, National Sun Yat-sen University, Kaohsiung 80424, Taiwan
| | - Li Wu
- Department of Physics &Astronomy and California NanoSystems Institute, University of California, Los Angeles, California 90095, USA
| | - M C Scott
- Department of Physics &Astronomy and California NanoSystems Institute, University of California, Los Angeles, California 90095, USA
| | - W Theis
- Nanoscale Physics Research Laboratory, School of Physics and Astronomy, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Colin Ophus
- National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
| | - Matthias Bartels
- Department of Physics &Astronomy and California NanoSystems Institute, University of California, Los Angeles, California 90095, USA
| | - Yongsoo Yang
- Department of Physics &Astronomy and California NanoSystems Institute, University of California, Los Angeles, California 90095, USA
| | | | - Michael R Sawaya
- Howard Hughes Medical Institute, UCLA-DOE Institute of Genomics and Proteomics, Los Angeles, California 90095-1570, USA
| | - Hendrik Heinz
- Department of Polymer Engineering, University of Akron, Akron, Ohio 44325, USA
| | - Laurence D Marks
- Department of Materials Science and Engineering, Northwestern University, Evanston, Illinois 60201, USA
| | - Peter Ercius
- National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
| | - Jianwei Miao
- Department of Physics &Astronomy and California NanoSystems Institute, University of California, Los Angeles, California 90095, USA
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29
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Scott MC, Sarver AL, Tomiyasu H, Cornax I, Van Etten J, Varshney J, O'Sullivan MG, Subramanian S, Modiano JF. Aberrant Retinoblastoma (RB)-E2F Transcriptional Regulation Defines Molecular Phenotypes of Osteosarcoma. J Biol Chem 2015; 290:28070-28083. [PMID: 26378234 DOI: 10.1074/jbc.m115.679696] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [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: 07/24/2015] [Indexed: 12/22/2022] Open
Abstract
We previously identified two distinct molecular subtypes of osteosarcoma through gene expression profiling. These subtypes are associated with distinct tumor behavior and clinical outcomes. Here, we describe mechanisms that give rise to these molecular subtypes. Using bioinformatic analyses, we identified a significant association between deregulation of the retinoblastoma (RB)-E2F pathway and the molecular subtype with worse clinical outcomes. Xenotransplantation models recapitulated the corresponding behavior for each osteosarcoma subtype; thus, we used cell lines to validate the role of the RB-E2F pathway in regulating the prognostic gene signature. Ectopic RB resets the patterns of E2F regulated gene expression in cells derived from tumors with worse clinical outcomes (molecular phenotype 2) to those comparable with those observed in cells derived from tumors with less aggressive outcomes (molecular phenotype 1), providing a functional association between RB-E2F dysfunction and altered gene expression in osteosarcoma. DNA methyltransferase and histone deacetylase inhibitors similarly reset the transcriptional state of the molecular phenotype 2 cells from a state associated with RB deficiency to one seen with RB sufficiency. Our data indicate that deregulation of RB-E2F pathway alters the epigenetic landscape and biological behavior of osteosarcoma.
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Affiliation(s)
- Milcah C Scott
- Animal Cancer Care and Research Program; Departments of Veterinary Clinical Sciences; Masonic Cancer Center
| | - Aaron L Sarver
- Animal Cancer Care and Research Program; Departments of Veterinary Clinical Sciences
| | - Hirotaka Tomiyasu
- Animal Cancer Care and Research Program; Departments of Veterinary Clinical Sciences; Masonic Cancer Center
| | - Ingrid Cornax
- Animal Cancer Care and Research Program; Masonic Cancer Center; Veterinary Population Medicine
| | - Jamie Van Etten
- Masonic Cancer Center; Department of Surgery, School of Medicine
| | - Jyotika Varshney
- Animal Cancer Care and Research Program; Department of Surgery, School of Medicine; Veterinary Medicine Graduate Program, College of Veterinary Medicine
| | - M Gerard O'Sullivan
- Animal Cancer Care and Research Program; Masonic Cancer Center; Veterinary Population Medicine
| | - Subbaya Subramanian
- Animal Cancer Care and Research Program; Masonic Cancer Center; Department of Surgery, School of Medicine
| | - Jaime F Modiano
- Animal Cancer Care and Research Program; Departments of Veterinary Clinical Sciences; Masonic Cancer Center; Stem Cell Institute; Center for Immunology, University of Minnesota, Minneapolis, Minnesota 55455.
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30
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Moriarity BS, Otto GM, Rahrmann EP, Rathe SK, Wolf NK, Weg MT, Manlove LA, LaRue RS, Temiz NA, Molyneux SD, Choi K, Holly KJ, Sarver AL, Scott MC, Forster CL, Modiano JF, Khanna C, Hewitt SM, Khokha R, Yang Y, Gorlick R, Dyer MA, Largaespada DA. A Sleeping Beauty forward genetic screen identifies new genes and pathways driving osteosarcoma development and metastasis. Nat Genet 2015; 47:615-24. [PMID: 25961939 DOI: 10.1038/ng.3293] [Citation(s) in RCA: 176] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Accepted: 04/07/2015] [Indexed: 12/13/2022]
Abstract
Osteosarcomas are sarcomas of the bone, derived from osteoblasts or their precursors, with a high propensity to metastasize. Osteosarcoma is associated with massive genomic instability, making it problematic to identify driver genes using human tumors or prototypical mouse models, many of which involve loss of Trp53 function. To identify the genes driving osteosarcoma development and metastasis, we performed a Sleeping Beauty (SB) transposon-based forward genetic screen in mice with and without somatic loss of Trp53. Common insertion site (CIS) analysis of 119 primary tumors and 134 metastatic nodules identified 232 sites associated with osteosarcoma development and 43 sites associated with metastasis, respectively. Analysis of CIS-associated genes identified numerous known and new osteosarcoma-associated genes enriched in the ErbB, PI3K-AKT-mTOR and MAPK signaling pathways. Lastly, we identified several oncogenes involved in axon guidance, including Sema4d and Sema6d, which we functionally validated as oncogenes in human osteosarcoma.
