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Development of an Automated Liquid Biopsy Assay for Methylated Markers in Advanced Breast Cancer
Current molecular liquid biopsy assays to detect recurrence or monitor response to treatment require sophisticated technology, highly trained personnel, and a turnaround time of weeks. We describe the development and technical validation of an automated Liquid Biopsy for Breast Cancer Methylation (L...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9426415/ https://www.ncbi.nlm.nih.gov/pubmed/36046124 http://dx.doi.org/10.1158/2767-9764.CRC-22-0133 |
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author | Fackler, Mary Jo Tulac, Suzana Venkatesan, Neesha Aslam, Adam J. de Guzman, Timothy N. Mercado-Rodriguez, Claudia Cope, Leslie M. Downs, Bradley M. Vali, Abdul Hussain Ding, Wanjun Lehman, Jennifer Denbow, Rita Reynolds, Jeffrey Buckley, Morgan E. Visvanathan, Kala Umbricht, Christopher B. Wolff, Antonio C. Stearns, Vered Bates, Michael Lai, Edwin W. Sukumar, Saraswati |
author_facet | Fackler, Mary Jo Tulac, Suzana Venkatesan, Neesha Aslam, Adam J. de Guzman, Timothy N. Mercado-Rodriguez, Claudia Cope, Leslie M. Downs, Bradley M. Vali, Abdul Hussain Ding, Wanjun Lehman, Jennifer Denbow, Rita Reynolds, Jeffrey Buckley, Morgan E. Visvanathan, Kala Umbricht, Christopher B. Wolff, Antonio C. Stearns, Vered Bates, Michael Lai, Edwin W. Sukumar, Saraswati |
author_sort | Fackler, Mary Jo |
collection | PubMed |
description | Current molecular liquid biopsy assays to detect recurrence or monitor response to treatment require sophisticated technology, highly trained personnel, and a turnaround time of weeks. We describe the development and technical validation of an automated Liquid Biopsy for Breast Cancer Methylation (LBx-BCM) prototype, a DNA methylation detection cartridge assay that is simple to perform and quantitatively detects nine methylated markers within 4.5 hours. LBx-BCM demonstrated high interassay reproducibility when analyzing exogenous methylated DNA (75–300 DNA copies) spiked into plasma (coefficient of variation, CV = 7.1%–10.9%) and serum (CV = 19.1%–36.1%). It also demonstrated high interuser reproducibility (Spearman r = 0.887, P < 0.0001) when samples of metastatic breast cancer (MBC, N = 11) and normal control (N = 4) were evaluated independently by two users. Analyses of interplatform reproducibility indicated very high concordance between LBx-BCM and the reference assay, cMethDNA, among 66 paired plasma samples [MBC N = 40, controls N = 26; Spearman r = 0.891; 95% confidence interval (CI) = 0.825–0.933, P < 0.0001]. LBx-BCM achieved a ROC AUC = 0.909 (95% CI = 0.836–0.982), 83% sensitivity and 92% specificity; cMethDNA achieved a ROC AUC = 0.896 (95% CI = 0.817–0.974), 83% sensitivity and 92% specificity in test set samples. The automated LBx-BCM cartridge prototype is fast, with performance levels equivalent to the highly sensitive, manual cMethDNA method. Future prospective clinical studies will evaluate LBx-BCM detection sensitivity and its ability to monitor therapeutic response during treatment for advanced breast cancer. SIGNIFICANCE: We technically validated an automated, cartridge-based, liquid biopsy prototype assay, to quantitatively measure breast cancer methylation in serum or plasma of patients with MBC, that demonstrated high sensitivity and specificity. |
format | Online Article Text |
