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Exosomal proteins as potential diagnostic markers in advanced non-small cell lung carcinoma

BACKGROUND: Lung cancer is one of the leading causes of cancer-related death. At the time of diagnosis, more than half of the patients will have disseminated disease and, yet, diagnosing can be challenging. New methods are desired to improve the diagnostic work-up. Exosomes are cell-derived vesicles...

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Autores principales: Jakobsen, Kristine R., Paulsen, Birgitte S., Bæk, Rikke, Varming, Kim, Sorensen, Boe S., Jørgensen, Malene M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Co-Action Publishing 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4348413/
https://www.ncbi.nlm.nih.gov/pubmed/25735706
http://dx.doi.org/10.3402/jev.v4.26659
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author Jakobsen, Kristine R.
Paulsen, Birgitte S.
Bæk, Rikke
Varming, Kim
Sorensen, Boe S.
Jørgensen, Malene M.
author_facet Jakobsen, Kristine R.
Paulsen, Birgitte S.
Bæk, Rikke
Varming, Kim
Sorensen, Boe S.
Jørgensen, Malene M.
author_sort Jakobsen, Kristine R.
collection PubMed
description BACKGROUND: Lung cancer is one of the leading causes of cancer-related death. At the time of diagnosis, more than half of the patients will have disseminated disease and, yet, diagnosing can be challenging. New methods are desired to improve the diagnostic work-up. Exosomes are cell-derived vesicles displaying various proteins on their membrane surfaces. In addition, they are readily available in blood samples where they constitute potential biomarkers of human diseases, such as cancer. Here, we examine the potential of distinguishing non-small cell lung carcinoma (NSCLC) patients from control subjects based on the differential display of exosomal protein markers. METHODS: Plasma was isolated from 109 NSCLC patients with advanced stage (IIIa–IV) disease and 110 matched control subjects initially suspected of having cancer, but diagnosed to be cancer free. The Extracellular Vesicle Array (EV Array) was used to phenotype exosomes directly from the plasma samples. The array contained 37 antibodies targeting lung cancer-related proteins and was used to capture exosomes, which were visualised with a cocktail of biotin-conjugated CD9, CD63 and CD81 antibodies. RESULTS: The EV Array analysis was capable of detecting and phenotyping exosomes in all samples from only 10 µL of unpurified plasma. Multivariate analysis using the Random Forests method produced a combined 30-marker model separating the two patient groups with an area under the curve of 0.83, CI: 0.77–0.90. The 30-marker model has a sensitivity of 0.75 and a specificity of 0.76, and it classifies patients with 75.3% accuracy. CONCLUSION: The EV Array technique is a simple, minimal-invasive tool with potential to identify lung cancer patients.
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spelling pubmed-43484132015-03-13 Exosomal proteins as potential diagnostic markers in advanced non-small cell lung carcinoma Jakobsen, Kristine R. Paulsen, Birgitte S. Bæk, Rikke Varming, Kim Sorensen, Boe S. Jørgensen, Malene M. J Extracell Vesicles Original Research Article BACKGROUND: Lung cancer is one of the leading causes of cancer-related death. At the time of diagnosis, more than half of the patients will have disseminated disease and, yet, diagnosing can be challenging. New methods are desired to improve the diagnostic work-up. Exosomes are cell-derived vesicles displaying various proteins on their membrane surfaces. In addition, they are readily available in blood samples where they constitute potential biomarkers of human diseases, such as cancer. Here, we examine the potential of distinguishing non-small cell lung carcinoma (NSCLC) patients from control subjects based on the differential display of exosomal protein markers. METHODS: Plasma was isolated from 109 NSCLC patients with advanced stage (IIIa–IV) disease and 110 matched control subjects initially suspected of having cancer, but diagnosed to be cancer free. The Extracellular Vesicle Array (EV Array) was used to phenotype exosomes directly from the plasma samples. The array contained 37 antibodies targeting lung cancer-related proteins and was used to capture exosomes, which were visualised with a cocktail of biotin-conjugated CD9, CD63 and CD81 antibodies. RESULTS: The EV Array analysis was capable of detecting and phenotyping exosomes in all samples from only 10 µL of unpurified plasma. Multivariate analysis using the Random Forests method produced a combined 30-marker model separating the two patient groups with an area under the curve of 0.83, CI: 0.77–0.90. The 30-marker model has a sensitivity of 0.75 and a specificity of 0.76, and it classifies patients with 75.3% accuracy. CONCLUSION: The EV Array technique is a simple, minimal-invasive tool with potential to identify lung cancer patients. Co-Action Publishing 2015-03-02 /pmc/articles/PMC4348413/ /pubmed/25735706 http://dx.doi.org/10.3402/jev.v4.26659 Text en © 2015 Kristine R. Jakobsen et al. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License, permitting all non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Research Article
Jakobsen, Kristine R.
Paulsen, Birgitte S.
Bæk, Rikke
Varming, Kim
Sorensen, Boe S.
Jørgensen, Malene M.
Exosomal proteins as potential diagnostic markers in advanced non-small cell lung carcinoma
title Exosomal proteins as potential diagnostic markers in advanced non-small cell lung carcinoma
title_full Exosomal proteins as potential diagnostic markers in advanced non-small cell lung carcinoma
title_fullStr Exosomal proteins as potential diagnostic markers in advanced non-small cell lung carcinoma
title_full_unstemmed Exosomal proteins as potential diagnostic markers in advanced non-small cell lung carcinoma
title_short Exosomal proteins as potential diagnostic markers in advanced non-small cell lung carcinoma
title_sort exosomal proteins as potential diagnostic markers in advanced non-small cell lung carcinoma
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4348413/
https://www.ncbi.nlm.nih.gov/pubmed/25735706
http://dx.doi.org/10.3402/jev.v4.26659
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