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Affiliation(s)
- Branden S Moriarity
- 1] Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA. [2] Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota, USA. [3] Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - George M Otto
- 1] Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA. [2] Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota, USA. [3] Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA. [4] Department of Genetics, Cell Biology and Development, University of Minnesota, Minneapolis, Minnesota, USA
| | - Eric P Rahrmann
- 1] Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA. [2] Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota, USA. [3] Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA. [4] Department of Genetics, Cell Biology and Development, University of Minnesota, Minneapolis, Minnesota, USA
| | - Susan K Rathe
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Natalie K Wolf
- 1] Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA. [2] Department of Genetics, Cell Biology and Development, University of Minnesota, Minneapolis, Minnesota, USA
| | - Madison T Weg
- 1] Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA. [2] Department of Genetics, Cell Biology and Development, University of Minnesota, Minneapolis, Minnesota, USA
| | - Luke A Manlove
- Department of Genetics, Cell Biology and Development, University of Minnesota, Minneapolis, Minnesota, USA
| | - Rebecca S LaRue
- 1] Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA. [2] Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Nuri A Temiz
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | | | - Kwangmin Choi
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Research Foundation, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Kevin J Holly
- Department of Genetics, Cell Biology and Development, University of Minnesota, Minneapolis, Minnesota, USA
| | - Aaron L Sarver
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Milcah C Scott
- 1] Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA. [2] Department of Veterinary Clinical Sciences, University of Minnesota, St. Paul, Minnesota, USA
| | - Colleen L Forster
- BioNet, Academic Health Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Jaime F Modiano
- 1] Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA. [2] Department of Veterinary Clinical Sciences, University of Minnesota, St. Paul, Minnesota, USA. [3] Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Chand Khanna
- Tumor and Metastasis Biology Section, Pediatric Oncology Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Stephen M Hewitt
- Tissue Array Research Program (TARP), Laboratory of Pathology, National Cancer Institute, Bethesda, Maryland, USA
| | - Rama Khokha
- Ontario Cancer Institute, Toronto, Ontario, Canada
| | - Yi Yang
- Department of Orthopedic Surgery, Musculoskeletal Tumor Center, People's Hospital, Peking University, Beijing, China
| | - Richard Gorlick
- 1] Department of Pediatrics, Albert Einstein College of Medicine and Children's Hospital at Montefiore, Bronx, New York, USA. [2] Department of Molecular Pharmacology, Albert Einstein College of Medicine and Children's Hospital at Montefiore, Bronx, New York, USA
| | - Michael A Dyer
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - David A Largaespada
- 1] Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA. [2] Center for Genome Engineering, University of Minnesota, Minneapolis, Minnesota, USA. [3] Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA. [4] Department of Genetics, Cell Biology and Development, University of Minnesota, Minneapolis, Minnesota, USA
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31
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Barnett DH, Parson JM, Lynn CF, Kelly PM, Taylor M, Calico S, Scott MC, Dickens JC, Neuber AA, Mankowski JJ. Optically isolated, 2 kHz repetition rate, 4 kV solid-state pulse trigger generator. Rev Sci Instrum 2015; 86:034702. [PMID: 25832253 DOI: 10.1063/1.4913903] [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] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
This paper presents the design and operation characteristics of a solid-state high voltage pulse generator. Its primary utilization is aimed at triggering a gaseous spark gap with high repeatability. Specifically, the trigger generator is designed to achieve a risetime on the order of 0.1 kV/ns to trigger the first stage, trigatron spark gap of a 10-stage, 500 kV Marx generator. The major design components are comprised of a 60 W constant current DC-DC converter for high voltage charging, a single 4 kV thyristor, a step-up pulse transformer, and magnetic switch for pulse steepening. A risetime of <30 ns and pulse magnitude of 4 kV is achieved matching the simulated performance of the design.
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Affiliation(s)
- D H Barnett
- Center for Pulsed Power and Power Electronics, Texas Tech University, Lubbock, Texas 79409, USA
| | - J M Parson
- Center for Pulsed Power and Power Electronics, Texas Tech University, Lubbock, Texas 79409, USA
| | - C F Lynn
- Center for Pulsed Power and Power Electronics, Texas Tech University, Lubbock, Texas 79409, USA
| | - P M Kelly
- Center for Pulsed Power and Power Electronics, Texas Tech University, Lubbock, Texas 79409, USA
| | - M Taylor
- Center for Pulsed Power and Power Electronics, Texas Tech University, Lubbock, Texas 79409, USA
| | - S Calico
- Lockheed Martin Missiles and Fire Control, 1701 W. Marshall Dr., Grand Prairie, Texas 75051, USA
| | - M C Scott
- Lockheed Martin Missiles and Fire Control, 1701 W. Marshall Dr., Grand Prairie, Texas 75051, USA
| | - J C Dickens
- Center for Pulsed Power and Power Electronics, Texas Tech University, Lubbock, Texas 79409, USA
| | - A A Neuber
- Center for Pulsed Power and Power Electronics, Texas Tech University, Lubbock, Texas 79409, USA
| | - J J Mankowski
- Center for Pulsed Power and Power Electronics, Texas Tech University, Lubbock, Texas 79409, USA
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32
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Ito D, Childress M, Mason N, Winter A, O'Brien T, Henson M, Borgatti A, Lewellen M, Krick E, Stewart J, Lahrman S, Rajwa B, Scott MC, Seelig D, Koopmeiners J, Ruetz S, Modiano J. A double blinded, placebo-controlled pilot study to examine reduction of CD34 +/CD117 +/CD133 + lymphoma progenitor cells and duration of remission induced by neoadjuvant valspodar in dogs with large B-cell lymphoma. F1000Res 2015; 4:42. [PMID: 28357033 PMCID: PMC5357040 DOI: 10.12688/f1000research.6055.3] [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] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/13/2017] [Indexed: 01/15/2023] Open
Abstract
We previously described a population of lymphoid progenitor cells (LPCs) in canine B-cell lymphoma defined by retention of the early progenitor markers CD34 and CD117 and “slow proliferation” molecular signatures that persist in the xenotransplantation setting. We examined whether valspodar, a selective inhibitor of the ATP binding cassette B1 transporter (ABCB1, a.k.a., p-glycoprotein/multidrug resistance protein-1) used in the neoadjuvant setting would sensitize LPCs to doxorubicin and extend the length of remission in dogs with therapy naïve large B-cell lymphoma. Twenty dogs were enrolled into a double-blinded, placebo controlled study where experimental and control groups received oral valspodar (7.5 mg/kg) or placebo, respectively, twice daily for five days followed by five treatments with doxorubicin 21 days apart with a reduction in the first dose to mitigate the potential side effects of ABCB1 inhibition. Lymph node and blood LPCs were quantified at diagnosis, on the fourth day of neoadjuvant period, and 1-week after the first chemotherapy dose. Valspodar therapy was well tolerated. There were no differences between groups in total LPCs in lymph nodes or peripheral blood, nor in event-free survival or overall survival. Overall, we conclude that valspodar can be administered safely in the neoadjuvant setting for canine B-cell lymphoma; however, its use to attenuate ABCB1
+ cells does not alter the composition of lymph node or blood LPCs, and it does not appear to be sufficient to prolong doxorubicin-dependent remissions in this setting.
