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Multiplex accurate sensitive quantitation (MASQ) with application to minimal residual disease in acute myeloid leukemia
Measuring minimal residual disease in cancer has applications for prognosis, monitoring treatment and detection of recurrence. Simple sequence-based methods to detect nucleotide substitution variants have error rates (about 10(−3)) that limit sensitive detection. We developed and characterized the p...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7144909/ https://www.ncbi.nlm.nih.gov/pubmed/32083660 http://dx.doi.org/10.1093/nar/gkaa090 |
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author | Moffitt, Andrea B Spector, Mona S Andrews, Peter Kendall, Jude Alexander, Joan Stepansky, Asya Ma, BeiCong Kolitz, Jonathan Chiorazzi, Nicholas Allen, Steven L Krasnitz, Alex Wigler, Michael Levy, Dan Wang, Zihua |
author_facet | Moffitt, Andrea B Spector, Mona S Andrews, Peter Kendall, Jude Alexander, Joan Stepansky, Asya Ma, BeiCong Kolitz, Jonathan Chiorazzi, Nicholas Allen, Steven L Krasnitz, Alex Wigler, Michael Levy, Dan Wang, Zihua |
author_sort | Moffitt, Andrea B |
collection | PubMed |
description | Measuring minimal residual disease in cancer has applications for prognosis, monitoring treatment and detection of recurrence. Simple sequence-based methods to detect nucleotide substitution variants have error rates (about 10(−3)) that limit sensitive detection. We developed and characterized the performance of MASQ (multiplex accurate sensitive quantitation), a method with an error rate below 10(−6). MASQ counts variant templates accurately in the presence of millions of host genomes by using tags to identify each template and demanding consensus over multiple reads. Since the MASQ protocol multiplexes 50 target loci, we can both integrate signal from multiple variants and capture subclonal response to treatment. Compared to existing methods for variant detection, MASQ achieves an excellent combination of sensitivity, specificity and yield. We tested MASQ in a pilot study in acute myeloid leukemia (AML) patients who entered complete remission. We detect leukemic variants in the blood and bone marrow samples of all five patients, after induction therapy, at levels ranging from 10(−2) to nearly 10(−6). We observe evidence of sub-clonal structure and find higher target variant frequencies in patients who go on to relapse, demonstrating the potential for MASQ to quantify residual disease in AML. |
format | Online Article Text |
id | pubmed-7144909 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-71449092020-04-13 Multiplex accurate sensitive quantitation (MASQ) with application to minimal residual disease in acute myeloid leukemia Moffitt, Andrea B Spector, Mona S Andrews, Peter Kendall, Jude Alexander, Joan Stepansky, Asya Ma, BeiCong Kolitz, Jonathan Chiorazzi, Nicholas Allen, Steven L Krasnitz, Alex Wigler, Michael Levy, Dan Wang, Zihua Nucleic Acids Res Methods Online Measuring minimal residual disease in cancer has applications for prognosis, monitoring treatment and detection of recurrence. Simple sequence-based methods to detect nucleotide substitution variants have error rates (about 10(−3)) that limit sensitive detection. We developed and characterized the performance of MASQ (multiplex accurate sensitive quantitation), a method with an error rate below 10(−6). MASQ counts variant templates accurately in the presence of millions of host genomes by using tags to identify each template and demanding consensus over multiple reads. Since the MASQ protocol multiplexes 50 target loci, we can both integrate signal from multiple variants and capture subclonal response to treatment. Compared to existing methods for variant detection, MASQ achieves an excellent combination of sensitivity, specificity and yield. We tested MASQ in a pilot study in acute myeloid leukemia (AML) patients who entered complete remission. We detect leukemic variants in the blood and bone marrow samples of all five patients, after induction therapy, at levels ranging from 10(−2) to nearly 10(−6). We observe evidence of sub-clonal structure and find higher target variant frequencies in patients who go on to relapse, demonstrating the potential for MASQ to quantify residual disease in AML. Oxford University Press 2020-04-17 2020-02-21 /pmc/articles/PMC7144909/ /pubmed/32083660 http://dx.doi.org/10.1093/nar/gkaa090 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Methods Online Moffitt, Andrea B Spector, Mona S Andrews, Peter Kendall, Jude Alexander, Joan Stepansky, Asya Ma, BeiCong Kolitz, Jonathan Chiorazzi, Nicholas Allen, Steven L Krasnitz, Alex Wigler, Michael Levy, Dan Wang, Zihua Multiplex accurate sensitive quantitation (MASQ) with application to minimal residual disease in acute myeloid leukemia |
title | Multiplex accurate sensitive quantitation (MASQ) with application to minimal residual disease in acute myeloid leukemia |
title_full | Multiplex accurate sensitive quantitation (MASQ) with application to minimal residual disease in acute myeloid leukemia |
title_fullStr | Multiplex accurate sensitive quantitation (MASQ) with application to minimal residual disease in acute myeloid leukemia |
title_full_unstemmed | Multiplex accurate sensitive quantitation (MASQ) with application to minimal residual disease in acute myeloid leukemia |
title_short | Multiplex accurate sensitive quantitation (MASQ) with application to minimal residual disease in acute myeloid leukemia |
title_sort | multiplex accurate sensitive quantitation (masq) with application to minimal residual disease in acute myeloid leukemia |
topic | Methods Online |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7144909/ https://www.ncbi.nlm.nih.gov/pubmed/32083660 http://dx.doi.org/10.1093/nar/gkaa090 |
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