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Möhrmann L, Rostock L, Werner M, Oleś M, Arnold JS, Paramasivam N, Jöhrens K, Rupp L, Schmitz M, Richter D, Uhrig S, Fröhlich M, Hutter B, Hüllein J, Jahn A, Arlt M, Möhrmann EE, Hanf D, Gieldon L, Kreutzfeldt S, Heilig CE, Teleanu MV, Lipka DB, Beck K, Baude-Müller A, Mock A, Jelas I, Rieke DT, Wiesweg M, Brandts C, Boerries M, Illert AL, Desuki A, Kindler T, Krackhardt AM, Westphalen CB, Christopoulos P, Apostolidis L, Stenzinger A, Allgäuer M, Neumann O, Kerle IA, Horak P, Heining C, Grosch H, Schröck E, Hübschmann D, Fröhling S, Glimm H. Genomic landscape and molecularly informed therapy in thymic carcinoma and other advanced thymic epithelial tumors. MED 2025:100612. [PMID: 40107270 DOI: 10.1016/j.medj.2025.100612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 12/12/2024] [Accepted: 02/07/2025] [Indexed: 03/22/2025]
Abstract
BACKGROUND Thymic epithelial tumors (TETs) are rare malignancies with limited treatment options and underexplored molecular features. METHODS We examined the genomic landscape and therapeutic outcomes in 81 patients with advanced TETs, including thymic carcinomas (TCs), thymomas, and thymic neuroendocrine neoplasms (TNENs), who were enrolled in the MASTER trial, a prospective observational precision oncology trial. FINDINGS Using whole-genome-sequencing and whole-exome-sequencing analysis, transcriptome analysis, and methylome analysis, we identified distinct molecular features across TET subtypes, including a higher tumor mutational burden in TC and pathogenic germline variants in 18% of cases. We performed transcriptome- and methylome-based unsupervised clustering and were able to divide TCs into immunologically hot and cold subsets, with hot TCs exhibiting higher T cell infiltration and significantly longer overall survival. In 65 out of 76 (86%) patients, we recommended molecularly informed therapies, which were applied in 29 out of 65 (45%) cases, leading to a disease control rate of 62% and an objective response rate of 23% (both n = 26). The progression-free survival ratio (PFSr) was > 1.3 in 8 out of 24 (33%) patients, 7 of them having TC. Among TCs, patients achieved a mean PFSr of 1.4, indicating potential therapeutic advantages in this subgroup. The PFSr between the PFS of immune checkpoint inhibition and preceding therapies was significantly higher in the hot cluster compared to the cold cluster (median 1.7 vs. 0.3; p = 0.01945). CONCLUSIONS Our findings expand the understanding of TET biology and emphasize the role of precision oncology in informing treatment decisions and improving outcomes for patients with advanced TETs, particularly in TCs.
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Affiliation(s)
- Lino Möhrmann
- Computational Health Informatics Program, Boston Children's Hospital, Harvard Medical School, Boston, USA; Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany.
| | - Lysann Rostock
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany
| | - Maximilian Werner
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany
| | - Małgorzata Oleś
- Computational Oncology Group (CO), Molecular Precision Oncology Program (MPOP), German Cancer Research Center (DKFZ), Heidelberg, Germany; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
| | - Jonas S Arnold
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany; Institute for Clinical Genetics, University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; ERN GENTURIS, Hereditary Cancer Syndrome Center Dresden, Dresden, Germany; Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
| | - Nagarajan Paramasivam
- Computational Oncology Group (CO), Molecular Precision Oncology Program (MPOP), German Cancer Research Center (DKFZ), Heidelberg, Germany; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
| | - Korinna Jöhrens
- Department of Pathology, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Luise Rupp
- Institute of Immunology, Faculty of Medicine Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany
| | - Marc Schmitz
- Institute of Immunology, Faculty of Medicine Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany
| | - Daniela Richter
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany
| | - Sebastian Uhrig
- Computational Oncology Group (CO), Molecular Precision Oncology Program (MPOP), German Cancer Research Center (DKFZ), Heidelberg, Germany; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
| | - Martina Fröhlich
- Computational Oncology Group (CO), Molecular Precision Oncology Program (MPOP), German Cancer Research Center (DKFZ), Heidelberg, Germany; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
| | - Barbara Hutter
- Computational Oncology Group (CO), Molecular Precision Oncology Program (MPOP), German Cancer Research Center (DKFZ), Heidelberg, Germany; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
| | - Jennifer Hüllein
- Computational Oncology Group (CO), Molecular Precision Oncology Program (MPOP), German Cancer Research Center (DKFZ), Heidelberg, Germany; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
| | - Arne Jahn
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany; Institute for Clinical Genetics, University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; ERN GENTURIS, Hereditary Cancer Syndrome Center Dresden, Dresden, Germany; Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
| | - Marie Arlt
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany; Institute for Clinical Genetics, University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; ERN GENTURIS, Hereditary Cancer Syndrome Center Dresden, Dresden, Germany; Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
