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Mühlenbruch L, Abou-Kors T, Dubbelaar ML, Bichmann L, Kohlbacher O, Bens M, Thomas J, Ezić J, Kraus JM, Kestler HA, von Witzleben A, Mytilineos J, Fürst D, Engelhardt D, Doescher J, Greve J, Schuler PJ, Theodoraki MN, Brunner C, Hoffmann TK, Rammensee HG, Walz JS, Laban S. The HLA ligandome of oropharyngeal squamous cell carcinomas reveals shared tumour-exclusive peptides for semi-personalised vaccination. Br J Cancer 2023; 128:1777-1787. [PMID: 36823366 PMCID: PMC9949688 DOI: 10.1038/s41416-023-02197-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 01/24/2023] [Accepted: 02/01/2023] [Indexed: 02/25/2023] Open
Abstract
BACKGROUND The immune peptidome of OPSCC has not previously been studied. Cancer-antigen specific vaccination may improve clinical outcome and efficacy of immune checkpoint inhibitors such as PD1/PD-L1 antibodies. METHODS Mapping of the OPSCC HLA ligandome was performed by mass spectrometry (MS) based analysis of naturally presented HLA ligands isolated from tumour tissue samples (n = 40) using immunoaffinity purification. The cohort included 22 HPV-positive (primarily HPV-16) and 18 HPV-negative samples. A benign reference dataset comprised of the HLA ligandomes of benign haematological and tissue datasets was used to identify tumour-associated antigens. RESULTS MS analysis led to the identification of naturally HLA-presented peptides in OPSCC tumour tissue. In total, 22,769 peptides from 9485 source proteins were detected on HLA class I. For HLA class II, 15,203 peptides from 4634 source proteins were discovered. By comparative profiling against the benign HLA ligandomic datasets, 29 OPSCC-associated HLA class I ligands covering 11 different HLA allotypes and nine HLA class II ligands were selected to create a peptide warehouse. CONCLUSION Tumour-associated peptides are HLA-presented on the cell surfaces of OPSCCs. The established warehouse of OPSCC-associated peptides can be used for downstream immunogenicity testing and peptide-based immunotherapy in (semi)personalised strategies.
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Affiliation(s)
- Lena Mühlenbruch
- grid.10392.390000 0001 2190 1447Institute for Cell Biology, Department of Immunology, Eberhard Karls University of Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Department of Peptide-based Immunotherapy, Eberhard Karls University and University Hospital Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Cluster of Excellence iFIT (EXC2180) “Image-Guided and Functionally Instructed Tumor Therapies”, University of Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,German Cancer Consortium (DKTK), Partner Site Tübingen, 72076 Tübingen, Baden-Württemberg Germany
| | - Tsima Abou-Kors
- grid.410712.10000 0004 0473 882XDepartment of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Marissa L. Dubbelaar
- grid.10392.390000 0001 2190 1447Institute for Cell Biology, Department of Immunology, Eberhard Karls University of Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Department of Peptide-based Immunotherapy, Eberhard Karls University and University Hospital Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Cluster of Excellence iFIT (EXC2180) “Image-Guided and Functionally Instructed Tumor Therapies”, University of Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Quantitative Biology Center (QBiC), Eberhard Karls University Tübingen, 72076 Tübingen, Baden-Württemberg Germany
| | - Leon Bichmann
- grid.10392.390000 0001 2190 1447Institute for Cell Biology, Department of Immunology, Eberhard Karls University of Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Applied Bioinformatics, Department of Computer Science, Eberhard Karls University Tübingen, 72076 Tübingen, Baden-Württemberg Germany
| | - Oliver Kohlbacher
- grid.10392.390000 0001 2190 1447Applied Bioinformatics, Department of Computer Science, Eberhard Karls University Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Cluster of Excellence Machine Learning in the Sciences (EXC2064), Eberhard Karls University Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.411544.10000 0001 0196 8249Institute for Translational Bioinformatics, University Hospital Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Institute for Bioinformatics and Medical Informatics, Eberhard Karls University Tübingen, 72076 Tübingen, Baden-Württemberg Germany
| | - Martin Bens
- grid.418245.e0000 0000 9999 5706Leibniz-Institute on Aging, Fritz-Lipmann-Institute, 07745 Jena, Thüringen Germany
| | - Jaya Thomas
- grid.5491.90000 0004 1936 9297CRUK and NIHR Experimental Cancer Medicine Center & School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, SO17 1BJ UK
| | - Jasmin Ezić
- grid.410712.10000 0004 0473 882XDepartment of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Johann M. Kraus
- grid.6582.90000 0004 1936 9748Ulm University, Institute of Medical Systems Biology, Ulm, Germany
| | - Hans A. Kestler
- grid.6582.90000 0004 1936 9748Ulm University, Institute of Medical Systems Biology, Ulm, Germany
| | - Adrian von Witzleben
- grid.410712.10000 0004 0473 882XDepartment of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Joannis Mytilineos
