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Clinical Utility of a Plasma Protein Classifier for Indeterminate Lung Nodules

Evaluation of indeterminate pulmonary nodules is a complex challenge. Most are benign but frequently undergo invasive and costly procedures to rule out malignancy. A plasma protein classifier was developed that identifies likely benign nodules that can be triaged to CT surveillance to avoid unnecess...

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Autores principales: Vachani, Anil, Hammoud, Zane, Springmeyer, Steven, Cohen, Neri, Nguyen, Dao, Williamson, Christina, Starnes, Sandra, Hunsucker, Stephen, Law, Scott, Li, Xiao-Jun, Porter, Alexander, Kearney, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4651976/
https://www.ncbi.nlm.nih.gov/pubmed/26376647
http://dx.doi.org/10.1007/s00408-015-9800-0
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author Vachani, Anil
Hammoud, Zane
Springmeyer, Steven
Cohen, Neri
Nguyen, Dao
Williamson, Christina
Starnes, Sandra
Hunsucker, Stephen
Law, Scott
Li, Xiao-Jun
Porter, Alexander
Kearney, Paul
author_facet Vachani, Anil
Hammoud, Zane
Springmeyer, Steven
Cohen, Neri
Nguyen, Dao
Williamson, Christina
Starnes, Sandra
Hunsucker, Stephen
Law, Scott
Li, Xiao-Jun
Porter, Alexander
Kearney, Paul
author_sort Vachani, Anil
collection PubMed
description Evaluation of indeterminate pulmonary nodules is a complex challenge. Most are benign but frequently undergo invasive and costly procedures to rule out malignancy. A plasma protein classifier was developed that identifies likely benign nodules that can be triaged to CT surveillance to avoid unnecessary invasive procedures. The clinical utility of this classifier was assessed in a prospective–retrospective analysis of a study enrolling 475 patients with nodules 8–30 mm in diameter who had an invasive procedure to confirm diagnosis at 12 sites. Using this classifier, 32.0 % (CI 19.5–46.7) of surgeries and 31.8 % (CI 20.9–44.4) of invasive procedures (biopsy and/or surgery) on benign nodules could have been avoided. Patients with malignancy triaged to CT surveillance by the classifier would have been 24.0 % (CI 19.2–29.4). This rate is similar to that described in clinical practices (24.5 % CI 16.2–34.4). This study demonstrates the clinical utility of a non-invasive blood test for pulmonary nodules. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s00408-015-9800-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-46519762015-11-27 Clinical Utility of a Plasma Protein Classifier for Indeterminate Lung Nodules Vachani, Anil Hammoud, Zane Springmeyer, Steven Cohen, Neri Nguyen, Dao Williamson, Christina Starnes, Sandra Hunsucker, Stephen Law, Scott Li, Xiao-Jun Porter, Alexander Kearney, Paul Lung Article Evaluation of indeterminate pulmonary nodules is a complex challenge. Most are benign but frequently undergo invasive and costly procedures to rule out malignancy. A plasma protein classifier was developed that identifies likely benign nodules that can be triaged to CT surveillance to avoid unnecessary invasive procedures. The clinical utility of this classifier was assessed in a prospective–retrospective analysis of a study enrolling 475 patients with nodules 8–30 mm in diameter who had an invasive procedure to confirm diagnosis at 12 sites. Using this classifier, 32.0 % (CI 19.5–46.7) of surgeries and 31.8 % (CI 20.9–44.4) of invasive procedures (biopsy and/or surgery) on benign nodules could have been avoided. Patients with malignancy triaged to CT surveillance by the classifier would have been 24.0 % (CI 19.2–29.4). This rate is similar to that described in clinical practices (24.5 % CI 16.2–34.4). This study demonstrates the clinical utility of a non-invasive blood test for pulmonary nodules. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s00408-015-9800-0) contains supplementary material, which is available to authorized users. Springer US 2015-09-16 2015 /pmc/articles/PMC4651976/ /pubmed/26376647 http://dx.doi.org/10.1007/s00408-015-9800-0 Text en © The Author(s) 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Article
Vachani, Anil
Hammoud, Zane
Springmeyer, Steven
Cohen, Neri
Nguyen, Dao
Williamson, Christina
Starnes, Sandra
Hunsucker, Stephen
Law, Scott
Li, Xiao-Jun
Porter, Alexander
Kearney, Paul
Clinical Utility of a Plasma Protein Classifier for Indeterminate Lung Nodules
title Clinical Utility of a Plasma Protein Classifier for Indeterminate Lung Nodules
title_full Clinical Utility of a Plasma Protein Classifier for Indeterminate Lung Nodules
title_fullStr Clinical Utility of a Plasma Protein Classifier for Indeterminate Lung Nodules
title_full_unstemmed Clinical Utility of a Plasma Protein Classifier for Indeterminate Lung Nodules
title_short Clinical Utility of a Plasma Protein Classifier for Indeterminate Lung Nodules
title_sort clinical utility of a plasma protein classifier for indeterminate lung nodules
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4651976/
https://www.ncbi.nlm.nih.gov/pubmed/26376647
http://dx.doi.org/10.1007/s00408-015-9800-0
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