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Gene expression signatures associated with sensitivity to azacitidine in myelodysplastic syndromes
Allogeneic stem cell transplantation is currently the only curative treatment option for myelodysplastic syndromes (MDS). Pre-transplant debulking treatment have been employed for advanced MDS and we previously reported that marrow response (blast ≤ 5%) following the bridging therapy with hypomethyl...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7658235/ https://www.ncbi.nlm.nih.gov/pubmed/33177628 http://dx.doi.org/10.1038/s41598-020-76510-7 |
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author | Kim, Kyuryung Park, Silvia Choi, Hayoung Kim, Hye Joung Kwon, Yong-Rim Ryu, Daeun Kim, Myungshin Kim, Tae-Min Kim, Yoo-Jin |
author_facet | Kim, Kyuryung Park, Silvia Choi, Hayoung Kim, Hye Joung Kwon, Yong-Rim Ryu, Daeun Kim, Myungshin Kim, Tae-Min Kim, Yoo-Jin |
author_sort | Kim, Kyuryung |
collection | PubMed |
description | Allogeneic stem cell transplantation is currently the only curative treatment option for myelodysplastic syndromes (MDS). Pre-transplant debulking treatment have been employed for advanced MDS and we previously reported that marrow response (blast ≤ 5%) following the bridging therapy with hypomethylating agent was an independent favorable factor for survival; however, it is still not clear which patients will respond to hypomethylating agent and which genomic features can predict the response. In this study, we performed RNAseq for 23 MDS patients among which 14 (61%) and 9 (39%) patients showed marrow complete remission and primary resistance to azacitidine, respectively. Differential expression-based analyses of treatment-naive, baseline gene expression profiles revealed that molecular functions representing mitochondria and apoptosis were up-regulated in responders. In contrast, we identified genes involved in the Wnt pathway were relatively up-regulated in non-responders. In independent validation cohorts of MDS patients, the expression of gene sets specific to non-responders and responders distinguished the patients with favorable prognosis and those responded to azacitidine highlighting the prognostic and predictive implication. In addition, a systems biology approach identified genes involved in ubiquitination, such as UBC and PFDN2, which may be key players in the regulation of differential gene expression in treatment responders and non-responders. Taken together, identifying the gene expression signature may advance our understanding of the molecular mechanisms of azacitidine and may also serve to predict patient responses to drug treatment. |
format | Online Article Text |
id | pubmed-7658235 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-76582352020-11-12 Gene expression signatures associated with sensitivity to azacitidine in myelodysplastic syndromes Kim, Kyuryung Park, Silvia Choi, Hayoung Kim, Hye Joung Kwon, Yong-Rim Ryu, Daeun Kim, Myungshin Kim, Tae-Min Kim, Yoo-Jin Sci Rep Article Allogeneic stem cell transplantation is currently the only curative treatment option for myelodysplastic syndromes (MDS). Pre-transplant debulking treatment have been employed for advanced MDS and we previously reported that marrow response (blast ≤ 5%) following the bridging therapy with hypomethylating agent was an independent favorable factor for survival; however, it is still not clear which patients will respond to hypomethylating agent and which genomic features can predict the response. In this study, we performed RNAseq for 23 MDS patients among which 14 (61%) and 9 (39%) patients showed marrow complete remission and primary resistance to azacitidine, respectively. Differential expression-based analyses of treatment-naive, baseline gene expression profiles revealed that molecular functions representing mitochondria and apoptosis were up-regulated in responders. In contrast, we identified genes involved in the Wnt pathway were relatively up-regulated in non-responders. In independent validation cohorts of MDS patients, the expression of gene sets specific to non-responders and responders distinguished the patients with favorable prognosis and those responded to azacitidine highlighting the prognostic and predictive implication. In addition, a systems biology approach identified genes involved in ubiquitination, such as UBC and PFDN2, which may be key players in the regulation of differential gene expression in treatment responders and non-responders. Taken together, identifying the gene expression signature may advance our understanding of the molecular mechanisms of azacitidine and may also serve to predict patient responses to drug treatment. Nature Publishing Group UK 2020-11-11 /pmc/articles/PMC7658235/ /pubmed/33177628 http://dx.doi.org/10.1038/s41598-020-76510-7 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, Kyuryung Park, Silvia Choi, Hayoung Kim, Hye Joung Kwon, Yong-Rim Ryu, Daeun Kim, Myungshin Kim, Tae-Min Kim, Yoo-Jin Gene expression signatures associated with sensitivity to azacitidine in myelodysplastic syndromes |
title | Gene expression signatures associated with sensitivity to azacitidine in myelodysplastic syndromes |
title_full | Gene expression signatures associated with sensitivity to azacitidine in myelodysplastic syndromes |
title_fullStr | Gene expression signatures associated with sensitivity to azacitidine in myelodysplastic syndromes |
title_full_unstemmed | Gene expression signatures associated with sensitivity to azacitidine in myelodysplastic syndromes |
title_short | Gene expression signatures associated with sensitivity to azacitidine in myelodysplastic syndromes |
title_sort | gene expression signatures associated with sensitivity to azacitidine in myelodysplastic syndromes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7658235/ https://www.ncbi.nlm.nih.gov/pubmed/33177628 http://dx.doi.org/10.1038/s41598-020-76510-7 |
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