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Impact of the number of mutations in survival and response outcomes to hypomethylating agents in patients with myelodysplastic syndromes or myelodysplastic/myeloproliferative neoplasms
The prognostic and predictive value of sequencing analysis in myelodysplastic syndromes (MDS) has not been fully integrated into clinical practice. We performed whole exome sequencing (WES) of bone marrow samples from 83 patients with MDS and 31 with MDS/MPN identifying 218 driver mutations in 31 ge...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5839396/ https://www.ncbi.nlm.nih.gov/pubmed/29515765 http://dx.doi.org/10.18632/oncotarget.23882 |
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author | Montalban-Bravo, Guillermo Takahashi, Koichi Patel, Keyur Wang, Feng Xingzhi, Song Nogueras, Graciela M. Huang, Xuelin Pierola, Ana Alfonso Jabbour, Elias Colla, Simona Gañan-Gomez, Irene Borthakur, Gautham Daver, Naval Estrov, Zeev Kadia, Tapan Pemmaraju, Naveen Ravandi, Farhad Bueso-Ramos, Carlos Chamseddine, Ali Konopleva, Marina Zhang, Jianhua Kantarjian, Hagop Futreal, Andrew Garcia-Manero, Guillermo |
author_facet | Montalban-Bravo, Guillermo Takahashi, Koichi Patel, Keyur Wang, Feng Xingzhi, Song Nogueras, Graciela M. Huang, Xuelin Pierola, Ana Alfonso Jabbour, Elias Colla, Simona Gañan-Gomez, Irene Borthakur, Gautham Daver, Naval Estrov, Zeev Kadia, Tapan Pemmaraju, Naveen Ravandi, Farhad Bueso-Ramos, Carlos Chamseddine, Ali Konopleva, Marina Zhang, Jianhua Kantarjian, Hagop Futreal, Andrew Garcia-Manero, Guillermo |
author_sort | Montalban-Bravo, Guillermo |
collection | PubMed |
description | The prognostic and predictive value of sequencing analysis in myelodysplastic syndromes (MDS) has not been fully integrated into clinical practice. We performed whole exome sequencing (WES) of bone marrow samples from 83 patients with MDS and 31 with MDS/MPN identifying 218 driver mutations in 31 genes in 98 (86%) patients. A total of 65 (57%) patients received therapy with hypomethylating agents. By univariate analysis, mutations in BCOR, STAG2, TP53 and SF3B1 significantly influenced survival. Increased number of mutations (≥ 3), but not clonal heterogeneity, predicted for shorter survival and LFS. Presence of 3 or more mutations also predicted for lower likelihood of response (26 vs 50%, p = 0.055), and shorter response duration (3.6 vs 26.5 months, p = 0.022). By multivariate analysis, TP53 mutations (HR 3.1, CI 1.3–7.5, p = 0.011) and number of mutations (≥ 3) (HR 2.5, CI 1.3–4.8, p = 0.005) predicted for shorter survival. A novel prognostic model integrating this mutation data with IPSS-R separated patients into three categories with median survival of not reached, 29 months and 12 months respectively (p < 0.001) and increased stratification potential, compared to IPSS-R, in patients with high/very-high IPSS-R. This model was validated in a separate cohort of 413 patients with untreated MDS. Although the use of WES did not provide significant more information than that obtained with targeted sequencing, our findings indicate that increased number of mutations is an independent prognostic factor in MDS and that mutation data can add value to clinical prognostic models. |
format | Online Article Text |
id | pubmed-5839396 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-58393962018-03-07 Impact of the number of mutations in survival and response outcomes to hypomethylating agents in patients with myelodysplastic syndromes or myelodysplastic/myeloproliferative neoplasms Montalban-Bravo, Guillermo Takahashi, Koichi Patel, Keyur Wang, Feng Xingzhi, Song Nogueras, Graciela M. Huang, Xuelin Pierola, Ana Alfonso Jabbour, Elias Colla, Simona Gañan-Gomez, Irene Borthakur, Gautham Daver, Naval Estrov, Zeev Kadia, Tapan Pemmaraju, Naveen Ravandi, Farhad Bueso-Ramos, Carlos Chamseddine, Ali Konopleva, Marina Zhang, Jianhua Kantarjian, Hagop