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The presence of circulating genetically abnormal cells in blood predicts risk of lung cancer in individuals with indeterminate pulmonary nodules
PURPOSE: Computed tomography is the standard method by which pulmonary nodules are detected. Greater than 40% of pulmonary biopsies are not lung cancer and therefore not necessary, suggesting that improved diagnostic tools are needed. The LungLB™ blood test was developed to aid the clinical assessme...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10240808/ https://www.ncbi.nlm.nih.gov/pubmed/37277788 http://dx.doi.org/10.1186/s12890-023-02433-4 |
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author | Tahvilian, Shahram Kuban, Joshua D. Yankelevitz, David F. Leventon, Daniel Henschke, Claudia I. Zhu, Jeffrey Baden, Lara Yip, Rowena Hirsch, Fred R. Reed, Rebecca Brown, Ashley Muldoon, Allison Trejo, Michael Katchman, Benjamin A. Donovan, Michael J. Pagano, Paul C. |
author_facet | Tahvilian, Shahram Kuban, Joshua D. Yankelevitz, David F. Leventon, Daniel Henschke, Claudia I. Zhu, Jeffrey Baden, Lara Yip, Rowena Hirsch, Fred R. Reed, Rebecca Brown, Ashley Muldoon, Allison Trejo, Michael Katchman, Benjamin A. Donovan, Michael J. Pagano, Paul C. |
author_sort | Tahvilian, Shahram |
collection | PubMed |
description | PURPOSE: Computed tomography is the standard method by which pulmonary nodules are detected. Greater than 40% of pulmonary biopsies are not lung cancer and therefore not necessary, suggesting that improved diagnostic tools are needed. The LungLB™ blood test was developed to aid the clinical assessment of indeterminate nodules suspicious for lung cancer. LungLB™ identifies circulating genetically abnormal cells (CGACs) that are present early in lung cancer pathogenesis. METHODS: LungLB™ is a 4-color fluorescence in-situ hybridization assay for detecting CGACs from peripheral blood. A prospective correlational study was performed on 151 participants scheduled for a pulmonary nodule biopsy. Mann-Whitney, Fisher’s Exact and Chi-Square tests were used to assess participant demographics and correlation of LungLB™ with biopsy results, and sensitivity and specificity were also evaluated. RESULTS: Participants from Mount Sinai Hospital (n = 83) and MD Anderson (n = 68), scheduled for a pulmonary biopsy were enrolled to have a LungLB™ test. Additional clinical variables including smoking history, previous cancer, lesion size, and nodule appearance were also collected. LungLB™ achieved 77% sensitivity and 72% specificity with an AUC of 0.78 for predicting lung cancer in the associated needle biopsy. Multivariate analysis found that clinical and radiological factors commonly used in malignancy prediction models did not impact the test performance. High test performance was observed across all participant characteristics, including clinical categories where other tests perform poorly (Mayo Clinic Model, AUC = 0.52). CONCLUSION: Early clinical performance of the LungLB™ test supports a role in the discrimination of benign from malignant pulmonary nodules. Extended studies are underway. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12890-023-02433-4. |
format | Online Article Text |
id | pubmed-10240808 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102408082023-06-06 The presence of circulating genetically abnormal cells in blood predicts risk of lung cancer in individuals with indeterminate pulmonary nodules Tahvilian, Shahram Kuban, Joshua D. Yankelevitz, David F. Leventon, Daniel Henschke, Claudia I. Zhu, Jeffrey Baden, Lara Yip, Rowena Hirsch, Fred R. Reed, Rebecca Brown, Ashley Muldoon, Allison Trejo, Michael Katchman, Benjamin A. Donovan, Michael J. Pagano, Paul C. BMC Pulm Med Research PURPOSE: Computed tomography is the standard method by which pulmonary nodules are detected. Greater than 40% of pulmonary biopsies are not lung cancer and therefore not necessary, suggesting that improved diagnostic tools are needed. The LungLB™ blood test was developed to aid the clinical assessment of indeterminate nodules suspicious for lung cancer. LungLB™ identifies circulating genetically abnormal cells (CGACs) that are present early in lung cancer pathogenesis. METHODS: LungLB™ is a 4-color fluorescence in-situ hybridization assay for detecting CGACs from peripheral blood. A prospective correlational study was performed on 151 participants scheduled for a pulmonary nodule biopsy. Mann-Whitney, Fisher’s Exact and Chi-Square tests were used to assess participant demographics and correlation of LungLB™ with biopsy results, and sensitivity and specificity were also evaluated. RESULTS: Participants from Mount Sinai Hospital (n = 83) and MD Anderson (n = 68), scheduled for a pulmonary biopsy were enrolled to have a LungLB™ test. Additional clinical variables including smoking history, previous cancer, lesion size, and nodule appearance were also collected. LungLB™ achieved 77% sensitivity and 72% specificity with an AUC of 0.78 for predicting lung cancer in the associated needle biopsy. Multivariate analysis found that clinical and radiological factors commonly used in malignancy prediction models did not impact the test performance. High test performance was observed across all participant characteristics, including clinical categories where other tests perform poorly (Mayo Clinic Model, AUC = 0.52). CONCLUSION: Early clinical performance of the LungLB™ test supports a role in the discrimination of benign from malignant pulmonary nodules. Extended studies are underway. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12890-023-02433-4. BioMed Central 2023-06-05 /pmc/articles/PMC10240808/ /pubmed/37277788 http://dx.doi.org/10.1186/s12890-023-02433-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Tahvilian, Shahram Kuban, Joshua D. Yankelevitz, David F. Leventon, Daniel Henschke, Claudia I. Zhu, Jeffrey Baden, Lara Yip, Rowena Hirsch, Fred R. Reed, Rebecca Brown, Ashley Muldoon, Allison Trejo, Michael Katchman, Benjamin A. Donovan, Michael J. Pagano, Paul C. The presence of circulating genetically abnormal cells in blood predicts risk of lung cancer in individuals with indeterminate pulmonary nodules |
title | The presence of circulating genetically abnormal cells in blood predicts risk of lung cancer in individuals with indeterminate pulmonary nodules |
title_full | The presence of circulating genetically abnormal cells in blood predicts risk of lung cancer in individuals with indeterminate pulmonary nodules |
title_fullStr | The presence of circulating genetically abnormal cells in blood predicts risk of lung cancer in individuals with indeterminate pulmonary nodules |
title_full_unstemmed | The presence of circulating genetically abnormal cells in blood predicts risk of lung cancer in individuals with indeterminate pulmonary nodules |
title_short | The presence of circulating genetically abnormal cells in blood predicts risk of lung cancer in individuals with indeterminate pulmonary nodules |
title_sort | presence of circulating genetically abnormal cells in blood predicts risk of lung cancer in individuals with indeterminate pulmonary nodules |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10240808/ https://www.ncbi.nlm.nih.gov/pubmed/37277788 http://dx.doi.org/10.1186/s12890-023-02433-4 |
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