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Comparative proteomics reveals a diagnostic signature for pulmonary head‐and‐neck cancer metastasis
Patients with head‐and‐neck cancer can develop both lung metastasis and primary lung cancer during the course of their disease. Despite the clinical importance of discrimination, reliable diagnostic biomarkers are still lacking. Here, we have characterised a cohort of squamous cell lung (SQCLC) and...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6127892/ https://www.ncbi.nlm.nih.gov/pubmed/30097507 http://dx.doi.org/10.15252/emmm.201708428 |
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author | Bohnenberger, Hanibal Kaderali, Lars Ströbel, Philipp Yepes, Diego Plessmann, Uwe Dharia, Neekesh V Yao, Sha Heydt, Carina Merkelbach‐Bruse, Sabine Emmert, Alexander Hoffmann, Jonatan Bodemeyer, Julius Reuter‐Jessen, Kirsten Lois, Anna‐Maria Dröge, Leif Hendrik Baumeister, Philipp Walz, Christoph Biggemann, Lorenz Walter, Roland Häupl, Björn Comoglio, Federico Pan, Kuan‐Ting Scheich, Sebastian Lenz, Christof Küffer, Stefan Bremmer, Felix Kitz, Julia Sitte, Maren Beißbarth, Tim Hinterthaner, Marc Sebastian, Martin Lotz, Joachim Schildhaus, Hans‐Ulrich Wolff, Hendrik Danner, Bernhard C Brandts, Christian Büttner, Reinhard Canis, Martin Stegmaier, Kimberly Serve, Hubert Urlaub, Henning Oellerich, Thomas |
author_facet | Bohnenberger, Hanibal Kaderali, Lars Ströbel, Philipp Yepes, Diego Plessmann, Uwe Dharia, Neekesh V Yao, Sha Heydt, Carina Merkelbach‐Bruse, Sabine Emmert, Alexander Hoffmann, Jonatan Bodemeyer, Julius Reuter‐Jessen, Kirsten Lois, Anna‐Maria Dröge, Leif Hendrik Baumeister, Philipp Walz, Christoph Biggemann, Lorenz Walter, Roland Häupl, Björn Comoglio, Federico Pan, Kuan‐Ting Scheich, Sebastian Lenz, Christof Küffer, Stefan Bremmer, Felix Kitz, Julia Sitte, Maren Beißbarth, Tim Hinterthaner, Marc Sebastian, Martin Lotz, Joachim Schildhaus, Hans‐Ulrich Wolff, Hendrik Danner, Bernhard C Brandts, Christian Büttner, Reinhard Canis, Martin Stegmaier, Kimberly Serve, Hubert Urlaub, Henning Oellerich, Thomas |
author_sort | Bohnenberger, Hanibal |
collection | PubMed |
description | Patients with head‐and‐neck cancer can develop both lung metastasis and primary lung cancer during the course of their disease. Despite the clinical importance of discrimination, reliable diagnostic biomarkers are still lacking. Here, we have characterised a cohort of squamous cell lung (SQCLC) and head‐and‐neck (HNSCC) carcinomas by quantitative proteomics. In a training cohort, we quantified 4,957 proteins in 44 SQCLC and 30 HNSCC tumours. A total of 518 proteins were found to be differentially expressed between SQCLC and HNSCC, and some of these were identified as genetic dependencies in either of the two tumour types. Using supervised machine learning, we inferred a proteomic signature for the classification of squamous cell carcinomas as either SQCLC or HNSCC, with diagnostic accuracies of 90.5% and 86.8% in cross‐ and independent validations, respectively. Furthermore, application of this signature to a cohort of pulmonary squamous cell carcinomas of unknown origin leads to a significant prognostic separation. This study not only provides a diagnostic proteomic signature for classification of secondary lung tumours in HNSCC patients, but also represents a proteomic resource for HNSCC and SQCLC. |
format | Online Article Text |