- grid.410712.10000 0004 0473 882XInstitute of Clinical Transfusion Medicine and Immunogenetics Ulm, German Red Cross Blood Transfusion Service, Baden–Württemberg–Hessen, and University Hospital Ulm, Ulm, Germany ,grid.6582.90000 0004 1936 9748Institute of Transfusion Medicine, Ulm University, Ulm, Germany ,German Stem Cell Donor Registry, German Red Cross Blood Transfusion Service, Ulm, Germany
| | - Daniel Fürst
- grid.410712.10000 0004 0473 882XInstitute of Clinical Transfusion Medicine and Immunogenetics Ulm, German Red Cross Blood Transfusion Service, Baden–Württemberg–Hessen, and University Hospital Ulm, Ulm, Germany ,grid.6582.90000 0004 1936 9748Institute of Transfusion Medicine, Ulm University, Ulm, Germany
| | - Daphne Engelhardt
- grid.410712.10000 0004 0473 882XDepartment of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Johannes Doescher
- grid.410712.10000 0004 0473 882XDepartment of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Jens Greve
- grid.410712.10000 0004 0473 882XDepartment of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Patrick J. Schuler
- grid.410712.10000 0004 0473 882XDepartment of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Marie-Nicole Theodoraki
- grid.410712.10000 0004 0473 882XDepartment of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Cornelia Brunner
- grid.410712.10000 0004 0473 882XDepartment of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Thomas K. Hoffmann
- grid.410712.10000 0004 0473 882XDepartment of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Hans-Georg Rammensee
- grid.10392.390000 0001 2190 1447Institute for Cell Biology, Department of Immunology, Eberhard Karls University of Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Department of Peptide-based Immunotherapy, Eberhard Karls University and University Hospital Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Cluster of Excellence iFIT (EXC2180) “Image-Guided and Functionally Instructed Tumor Therapies”, University of Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,German Cancer Consortium (DKTK), Partner Site Tübingen, 72076 Tübingen, Baden-Württemberg Germany
| | - Juliane S. Walz
- grid.10392.390000 0001 2190 1447Institute for Cell Biology, Department of Immunology, Eberhard Karls University of Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Department of Peptide-based Immunotherapy, Eberhard Karls University and University Hospital Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.10392.390000 0001 2190 1447Cluster of Excellence iFIT (EXC2180) “Image-Guided and Functionally Instructed Tumor Therapies”, University of Tübingen, 72076 Tübingen, Baden-Württemberg Germany ,grid.411544.10000 0001 0196 8249Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK), Department of Internal Medicine, University Hospital Tübingen, Tübingen, Baden-Württemberg 72076 Germany
| | - Simon Laban
- Department of Otorhinolaryngology and Head & Neck Surgery, Ulm University Medical Center, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany.
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3
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Li Y, Pan M, Lu T, Yu D, Liu C, Wang Z, Hu G. RAF1 promotes lymphatic metastasis of hypopharyngeal carcinoma via regulating LAGE1: an experimental research. J Transl Med 2022; 20:255. [PMID: 35668458 PMCID: PMC9172115 DOI: 10.1186/s12967-022-03468-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 05/30/2022] [Indexed: 11/27/2022] Open
Abstract
Background Lymphatic metastasis was an independent prognostic risk factor for hypopharyngeal carcinoma and was the main cause of treatment failure. The purpose of this study was to screen the differential genes and investigate the mechanism of lymphatic metastasis in hypopharyngeal carcinoma. Methods Transcriptome sequencing was performed on primary tumors of patients, and differential genes were screened by bioinformatics analysis. The expression of differential genes was verified by qRT-PCR, western-blotting and immunohistochemical, and prognostic value was analyzed by Kaplan–Meier and log-rank test and Cox’s test. Next, FADU and SCC15 cell lines were used to demonstrate the function of differential genes both in vitro by EdU, Flow cytometry, Wound Healing and Transwell assays and in vivo by a foot-pad xenograft mice model. Proteomic sequencing was performed to screen relevant targets. In addition, in vitro and in vivo experiments were conducted to verify the mechanism of lymphatic metastasis. Results Results of transcriptome sequencing showed that RAF1 was a significantly differential gene in lymphatic metastasis and was an independent prognostic risk factor. In vitro experiments suggested that decreased expression of RAF1 could inhibit proliferation, migration and invasion of tumor cells and promote apoptosis. In vivo experiments indicated that RAF1 could promote tumor growth and lymphatic metastasis. Proteomic sequencing and subsequent experiments suggested that LAGE1 could promote development of tumor and lymphatic metastasis, and was regulated by RAF1. Conclusions It suggests that RAF1 can promote lymphatic metastasis of hypopharyngeal carcinoma by regulating LAGE1, and provide a basis for the exploring of novel therapeutic target and ultimately provide new guidance for the establishment of intelligent diagnosis and precise treatment of hypopharyngeal carcinoma.
