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Schinke H, Pan M, Akyol M, Zhou J, Shi E, Kranz G, Libl D, Quadt T, Simon F, Canis M, Baumeister P, Gires O. SLUG-related partial epithelial-to-mesenchymal transition is a transcriptomic prognosticator of head and neck cancer survival. Mol Oncol 2021; 16:347-367. [PMID: 34382739 PMCID: PMC8763659 DOI: 10.1002/1878-0261.13075] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 07/13/2021] [Accepted: 08/10/2021] [Indexed: 11/11/2022] Open
Abstract
Partial epithelial‐to‐mesenchymal transition (pEMT) contributes to cellular heterogeneity that is associated with nodal metastases and unfavorable clinical parameters in head and neck squamous cell carcinomas (HNSCCs). We developed a single‐cell RNA sequencing signature‐based pEMT quantification through cell type‐dependent deconvolution of bulk RNA sequencing and microarray data combined with single‐sample scoring of molecular phenotypes (Singscoring). Clinical pEMT‐Singscores served as molecular classifiers in multivariable Cox proportional hazard models and high scores prognosticated poor overall survival and reduced response to irradiation as independent parameters in large HNSCC cohorts [The Cancer Genome Atlas (TCGA), MD Anderson Cancer Centre (MDACC), Fred Hutchinson Cancer Research Center (FHCRC)]. Differentially expressed genes confirmed enhanced cell motility and reduced oxidative phosphorylation and epithelial differentiation in pEMThigh patients. In patients and cell lines, the EMT transcription factor SLUG correlated most strongly with pEMT‐Singscores and promoted pEMT, enhanced invasion, and resistance to irradiation in vitro. SLUG protein levels in HNSCC predicted disease‐free survival, and its peripheral expression at the interphase to the tumor microenvironment was significantly increased in relapsing patients. Hence, pEMT‐Singscores represent a novel risk predictor for HNSCC stratification regarding clinical outcome and therapy response that is partly controlled by SLUG.
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Affiliation(s)
- Henrik Schinke
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, LMU Munich, Germany
| | - Min Pan
- Department of Otorhinolaryngology, The First Affiliated Hospital of Chongqing Medical University, China
| | - Merve Akyol
- School of Medicine, Koç University, Istanbul, Turkey
| | - Jiefu Zhou
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, LMU Munich, Germany
| | - Enxian Shi
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, LMU Munich, Germany
| | - Gisela Kranz
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, LMU Munich, Germany
| | - Darko Libl
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, LMU Munich, Germany
| | - Tanja Quadt
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, LMU Munich, Germany
| | - Florian Simon
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, LMU Munich, Germany
| | - Martin Canis
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, LMU Munich, Germany.,Clinical Cooperation Group 'Personalized Radiotherapy in Head and Neck Cancer', Helmholtz Zentrum München, Neuherberg, Germany
| | - Philipp Baumeister
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, LMU Munich, Germany.,Clinical Cooperation Group 'Personalized Radiotherapy in Head and Neck Cancer', Helmholtz Zentrum München, Neuherberg, Germany
| | - Olivier Gires
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, LMU Munich, Germany.,Clinical Cooperation Group 'Personalized Radiotherapy in Head and Neck Cancer', Helmholtz Zentrum München, Neuherberg, Germany
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Liu X, Li J, Cadilha BL, Markota A, Voigt C, Huang Z, Lin PP, Wang DD, Dai J, Kranz G, Krandick A, Libl D, Zitzelsberger H, Zagorski I, Braselmann H, Pan M, Zhu S, Huang Y, Niedermeyer S, Reichel CA, Uhl B, Briukhovetska D, Suárez J, Kobold S, Gires O, Wang H. Epithelial-type systemic breast carcinoma cells with a restricted mesenchymal transition are a major source of metastasis. Sci Adv 2019; 5:eaav4275. [PMID: 31223646 PMCID: PMC6584608 DOI: 10.1126/sciadv.aav4275] [Citation(s) in RCA: 111] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 05/15/2019] [Indexed: 05/21/2023]
Abstract
Carcinoma cells undergo epithelial-mesenchymal transition (EMT); however, contributions of EMT heterogeneity to disease progression remain a matter of debate. Here, we addressed the EMT status of ex vivo cultured circulating and disseminated tumor cells (CTCs/DTCs) in a syngeneic mouse model of metastatic breast cancer (MBC). Epithelial-type CTCs with a restricted mesenchymal transition had the strongest lung metastases formation ability, whereas mesenchymal-type CTCs showed limited metastatic ability. EpCAM expression served as a surrogate marker to evaluate the EMT heterogeneity of clinical samples from MBC, including metastases, CTCs, and DTCs. The proportion of epithelial-type CTCs, and especially DTCs, correlated with distant metastases and poorer outcome of patients with MBC. This study fosters our understanding of EMT in metastasis and underpins heterogeneous EMT phenotypes as important parameters for tumor prognosis and treatment. We further suggest that EpCAM-dependent CTC isolation systems will underestimate CTC numbers but will quantify clinically relevant metastatic cells.
