Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for Cancer Research 2022
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
_version_ 1784778673917788160
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
work_keys_str_mv AT facklermaryjo developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT tulacsuzana developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT venkatesanneesha developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT aslamadamj developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT deguzmantimothyn developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT mercadorodriguezclaudia developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT copelesliem developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT downsbradleym developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT valiabdulhussain developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT dingwanjun developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT lehmanjennifer developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT denbowrita developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT reynoldsjeffrey developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT buckleymorgane developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT visvanathankala developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT umbrichtchristopherb developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT wolffantonioc developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT stearnsvered developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT batesmichael developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT laiedwinw developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer
AT sukumarsaraswati developmentofanautomatedliquidbiopsyassayformethylatedmarkersinadvancedbreastcancer