| | - Elena E Möhrmann
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany
| | - Dorothea Hanf
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany
| | - Laura Gieldon
- Institute of Medical Genetics, Carl von Ossietzky University, Oldenburg, Germany
| | - Simon Kreutzfeldt
- Division of Translational Medical Oncology, DKFZ, Heidelberg, Germany; NCT Heidelberg, Heidelberg, Germany
| | - Christoph E Heilig
- Division of Translational Medical Oncology, DKFZ, Heidelberg, Germany; NCT Heidelberg, Heidelberg, Germany
| | - Maria-Veronica Teleanu
- Division of Translational Medical Oncology, DKFZ, Heidelberg, Germany; NCT Heidelberg, Heidelberg, Germany
| | - Daniel B Lipka
- Section Translational Cancer Epigenomics, Department of Translational Medical Oncology, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Katja Beck
- Institute of Medical Genetics, Carl von Ossietzky University, Oldenburg, Germany
| | - Annika Baude-Müller
- Division of Translational Medical Oncology, DKFZ, Heidelberg, Germany; NCT Heidelberg, Heidelberg, Germany; Section Translational Cancer Epigenomics, Department of Translational Medical Oncology, NCT Heidelberg and DKFZ, Heidelberg, Germany
| | - Andreas Mock
- Institute of Pathology, Ludwig-Maximilians-Universität München (LMU), Munich, Germany
| | - Ivan Jelas
- Charité Comprehensive Cancer Center, Universitätsmedizin Berlin, Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Damian T Rieke
- Charité Comprehensive Cancer Center, Universitätsmedizin Berlin, Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Marcel Wiesweg
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Christian Brandts
- Department of Medicine, Hematology/Oncology, University Hospital, Goethe University, Frankfurt, Germany; University Cancer Center Frankfurt (UCT), University Hospital, Goethe University, Frankfurt, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Melanie Boerries
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, and Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | - Anna L Illert
- Department of Internal Medicine I, Division of Hematology, Oncology and Stem Cell Transplantation, University Medical Center Freiburg, Freiburg im Breisgau, Germany; Klinik und Poliklinik für Innere Medizin III, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Alexander Desuki
- University Cancer Center and Department of Internal Medicine III, University Medical Center Mainz, Mainz, Germany; TRON-Translational Oncology, University Medical Center, Johannes Gutenberg University Mainz, Mainz, Germany; DKTK, partner site Frankfurt/Mainz, a partnership between DKFZ and University Medical Center Mainz, Mainz, Germany
| | - Thomas Kindler
- University Cancer Center and Department of Internal Medicine III, University Medical Center Mainz, Mainz, Germany; TRON-Translational Oncology, University Medical Center, Johannes Gutenberg University Mainz, Mainz, Germany; DKTK, partner site Frankfurt/Mainz, a partnership between DKFZ and University Medical Center Mainz, Mainz, Germany
| | - Angela M Krackhardt
- Klinik und Poliklinik für Innere Medizin III, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - C Benedikt Westphalen
- Department of Internal Medicine III, University Hospital, LMU Munich and Comprehensive Cancer Center, Munich, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital, and NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center, member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Leonidas Apostolidis
- Department of Medical Oncology, NCT Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
| | | | - Michael Allgäuer
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Olaf Neumann
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Irina A Kerle
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany
| | - Peter Horak
- Division of Translational Medical Oncology, DKFZ, Heidelberg, Germany; NCT Heidelberg, Heidelberg, Germany
| | - Christoph Heining
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany
| | - Heidrun Grosch
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital, and NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center, member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Evelin Schröck
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany; Institute for Clinical Genetics, University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; ERN GENTURIS, Hereditary Cancer Syndrome Center Dresden, Dresden, Germany; Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
| | - Daniel Hübschmann
- Computational Oncology Group (CO), Molecular Precision Oncology Program (MPOP), German Cancer Research Center (DKFZ), Heidelberg, Germany; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany; Institute of Human Genetics, Heidelberg University, Heidelberg, Germany; Innovation and Service Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany; Pattern Recognition and Digital Medicine Group, Heidelberg Institute for Stem cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
| | - Stefan Fröhling
- Division of Translational Medical Oncology, DKFZ, Heidelberg, Germany; NCT Heidelberg, Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany; Institute of Human Genetics, Heidelberg University, Heidelberg, Germany
| | - Hanno Glimm
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT), NCT Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine, and University Hospital Carl Gustav Carus, TU Dresden University of Technology, Dresden, Germany; German Cancer Consortium (DKTK), Dresden, Germany; Translational Functional Cancer Genomics, DKFZ Heidelberg, Heidelberg, Germany.