id | pubmed-6127892 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-61278922018-09-10 Comparative proteomics reveals a diagnostic signature for pulmonary head‐and‐neck cancer metastasis Bohnenberger, Hanibal Kaderali, Lars Ströbel, Philipp Yepes, Diego Plessmann, Uwe Dharia, Neekesh V Yao, Sha Heydt, Carina Merkelbach‐Bruse, Sabine Emmert, Alexander Hoffmann, Jonatan Bodemeyer, Julius Reuter‐Jessen, Kirsten Lois, Anna‐Maria Dröge, Leif Hendrik Baumeister, Philipp Walz, Christoph Biggemann, Lorenz Walter, Roland Häupl, Björn Comoglio, Federico Pan, Kuan‐Ting Scheich, Sebastian Lenz, Christof Küffer, Stefan Bremmer, Felix Kitz, Julia Sitte, Maren Beißbarth, Tim Hinterthaner, Marc Sebastian, Martin Lotz, Joachim Schildhaus, Hans‐Ulrich Wolff, Hendrik Danner, Bernhard C Brandts, Christian Büttner, Reinhard Canis, Martin Stegmaier, Kimberly Serve, Hubert Urlaub, Henning Oellerich, Thomas EMBO Mol Med Research Articles Patients with head‐and‐neck cancer can develop both lung metastasis and primary lung cancer during the course of their disease. Despite the clinical importance of discrimination, reliable diagnostic biomarkers are still lacking. Here, we have characterised a cohort of squamous cell lung (SQCLC) and head‐and‐neck (HNSCC) carcinomas by quantitative proteomics. In a training cohort, we quantified 4,957 proteins in 44 SQCLC and 30 HNSCC tumours. A total of 518 proteins were found to be differentially expressed between SQCLC and HNSCC, and some of these were identified as genetic dependencies in either of the two tumour types. Using supervised machine learning, we inferred a proteomic signature for the classification of squamous cell carcinomas as either SQCLC or HNSCC, with diagnostic accuracies of 90.5% and 86.8% in cross‐ and independent validations, respectively. Furthermore, application of this signature to a cohort of pulmonary squamous cell carcinomas of unknown origin leads to a significant prognostic separation. This study not only provides a diagnostic proteomic signature for classification of secondary lung tumours in HNSCC patients, but also represents a proteomic resource for HNSCC and SQCLC. John Wiley and Sons Inc. 2018-08-10 2018-09 /pmc/articles/PMC6127892/ /pubmed/30097507 http://dx.doi.org/10.15252/emmm.201708428 Text en © 2018 The Authors. Published under the terms of the CC BY 4.0 license This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Bohnenberger, Hanibal Kaderali, Lars Ströbel, Philipp Yepes, Diego Plessmann, Uwe Dharia, Neekesh V Yao, Sha Heydt, Carina Merkelbach‐Bruse, Sabine Emmert, Alexander Hoffmann, Jonatan Bodemeyer, Julius Reuter‐Jessen, Kirsten Lois, Anna‐Maria Dröge, Leif Hendrik Baumeister, Philipp Walz, Christoph Biggemann, Lorenz Walter, Roland Häupl, Björn Comoglio, Federico Pan, Kuan‐Ting Scheich, Sebastian Lenz, Christof Küffer, Stefan Bremmer, Felix Kitz, Julia Sitte, Maren Beißbarth, Tim Hinterthaner, Marc Sebastian, Martin Lotz, Joachim Schildhaus, Hans‐Ulrich Wolff, Hendrik Danner, Bernhard C Brandts, Christian Büttner, Reinhard Canis, Martin Stegmaier, Kimberly Serve, Hubert Urlaub, Henning Oellerich, Thomas Comparative proteomics reveals a diagnostic signature for pulmonary head‐and‐neck cancer metastasis |
title | Comparative proteomics reveals a diagnostic signature for pulmonary head‐and‐neck cancer metastasis |
title_full | Comparative proteomics reveals a diagnostic signature for pulmonary head‐and‐neck cancer metastasis |
title_fullStr | Comparative proteomics reveals a diagnostic signature for pulmonary head‐and‐neck cancer metastasis |
title_full_unstemmed | Comparative proteomics reveals a diagnostic signature for pulmonary head‐and‐neck cancer metastasis |
title_short | Comparative proteomics reveals a diagnostic signature for pulmonary head‐and‐neck cancer metastasis |
title_sort | comparative proteomics reveals a diagnostic signature for pulmonary head‐and‐neck cancer metastasis |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6127892/ https://www.ncbi.nlm.nih.gov/pubmed/30097507 http://dx.doi.org/10.15252/emmm.201708428 |
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