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Affiliation(s)
- Daisuke Ito
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Michael Childress
- Department of Veterinary Clinical Sciences, Purdue University College of Veterinary Medicine, West Lafayette, IN, 47907, USA
| | - Nicola Mason
- Department of Clinical Studies, University of Pennsylvania School of Veterinary Medicine, Philadelphia, PA, 19104, USA.,Department of Pathology, University of Pennsylvania School of Veterinary Medicine, Philadelphia, PA, 19104, USA
| | - Amber Winter
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Clinical Investigation Center, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA
| | - Timothy O'Brien
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA.,Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Stem Cell Institute, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Michael Henson
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Antonella Borgatti
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Mitzi Lewellen
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Erika Krick
- Department of Clinical Studies, University of Pennsylvania School of Veterinary Medicine, Philadelphia, PA, 19104, USA
| | - Jane Stewart
- Department of Veterinary Clinical Sciences, Purdue University College of Veterinary Medicine, West Lafayette, IN, 47907, USA
| | - Sarah Lahrman
- Department of Veterinary Clinical Sciences, Purdue University College of Veterinary Medicine, West Lafayette, IN, 47907, USA
| | - Bartek Rajwa
- Department of Basic Medical Sciences, Purdue University College of Veterinary Medicine, West Lafayette, IN, 47907, USA
| | - Milcah C Scott
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Davis Seelig
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Joseph Koopmeiners
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA.,Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, 55455, USA
| | | | - Jaime Modiano
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA.,Stem Cell Institute, University of Minnesota, Minneapolis, MN, 55455, USA.,Center for Immunology, University of Minnesota, Minneapolis, MN, 55455, USA
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33
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Ito D, Childress M, Mason N, Winter A, O'Brien T, Henson M, Borgatti A, Lewellen M, Krick E, Stewart J, Lahrman S, Rajwa B, Scott MC, Seelig D, Koopmeiners J, Ruetz S, Modiano J. A double blinded, placebo-controlled pilot study to examine reduction of CD34 +/CD117 +/CD133 + lymphoma progenitor cells and duration of remission induced by neoadjuvant valspodar in dogs with large B-cell lymphoma. F1000Res 2015; 4:42. [PMID: 28357033 DOI: 10.12688/f1000research.6055.1] [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] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/09/2015] [Indexed: 01/30/2023] Open
Abstract
We previously described a population of lymphoid progenitor cells (LPCs) in canine B-cell lymphoma defined by retention of the early progenitor markers CD34 and CD117 and "slow proliferation" molecular signatures that persist in the xenotransplantation setting. We examined whether valspodar, a selective inhibitor of the ATP binding cassette B1 transporter (ABCB1, a.k.a., p-glycoprotein/multidrug resistance protein-1) used in the neoadjuvant setting would sensitize LPCs to doxorubicin and extend the length of remission in dogs with therapy naïve large B-cell lymphoma. Twenty dogs were enrolled into a double-blinded, placebo controlled study where experimental and control groups received oral valspodar (7.5 mg/kg) or placebo, respectively, twice daily for five days followed by five treatments with doxorubicin 21 days apart with a reduction in the first dose to mitigate the potential side effects of ABCB1 inhibition. Lymph node and blood LPCs were quantified at diagnosis, on the fourth day of neoadjuvant period, and 1-week after the first chemotherapy dose. Valspodar therapy was well tolerated. There were no differences between groups in total LPCs in lymph nodes or peripheral blood, nor in event-free survival or overall survival. Overall, we conclude that valspodar can be administered safely in the neoadjuvant setting for canine B-cell lymphoma; however, its use to attenuate ABCB1 + cells does not alter the composition of lymph node or blood LPCs, and it does not appear to be sufficient to prolong doxorubicin-dependent remissions in this setting.