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Affiliation(s)
- Xiao Liu
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Junjian Li
- Department of Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Bruno Loureiro Cadilha
- Center of Integrated Protein Science Munich and Division of Clinical Pharmacology, Department of Medicine IV, Klinikum der Ludwig-Maximilians-Universität München, Member of the German Center for Lung Research, Lindwurmstrasse 2a, 80337 Munich, Germany
| | - Anamarija Markota
- Center of Integrated Protein Science Munich and Division of Clinical Pharmacology, Department of Medicine IV, Klinikum der Ludwig-Maximilians-Universität München, Member of the German Center for Lung Research, Lindwurmstrasse 2a, 80337 Munich, Germany
| | - Cornelia Voigt
- Center of Integrated Protein Science Munich and Division of Clinical Pharmacology, Department of Medicine IV, Klinikum der Ludwig-Maximilians-Universität München, Member of the German Center for Lung Research, Lindwurmstrasse 2a, 80337 Munich, Germany
| | - Zhe Huang
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
| | | | | | - Juncheng Dai
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing 211166, China
| | - Gisela Kranz
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Anna Krandick
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Darko Libl
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Horst Zitzelsberger
- Clinical Cooperation Group Personalized Radiotherapy of Head and Neck Tumors, Helmholtz Zentrum München, Neuherberg, Germany
- Research Unit Radiation Cytogenetics, Helmholtz Zentrum München, Neuherberg, Germany
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Isabella Zagorski
- Research Unit Radiation Cytogenetics, Helmholtz Zentrum München, Neuherberg, Germany
| | - Herbert Braselmann
- Research Unit Radiation Cytogenetics, Helmholtz Zentrum München, Neuherberg, Germany
| | - Min Pan
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Sibo Zhu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai 200438, China
| | - Yuanchi Huang
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Sebastian Niedermeyer
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Christoph A. Reichel
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Bernd Uhl
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Daria Briukhovetska
- Center of Integrated Protein Science Munich and Division of Clinical Pharmacology, Department of Medicine IV, Klinikum der Ludwig-Maximilians-Universität München, Member of the German Center for Lung Research, Lindwurmstrasse 2a, 80337 Munich, Germany
| | - Javier Suárez
- Center of Integrated Protein Science Munich and Division of Clinical Pharmacology, Department of Medicine IV, Klinikum der Ludwig-Maximilians-Universität München, Member of the German Center for Lung Research, Lindwurmstrasse 2a, 80337 Munich, Germany
| | - Sebastian Kobold
- Center of Integrated Protein Science Munich and Division of Clinical Pharmacology, Department of Medicine IV, Klinikum der Ludwig-Maximilians-Universität München, Member of the German Center for Lung Research, Lindwurmstrasse 2a, 80337 Munich, Germany
| | - Olivier Gires
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital, Ludwig-Maximilians University of Munich, Marchioninistr. 15, 81377 Munich, Germany
- Clinical Cooperation Group Personalized Radiotherapy of Head and Neck Tumors, Helmholtz Zentrum München, Neuherberg, Germany
- Corresponding author. (O.G.); (H.W.)
| | - Hongxia Wang
- Department of Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
- Corresponding author. (O.G.); (H.W.)