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2
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Lischetti U, Tastanova A, Singer F, Grob L, Carrara M, Cheng PF, Martínez Gómez JM, Sella F, Haunerdinger V, Beisel C, Levesque MP. Dynamic thresholding and tissue dissociation optimization for CITE-seq identifies differential surface protein abundance in metastatic melanoma. Commun Biol 2023; 6:830. [PMID: 37563418 PMCID: PMC10415364 DOI: 10.1038/s42003-023-05182-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 07/26/2023] [Indexed: 08/12/2023] Open
Abstract
Multi-omics profiling by CITE-seq bridges the RNA-protein gap in single-cell analysis but has been largely applied to liquid biopsies. Applying CITE-seq to clinically relevant solid biopsies to characterize healthy tissue and the tumor microenvironment is an essential next step in single-cell translational studies. In this study, gating of cell populations based on their transcriptome signatures for use in cell type-specific ridge plots allowed identification of positive antibody signals and setting of manual thresholds. Next, we compare five skin dissociation protocols by taking into account dissociation efficiency, captured cell type heterogeneity and recovered surface proteome. To assess the effect of enzymatic digestion on transcriptome and epitope expression in immune cell populations, we analyze peripheral blood mononuclear cells (PBMCs) with and without dissociation. To further assess the RNA-protein gap, RNA-protein we perform codetection and correlation analyses on thresholded protein values. Finally, in a proof-of-concept study, using protein abundance analysis on selected surface markers in a cohort of healthy skin, primary, and metastatic melanoma we identify CD56 surface marker expression on metastatic melanoma cells, which was further confirmed by multiplex immunohistochemistry. This work provides practical guidelines for processing and analysis of clinically relevant solid tissue biopsies for biomarker discovery.
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Affiliation(s)
- Ulrike Lischetti
- Department of Biosystems Science and Engineering, ETH Zurich, Mattenstrasse 26, 4058, Basel, Switzerland
- Department of Biomedicine, University Hospital Basel, University of Basel, 4031, Basel, Switzerland
| | - Aizhan Tastanova
- Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
| | - Franziska Singer
- ETH Zurich, NEXUS Personalized Health Technologies, Wagistrasse 18, 8952, Schlieren, Switzerland
- SIB Swiss Institute of Bioinformatics, Zurich, Switzerland
| | - Linda Grob
- ETH Zurich, NEXUS Personalized Health Technologies, Wagistrasse 18, 8952, Schlieren, Switzerland
- SIB Swiss Institute of Bioinformatics, Zurich, Switzerland
| | - Matteo Carrara
- ETH Zurich, NEXUS Personalized Health Technologies, Wagistrasse 18, 8952, Schlieren, Switzerland
- SIB Swiss Institute of Bioinformatics, Zurich, Switzerland
| | - Phil F Cheng
- Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Julia M Martínez Gómez
- Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Federica Sella
- Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Veronika Haunerdinger
- Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Christian Beisel
- Department of Biosystems Science and Engineering, ETH Zurich, Mattenstrasse 26, 4058, Basel, Switzerland
| | - Mitchell P Levesque
- Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
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Yamada Y. Histogenetic and disease-relevant phenotypes in thymic epithelial tumors (TETs): The potential significance for future TET classification. Pathol Int 2023; 73:265-280. [PMID: 37278579 DOI: 10.1111/pin.13343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 05/18/2023] [Indexed: 06/07/2023]
Abstract
Thymic epithelial tumors (TETs) encompass morphologically various subtypes. Thus, it would be meaningful to explore the expression phenotypes that delineate each TET subtype or overarching multiple subtypes. If these profiles are related to thymic physiology, they will improve our biological understanding of TETs and may contribute to the establishment of a more rational TET classification. Against this background, pathologists have attempted to identify histogenetic features in TETs for a long time. As part of this work, our group has reported several TET expression profiles that are histotype-dependent and related to the nature of thymic epithelial cells (TECs). For example, we found that beta5t, a constituent of thymoproteasome unique to cortical TECs, is expressed mainly in type B thymomas, for which the nomenclature of cortical thymoma was once considered. Another example is the discovery that most thymic carcinomas, especially thymic squamous cell carcinomas, exhibit expression profiles similar to tuft cells, a recently discovered special type of medullary TEC. This review outlines the currently reported histogenetic phenotypes of TETs, including those related to thymoma-associated myasthenia gravis, summarizes their genetic signatures, and provides a perspective for the future direction of TET classification.