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Affiliation(s)
- Daisuke Ito
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Michael Childress
- Department of Veterinary Clinical Sciences, Purdue University College of Veterinary Medicine, West Lafayette, IN, 47907, USA
| | - Nicola Mason
- Department of Clinical Studies, University of Pennsylvania School of Veterinary Medicine, Philadelphia, PA, 19104, USA.,Department of Pathology, University of Pennsylvania School of Veterinary Medicine, Philadelphia, PA, 19104, USA
| | - Amber Winter
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Clinical Investigation Center, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA
| | - Timothy O'Brien
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA.,Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Stem Cell Institute, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Michael Henson
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Antonella Borgatti
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Mitzi Lewellen
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Erika Krick
- Department of Clinical Studies, University of Pennsylvania School of Veterinary Medicine, Philadelphia, PA, 19104, USA
| | - Jane Stewart
- Department of Veterinary Clinical Sciences, Purdue University College of Veterinary Medicine, West Lafayette, IN, 47907, USA
| | - Sarah Lahrman
- Department of Veterinary Clinical Sciences, Purdue University College of Veterinary Medicine, West Lafayette, IN, 47907, USA
| | - Bartek Rajwa
- Department of Basic Medical Sciences, Purdue University College of Veterinary Medicine, West Lafayette, IN, 47907, USA
| | - Milcah C Scott
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Davis Seelig
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Joseph Koopmeiners
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA.,Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, 55455, USA
| | | | - Jaime Modiano
- Animal Cancer Care and Research Program, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA.,Stem Cell Institute, University of Minnesota, Minneapolis, MN, 55455, USA.,Center for Immunology, University of Minnesota, Minneapolis, MN, 55455, USA
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Kim JH, Frantz AM, Anderson KL, Graef AJ, Scott MC, Robinson S, Sharkey LC, O Brien TD, Dickerson EB, Modiano JF. Interleukin-8 promotes canine hemangiosarcoma growth by regulating the tumor microenvironment. Exp Cell Res 2014; 323:155-164. [PMID: 24582862 DOI: 10.1016/j.yexcr.2014.02.020] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [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: 11/13/2013] [Revised: 02/13/2014] [Accepted: 02/16/2014] [Indexed: 01/05/2023]
Abstract
Interleukin-8 (IL-8) gene expression is highly up-regulated in canine hemangiosarcoma (HSA); however, its role in the pathogenesis of this disease is unknown. We investigated the expression of IL-8 in canine HSA tissues and cell lines, as well and the effects of IL-8 on canine HSA in vitro, and in vivo using a mouse xenograft model for the latter. Constitutive expression of IL-8 mRNA, IL-8 protein, and IL-8 receptor were variable among different tumor samples and cell lines, but they showed stable steady states in each cell line. Upon the addition of IL-8, HSA cells showed transient intracellular calcium fluxes, suggesting that their IL-8 receptors are functional and that IL-8 binding activates relevant signaling pathways. Yet, neither addition of exogenous IL-8 nor blockade of endogenous IL-8 by neutralizing anti-IL-8 antibody (α-IL-8 Ab) affected HSA cell proliferation or survival in vitro. To assess potential effects of IL-8 in other tumor constituents, we stratified HSA cell lines and whole tumor samples into "IL-8 high" and "IL-8 low" groups. Genome-wide gene expression profiling showed that samples in the "IL-8 high" tumor group were enriched for genes associated with a "reactive microenvironment," including activation of coagulation, inflammation, and fibrosis networks. Based on these findings, we hypothesized that the effects of IL-8 on these tumors were mostly indirect, regulating interactions with the microenvironment. This hypothesis was supported by in vivo xenograft experiments where survival and engraftment of tumor cells was inhibited by administration of neutralizing α-IL-8 Ab. Together, our results suggest that IL-8 contributes to establishing a permissive microenvironment during the early stages of tumorigenesis in HSA.
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Affiliation(s)
- Jong-Hyuk Kim
- Department of Veterinary Clinical Science, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA; Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA.
| | - Aric M Frantz
- Department of Veterinary Clinical Science, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
| | - Katie L Anderson
- Department of Veterinary Clinical Science, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
| | - Ashley J Graef
- Department of Veterinary Clinical Science, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
| | - Milcah C Scott
- Department of Veterinary Clinical Science, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
| | - Sally Robinson
- Department of Veterinary and Biomedical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
| | - Leslie C Sharkey
- Department of Veterinary Clinical Science, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA; Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Timothy D O Brien
- Department of Veterinary Clinical Science, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA; Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA
| | - Erin B Dickerson
- Department of Veterinary Clinical Science, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA; Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Jaime F Modiano
- Department of Veterinary Clinical Science, College of Veterinary Medicine, University of Minnesota, St. Paul, MN, USA; Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA.
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Cannon CM, Pozniak J, Scott MC, Ito D, Gorden BH, Graef AJ, Modiano JF. Canine osteosarcoma cells exhibit resistance to aurora kinase inhibitors. BMC Proc 2013. [PMCID: PMC3624513 DOI: 10.1186/1753-6561-7-s2-p15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
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Kim JH, Anderson KL, Frantz AM, Graef AJ, Scott MC, Sharkey LC, O’Brien TD, Dickerson EB, Modiano JF. Constitutive expression and roles of interleukin-8 in canine hemangiosarcoma. BMC Proc 2013. [PMCID: PMC3624508 DOI: 10.1186/1753-6561-7-s2-p35] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Cannon CM, Pozniak J, Scott MC, Ito D, Gorden BH, Graef AJ, Modiano JF. Canine osteosarcoma cells exhibit resistance to aurora kinase inhibitors. Vet Comp Oncol 2013; 13:48-59. [PMID: 23410058 DOI: 10.1111/vco.12018] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2012] [Revised: 12/20/2012] [Accepted: 12/21/2012] [Indexed: 12/15/2022]
Abstract
We evaluated the effect of Aurora kinase inhibitors AZD1152 and VX680 on canine osteosarcoma cells. Cytotoxicity was seen in all four cell lines; however, half-maximal inhibitory concentrations were significantly higher than in human leukaemia and canine lymphoma cells. AZD1152 reduced Aurora kinase B phosphorylation, indicating resistance was not because of failure of target recognition. Efflux mediated by ABCB1 and ABCG2 transporters is one known mechanism of resistance against these drugs and verapamil enhanced AZD1152-induced apoptosis; however, these transporters were only expressed by a small percentage of cells in each line and the effects of verapamil were modest, suggesting other mechanisms contribute to resistance. Our results indicate that canine osteosarcoma cells are resistant to Aurora kinase inhibitors and suggest that these compounds are unlikely to be useful as single agents for this disease. Further investigation of these resistance mechanisms and the potential utility of Aurora kinase inhibitors in multi-agent protocols is warranted.
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Affiliation(s)
- C M Cannon
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St Paul, MN, USA
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Wells JW, Evans CH, Scott MC, Rütgen BC, O'Brien TD, Modiano JF, Cvetkovic G, Tepic S. Arginase treatment prevents the recovery of canine lymphoma and osteosarcoma cells resistant to the toxic effects of prolonged arginine deprivation. PLoS One 2013; 8:e54464. [PMID: 23365669 PMCID: PMC3554772 DOI: 10.1371/journal.pone.0054464] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2012] [Accepted: 12/11/2012] [Indexed: 11/18/2022] Open
Abstract
Rapidly growing tumor cells require a nutrient-rich environment in order to thrive, therefore, restricting access to certain key amino acids, such as arginine, often results in the death of malignant cells, which frequently display defective cell cycle check-point control. Healthy cells, by contrast, become quiescent and remain viable under arginine restriction, displaying full recovery upon return to arginine-rich conditions. The use of arginase therapy to restrict available arginine for selectively targeting malignant cells is currently under investigation in human clinical trials. However, the suitability of this approach for veterinary uses is unexplored. As a prelude to in vivo studies in canine malignancies, we examined the in vitro effects of arginine-deprivation on canine lymphoid and osteosarcoma cell lines. Two lymphoid and 2 osteosarcoma cell lines were unable to recover following 6 days of arginine deprivation, but all remaining cell lines displayed full recovery upon return to arginine-rich culture conditions. These remaining cell lines all proved susceptible to cell death following the addition of arginase to the cultures. The lymphoid lines were particularly sensitive to arginase, becoming unrecoverable after just 3 days of treatment. Two of the osteosarcoma lines were also susceptible over this time-frame; however the other 3 lines required 6-8 days of arginase treatment to prevent recovery. In contrast, adult progenitor cells from the bone marrow of a healthy dog were able to recover fully following 9 days of culture in arginase. Over 3 days in culture, arginase was more effective than asparaginase in inducing the death of lymphoid lines. These results strongly suggest that short-term arginase treatment warrants further investigation as a therapy for lymphoid malignancies and osteosarcomas in dogs.