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Pan M, Schinke H, Luxenburger E, Kranz G, Shakhtour J, Libl D, Huang Y, Gaber A, Pavšič M, Lenarčič B, Kitz J, Jakob M, Schwenk-Zieger S, Canis M, Hess J, Unger K, Baumeister P, Gires O. EpCAM ectodomain EpEX is a ligand of EGFR that counteracts EGF-mediated epithelial-mesenchymal transition through modulation of phospho-ERK1/2 in head and neck cancers. PLoS Biol 2018; 16:e2006624. [PMID: 30261040 PMCID: PMC6177200 DOI: 10.1371/journal.pbio.2006624] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [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: 05/09/2018] [Revised: 10/09/2018] [Accepted: 09/12/2018] [Indexed: 12/18/2022] Open
Abstract
Head and neck squamous cell carcinomas (HNSCCs) are characterized by outstanding molecular heterogeneity that results in severe therapy resistance and poor clinical outcome. Inter- and intratumoral heterogeneity in epithelial-mesenchymal transition (EMT) was recently revealed as a major parameter of poor clinical outcome. Here, we addressed the expression and function of the therapeutic target epidermal growth factor receptor (EGFR) and of the major determinant of epithelial differentiation epithelial cell adhesion molecule (EpCAM) in clinical samples and in vitro models of HNSCCs. We describe improved survival of EGFRlow/EpCAMhigh HNSCC patients (n = 180) and provide a molecular basis for the observed disparities in clinical outcome. EGF/EGFR have concentration-dependent dual capacities as inducers of proliferation and EMT through differential activation of the central molecular switch phosphorylated extracellular signal–regulated kinase 1/2 (pERK1/2) and EMT transcription factors (EMT-TFs) Snail, zinc finger E-box-binding homeobox 1 (Zeb1), and Slug. Furthermore, soluble ectodomain of EpCAM (EpEX) was identified as a ligand of EGFR that activates pERK1/2 and phosphorylated AKT (pAKT) and induces EGFR-dependent proliferation but represses EGF-mediated EMT, Snail, Zeb1, and Slug activation and cell migration. EMT repression by EpEX is realized through competitive modulation of pERK1/2 activation strength and inhibition of EMT-TFs, which is reflected in levels of pERK1/2 and its target Slug in clinical samples. Accordingly, high expression of pERK1/2 and/or Slug predicted poor outcome of HNSCCs. Hence, EpEX is a ligand of EGFR that induces proliferation but counteracts EMT mediated by the EGF/EGFR/pERK1/2 axis. Therefore, the emerging EGFR/EpCAM molecular cross talk represents a promising target to improve patient-tailored adjuvant treatment of HNSCCs. Head and neck squamous cell carcinomas (HNSCCs) display poor survival, with death rates above 55%. Major factors affecting survival are metastases’ formation and therapy resistance. Phenotypic changes during partial epithelial-mesenchymal transition (EMT) provide tumor cells with increased migration, invasion, and therapy resistance. Understanding molecular mechanisms of EMT, as a central process of the metastatic cascade and the development of therapy resistance, is therefore important. In the present work, we identified molecular cross talk between epidermal growth factor receptor (EGFR) and epithelial cell adhesion molecule (EpCAM) as a novel determinant of clinical outcome in HNSCCs. Low levels of EGFR but high levels of EpCAM (EGFRlow/EpCAMhigh) were associated with favorable prognosis, with survival rates above 90%, whereas EGFRhigh/EpCAMlow correlated with poor survival, below 10%. EGFR was shown to have a concentration-dependent capacity to induce proliferation and EMT. Proteolytic cleavage of the extracellular domain of EpCAM (EpEX) produces a ligand of EGFR that induces EGFR-dependent proliferation but counteracts EGF-induced EMT. We delineate an EGFR/extracellular signal–regulated kinase 1/2 (ERK1/2)/EpCAM signaling axis that may be a promising therapeutic target for HNSCCs.