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Affiliation(s)
- Yosuke Yamada
- Department of Diagnostic Pathology, Kyoto University Hospital, Kyoto, Japan
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Kashima J, Hashimoto T, Yoshida A, Goto Y, Ushiku T, Ohe Y, Watanabe SI, Yatabe Y. Insulinoma-associated-1 (INSM1) expression in thymic squamous cell carcinoma. Virchows Arch 2022; 481:893-901. [PMID: 36305944 DOI: 10.1007/s00428-022-03437-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 10/05/2022] [Accepted: 10/17/2022] [Indexed: 12/14/2022]
Abstract
Thymic squamous cell carcinoma (TSC) presents distinct immunohistochemical features with its expression of CD5 and CD117, both of which are rarely expressed in squamous cell carcinoma in other organs. We found insulinoma-associated-1 (INSM1) expression in some TSCs; thus, a series of thymic tumors were examined retrospectively. Using surgically resected thymic tumors (TSC, n = 35; thymic atypical carcinoid [TAC], n = 4; and thymoma, n = 112) and non-neoplastic thymic tissue (n = 26), we evaluated immunohistochemically the expressions of INSM1, ASCL1, SOX2, NE markers (synaptophysin, chromogranin A, and CD56), and conventional TSC markers (CD5 and CD117). INSM1 was expressed in 22 TSCs (63%), whereas the positive frequencies of synaptophysin, chromogranin A, and CD56 were limited to 13, 10, and 1 cases, respectively. The discordance was highly contrasted with concordantly positive TACs. INSM1 and NE makers were rarely expressed in thymomas. INSM1 expression in TSCs was also associated with CD5 expression, which was significantly less frequent in INSM1-negative TSCs. INSM1, ASCL1, and SOX2 expressions were correlated with one another, but none of the single transcription factors or their combinations is associated with NE expression. The non-neoplastic medullary thymic epithelium was dispersedly positive for INSM1, particularly around Hassall's corpuscles. Despite positive INSM1, a significant decrease in the frequency of NE maker expression may present as a diagnostic pitfall in TSCs. Furthermore, the discordance, which was inherent in the non-neoplastic thymic epithelium, might be a characteristic feature in TSCs.
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Affiliation(s)
- Jumpei Kashima
- Department of Diagnostic Pathology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan.,Department of Pathology, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | - Taiki Hashimoto
- Department of Diagnostic Pathology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan
| | - Akihiko Yoshida
- Department of Diagnostic Pathology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan
| | - Yasushi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Tetsuo Ushiku
- Department of Pathology, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | - Yuichiro Ohe
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Shun-Ichi Watanabe
- Department of Thoracic Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Yasushi Yatabe
- Department of Diagnostic Pathology, National Cancer Center Hospital, 5-1-1, Tsukiji, Chuo-Ku, Tokyo, 104-0045, Japan.