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Affiliation(s)
- James W Wells
- Center for Advanced Orthopaedic Studies, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America.
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Sarver AL, Thayanithy V, Scott MC, Cleton-Jansen AM, Hogendoorn PC, Modiano JF, Subramanian S. MicroRNAs at the human 14q32 locus have prognostic significance in osteosarcoma. Orphanet J Rare Dis 2013; 8:7. [PMID: 23311495 PMCID: PMC3566973 DOI: 10.1186/1750-1172-8-7] [Citation(s) in RCA: 82] [Impact Index Per Article: 7.5] [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: 11/14/2012] [Accepted: 01/03/2013] [Indexed: 12/13/2022] Open
Abstract
Background Deregulation of microRNA (miRNA) transcript levels has been observed in many types of tumors including osteosarcoma. Molecular pathways regulated by differentially expressed miRNAs may contribute to the heterogeneous tumor behaviors observed in naturally occurring cancers. Thus, tumor-associated miRNA expression may provide informative biomarkers for disease outcome and metastatic potential in osteosarcoma patients. We showed previously that clusters of miRNAs at the 14q32 locus are downregulated in human osteosarcoma. Methods Human and canine osteosarcoma patient’s samples with clinical follow-up data were used in this study. We used bioinformatics and comparative genomics approaches to identify miRNA based prognostic biomarkers in osteosarcoma. Kaplan-Meier survival curves and Whitney Mann U tests were conducted for validating the statistical significance. Results Here we show that an inverse correlation exists between aggressive tumor behavior (increased metastatic potential and accelerated time to death) and the residual expression of 14q32 miRNAs (using miR-382 as a representative of 14q32 miRNAs) in a series of clinically annotated samples from human osteosarcoma patients. We also show a comparable decrease in expression of orthologous 14q32 miRNAs in canine osteosarcoma samples, with conservation of the inverse correlation between aggressive behavior and expression of orthologous miRNA miR-134 and miR-544. Conclusions We conclude that downregulation of 14q32 miRNA expression is an evolutionarily conserved mechanism that contributes to the biological behavior of osteosarcoma, and that quantification of representative transcripts from this family, such as miR-382, miR-134, and miR-544, provide prognostic and predictive markers that can assist in the management of patients with this disease.
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Affiliation(s)
- Aaron L Sarver
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA
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Frantz AM, Sarver AL, Ito D, Phang TL, Karimpour-Fard A, Scott MC, Valli VEO, Lindblad-Toh K, Burgess KE, Husbands BD, Henson MS, Borgatti A, Kisseberth WC, Hunter LE, Breen M, O'Brien TD, Modiano JF. Molecular profiling reveals prognostically significant subtypes of canine lymphoma. Vet Pathol 2012; 50:693-703. [PMID: 23125145 DOI: 10.1177/0300985812465325] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
We performed genomewide gene expression analysis of 35 samples representing 6 common histologic subtypes of canine lymphoma and bioinformatics analyses to define their molecular characteristics. Three major groups were defined on the basis of gene expression profiles: (1) low-grade T-cell lymphoma, composed entirely by T-zone lymphoma; (2) high-grade T-cell lymphoma, consisting of lymphoblastic T-cell lymphoma and peripheral T-cell lymphoma not otherwise specified; and (3) B-cell lymphoma, consisting of marginal B-cell lymphoma, diffuse large B-cell lymphoma, and Burkitt lymphoma. Interspecies comparative analyses of gene expression profiles also showed that marginal B-cell lymphoma and diffuse large B-cell lymphoma in dogs and humans might represent a continuum of disease with similar drivers. The classification of these diverse tumors into 3 subgroups was prognostically significant, as the groups were directly correlated with event-free survival. Finally, we developed a benchtop diagnostic test based on expression of 4 genes that can robustly classify canine lymphomas into one of these 3 subgroups, enabling a direct clinical application for our results.
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Affiliation(s)
- A M Frantz
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St Paul, Minnesota, USA
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Rosen ME, Hamer SA, Gerhardt RR, Jones CJ, Muller LI, Scott MC, Hickling GJ. Borrelia burgdorferi not detected in widespread Ixodes scapularis (Acari: Ixodidae) collected from white-tailed deer in Tennessee. J Med Entomol 2012; 49:1473-1480. [PMID: 23270178 DOI: 10.1603/me11255] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Lyme disease (LD), caused by the bacterium Borrelia burgdorferi and transmitted in the eastern United States by blacklegged ticks, Ixodes scapularis Say, is classified as nonendemic in Tennessee and surrounding states in the Southeast. Low incidence of LD in these states has been attributed, in part, to vector ticks being scarce or absent; however, tick survey data for many counties are incomplete or out of date. To improve our knowledge of the distribution, abundance, and Borrelia spp. prevalence of I. scapularis, we collected ticks from 1,018 hunter-harvested white-tailed deer (Odocoileus virginianus (Zimmerman)) from 71 of 95 Tennessee counties in fall 2007 and 2008. In total, 160 deer (15.7%) from 35 counties were infested with adult I. scapularis; 30 of these counties were new distributional records for this tick. The mean number of I. scapularis collected per infested deer was 5.4 +/- 0.6 SE. Of the 883 I. scapularis we removed from deer, none were positive for B. burgdorferi and one tested positive for B. miyamotoi. Deer are not reservoir hosts for B. burgdorferi; nevertheless, past surveys in northern LD-endemic states have readily detected B. burgdoreferi in ticks collected from deer. We conclude that I. scapularis is far more widespread in Tennessee than previously reported. The absence of detectable B. burgdorferi infection among these ticks suggests that the LD risk posed by I. scapularis in the surveyed areas of Tennessee is much lower than in LD-endemic areas of the Northeast and upper Midwest.
