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RNA sequencing as an alternative tool for detecting measurable residual disease in core-binding factor acute myeloid leukemia
DNA sequencing-based measurable residual disease (MRD) detection has shown to be clinically relevant in AML. However, the same methodology cannot be applied to fusion gene-driven subtypes of AML such as core-binding factor AML (CBF-AML). Here in this study, we evaluated the effectiveness of using DN...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7674449/ https://www.ncbi.nlm.nih.gov/pubmed/33208771 http://dx.doi.org/10.1038/s41598-020-76933-2 |
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author | Kim, TaeHyung Moon, Joon Ho Ahn, Jae-Sook Ahn, Seo-Yeon Jung, Sung-Hoon Yang, Deok-Hwan Lee, Je-Jung Shin, Myung-Geun Choi, Seung Hyun Lee, Ja-yeon Tyndel, Marc S. Lee, Hui Young Kim, Kyoung Ha Cai, Yu Lee, Yoo Jin Sohn, Sang Kyun Min, Yoo Hong Cheong, June-Won Kim, Hyeoung-Joon Zhang, Zhaolei Kim, Dennis Dong Hwan |
author_facet | Kim, TaeHyung Moon, Joon Ho Ahn, Jae-Sook Ahn, Seo-Yeon Jung, Sung-Hoon Yang, Deok-Hwan Lee, Je-Jung Shin, Myung-Geun Choi, Seung Hyun Lee, Ja-yeon Tyndel, Marc S. Lee, Hui Young Kim, Kyoung Ha Cai, Yu Lee, Yoo Jin Sohn, Sang Kyun Min, Yoo Hong Cheong, June-Won Kim, Hyeoung-Joon Zhang, Zhaolei Kim, Dennis Dong Hwan |
author_sort | Kim, TaeHyung |
collection | PubMed |
description | DNA sequencing-based measurable residual disease (MRD) detection has shown to be clinically relevant in AML. However, the same methodology cannot be applied to fusion gene-driven subtypes of AML such as core-binding factor AML (CBF-AML). Here in this study, we evaluated the effectiveness of using DNA and RNA sequencing in MRD detection and in tracking clonal dynamics in CBF-AML. Using RNA-seq, we were able to quantify expression levels of RUNX1-RUNX1T1 and CBFB-MYH11 at diagnosis and their levels of reduction during remission (P < 6.3e−05 and P < 2.2e−13). The level of reduction of RUNX1-RUNX1T1 as measured by RNA-seq and qPCR were highly correlated (R(2) = 0.74, P < 5.4e−05). A decision tree analysis, based on 3-log reduction of RUNX1-RUNX1T1 and cKIT-D816(mut) at diagnosis, stratified RUNX1-RUNX1T1 AML patients into three subgroups. These three subgroups had 2-year overall survival rates at 87%, 74%, and 33% (P < 0.08) and 2-year relapse incidence rates at 13%, 42%, and 67% (P < 0.05). On the other hand, although low residual allelic burden was common, it was not associated with long-term outcome, indicating that mutation clearance alone cannot be interpreted as MRD-negative. Overall, our study demonstrates that the clinical utility of RNA sequencing as a potential tool for MRD monitoring in fusion gene-driven AML such as RUNX1-RUNX1T1 AML. |
format | Online Article Text |
id | pubmed-7674449 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-76744492020-11-19 RNA sequencing as an alternative tool for detecting measurable residual disease in core-binding factor acute myeloid leukemia Kim, TaeHyung Moon, Joon Ho Ahn, Jae-Sook Ahn, Seo-Yeon Jung, Sung-Hoon Yang, Deok-Hwan Lee, Je-Jung Shin, Myung-Geun Choi, Seung Hyun Lee, Ja-yeon Tyndel, Marc S. Lee, Hui Young Kim, Kyoung Ha Cai, Yu Lee, Yoo Jin Sohn, Sang Kyun Min, Yoo Hong Cheong, June-Won Kim, Hyeoung-Joon Zhang, Zhaolei Kim, Dennis Dong Hwan Sci Rep Article DNA sequencing-based measurable residual disease (MRD) detection has shown to be clinically relevant in AML. However, the same methodology cannot be applied to fusion gene-driven subtypes of AML such as core-binding factor AML (CBF-AML). Here in this study, we evaluated the effectiveness of using DNA and RNA sequencing in MRD detection and in tracking clonal dynamics in CBF-AML. Using RNA-seq, we were able to quantify expression levels of RUNX1-RUNX1T1 and CBFB-MYH11 at diagnosis and their levels of reduction during remission (P < 6.3e−05 and P < 2.2e−13). The level of reduction of RUNX1-RUNX1T1 as measured by RNA-seq and qPCR were highly correlated (R(2) = 0.74, P < 5.4e−05). A decision tree analysis, based on 3-log reduction of RUNX1-RUNX1T1 and cKIT-D816(mut) at diagnosis, stratified RUNX1-RUNX1T1 AML patients into three subgroups. These three subgroups had 2-year overall survival rates at 87%, 74%, and 33% (P < 0.08) and 2-year relapse incidence rates at 13%, 42%, and 67% (P < 0.05). On the other hand, although low residual allelic burden was common, it was not associated with long-term outcome, indicating that mutation clearance alone cannot be interpreted as MRD-negative. Overall, our study demonstrates that the clinical utility of RNA sequencing as a potential tool for MRD monitoring in fusion gene-driven AML such as RUNX1-RUNX1T1 AML. Nature Publishing Group UK 2020-11-18 /pmc/articles/PMC7674449/ /pubmed/33208771 http://dx.doi.org/10.1038/s41598-020-76933-2 Text en © The Author(s) 2020 Open Access This 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/. |
spellingShingle | Article Kim, TaeHyung Moon, Joon Ho Ahn, Jae-Sook Ahn, Seo-Yeon Jung, Sung-Hoon Yang, Deok-Hwan Lee, Je-Jung Shin, Myung-Geun Choi, Seung Hyun Lee, Ja-yeon Tyndel, Marc S. Lee, Hui Young Kim, Kyoung Ha Cai, Yu Lee, Yoo Jin Sohn, Sang Kyun Min, Yoo Hong Cheong, June-Won Kim, Hyeoung-Joon Zhang, Zhaolei Kim, Dennis Dong Hwan RNA sequencing as an alternative tool for detecting measurable residual disease in core-binding factor acute myeloid leukemia |
title | RNA sequencing as an alternative tool for detecting measurable residual disease in core-binding factor acute myeloid leukemia |
title_full | RNA sequencing as an alternative tool for detecting measurable residual disease in core-binding factor acute myeloid leukemia |
title_fullStr | RNA sequencing as an alternative tool for detecting measurable residual disease in core-binding factor acute myeloid leukemia |
title_full_unstemmed | RNA sequencing as an alternative tool for detecting measurable residual disease in core-binding factor acute myeloid leukemia |
title_short | RNA sequencing as an alternative tool for detecting measurable residual disease in core-binding factor acute myeloid leukemia |
title_sort | rna sequencing as an alternative tool for detecting measurable residual disease in core-binding factor acute myeloid leukemia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7674449/ https://www.ncbi.nlm.nih.gov/pubmed/33208771 http://dx.doi.org/10.1038/s41598-020-76933-2 |
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