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Chen Y, Zhang J, Zhou M, Guo C, Li S. Real-world clinicopathological features and outcome of thymic neuroendocrine tumors: a retrospective single-institution analysis. Orphanet J Rare Dis 2022; 17:215. [PMID: 35668481 PMCID: PMC9169285 DOI: 10.1186/s13023-022-02366-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 05/13/2022] [Indexed: 01/04/2023] Open
Abstract
Background Thymic neuroendocrine tumors comprise a heterogeneous group of rare diseases. This study aimed to investigate the real-world clinicopathological features and treatment outcomes of thymic neuroendocrine tumors. Results A total of 104 patients diagnosed with thymic neuroendocrine tumors in a single institution from 1983 to 2021 were eligible. Fourteen (13.46%) and 28 (26.92%) patients diagnosed with thymic neuroendocrine tumors suffered from multiple endocrine neoplasia and ectopic adrenocorticotropic hormone syndrome, respectively. Ninety-seven (93.27%) patients underwent surgical resection, including 79 (81.44%) with radical resection. Except for 5 patients lost during follow-up, the 1-, 3- and 5-year overall survival rates were 91.8%, 70.2% and 54.6%, respectively. The median overall survival was 61.57 months. Multivariate analysis revealed that years at diagnosis (HR 0.559, 95% CI 0.364–0.857, p = 0.008), radical resection (HR 2.860, 95% CI 1.392–5.878, p = 0.004), pathological grade (HR 1.963, 95% CI 1.058–3.644, p = 0.033) and Masaoka–Koga stage (HR 2.250, 95% CI 1.548–3.272, p = 0.000) exerted significant differences in overall survival among 99 patients. In the surgery group, multivariate Cox regression analysis exhibited significant overall survival differences in years at diagnosis (HR 0.563, 95% CI 0.367–0.866, p = 0.009), neoadjuvant therapy (HR 0.248, 95% CI 0.071–0.872, p = 0.030), radical resection (HR 3.674, 95% CI 1.685–8.008, p = 0.001), pathological grade (HR 2.082, 95% CI 1.098–3.947, p = 0.025) and Masaoka–Koga stage (HR 2.445, 95% CI 1.607–3.719, p = 0.000). Conclusions Radical resection and Masaoka–Koga stage were independent prognostic factors for the survival of patients with thymic neuroendocrine tumors. Systemic therapy and integrated management of patients with advanced-stage disease require high-level clinical evidence.
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Affiliation(s)
- Yeye Chen
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1, Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Jiaqi Zhang
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1, Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Mengxin Zhou
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1, Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Chao Guo
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1, Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Shanqing Li
- Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1, Shuaifuyuan, Dongcheng District, Beijing, 100730, China.
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Bautista JL, Cramer NT, Miller CN, Chavez J, Berrios DI, Byrnes LE, Germino J, Ntranos V, Sneddon JB, Burt TD, Gardner JM, Ye CJ, Anderson MS, Parent AV. Single-cell transcriptional profiling of human thymic stroma uncovers novel cellular heterogeneity in the thymic medulla. Nat Commun 2021; 12:1096. [PMID: 33597545 PMCID: PMC7889611 DOI: 10.1038/s41467-021-21346-6] [Citation(s) in RCA: 119] [Impact Index Per Article: 29.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 01/22/2021] [Indexed: 01/02/2023] Open
Abstract
The thymus' key function in the immune system is to provide the necessary environment for the development of diverse and self-tolerant T lymphocytes. While recent evidence suggests that the thymic stroma is comprised of more functionally distinct subpopulations than previously appreciated, the extent of this cellular heterogeneity in the human thymus is not well understood. Here we use single-cell RNA sequencing to comprehensively profile the human thymic stroma across multiple stages of life. Mesenchyme, pericytes and endothelial cells are identified as potential key regulators of thymic epithelial cell differentiation and thymocyte migration. In-depth analyses of epithelial cells reveal the presence of ionocytes as a medullary population, while the expression of tissue-specific antigens is mapped to different subsets of epithelial cells. This work thus provides important insight on how the diversity of thymic cells is established, and how this heterogeneity contributes to the induction of immune tolerance in humans.