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Affiliation(s)
- M E Rosen
- Center for Wildlife Health, University of Tennessee Institute of Agriculture, Knoxville, 37996, USA.
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Scott MC. Bringing history alive. Vet Rec 2012. [DOI: 10.1136/vr.g7287] [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: 11/03/2022]
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Scott MC, Harmon JR, Tsao JI, Jones CJ, Hickling GJ. Reverse line blot probe design and polymerase chain reaction optimization for bloodmeal analysis of ticks from the eastern United States. J Med Entomol 2012; 49:697-709. [PMID: 22679879 DOI: 10.1603/me11162] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Determining the host preference of vector ticks is vital to elucidating the eco-epidemiology of the diseases they spread. Detachment of ticks from captured hosts can provide evidence of feeding on those host species, but only for those species that are feasible to capture. Recently developed, highly sensitive molecular assays show great promise in allowing host selection to be determined from minute traces of host DNA that persist in recently molted ticks. Using methods developed in Europe as a starting-point, we designed 12S rDNA mitochondrial gene probes suitable for use in a reverse line blot (RLB) assay of ticks feeding on common host species in the eastern United States. This is the first study to use the 12S mitochondrial gene in a RLB bloodmeal assay in North America. The assay combines conventional PCR with a biotin-labeled primer and reverse line blots that can be stripped and rehybridized up to 20 times, making the method less expensive and more straightforward to interpret than previous methods of tick bloodmeal identification. Probes were designed that target the species, genus, genus group, family, order, or class of eight reptile, 13 birds, and 32 mammal hosts. After optimization, the RLB assay correctly identified the current hostspecies for 99% of ticks [Amblyomma americanum (L.) and eight other ixodid tick species] collected directly from known hosts. The method identified previous-host DNA for approximately half of all questing ticks assayed. Multiple bloodmeal determinations were obtained in some instances from feeding and questing ticks; this pattern is consistent with previous RLB studies but requires further investigation. Development of this probe library, suitable for eastern U.S. ecosystems, opens new avenues for eco-epidemiological investigations of this region's tick-host systems.
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Affiliation(s)
- M C Scott
- Center for Wildlife Health, The University of Tennessee Institute of Agriculture, 274 Ellington Plant Sciences, Knoxville, TN 37996, USA.
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Scott MC, Sarver AL, Gavin KJ, Thayanithy V, Getzy DM, Newman RA, Cutter GR, Lindblad-Toh K, Kisseberth WC, Hunter LE, Subramanian S, Breen M, Modiano JF. Molecular subtypes of osteosarcoma identified by reducing tumor heterogeneity through an interspecies comparative approach. Bone 2011; 49:356-67. [PMID: 21621658 PMCID: PMC3143255 DOI: 10.1016/j.bone.2011.05.008] [Citation(s) in RCA: 99] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2011] [Revised: 04/21/2011] [Accepted: 05/05/2011] [Indexed: 12/30/2022]
Abstract
The heterogeneous and chaotic nature of osteosarcoma has confounded accurate molecular classification, prognosis, and prediction for this tumor. The occurrence of spontaneous osteosarcoma is largely confined to humans and dogs. While the clinical features are remarkably similar in both species, the organization of dogs into defined breeds provides a more homogeneous genetic background that may increase the likelihood to uncover molecular subtypes for this complex disease. We thus hypothesized that molecular profiles derived from canine osteosarcoma would aid in molecular subclassification of this disease when applied to humans. To test the hypothesis, we performed genome wide gene expression profiling in a cohort of dogs with osteosarcoma, primarily from high-risk breeds. To further reduce inter-sample heterogeneity, we assessed tumor-intrinsic properties through use of an extensive panel of osteosarcoma-derived cell lines. We observed strong differential gene expression that segregated samples into two groups with differential survival probabilities. Groupings were characterized by the inversely correlated expression of genes associated with 'G2/M transition and DNA damage checkpoint' and 'microenvironment-interaction' categories. This signature was preserved in data from whole tumor samples of three independent dog osteosarcoma cohorts, with stratification into the two expected groups. Significantly, this restricted signature partially overlapped a previously defined, predictive signature for soft tissue sarcomas, and it unmasked orthologous molecular subtypes and their corresponding natural histories in five independent data sets from human patients with osteosarcoma. Our results indicate that the narrower genetic diversity of dogs can be utilized to group complex human osteosarcoma into biologically and clinically relevant molecular subtypes. This in turn may enhance prognosis and prediction, and identify relevant therapeutic targets.