id | pubmed-9426415 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-94264152022-08-30 Development of an Automated Liquid Biopsy Assay for Methylated Markers in Advanced Breast Cancer Fackler, Mary Jo Tulac, Suzana Venkatesan, Neesha Aslam, Adam J. de Guzman, Timothy N. Mercado-Rodriguez, Claudia Cope, Leslie M. Downs, Bradley M. Vali, Abdul Hussain Ding, Wanjun Lehman, Jennifer Denbow, Rita Reynolds, Jeffrey Buckley, Morgan E. Visvanathan, Kala Umbricht, Christopher B. Wolff, Antonio C. Stearns, Vered Bates, Michael Lai, Edwin W. Sukumar, Saraswati Cancer Res Commun Research Article Current molecular liquid biopsy assays to detect recurrence or monitor response to treatment require sophisticated technology, highly trained personnel, and a turnaround time of weeks. We describe the development and technical validation of an automated Liquid Biopsy for Breast Cancer Methylation (LBx-BCM) prototype, a DNA methylation detection cartridge assay that is simple to perform and quantitatively detects nine methylated markers within 4.5 hours. LBx-BCM demonstrated high interassay reproducibility when analyzing exogenous methylated DNA (75–300 DNA copies) spiked into plasma (coefficient of variation, CV = 7.1%–10.9%) and serum (CV = 19.1%–36.1%). It also demonstrated high interuser reproducibility (Spearman r = 0.887, P < 0.0001) when samples of metastatic breast cancer (MBC, N = 11) and normal control (N = 4) were evaluated independently by two users. Analyses of interplatform reproducibility indicated very high concordance between LBx-BCM and the reference assay, cMethDNA, among 66 paired plasma samples [MBC N = 40, controls N = 26; Spearman r = 0.891; 95% confidence interval (CI) = 0.825–0.933, P < 0.0001]. LBx-BCM achieved a ROC AUC = 0.909 (95% CI = 0.836–0.982), 83% sensitivity and 92% specificity; cMethDNA achieved a ROC AUC = 0.896 (95% CI = 0.817–0.974), 83% sensitivity and 92% specificity in test set samples. The automated LBx-BCM cartridge prototype is fast, with performance levels equivalent to the highly sensitive, manual cMethDNA method. Future prospective clinical studies will evaluate LBx-BCM detection sensitivity and its ability to monitor therapeutic response during treatment for advanced breast cancer. SIGNIFICANCE: We technically validated an automated, cartridge-based, liquid biopsy prototype assay, to quantitatively measure breast cancer methylation in serum or plasma of patients with MBC, that demonstrated high sensitivity and specificity. American Association for Cancer Research 2022-06-01 /pmc/articles/PMC9426415/ /pubmed/36046124 http://dx.doi.org/10.1158/2767-9764.CRC-22-0133 Text en © 2022 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by/4.0/This open access article is distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. |
spellingShingle | Research Article Fackler, Mary Jo Tulac, Suzana Venkatesan, Neesha Aslam, Adam J. de Guzman, Timothy N. Mercado-Rodriguez, Claudia Cope, Leslie M. Downs, Bradley M. Vali, Abdul Hussain Ding, Wanjun Lehman, Jennifer Denbow, Rita Reynolds, Jeffrey Buckley, Morgan E. Visvanathan, Kala Umbricht, Christopher B. Wolff, Antonio C. Stearns, Vered Bates, Michael Lai, Edwin W. Sukumar, Saraswati Development of an Automated Liquid Biopsy Assay for Methylated Markers in Advanced Breast Cancer |
title | Development of an Automated Liquid Biopsy Assay for Methylated Markers in Advanced Breast Cancer |
title_full | Development of an Automated Liquid Biopsy Assay for Methylated Markers in Advanced Breast Cancer |
title_fullStr | Development of an Automated Liquid Biopsy Assay for Methylated Markers in Advanced Breast Cancer |
title_full_unstemmed | Development of an Automated Liquid Biopsy Assay for Methylated Markers in Advanced Breast Cancer |
title_short | Development of an Automated Liquid Biopsy Assay for Methylated Markers in Advanced Breast Cancer |
title_sort | development of an automated liquid biopsy assay for methylated markers in advanced breast cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9426415/ https://www.ncbi.nlm.nih.gov/pubmed/36046124 http://dx.doi.org/10.1158/2767-9764.CRC-22-0133 |
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