Futreal, Andrew Garcia-Manero, Guillermo Oncotarget Research Paper The prognostic and predictive value of sequencing analysis in myelodysplastic syndromes (MDS) has not been fully integrated into clinical practice. We performed whole exome sequencing (WES) of bone marrow samples from 83 patients with MDS and 31 with MDS/MPN identifying 218 driver mutations in 31 genes in 98 (86%) patients. A total of 65 (57%) patients received therapy with hypomethylating agents. By univariate analysis, mutations in BCOR, STAG2, TP53 and SF3B1 significantly influenced survival. Increased number of mutations (≥ 3), but not clonal heterogeneity, predicted for shorter survival and LFS. Presence of 3 or more mutations also predicted for lower likelihood of response (26 vs 50%, p = 0.055), and shorter response duration (3.6 vs 26.5 months, p = 0.022). By multivariate analysis, TP53 mutations (HR 3.1, CI 1.3–7.5, p = 0.011) and number of mutations (≥ 3) (HR 2.5, CI 1.3–4.8, p = 0.005) predicted for shorter survival. A novel prognostic model integrating this mutation data with IPSS-R separated patients into three categories with median survival of not reached, 29 months and 12 months respectively (p < 0.001) and increased stratification potential, compared to IPSS-R, in patients with high/very-high IPSS-R. This model was validated in a separate cohort of 413 patients with untreated MDS. Although the use of WES did not provide significant more information than that obtained with targeted sequencing, our findings indicate that increased number of mutations is an independent prognostic factor in MDS and that mutation data can add value to clinical prognostic models. Impact Journals LLC 2018-01-03 /pmc/articles/PMC5839396/ /pubmed/29515765 http://dx.doi.org/10.18632/oncotarget.23882 Text en Copyright: © 2018 Montalban-Bravo et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) 3.0 (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Montalban-Bravo, Guillermo Takahashi, Koichi Patel, Keyur Wang, Feng Xingzhi, Song Nogueras, Graciela M. Huang, Xuelin Pierola, Ana Alfonso Jabbour, Elias Colla, Simona Gañan-Gomez, Irene Borthakur, Gautham Daver, Naval Estrov, Zeev Kadia, Tapan Pemmaraju, Naveen Ravandi, Farhad Bueso-Ramos, Carlos Chamseddine, Ali Konopleva, Marina Zhang, Jianhua Kantarjian, Hagop Futreal, Andrew Garcia-Manero, Guillermo Impact of the number of mutations in survival and response outcomes to hypomethylating agents in patients with myelodysplastic syndromes or myelodysplastic/myeloproliferative neoplasms |
title | Impact of the number of mutations in survival and response outcomes to hypomethylating agents in patients with myelodysplastic syndromes or myelodysplastic/myeloproliferative neoplasms |
title_full | Impact of the number of mutations in survival and response outcomes to hypomethylating agents in patients with myelodysplastic syndromes or myelodysplastic/myeloproliferative neoplasms |
title_fullStr | Impact of the number of mutations in survival and response outcomes to hypomethylating agents in patients with myelodysplastic syndromes or myelodysplastic/myeloproliferative neoplasms |
title_full_unstemmed | Impact of the number of mutations in survival and response outcomes to hypomethylating agents in patients with myelodysplastic syndromes or myelodysplastic/myeloproliferative neoplasms |
title_short | Impact of the number of mutations in survival and response outcomes to hypomethylating agents in patients with myelodysplastic syndromes or myelodysplastic/myeloproliferative neoplasms |
title_sort | impact of the number of mutations in survival and response outcomes to hypomethylating agents in patients with myelodysplastic syndromes or myelodysplastic/myeloproliferative neoplasms |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5839396/ https://www.ncbi.nlm.nih.gov/pubmed/29515765 http://dx.doi.org/10.18632/oncotarget.23882 |
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