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Affiliation(s)
- Yanshi Li
- Department of Otorhinolaryngology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Min Pan
- Department of Otorhinolaryngology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Tao Lu
- Department of Otorhinolaryngology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Dan Yu
- Department of Otorhinolaryngology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Chuan Liu
- Department of Otorhinolaryngology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Zhihai Wang
- Department of Otorhinolaryngology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Guohua Hu
- Department of Otorhinolaryngology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
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5
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Lehtinen T, Elfström KM, Mäkitie A, Nygård M, Vänskä S, Pawlita M, Dillner J, Waterboer T, Lehtinen M. Elimination of HPV-associated oropharyngeal cancers in Nordic countries. Prev Med 2021; 144:106445. [PMID: 33678237 DOI: 10.1016/j.ypmed.2021.106445] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 01/25/2021] [Accepted: 01/27/2021] [Indexed: 12/31/2022]
Abstract
Incidence of human papillomavirus (HPV, most notably HPV type 16) associated oropharyngeal squamous cell carcinoma (OPSCC) among middle-aged (50-69 year-old) males has tripled in four high income Nordic countries (Denmark, Finland, Norway and Sweden) over the last 30 years. In Finland and Sweden, this increase was preceded by an HPV16 epidemic in fertile-aged populations in the 1980's. The recent implementation of school-based prophylactic HPV vaccination in early adolescent boys and girls will gradually decrease the incidence, and eventually eliminate the HPV-associated OPSCCs (especially tonsillar and base of tongue carcinomas) in the Nordic countries. However, beyond the adolescent and young adult birth cohorts vaccinated, there are approximately 50 birth cohorts (born in 1995 or before) that would benefit from screening for HPV-associated OPSCC. This article reviews the need, prerequisites, proof-of-concept trial and prospects of preventing HPV-associated OPSCC in the Nordic countries.
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Affiliation(s)
| | - K Miriam Elfström
- Center for Cervical Cancer Prevention, Karolinska University Laboratory, Karolinska University Hospital, Sweden; Regional Cancer Center of Stockholm-Gotland, Stockholm, Sweden
| | - Antti Mäkitie
- Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institute and Karolinska Hospital, Stockholm, Sweden; Department of Otorhinolaryngology - Head and Neck Surgery, Helsinki University Hospital, and Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | | | - Simopekka Vänskä
- Department of Health Security, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Michael Pawlita
- Infections and Cancer Epidemiology, Deutsches Krebsforschungzentrum, Heidelberg, Germany
| | - Joakim Dillner
- Department of Lab Medicine, Karolinska Institute, Stockholm, Sweden; Regional Cancer Center of Stockholm-Gotland, Stockholm, Sweden
| | - Tim Waterboer
- Infections and Cancer Epidemiology, Deutsches Krebsforschungzentrum, Heidelberg, Germany
| | - Matti Lehtinen
- FICAN-MID, Tampere, Finland; Department of Health Security, Finnish Institute for Health and Welfare, Helsinki, Finland; Infections and Cancer Epidemiology, Deutsches Krebsforschungzentrum, Heidelberg, Germany; Department of Lab Medicine, Karolinska Institute, Stockholm, Sweden
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7
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Völkel G, Laban S, Fürstberger A, Kühlwein SD, Ikonomi N, Hoffmann TK, Brunner C, Neuberg DS, Gaidzik V, Döhner H, Kraus JM, Kestler HA. Analysis, identification and visualization of subgroups in genomics. Brief Bioinform 2020; 22:5909009. [PMID: 32954413 PMCID: PMC8138884 DOI: 10.1093/bib/bbaa217] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 08/14/2020] [Accepted: 08/17/2020] [Indexed: 12/22/2022] Open
Abstract
Motivation Cancer is a complex and heterogeneous disease involving multiple somatic mutations that accumulate during its progression. In the past years, the wide availability of genomic data from patients’ samples opened new perspectives in the analysis of gene mutations and alterations. Hence, visualizing and further identifying genes mutated in massive sets of patients are nowadays a critical task that sheds light on more personalized intervention approaches. Results Here, we extensively review existing tools for visualization and analysis of alteration data. We compare different approaches to study mutual exclusivity and sample coverage in large-scale omics data. We complement our review with the standalone software AVAtar (‘analysis and visualization of alteration data’) that integrates diverse aspects known from different tools into a comprehensive platform. AVAtar supplements customizable alteration plots by a multi-objective evolutionary algorithm for subset identification and provides an innovative and user-friendly interface for the evaluation of concurrent solutions. A use case from personalized medicine demonstrates its unique features showing an application on vaccination target selection. Availability AVAtar is available at: https://github.com/sysbio-bioinf/avatar Contact hans.kestler@uni-ulm.de, phone: +49 (0) 731 500 24 500, fax: +49 (0) 731 500 24 502
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Affiliation(s)
| | | | | | | | | | - Thomas K Hoffmann
- Department of Otorhinolaryngology, Head and Neck Surgery, Ulm University Medical Center, Germany
| | - Cornelia Brunner
- Department of Otorhinolaryngology, Head and Neck Surgery, Ulm University Medical Center, Germany
| | - Donna S Neuberg
- Department of Biostatistics, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Verena Gaidzik
- Department of Internal Medicine III, Ulm University Medical Center, Germany
| | - Hartmut Döhner
- Department of Internal Medicine III, Ulm University Medical Center, Germany
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