Cargando…

A Multiplexed Cytokeratin Analysis Using Targeted Mass Spectrometry Reveals Specific Profiles in Cancer-Related Pleural Effusions()()

Pleural effusion (PE), excess fluid in the pleural space, is often observed in lung cancer patients and also forms due to many benign ailments. Classifying it quickly is critical, but this remains an analytical challenge often lengthening the diagnosis process or exposing patients to unnecessary ris...

Descripción completa

Detalles Bibliográficos
Autores principales: Domanski, Dominik, Perzanowska, Anna, Kistowski, Michal, Wojtas, Grzegorz, Michalak, Agata, Krasowski, Grzegorz, Dadlez, Michal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Neoplasia Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4954941/
https://www.ncbi.nlm.nih.gov/pubmed/27435923
http://dx.doi.org/10.1016/j.neo.2016.06.002
_version_ 1782443861594865664
author Domanski, Dominik
Perzanowska, Anna
Kistowski, Michal
Wojtas, Grzegorz
Michalak, Agata
Krasowski, Grzegorz
Dadlez, Michal
author_facet Domanski, Dominik
Perzanowska, Anna
Kistowski, Michal
Wojtas, Grzegorz
Michalak, Agata
Krasowski, Grzegorz
Dadlez, Michal
author_sort Domanski, Dominik
collection PubMed
description Pleural effusion (PE), excess fluid in the pleural space, is often observed in lung cancer patients and also forms due to many benign ailments. Classifying it quickly is critical, but this remains an analytical challenge often lengthening the diagnosis process or exposing patients to unnecessary risky invasive procedures. We tested the analysis of PE using a multiplexed cytokeratin (CK) panel with targeted mass spectrometry–based quantitation for its rapid classification. CK markers are often assessed in pathological examinations for cancer diagnosis and guiding treatment course. We developed methods to simultaneously quantify 33 CKs in PE using peptide standards for increased analytical specificity and a simple CK enrichment method to detect their low amounts. Analyzing 121 PEs associated with a variety of lung cancers and noncancerous causes, we show that abundance levels of 10 CKs can be related to PE etiology. CK-6, CK-7, CK-8, CK-18, and CK-19 were found at significantly higher levels in cancer-related PEs. Additionally, elevated levels of vimentin and actin differentiated PEs associated with bacterial infections. A classifier algorithm effectively grouped PEs into cancer-related or benign PEs with 81% sensitivity and 79% specificity. A set of undiagnosed PEs showed that our method has potential to shorten PE diagnosis time. For the first time, we show that a cancer-relevant panel of simple-epithelial CK markers currently used in clinical assessment can also be quantitated in PEs. Additionally, while requiring less invasive sampling, our methodology demonstrated a significant ability to identify cancer-related PEs in clinical samples and thus could improve patient care in the future.
format Online
Article
Text
id pubmed-4954941
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Neoplasia Press
record_format MEDLINE/PubMed
spelling pubmed-49549412016-08-01 A Multiplexed Cytokeratin Analysis Using Targeted Mass Spectrometry Reveals Specific Profiles in Cancer-Related Pleural Effusions()() Domanski, Dominik Perzanowska, Anna Kistowski, Michal Wojtas, Grzegorz Michalak, Agata Krasowski, Grzegorz Dadlez, Michal Neoplasia Original article Pleural effusion (PE), excess fluid in the pleural space, is often observed in lung cancer patients and also forms due to many benign ailments. Classifying it quickly is critical, but this remains an analytical challenge often lengthening the diagnosis process or exposing patients to unnecessary risky invasive procedures. We tested the analysis of PE using a multiplexed cytokeratin (CK) panel with targeted mass spectrometry–based quantitation for its rapid classification. CK markers are often assessed in pathological examinations for cancer diagnosis and guiding treatment course. We developed methods to simultaneously quantify 33 CKs in PE using peptide standards for increased analytical specificity and a simple CK enrichment method to detect their low amounts. Analyzing 121 PEs associated with a variety of lung cancers and noncancerous causes, we show that abundance levels of 10 CKs can be related to PE etiology. CK-6, CK-7, CK-8, CK-18, and CK-19 were found at significantly higher levels in cancer-related PEs. Additionally, elevated levels of vimentin and actin differentiated PEs associated with bacterial infections. A classifier algorithm effectively grouped PEs into cancer-related or benign PEs with 81% sensitivity and 79% specificity. A set of undiagnosed PEs showed that our method has potential to shorten PE diagnosis time. For the first time, we show that a cancer-relevant panel of simple-epithelial CK markers currently used in clinical assessment can also be quantitated in PEs. Additionally, while requiring less invasive sampling, our methodology demonstrated a significant ability to identify cancer-related PEs in clinical samples and thus could improve patient care in the future. Neoplasia Press 2016-06-25 /pmc/articles/PMC4954941/ /pubmed/27435923 http://dx.doi.org/10.1016/j.neo.2016.06.002 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original article
Domanski, Dominik
Perzanowska, Anna
Kistowski, Michal
Wojtas, Grzegorz
Michalak, Agata
Krasowski, Grzegorz
Dadlez, Michal
A Multiplexed Cytokeratin Analysis Using Targeted Mass Spectrometry Reveals Specific Profiles in Cancer-Related Pleural Effusions()()
title A Multiplexed Cytokeratin Analysis Using Targeted Mass Spectrometry Reveals Specific Profiles in Cancer-Related Pleural Effusions()()
title_full A Multiplexed Cytokeratin Analysis Using Targeted Mass Spectrometry Reveals Specific Profiles in Cancer-Related Pleural Effusions()()
title_fullStr A Multiplexed Cytokeratin Analysis Using Targeted Mass Spectrometry Reveals Specific Profiles in Cancer-Related Pleural Effusions()()
title_full_unstemmed A Multiplexed Cytokeratin Analysis Using Targeted Mass Spectrometry Reveals Specific Profiles in Cancer-Related Pleural Effusions()()
title_short A Multiplexed Cytokeratin Analysis Using Targeted Mass Spectrometry Reveals Specific Profiles in Cancer-Related Pleural Effusions()()
title_sort multiplexed cytokeratin analysis using targeted mass spectrometry reveals specific profiles in cancer-related pleural effusions()()
topic Original article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4954941/
https://www.ncbi.nlm.nih.gov/pubmed/27435923
http://dx.doi.org/10.1016/j.neo.2016.06.002
work_keys_str_mv AT domanskidominik amultiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT perzanowskaanna amultiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT kistowskimichal amultiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT wojtasgrzegorz amultiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT michalakagata amultiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT krasowskigrzegorz amultiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT dadlezmichal amultiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT domanskidominik multiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT perzanowskaanna multiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT kistowskimichal multiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT wojtasgrzegorz multiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT michalakagata multiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT krasowskigrzegorz multiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions
AT dadlezmichal multiplexedcytokeratinanalysisusingtargetedmassspectrometryrevealsspecificprofilesincancerrelatedpleuraleffusions