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Affiliation(s)
- Min Pan
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Henrik Schinke
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Elke Luxenburger
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Gisela Kranz
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Julius Shakhtour
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Darko Libl
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Yuanchi Huang
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Aljaž Gaber
- Department of Chemistry and Biochemistry, Faculty of Chemistry and Chemical Technology, University of Ljubljana, Ljubljana, Slovenia
| | - Miha Pavšič
- Department of Chemistry and Biochemistry, Faculty of Chemistry and Chemical Technology, University of Ljubljana, Ljubljana, Slovenia
| | - Brigita Lenarčič
- Department of Chemistry and Biochemistry, Faculty of Chemistry and Chemical Technology, University of Ljubljana, Ljubljana, Slovenia
- Department of Biochemistry, Molecular and Structural Biology, Institute Jožef Stefan, Ljubljana, Slovenia
| | - Julia Kitz
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Mark Jakob
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Sabina Schwenk-Zieger
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Martin Canis
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Julia Hess
- Clinical Cooperation Group “Personalized Radiotherapy in Head and Neck Cancer“, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Neuherberg, Germany
- Research Unit Radiation Cytogenetics, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | - Kristian Unger
- Clinical Cooperation Group “Personalized Radiotherapy in Head and Neck Cancer“, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Neuherberg, Germany
- Research Unit Radiation Cytogenetics, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | - Philipp Baumeister
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
- Clinical Cooperation Group “Personalized Radiotherapy in Head and Neck Cancer“, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | - Olivier Gires
- Department of Otorhinolaryngology, Head and Neck Surgery, Grosshadern Medical Center, Ludwig-Maximilians-University, Munich, Germany
- Clinical Cooperation Group “Personalized Radiotherapy in Head and Neck Cancer“, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Neuherberg, Germany
- * E-mail:
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4
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Englhard AS, Palaras A, Volgger V, Stepp H, Mack B, Libl D, Gires O, Betz CS. Confocal laser endomicroscopy in head and neck malignancies using FITC-labelled EpCAM- and EGF-R-antibodies in cell lines and tumor biopsies. J Biophotonics 2017; 10:1365-1376. [PMID: 28106950 DOI: 10.1002/jbio.201600238] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [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: 09/14/2016] [Revised: 11/23/2016] [Accepted: 12/23/2016] [Indexed: 06/06/2023]
Abstract
Intraoperative detection of residual malignant cells at tumor margins following excision of primary tumors could help improving surgery and thus patients' outcome. The feasibility of the tumor antigens epidermal growth factor receptor (EGF-R) and epithelial cell adhesion molecule (EpCAM) for antibody-dependent confocal laser scanning endomicroscopy (CLE)-mediated visualization of malignant cells was addressed. Both tumor antigens are highly and frequently expressed in the majority of carcinomas, including head and neck squamous cell carcinomas (HNSCC), and represent prognostic and therapeutic tumor target molecules. FITC-conjugated EGF-R- and EpCAM-specific antibodies served as molecular tools for the detection of antigen-positive cells using the CLE technology. Specificity of both antibodies and their ability to discriminate tumor from non-tumor cells were assessed in vitro with human fibroblasts and PCI-1 HNSCC cell lines, and ex vivo on primary HNSCC samples (n = 11) and healthy mucosa (n = 5). Antigen specificity of the used EpCAM-specific antibody was superior to that of the EGF-R-specific antibody both in vitro and ex vivo (100% vs. 31.25%), and allowed visualization of cellular structures in CLE measurements. These results hold promise for possible future applications in humans.
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Affiliation(s)
- Anna S Englhard
- Department of Otorhinolaryngology-Head and Neck Surgery, Klinikum der Universität München, Marchioninistr. 15, 81377, Munich, Germany
| | - Alexander Palaras
- Laser-Forschungslabor, LIFE-Zentrum, Klinikum der Universität München, Feodor-Lynen-Str. 19, 81377, Munich, Germany
| | - Veronika Volgger
- Department of Otorhinolaryngology-Head and Neck Surgery, Klinikum der Universität München, Marchioninistr. 15, 81377, Munich, Germany
| | - Herbert Stepp
- Laser-Forschungslabor, LIFE-Zentrum, Klinikum der Universität München, Feodor-Lynen-Str. 19, 81377, Munich, Germany
- Department of Urology, Klinikum der Universität München, Marchioninistr. 15, 81377, Munich, Germany
| | - Brigitte Mack
- Department of Otorhinolaryngology-Head and Neck Surgery, Klinikum der Universität München, Marchioninistr. 15, 81377, Munich, Germany
| | - Darko Libl
- Department of Otorhinolaryngology-Head and Neck Surgery, Klinikum der Universität München, Marchioninistr. 15, 81377, Munich, Germany
| | - Olivier Gires
- Department of Otorhinolaryngology-Head and Neck Surgery, Klinikum der Universität München, Marchioninistr. 15, 81377, Munich, Germany
- Clinical Cooperation Group "Personalized Radiotherapy of Head and Neck Tumors", Helmholtz Zentrum, München, Germany
| | - Christian S Betz
- Department of Otorhinolaryngology-Head and Neck Surgery, Klinikum der Universität München, Marchioninistr. 15, 81377, Munich, Germany
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