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Affiliation(s)
- Jhoanne L Bautista
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Department of Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Nathan T Cramer
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Corey N Miller
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Jessica Chavez
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - David I Berrios
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Lauren E Byrnes
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Joe Germino
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA
- Bakar Institute for Computational Health Sciences, University of California, San Francisco, San Francisco, CA, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
| | - Vasilis Ntranos
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA
- Bakar Institute for Computational Health Sciences, University of California, San Francisco, San Francisco, CA, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
| | - Julie B Sneddon
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA, USA
- Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA
- Department of Cell and Tissue Biology, School of Dentistry, University of California, San Francisco, San Francisco, CA, USA
| | - Trevor D Burt
- Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA, USA
- Division of Neonatology, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
- Division of Neonatology and the Children's Health & Discovery Initiative, Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA
| | - James M Gardner
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Department of Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Chun J Ye
- Bakar Institute for Computational Health Sciences, University of California, San Francisco, San Francisco, CA, USA
- Institute for Human Genetics, University of California, San Francisco, San Francisco, CA, USA
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Mark S Anderson
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Audrey V Parent
- Diabetes Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA.
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Tsai HK, Hornick JL, Vivero M. INSM1 expression in a subset of thoracic malignancies and small round cell tumors: rare potential pitfalls for small cell carcinoma. Mod Pathol 2020; 33:1571-1580. [PMID: 32203089 DOI: 10.1038/s41379-020-0517-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 02/22/2020] [Accepted: 02/23/2020] [Indexed: 01/25/2023]
Abstract
INSM1 is a diagnostic marker for neuroendocrine tumors originating in multiple anatomic sites. In the lung, INSM1 shows 76-97% sensitivity for neuroendocrine tumors overall. Our aim was to characterize INSM1 as a diagnostic marker for small cell carcinoma in the context of its epithelial, lymphoid, and mesenchymal morphologic mimics. Immunohistochemistry was performed on 231 tumors, including lung neuroendocrine tumors, nonneuroendocrine carcinomas of the thoracic cavity, diffuse large B-cell lymphomas, and small round cell sarcomas, using an anti-INSM1 mouse monoclonal antibody. Extent (0-100%) and intensity (1-3+) of nuclear INSM1 staining was multiplied in each case to calculate an H-score. Demographic and clinical information was obtained from the medical record. INSM1 had an overall sensitivity and specificity of 81.5% and 82.7% for small cell carcinoma, respectively, using a threshold established with a receiver operating characteristic curve. 40/48 (82.7%) small cell carcinomas were positive for INSM1, including 19/24 (79%) small cell carcinomas that were negative for chromogranin and synaptophysin. 5/5 carcinoids and 21/28 (75%) large cell neuroendocrine carcinomas showed INSM1 expression. Among nonneuroendocrine tumors, 7/38 (18%) lung adenocarcinomas, 2/17 (12%) lung squamous cell carcinomas, 4/10 (40%) thymic carcinomas, 4/12 (33%) adenoid cystic carcinomas, 1/19 (5%) diffuse large B-cell lymphomas, 4/11 (36%) alveolar rhabdomyosarcomas, and 4/23 (17%) Ewing sarcomas were positive for INSM1. No synovial sarcomas or desmoplastic small round cell tumors were positive. Weak, focal INSM1 expression alone is insufficient as a diagnostic marker for small cell carcinoma, but is sensitive and specific, easy to interpret in small biopsies, and makes a valuable addition to a diagnostic panel.
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Affiliation(s)
- Harrison K Tsai
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Jason L Hornick
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Marina Vivero
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
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Juhlin CC, Zedenius J, Haglund F. Metastatic malignant melanoma with neuroendocrine differentiation: a case report and review of the literature. J Med Case Rep 2020; 14:44. [PMID: 32234068 PMCID: PMC7110723 DOI: 10.1186/s13256-020-02367-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 03/05/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Metastatic neuroendocrine carcinoma often presents as carcinoma of unknown primary. Although most cases display immunohistochemical positivity for neuroendocrine markers, subsets of cases display reduced or negative expression for some of these proteins. The identification of metastatic neuroendocrine carcinomas is even more complicated by the occurrence of unrelated tumor types with focal neuroendocrine differentiation. CASE PRESENTATION Our patient was a 74-year-old man of Middle Eastern ethnicity. An initial biopsy of a soft tissue metastasis displayed a neuroendocrine profile indicative of a metastatic neuroendocrine carcinoma, positive for CD56 and synaptophysin, and focally for ISL LIM homeobox 1 and insulinoma-associated protein 1. The Ki-67 index was 50%. Chemotherapy was initiated, but our patient progressed. Scrapings from a pathological hip fracture 3 months later revealed focal synaptophysin immunoreactivity and widespread melanoma antigen, human melanoma black 45, and SOX10 positivity, which are indicative of metastatic malignant melanoma with focal neuroendocrine differentiation. CONCLUSIONS Malignant melanoma may display neuroendocrine differentiation, and the entity should be considered a rare differential diagnosis when assessing biopsies of suspected neuroendocrine carcinomas.
