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Integration of p16/HPV DNA Status with a 24-miRNA-Defined Molecular Phenotype Improves Clinically Relevant Stratification of Head and Neck Cancer Patients
SIMPLE SUMMARY: Human papillomavirus (HPV)-driven head and neck squamous cell carcinomas (HNSCC), regarded as a distinct clinical entity, are characterized by a considerably favourable prognosis after radio(chemo)therapy and a not yet fully understood distinct molecular pathogenesis. We aimed to dev...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9367561/ https://www.ncbi.nlm.nih.gov/pubmed/35954409 http://dx.doi.org/10.3390/cancers14153745 |
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author | Hess, Julia Unger, Kristian Maihoefer, Cornelius Schüttrumpf, Lars Weber, Peter Marschner, Sebastian Wintergerst, Ludmila Pflugradt, Ulrike Baumeister, Philipp Walch, Axel Woischke, Christine Kirchner, Thomas Werner, Martin Sörensen, Kristin Baumann, Michael Tinhofer, Ingeborg Combs, Stephanie E. Debus, Jürgen Schäfer, Henning Krause, Mechthild Linge, Annett von der Grün, Jens Stuschke, Martin Zips, Daniel Canis, Martin Lauber, Kirsten Ganswindt, Ute Henke, Michael Zitzelsberger, Horst Belka, Claus |
author_facet | Hess, Julia Unger, Kristian Maihoefer, Cornelius Schüttrumpf, Lars Weber, Peter Marschner, Sebastian Wintergerst, Ludmila Pflugradt, Ulrike Baumeister, Philipp Walch, Axel Woischke, Christine Kirchner, Thomas Werner, Martin Sörensen, Kristin Baumann, Michael Tinhofer, Ingeborg Combs, Stephanie E. Debus, Jürgen Schäfer, Henning Krause, Mechthild Linge, Annett von der Grün, Jens Stuschke, Martin Zips, Daniel Canis, Martin Lauber, Kirsten Ganswindt, Ute Henke, Michael Zitzelsberger, Horst Belka, Claus |
author_sort | Hess, Julia |
collection | PubMed |
description | SIMPLE SUMMARY: Human papillomavirus (HPV)-driven head and neck squamous cell carcinomas (HNSCC), regarded as a distinct clinical entity, are characterized by a considerably favourable prognosis after radio(chemo)therapy and a not yet fully understood distinct molecular pathogenesis. We aimed to develop a miRNA-signature that identifies HPV-associated HNSCC according to their specific molecular pathogenesis, and to characterise the transcriptome compared to HPV-negative HNSCC. We performed miRNA expression profiling of n = 229 HPV characterized HNSCC specimens of patients treated by adjuvant radio(chemo) therapy. Using lasso-regression, a 24-miRNA signature predicting HPV-status was built in a multicentre cohort and validated in a single-centre cohort. Its combination with p16/HPV DNA status improved clinically relevant risk stratification, allowed the identification of an HPV-associated patient subgroup with impaired overall survival, and might be considered for future clinical decision-making. miRNA-transcriptome integration identified HPV-specific signaling pathways. ABSTRACT: Human papillomavirus (HPV)-driven head and neck squamous cell carcinomas (HNSCC) generally have a more favourable prognosis. We hypothesized that HPV-associated HNSCC may be identified by an miRNA-signature according to their specific molecular pathogenesis, and be characterized by a unique transcriptome compared to HPV-negative HNSCC. We performed miRNA expression profiling of two p16/HPV DNA characterized HNSCC cohorts of patients treated by adjuvant radio(chemo)therapy (multicentre DKTK-ROG n = 128, single-centre LMU-KKG n = 101). A linear model predicting HPV status built in DKTK-ROG using lasso-regression was tested in LMU-KKG. LMU-KKG tumours (n = 30) were transcriptome profiled for differential gene expression and miRNA-integration. A 24-miRNA signature predicted HPV-status with 94.53% accuracy (AUC: 0.99) in DKTK-ROG, and 86.14% (AUC: 0.86) in LMU-KKG. The prognostic values of 24-miRNA- and p16/HPV DNA status were comparable. Combining p16/HPV DNA and 24-miRNA status allowed patient sub-stratification and identification of an HPV-associated patient subgroup with impaired overall survival. HPV-positive tumours showed downregulated MAPK, Estrogen, EGFR, TGFbeta, WNT signaling activity. miRNA-mRNA integration revealed HPV-specific signaling pathway regulation, including PD−L1 expression/PD−1 checkpoint pathway in cancer in HPV-associated HNSCC. Integration of clinically established p16/HPV DNA with 24-miRNA signature status improved clinically relevant risk stratification, which might be considered for future clinical decision-making with respect to treatment de-escalation in HPV-associated HNSCC. |
format | Online Article Text |
