Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
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
_version_ 1785053853126754304
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
work_keys_str_mv AT tahvilianshahram thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT kubanjoshuad thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT yankelevitzdavidf thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT leventondaniel thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT henschkeclaudiai thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT zhujeffrey thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT badenlara thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT yiprowena thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT hirschfredr thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT reedrebecca thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT brownashley thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT muldoonallison thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT trejomichael thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT katchmanbenjamina thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT donovanmichaelj thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT paganopaulc thepresenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT tahvilianshahram presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT kubanjoshuad presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT yankelevitzdavidf presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT leventondaniel presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT henschkeclaudiai presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT zhujeffrey presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT badenlara presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT yiprowena presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT hirschfredr presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT reedrebecca presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT brownashley presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT muldoonallison presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT trejomichael presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT katchmanbenjamina presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT donovanmichaelj presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules
AT paganopaulc presenceofcirculatinggeneticallyabnormalcellsinbloodpredictsriskoflungcancerinindividualswithindeterminatepulmonarynodules