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Affiliation(s)
- Carl Christofer Juhlin
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden.
- Department of Pathology and Cytology, Karolinska University Hospital, Stockholm, Sweden.
| | - Jan Zedenius
- Department of Breast, Endocrine Tumors and Sarcoma, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Felix Haglund
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Pathology and Cytology, Karolinska University Hospital, Stockholm, Sweden
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Angus M, Ruben P. Voltage gated sodium channels in cancer and their potential mechanisms of action. Channels (Austin) 2019; 13:400-409. [PMID: 31510893 PMCID: PMC6768049 DOI: 10.1080/19336950.2019.1666455] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Revised: 08/30/2019] [Accepted: 09/08/2019] [Indexed: 01/22/2023] Open
Abstract
Voltage gated sodium channels (VGSC) are implicated in cancer cell invasion and metastasis. However, the mechanism by which VGSC increase cell invasiveness and probability of metastasis is still unknown. In this review we outline lesser known functions of VGSC outside of action potential propagation, and the current understanding of the effects of VGSC in cancer. Finally, we discuss possible downstream effects of VGSC activation in cancer cells. After extensive review of the literature, the most likely role of VGSC in cancer is in the invadopodia, the leading edge of metastatic cancer cells. Sodium gradients are used to drive many biological processes in the body, and invadopodia may be similar. The function of the sodium hydrogen exchanger (NHE) and sodium calcium exchanger (NCX) are driven by sodium gradients. Voltage gated calcium channels, activated by membrane depolarization, are also capable of becoming activated in response to VGSC activity. Changes to hydrogen ion exchange or calcium handling have functional consequences for invadopodia and would explain the relationship between VGSC expression and invasiveness of cancer cells.
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Affiliation(s)
- Madeline Angus
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
| | - Peter Ruben
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
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Sato K, Fumimoto S, Kataoka T, Ichihashi Y, Ochi K, Satomi H, Hanaoka N, Okada Y, Katsumata T. Type B3 thymoma with marked neuroendocrine differentiation: Report of a case. SAGE Open Med Case Rep 2019; 7:2050313X19827749. [PMID: 30746146 PMCID: PMC6360637 DOI: 10.1177/2050313x19827749] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Accepted: 01/10/2019] [Indexed: 11/16/2022] Open
Abstract
Thymomas are tumors originating from the thymus epithelial cells and are the most common tumors of the anterior mediastinum. They have been classified into types A, AB, B1, B2, and B3 by the World Health Organization. Type B3 thymoma is composed of epithelial cell sheets with mild to moderate atypia and scant lymphocytes. An association between thymic carcinoma and neuroendocrine differentiation has been observed by some authors. However, cases of type B3 thymoma with neuroendocrine differentiation are very rarely discussed in the literature. A 68-year-old woman was referred to our hospital with an abnormal shadow on a chest roentgenogram. Chest computed tomography showed that the lesion was located in the anterior mediastinum. She underwent surgery, and the tumor was diagnosed as a type B3 thymoma with neuroendocrine differentiation. An extremely rare case of a type B3 thymoma showing neuroendocrine differentiation is presented herein.
