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Prognostic landscape of mitochondrial genome in myelodysplastic syndrome after stem-cell transplantation
Despite mitochondrial DNA (mtDNA) mutations are common events in cancer, their global frequency and clinical impact have not been comprehensively characterized in patients with myelodysplastic neoplasia (also known as myelodysplastic syndromes, MDS). Here we performed whole-genome sequencing (WGS) o...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9999628/ https://www.ncbi.nlm.nih.gov/pubmed/36899395 http://dx.doi.org/10.1186/s13045-023-01418-4 |
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author | Dong, Jing Buradagunta, Christopher Staffi Zhang, Tao Spellman, Stephen Bolon, Yung-Tsi DeZern, Amy E. Gadalla, Shahinaz M. Deeg, H. Joachim Nazha, Aziz Cutler, Corey Cheng, Chao Urrutia, Raul Auer, Paul Saber, Wael |
author_facet | Dong, Jing Buradagunta, Christopher Staffi Zhang, Tao Spellman, Stephen Bolon, Yung-Tsi DeZern, Amy E. Gadalla, Shahinaz M. Deeg, H. Joachim Nazha, Aziz Cutler, Corey Cheng, Chao Urrutia, Raul Auer, Paul Saber, Wael |
author_sort | Dong, Jing |
collection | PubMed |
description | Despite mitochondrial DNA (mtDNA) mutations are common events in cancer, their global frequency and clinical impact have not been comprehensively characterized in patients with myelodysplastic neoplasia (also known as myelodysplastic syndromes, MDS). Here we performed whole-genome sequencing (WGS) on samples obtained before allogenic hematopoietic cell transplantation (allo-HCT) from 494 patients with MDS who were enrolled in the Center for International Blood and Marrow Transplant Research. We evaluated the impact of mtDNA mutations on transplantation outcomes, including overall survival (OS), relapse, relapse-free survival (RFS), and transplant-related mortality (TRM). A random survival forest algorithm was applied to evaluate the prognostic performance of models that include mtDNA mutations alone and combined with MDS- and HCT-related clinical factors. A total of 2666 mtDNA mutations were identified, including 411 potential pathogenic variants. We found that overall, an increased number of mtDNA mutations was associated with inferior transplantation outcomes. Mutations in several frequently mutated mtDNA genes (e.g., MT-CYB and MT-ND5) were identified as independent predictors of OS, RFS, relapse and/or TRM after allo-HCT. Integration of mtDNA mutations into the models based on the Revised International Prognostic Scores (IPSS-R) and clinical factors related to MDS and allo-HCT could capture more prognostic information and significantly improve the prognostic stratification efforts. Our study represents the first WGS effort in MDS receiving allo-HCT and shows that there may be clinical utility of mtDNA variants to predict allo-HCT outcomes in combination with more standard clinical parameters. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13045-023-01418-4. |
format | Online Article Text |
id | pubmed-9999628 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99996282023-03-11 Prognostic landscape of mitochondrial genome in myelodysplastic syndrome after stem-cell transplantation Dong, Jing Buradagunta, Christopher Staffi Zhang, Tao Spellman, Stephen Bolon, Yung-Tsi DeZern, Amy E. Gadalla, Shahinaz M. Deeg, H. Joachim Nazha, Aziz Cutler, Corey Cheng, Chao Urrutia, Raul Auer, Paul Saber, Wael J Hematol Oncol Correspondence Despite mitochondrial DNA (mtDNA) mutations are common events in cancer, their global frequency and clinical impact have not been comprehensively characterized in patients with myelodysplastic neoplasia (also known as myelodysplastic syndromes, MDS). Here we performed whole-genome sequencing (WGS) on samples obtained before allogenic hematopoietic cell transplantation (allo-HCT) from 494 patients with MDS who were enrolled in the Center for International Blood and Marrow Transplant Research. We evaluated the impact of mtDNA mutations on transplantation outcomes, including overall survival (OS), relapse, relapse-free survival (RFS), and transplant-related mortality (TRM). A random survival forest algorithm was applied to evaluate the prognostic performance of models that include mtDNA mutations alone and combined with MDS- and HCT-related clinical factors. A total of 2666 mtDNA mutations were identified, including 411 potential pathogenic variants. We found that overall, an increased number of mtDNA mutations was associated with inferior transplantation outcomes. Mutations in several frequently mutated mtDNA genes (e.g., MT-CYB and MT-ND5) were identified as independent predictors of OS, RFS, relapse and/or TRM after allo-HCT. Integration of mtDNA mutations into the models based on the Revised International Prognostic Scores (IPSS-R) and clinical factors related to MDS and allo-HCT could capture more prognostic information and significantly improve the prognostic stratification efforts. Our study represents the first WGS effort in MDS receiving allo-HCT and shows that there may be clinical utility of mtDNA variants to predict allo-HCT outcomes in combination with more standard clinical parameters. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13045-023-01418-4. BioMed Central 2023-03-10 /pmc/articles/PMC9999628/ /pubmed/36899395 http://dx.doi.org/10.1186/s13045-023-01418-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Correspondence Dong, Jing Buradagunta, Christopher Staffi Zhang, Tao Spellman, Stephen Bolon, Yung-Tsi DeZern, Amy E. Gadalla, Shahinaz M. Deeg, H. Joachim Nazha, Aziz Cutler, Corey Cheng, Chao Urrutia, Raul Auer, Paul Saber, Wael Prognostic landscape of mitochondrial genome in myelodysplastic syndrome after stem-cell transplantation |
title | Prognostic landscape of mitochondrial genome in myelodysplastic syndrome after stem-cell transplantation |
title_full | Prognostic landscape of mitochondrial genome in myelodysplastic syndrome after stem-cell transplantation |
title_fullStr | Prognostic landscape of mitochondrial genome in myelodysplastic syndrome after stem-cell transplantation |
title_full_unstemmed | Prognostic landscape of mitochondrial genome in myelodysplastic syndrome after stem-cell transplantation |
title_short | Prognostic landscape of mitochondrial genome in myelodysplastic syndrome after stem-cell transplantation |
title_sort | prognostic landscape of mitochondrial genome in myelodysplastic syndrome after stem-cell transplantation |
topic | Correspondence |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9999628/ https://www.ncbi.nlm.nih.gov/pubmed/36899395 http://dx.doi.org/10.1186/s13045-023-01418-4 |
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