id | pubmed-9367561 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-93675612022-08-12 Integration of p16/HPV DNA Status with a 24-miRNA-Defined Molecular Phenotype Improves Clinically Relevant Stratification of Head and Neck Cancer Patients Hess, Julia Unger, Kristian Maihoefer, Cornelius Schüttrumpf, Lars Weber, Peter Marschner, Sebastian Wintergerst, Ludmila Pflugradt, Ulrike Baumeister, Philipp Walch, Axel Woischke, Christine Kirchner, Thomas Werner, Martin Sörensen, Kristin Baumann, Michael Tinhofer, Ingeborg Combs, Stephanie E. Debus, Jürgen Schäfer, Henning Krause, Mechthild Linge, Annett von der Grün, Jens Stuschke, Martin Zips, Daniel Canis, Martin Lauber, Kirsten Ganswindt, Ute Henke, Michael Zitzelsberger, Horst Belka, Claus Cancers (Basel) Article SIMPLE SUMMARY: Human papillomavirus (HPV)-driven head and neck squamous cell carcinomas (HNSCC), regarded as a distinct clinical entity, are characterized by a considerably favourable prognosis after radio(chemo)therapy and a not yet fully understood distinct molecular pathogenesis. We aimed to develop a miRNA-signature that identifies HPV-associated HNSCC according to their specific molecular pathogenesis, and to characterise the transcriptome compared to HPV-negative HNSCC. We performed miRNA expression profiling of n = 229 HPV characterized HNSCC specimens of patients treated by adjuvant radio(chemo) therapy. Using lasso-regression, a 24-miRNA signature predicting HPV-status was built in a multicentre cohort and validated in a single-centre cohort. Its combination with p16/HPV DNA status improved clinically relevant risk stratification, allowed the identification of an HPV-associated patient subgroup with impaired overall survival, and might be considered for future clinical decision-making. miRNA-transcriptome integration identified HPV-specific signaling pathways. ABSTRACT: Human papillomavirus (HPV)-driven head and neck squamous cell carcinomas (HNSCC) generally have a more favourable prognosis. We hypothesized that HPV-associated HNSCC may be identified by an miRNA-signature according to their specific molecular pathogenesis, and be characterized by a unique transcriptome compared to HPV-negative HNSCC. We performed miRNA expression profiling of two p16/HPV DNA characterized HNSCC cohorts of patients treated by adjuvant radio(chemo)therapy (multicentre DKTK-ROG n = 128, single-centre LMU-KKG n = 101). A linear model predicting HPV status built in DKTK-ROG using lasso-regression was tested in LMU-KKG. LMU-KKG tumours (n = 30) were transcriptome profiled for differential gene expression and miRNA-integration. A 24-miRNA signature predicted HPV-status with 94.53% accuracy (AUC: 0.99) in DKTK-ROG, and 86.14% (AUC: 0.86) in LMU-KKG. The prognostic values of 24-miRNA- and p16/HPV DNA status were comparable. Combining p16/HPV DNA and 24-miRNA status allowed patient sub-stratification and identification of an HPV-associated patient subgroup with impaired overall survival. HPV-positive tumours showed downregulated MAPK, Estrogen, EGFR, TGFbeta, WNT signaling activity. miRNA-mRNA integration revealed HPV-specific signaling pathway regulation, including PD−L1 expression/PD−1 checkpoint pathway in cancer in HPV-associated HNSCC. Integration of clinically established p16/HPV DNA with 24-miRNA signature status improved clinically relevant risk stratification, which might be considered for future clinical decision-making with respect to treatment de-escalation in HPV-associated HNSCC. MDPI 2022-07-31 /pmc/articles/PMC9367561/ /pubmed/35954409 http://dx.doi.org/10.3390/cancers14153745 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Hess, Julia Unger, Kristian Maihoefer, Cornelius Schüttrumpf, Lars Weber, Peter Marschner, Sebastian Wintergerst, Ludmila Pflugradt, Ulrike Baumeister, Philipp Walch, Axel Woischke, Christine Kirchner, Thomas Werner, Martin Sörensen, Kristin Baumann, Michael Tinhofer, Ingeborg Combs, Stephanie E. Debus, Jürgen Schäfer, Henning Krause, Mechthild Linge, Annett von der Grün, Jens Stuschke, Martin Zips, Daniel Canis, Martin Lauber, Kirsten Ganswindt, Ute Henke, Michael Zitzelsberger, Horst Belka, Claus Integration of p16/HPV DNA Status with a 24-miRNA-Defined Molecular Phenotype Improves Clinically Relevant Stratification of Head and Neck Cancer Patients |
title | Integration of p16/HPV DNA Status with a 24-miRNA-Defined Molecular Phenotype Improves Clinically Relevant Stratification of Head and Neck Cancer Patients |
title_full | Integration of p16/HPV DNA Status with a 24-miRNA-Defined Molecular Phenotype Improves Clinically Relevant Stratification of Head and Neck Cancer Patients |
title_fullStr | Integration of p16/HPV DNA Status with a 24-miRNA-Defined Molecular Phenotype Improves Clinically Relevant Stratification of Head and Neck Cancer Patients |
title_full_unstemmed | Integration of p16/HPV DNA Status with a 24-miRNA-Defined Molecular Phenotype Improves Clinically Relevant Stratification of Head and Neck Cancer Patients |
title_short | Integration of p16/HPV DNA Status with a 24-miRNA-Defined Molecular Phenotype Improves Clinically Relevant Stratification of Head and Neck Cancer Patients |
title_sort | integration of p16/hpv dna status with a 24-mirna-defined molecular phenotype improves clinically relevant stratification of head and neck cancer patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9367561/ https://www.ncbi.nlm.nih.gov/pubmed/35954409 http://dx.doi.org/10.3390/cancers14153745 |
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