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Affiliation(s)
- Milcah C. Scott
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St Paul, MN, USA
| | - Aaron L. Sarver
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Katherine J. Gavin
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St Paul, MN, USA
| | - Venugopal Thayanithy
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
- Department of Surgery, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | | | - Robert A. Newman
- Department of Experimental Therapeutics, University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Gary R. Cutter
- Department of Biostatistics, University of Alabama, Birmingham, Birmingham, AL, USA
| | - Kerstin Lindblad-Toh
- The Broad Institute, Cambridge, MA, USA
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Box 582, SE-751 23 Uppsala, Sweden
| | - William C. Kisseberth
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, The Ohio State University, Columbus, OH, USA
- Comprehensive Cancer Center and Solove Research Institute, The Ohio State University, Columbus OH, USA
| | - Lawrence E. Hunter
- University of Colorado Cancer Center, Aurora, CO, USA
- Department of Pharmacology, School of Medicine, University of Colorado, Denver, Aurora, CO, USA
| | - Subbaya Subramanian
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
- Department of Surgery, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Matthew Breen
- Department of Molecular Biomedical Sciences, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA
- Center for Comparative Medicine and Translational Research, North Carolina State University, Raleigh, NC, USA
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC, USA
| | - Jaime F. Modiano
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, St Paul, MN, USA
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
- University of Colorado Cancer Center, Aurora, CO, USA
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Tamburini BA, Phang TL, Fosmire SP, Scott MC, Trapp SC, Duckett MM, Robinson SR, Slansky JE, Sharkey LC, Cutter GR, Wojcieszyn JW, Bellgrau D, Gemmill RM, Hunter LE, Modiano JF. Gene expression profiling identifies inflammation and angiogenesis as distinguishing features of canine hemangiosarcoma. BMC Cancer 2010; 10:619. [PMID: 21062482 PMCID: PMC2994824 DOI: 10.1186/1471-2407-10-619] [Citation(s) in RCA: 56] [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: 06/05/2010] [Accepted: 11/09/2010] [Indexed: 12/12/2022] Open
Abstract
Background The etiology of hemangiosarcoma remains incompletely understood. Its common occurrence in dogs suggests predisposing factors favor its development in this species. These factors could represent a constellation of heritable characteristics that promote transformation events and/or facilitate the establishment of a microenvironment that is conducive for survival of malignant blood vessel-forming cells. The hypothesis for this study was that characteristic molecular features distinguish hemangiosarcoma from non-malignant endothelial cells, and that such features are informative for the etiology of this disease. Methods We first investigated mutations of VHL and Ras family genes that might drive hemangiosarcoma by sequencing tumor DNA and mRNA (cDNA). Protein expression was examined using immunostaining. Next, we evaluated genome-wide gene expression profiling using the Affymetrix Canine 2.0 platform as a global approach to test the hypothesis. Data were evaluated using routine bioinformatics and validation was done using quantitative real time RT-PCR. Results Each of 10 tumor and four non-tumor samples analyzed had wild type sequences for these genes. At the genome wide level, hemangiosarcoma cells clustered separately from non-malignant endothelial cells based on a robust signature that included genes involved in inflammation, angiogenesis, adhesion, invasion, metabolism, cell cycle, signaling, and patterning. This signature did not simply reflect a cancer-associated angiogenic phenotype, as it also distinguished hemangiosarcoma from non-endothelial, moderately to highly angiogenic bone marrow-derived tumors (lymphoma, leukemia, osteosarcoma). Conclusions The data show that inflammation and angiogenesis are important processes in the pathogenesis of vascular tumors, but a definitive ontogeny of the cells that give rise to these tumors remains to be established. The data do not yet distinguish whether functional or ontogenetic plasticity creates this phenotype, although they suggest that cells which give rise to hemangiosarcoma modulate their microenvironment to promote tumor growth and survival. We propose that the frequent occurrence of canine hemangiosarcoma in defined dog breeds, as well as its similarity to homologous tumors in humans, offers unique models to solve the dilemma of stem cell plasticity and whether angiogenic endothelial cells and hematopoietic cells originate from a single cell or from distinct progenitor cells.
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Affiliation(s)
- Beth A Tamburini
- Integrated Department of Immunology, University of Colorado, Denver, School of Medicine, Denver, CO, USA
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Scott MC, Rosen ME, Hamer SA, Baker E, Edwards H, Crowder C, Tsao JI, Hickling GJ. High-prevalence Borrelia miyamotoi infection among [corrected] wild turkeys (Meleagris gallopavo) in Tennessee. J Med Entomol 2010; 47:1238-1242. [PMID: 21175079 DOI: 10.1603/me10075] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
During spring and fall 2009, 60 wild turkeys (Meleagris gallopavo) harvested by Tennessee hunters were surveyed for Borrelia spp. by sampling their blood, tissue, and attached ticks. In both seasons, 70% of turkeys were infested with juvenile Amblyomma americanum; one spring turkey hosted an adult female Ixodes brunneus. Polymerase chain reaction assays followed by DNA sequencing indicated that 58% of the turkeys were positive for the spirochete Borrelia miyamotoi, with tissue testing positive more frequently than blood (P = 0.015). Sequencing of the 16S-23S rRNA intergenic spacer indicated > or = 99% similarity to previously published sequences of the North American strain of this spirochete. Positive turkeys were present in both seasons and from all seven middle Tennessee counties sampled. No ticks from the turkeys tested positive for any Borrelia spp. This is the first report of B. miyamotoi in birds; the transmission pathways and epidemiological significance of this high-prevalence spirochetal infection remain uncertain.
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Affiliation(s)
- M C Scott
- Center for Wildlife Health, University of Tennessee, Knoxville, TN 37996, USA.
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Eda S, Elliott B, Scott MC, Waters WR, Bannantine JP, Whitlock RH, Speer CA. New method of serological testing for Mycobacterium avium subsp. paratuberculosis (Johne's disease) by flow cytometry. Foodborne Pathog Dis 2005; 2:250-62. [PMID: 16156706 DOI: 10.1089/fpd.2005.2.250] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [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] Open
Abstract
Johne's disease (JD) or paratuberculosis, caused by Mycobacterium avium subsp. paratuberculosis (MAP), is one of the most widespread and economically important diseases of livestock and wild ruminants worldwide. Attempts to control JD have proven inordinately difficult due to low levels of sensitivity by currently available diagnostic tests, which are also incapable of detecting prepatent MAP infections. In the present work, we describe the use of a flow cytometry method (FCM) for serological diagnosis of subclinical and clinical JD in cattle. The FCM was capable of distinguishing MAP-infected from MAP-non-infected cattle as well as MAP from M. scrofulaceum and M. avium subsp. avium. Results of the FCM were compared to that of a commercially available ELISA using 82 serum samples from JD-positive and JD-negative dairy and beef cattle farms that were separated into the following groups: (1) sera from a JD-free farm; (2) sera from JD-positive farms that had tested negative by ELISA; and (3) sera from JD-positive farms that tested JD-positive by ELISA. The FCM found that groups 1-3 were 6.6%, 73.3%, and 97.3% positive for MAP infections, respectively. By using 30 fecal culture-negative samples from a JD-free farm and 21 fecal culture-positive samples from JD-positive farms, diagnostic sensitivity and specificity of the FCM were calculated to be 95.2% and 96.7%, respectively. A retrospective study of 10 JD-positive cows showed that the FCM detected MAP infections 6-44 months earlier than the fecal culture test. Further, the FCM specifically detected MAP infections in serum samples as early as 170 days after experimental inoculation of calves with MAP and did not react with calves inoculated with other mycobacteria. Production of IgG against MAP was detected by FCM in all the calves inoculated with MAP 240 days after inoculation, whereas positive anti-MAP IgG production was not detected in control calves or calves experimentally infected with M. avium subsp. avium or M. bovis. The FCM assay is rapid and is completed in less than 4 h. Moreover, the FCM is objective, technically easy and can be automated for handling large numbers of samples. This novel assay might form the basis of a highly sensitive and subspecies-specific test for the diagnosis of JD.
