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Cell-Free DNA Methylation Analysis as a Marker of Malignancy in Pleural Fluid
BACKGROUND: Diagnosis of malignant pleural effusion (MPE) is made by cytological examination of pleural fluid or histological examination of pleural tissue from biopsy. Unfortunately, detection of malignancy using cytology has an overall sensitivity of 50%, and is dependent upon tumor load, volume o...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602127/ https://www.ncbi.nlm.nih.gov/pubmed/37886511 http://dx.doi.org/10.21203/rs.3.rs-3390107/v1 |
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author | Bixby, Billie Vrba, Lukas Lenka, Jyoti Oshiro, Marc Watts, George S. Hughes, Trina. Erickson, Heidi Chopra, Madhav Knepler, James L. Knox, Kenneth S Jarnagin, Lisa Alalawi, Raed Kala, Mrinalini Bernert, Richard Routh, Joshua Roe, Denise J. Garland, Linda L. Futscher, Bernard W. Nelson, Mark A. |
author_facet | Bixby, Billie Vrba, Lukas Lenka, Jyoti Oshiro, Marc Watts, George S. Hughes, Trina. Erickson, Heidi Chopra, Madhav Knepler, James L. Knox, Kenneth S Jarnagin, Lisa Alalawi, Raed Kala, Mrinalini Bernert, Richard Routh, Joshua Roe, Denise J. Garland, Linda L. Futscher, Bernard W. Nelson, Mark A. |
author_sort | Bixby, Billie |
collection | PubMed |
description | BACKGROUND: Diagnosis of malignant pleural effusion (MPE) is made by cytological examination of pleural fluid or histological examination of pleural tissue from biopsy. Unfortunately, detection of malignancy using cytology has an overall sensitivity of 50%, and is dependent upon tumor load, volume of fluid assessed, and cytopathologist experience. The diagnostic yield of pleural fluid cytology is also compromised by low abundance of tumor cells or when morphology is obscured by inflammation or reactive mesothelial cells. A reliable molecular marker that may complement fluid cytology malignant pleural effusion diagnosis is needed. The purpose of this study was to establish a molecular diagnostic approach based on pleural effusion cell-free DNA methylation analysis for the differential diagnosis of malignant pleural effusion and benign pleural effusion. RESULTS: This was a blind, prospective case-control biomarker study. We recruited 104 patients with pleural effusion for the study. We collected pleural fluid from patients with: MPE (n = 48), PPE (n = 28), and benign PE (n = 28), and performed the Sentinel-MPE liquid biopsy assay. The methylation level of Sentinel-MPE was markedly higher in the MPE samples compared to BPE control samples (p < 0.0001) and the same tendency was observed relative to PPE (p = 0.004). We also noted that the methylation signal was significantly higher in PPE relative to BPE (p < 0.001). We also assessed the diagnostic efficiency of the Sentinel-MPE test by performing receiver operating characteristic analysis (ROC). For the ROC analysis we combined the malignant and paramalignant groups (n = 76) and compared against the benign group (n = 28). The detection sensitivity and specificity of the Sentinel-MPE test was high (AUC = 0.912). The Sentinel-MPE appears to have better performance characteristics than cytology analysis. However, combining Sentinel-MPE with cytology analysis could be an even more effective approach for the diagnosis of MPE. CONCLUSIONS: The Sentinel-MPE test can discriminate between BPE and MPE. The Sentinel-MPE liquid biopsy test can detect aberrant DNA in several different tumor types. The Sentinel-MPE test can be a complementary tool to cytology in the diagnosis of MPE. |
format | Online Article Text |
