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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
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.
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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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