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Affiliation(s)
- S Eda
- Center for Wildlife Health, Department of Forestry, Wildlife and Fisheries, University of Tennessee, Knoxville, TN 37996, USA
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Abdel-Malek Z, Scott MC, Suzuki I, Tada A, Im S, Lamoreux L, Ito S, Barsh G, Hearing VJ. The melanocortin-1 receptor is a key regulator of human cutaneous pigmentation. Pigment Cell Res 2001; 13 Suppl 8:156-62. [PMID: 11041375 DOI: 10.1034/j.1600-0749.13.s8.28.x] [Citation(s) in RCA: 97] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The cloning and characterization of the human melanocortin-1 receptor (MC1R) and the demonstration that normal human melanocytes respond to the melanocortins, alpha-melanocyte stimulating hormone (alpha-MSH) and adrenocorticotrophic hormone (ACTH), with increased proliferation and eumelanogenesis had put an end to a long-standing controversy about the role of melanocortins in regulating human cutaneous pigmentation. We have shown that alpha-MSH and ACTH bind the human MC1R with equal affinity, and are equipotent in their mitogenic and melanogenic effects on human melanocytes. We also showed that the activation of the MC1R is important for the melanogenic response of human melanocytes to ultraviolet radiation (UVR). The MC1R is also the principal mediator of the inhibitory effects of agouti signaling protein (ASP) on melanogenesis. Expression of the MC1R is subject to regulation by its own ligands alpha-MSH and ACTH, as well as by UVR and endothelin-1. Recent studies that we conducted on the expression of MC1R variants by human melanocytes and the implications of these variants on the function of the MC1R revealed the following. Human melanocytes homozygous for Arg160Trp mutation in the MC1R demonstrated a significantly reduced response to alpha-MSH. Also, this culture responded poorly to ASP and exhibited an exaggerated cytotoxic response to UVR. Another culture, which was homozygous for Val92Met mutation in the MC1R, demonstrated a normal response to alpha-MSH. Heterozygous mutations that are frequently expressed in various melanocyte cultures did not disrupt MC1R function. These results begin to elucidate the significance of MC1R variants in the function of the receptor. Our data emphasize the significance of a normally functioning MC1R in the response of melanocytes to melanocortins, ASP, and UVR.
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Abdel-Malek ZA, Scott MC, Furumura M, Lamoreux ML, Ollmann M, Barsh GS, Hearing VJ. The melanocortin 1 receptor is the principal mediator of the effects of agouti signaling protein on mammalian melanocytes. J Cell Sci 2001; 114:1019-24. [PMID: 11181184 DOI: 10.1242/jcs.114.5.1019] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The agouti gene codes for agouti signaling protein (ASP), which is temporally expressed in wild-type mouse follicular melanocytes where it induces pheomelanin synthesis. Studies using purified full-length agouti signaling protein has shown that it competes with (α)-melanocyte stimulating hormone for binding to the melanocortin 1 receptor. We have investigated whether ASP binds exclusively to the melanocortin 1 receptor expressed on mouse melanocytes in primary culture, or additionally activates a receptor that has not been identified yet. We have compared the responses of congenic mouse melanocytes derived from C57 BL/6J-E(+)/E(+), e/e, or E(so)/E(so) mice to (alpha)-MSH and/or ASP. E(+)/E(+) melanocytes express the wild-type melanocortin 1 receptor, e/e melanocytes express a loss-of-function mutation in the melanocortin 1 receptor that results in a yellow coat color, and E(so)/E(so) is a mutation that causes constitutive activation of the melanocortin 1 receptor and renders melanocytes unresponsive to (alpha)-melanocyte stimulating hormone. Mouse E(+)/E(+) melanocytes, but not e/e or E(so)/E(so) melanocytes, respond to agouti signaling protein with decreased basal tyrosinase activity, and reduction in levels of tyrosinase and tyrosinase-related proteins 1 and 2. Only in E(+)/E(+) melanocytes does agouti signaling protein abrogate the stimulatory effects of (alpha)-melanocyte stimulating hormone on cAMP formation and tyrosinase activity. These results indicate that a functional melanocortin 1 receptor is obligatory for the response of mammalian melanocytes to agouti signaling protein.
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Affiliation(s)
- Z A Abdel-Malek
- Department of Dermatology, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
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Steinbrecher KA, Tuohy TM, Heppner Goss K, Scott MC, Witte DP, Groden J, Cohen MB. Expression of guanylin is downregulated in mouse and human intestinal adenomas. Biochem Biophys Res Commun 2000; 273:225-30. [PMID: 10873591 DOI: 10.1006/bbrc.2000.2917] [Citation(s) in RCA: 63] [Impact Index Per Article: 2.6] [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: 12/18/2022]
Abstract
Guanylin is a pro-secretory hormone that is expressed in intestinal epithelia. Previously, we mapped the guanylin gene to mouse and human chromosomal regions containing multiple intestinal tumor-modifying loci. Here, we investigate whether guanylin expression is downregulated in precancerous human and mouse intestinal adenomas and whether diminished guanylin expression increases adenoma susceptibility in an animal model of intestinal cancer, the multiple intestinal neoplasia (Min) mouse. In situ hybridization analysis indicated diminished guanylin expression in both mouse and human adenomas. Northern analysis of mouse intestinal tissues showed strain-specific levels of guanylin expression but no correlation with the resistance or susceptibility of each strain to adenoma formation. Similarly, cDNA sequence analysis indicated no inactivating mutations or polymorphisms common to either the high or low adenoma-risk groups. Nonetheless, we have shown that significant loss of guanylin RNA in adenomas of mouse and human is a marker of intestinal epithelial cell transformation.
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Affiliation(s)
- K A Steinbrecher
- Division of Pediatric Gastroenterology and Nutrition, Children's Hospital Medical Center, Cincinnati, Ohio 45229, USA
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