id | pubmed-10602127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-106021272023-10-27 Cell-Free DNA Methylation Analysis as a Marker of Malignancy in Pleural Fluid Bixby, Billie Vrba, Lukas Lenka, Jyoti Oshiro, Marc Watts, George S. Hughes, Trina. Erickson, Heidi Chopra, Madhav Knepler, James L. Knox, Kenneth S Jarnagin, Lisa Alalawi, Raed Kala, Mrinalini Bernert, Richard Routh, Joshua Roe, Denise J. Garland, Linda L. Futscher, Bernard W. Nelson, Mark A. Res Sq Article BACKGROUND: Diagnosis of malignant pleural effusion (MPE) is made by cytological examination of pleural fluid or histological examination of pleural tissue from biopsy. Unfortunately, detection of malignancy using cytology has an overall sensitivity of 50%, and is dependent upon tumor load, volume of fluid assessed, and cytopathologist experience. The diagnostic yield of pleural fluid cytology is also compromised by low abundance of tumor cells or when morphology is obscured by inflammation or reactive mesothelial cells. A reliable molecular marker that may complement fluid cytology malignant pleural effusion diagnosis is needed. The purpose of this study was to establish a molecular diagnostic approach based on pleural effusion cell-free DNA methylation analysis for the differential diagnosis of malignant pleural effusion and benign pleural effusion. RESULTS: This was a blind, prospective case-control biomarker study. We recruited 104 patients with pleural effusion for the study. We collected pleural fluid from patients with: MPE (n = 48), PPE (n = 28), and benign PE (n = 28), and performed the Sentinel-MPE liquid biopsy assay. The methylation level of Sentinel-MPE was markedly higher in the MPE samples compared to BPE control samples (p < 0.0001) and the same tendency was observed relative to PPE (p = 0.004). We also noted that the methylation signal was significantly higher in PPE relative to BPE (p < 0.001). We also assessed the diagnostic efficiency of the Sentinel-MPE test by performing receiver operating characteristic analysis (ROC). For the ROC analysis we combined the malignant and paramalignant groups (n = 76) and compared against the benign group (n = 28). The detection sensitivity and specificity of the Sentinel-MPE test was high (AUC = 0.912). The Sentinel-MPE appears to have better performance characteristics than cytology analysis. However, combining Sentinel-MPE with cytology analysis could be an even more effective approach for the diagnosis of MPE. CONCLUSIONS: The Sentinel-MPE test can discriminate between BPE and MPE. The Sentinel-MPE liquid biopsy test can detect aberrant DNA in several different tumor types. The Sentinel-MPE test can be a complementary tool to cytology in the diagnosis of MPE. American Journal Experts 2023-10-09 /pmc/articles/PMC10602127/ /pubmed/37886511 http://dx.doi.org/10.21203/rs.3.rs-3390107/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Bixby, Billie Vrba, Lukas Lenka, Jyoti Oshiro, Marc Watts, George S. Hughes, Trina. Erickson, Heidi Chopra, Madhav Knepler, James L. Knox, Kenneth S Jarnagin, Lisa Alalawi, Raed Kala, Mrinalini Bernert, Richard Routh, Joshua Roe, Denise J. Garland, Linda L. Futscher, Bernard W. Nelson, Mark A. Cell-Free DNA Methylation Analysis as a Marker of Malignancy in Pleural Fluid |
title | Cell-Free DNA Methylation Analysis as a Marker of Malignancy in Pleural Fluid |
title_full | Cell-Free DNA Methylation Analysis as a Marker of Malignancy in Pleural Fluid |
title_fullStr | Cell-Free DNA Methylation Analysis as a Marker of Malignancy in Pleural Fluid |
title_full_unstemmed | Cell-Free DNA Methylation Analysis as a Marker of Malignancy in Pleural Fluid |
title_short | Cell-Free DNA Methylation Analysis as a Marker of Malignancy in Pleural Fluid |
title_sort | cell-free dna methylation analysis as a marker of malignancy in pleural fluid |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602127/ https://www.ncbi.nlm.nih.gov/pubmed/37886511 http://dx.doi.org/10.21203/rs.3.rs-3390107/v1 |
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