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Affiliation(s)
- Kiyoshi Sato
- Department of Thoracic and Cardiovascular Surgery, Osaka Medical College Hospital, Takatsuki, Japan
| | - Satoshi Fumimoto
- Department of Thoracic and Cardiovascular Surgery, Osaka Medical College Hospital, Takatsuki, Japan
| | - Takayuki Kataoka
- Department of Thoracic and Cardiovascular Surgery, Osaka Medical College Hospital, Takatsuki, Japan
| | - Yoshio Ichihashi
- Department of Thoracic and Cardiovascular Surgery, Osaka Medical College Hospital, Takatsuki, Japan
| | - Kaoru Ochi
- Department of Thoracic and Cardiovascular Surgery, Osaka Medical College Hospital, Takatsuki, Japan
| | - Hidetoshi Satomi
- Department of Thoracic and Cardiovascular Surgery, Osaka Medical College Hospital, Takatsuki, Japan
| | - Nobuharu Hanaoka
- Department of Thoracic and Cardiovascular Surgery, Osaka Medical College Hospital, Takatsuki, Japan
| | - Yoshikatsu Okada
- Department of Thoracic and Cardiovascular Surgery, Osaka Medical College Hospital, Takatsuki, Japan
| | - Takahiro Katsumata
- Department of Thoracic and Cardiovascular Surgery, Osaka Medical College Hospital, Takatsuki, Japan
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13
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Pedraza-Arévalo S, Gahete MD, Alors-Pérez E, Luque RM, Castaño JP. Multilayered heterogeneity as an intrinsic hallmark of neuroendocrine tumors. Rev Endocr Metab Disord 2018; 19:179-192. [PMID: 30293213 DOI: 10.1007/s11154-018-9465-0] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Neuroendocrine tumors (NETs) comprise a complex and highly heterogeneous group of neoplasms that can arise all over the body, originating from neuroendocrine cells. NETs are characterized by a general lack of symptoms until they are in advanced phase, and early biomarkers are not as available and useful as required. Heterogeneity is an intrinsic, pivotal feature of NETs that derives from diverse causes and ultimately shapes tumor fate. The different layers that conform NET heterogeneity include a wide range of distinct characteristics, from the mere location of the tumor to its clinical and functional features, and from its cellular properties, to the core signaling and (epi)genetic components defining the molecular signature of the tumor. The importance of this heterogeneity resides in that it translates into a high variability among tumors and, hence, patients, which hinders a more precise diagnosis and prognosis and more efficacious treatment of these diseases. In this review, we highlight the significance of this heterogeneity as an intrinsic hallmark of NETs, its repercussion on clinical approaches and tumor management, and some of the possible factors associated to such heterogeneity, including epigenetic and genetic elements, post-transcriptional regulation, or splicing alterations. Notwithstanding, heterogeneity can also represent a valuable and actionable feature, towards improving medical approaches based on personalized medicine. We conclude that NETs can no longer be viewed as a single disease entity and that their diagnosis, prognosis and treatment must reflect and incorporate this heterogeneity.
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Affiliation(s)
- Sergio Pedraza-Arévalo
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Avenida Menéndez Pidal s/n, Edificio IMIBIC, 14004, Córdoba, Spain
- Department of Cell Biology, Physiology, and Immunology, Universidad de Córdoba, Córdoba, Spain
- Reina Sofia University Hospital, Córdoba, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Córdoba, Spain
- Agrifood Campus of International Excellence (ceiA3), Córdoba, Spain
| | - Manuel D Gahete
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Avenida Menéndez Pidal s/n, Edificio IMIBIC, 14004, Córdoba, Spain
- Department of Cell Biology, Physiology, and Immunology, Universidad de Córdoba, Córdoba, Spain
- Reina Sofia University Hospital, Córdoba, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Córdoba, Spain
- Agrifood Campus of International Excellence (ceiA3), Córdoba, Spain
| | - Emilia Alors-Pérez
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Avenida Menéndez Pidal s/n, Edificio IMIBIC, 14004, Córdoba, Spain
- Department of Cell Biology, Physiology, and Immunology, Universidad de Córdoba, Córdoba, Spain
- Reina Sofia University Hospital, Córdoba, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Córdoba, Spain
- Agrifood Campus of International Excellence (ceiA3), Córdoba, Spain
| | - Raúl M Luque
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Avenida Menéndez Pidal s/n, Edificio IMIBIC, 14004, Córdoba, Spain.
- Department of Cell Biology, Physiology, and Immunology, Universidad de Córdoba, Córdoba, Spain.
- Reina Sofia University Hospital, Córdoba, Spain.
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Córdoba, Spain.
- Agrifood Campus of International Excellence (ceiA3), Córdoba, Spain.
| | - Justo P Castaño
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Avenida Menéndez Pidal s/n, Edificio IMIBIC, 14004, Córdoba, Spain.
- Department of Cell Biology, Physiology, and Immunology, Universidad de Córdoba, Córdoba, Spain.
- Reina Sofia University Hospital, Córdoba, Spain.
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Córdoba, Spain.
- Agrifood Campus of International Excellence (ceiA3), Córdoba, Spain.
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