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Association of a cytarabine chemosensitivity related gene expression signature with survival in cytogenetically normal acute myeloid leukemia

The prognosis of cytogenetically normal acute myeloid leukemia (CN-AML) varies greatly among patients. Achievement of complete remission (CR) after chemotherapy is indispensable for a better prognosis. To develop a gene signature predicting overall survival (OS) in CN-AML, we performed data mining p...

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Autores principales: Yan, Han, Wen, Lu, Tan, Dan, Xie, Pan, Pang, Feng-mei, Zhou, Hong-hao, Zhang, Wei, Liu, Zhao-qian, Tang, Jie, Li, Xi, Chen, Xiao-ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5352074/
https://www.ncbi.nlm.nih.gov/pubmed/27903973
http://dx.doi.org/10.18632/oncotarget.13650
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author Yan, Han
Wen, Lu
Tan, Dan
Xie, Pan
Pang, Feng-mei
Zhou, Hong-hao
Zhang, Wei
Liu, Zhao-qian
Tang, Jie
Li, Xi
Chen, Xiao-ping
author_facet Yan, Han
Wen, Lu
Tan, Dan
Xie, Pan
Pang, Feng-mei
Zhou, Hong-hao
Zhang, Wei
Liu, Zhao-qian
Tang, Jie
Li, Xi
Chen, Xiao-ping
author_sort Yan, Han
collection PubMed
description The prognosis of cytogenetically normal acute myeloid leukemia (CN-AML) varies greatly among patients. Achievement of complete remission (CR) after chemotherapy is indispensable for a better prognosis. To develop a gene signature predicting overall survival (OS) in CN-AML, we performed data mining procedure based on whole genome expression data of both blood cancer cell lines and AML patients from open access database. A gene expression signature including 42 probes was derived. These probes were significantly associated with both cytarabine half maximal inhibitory concentration values in blood cancer cell lines and OS in CN-AML patients. By using cox regression analysis and linear regression analysis, a chemo-sensitive score calculated algorithm based on mRNA expression levels of the 42 probes was established. The scores were associated with OS in both the training sample (p=5.13 × 10(−4), HR=2.040, 95% CI: 1.364-3.051) and the validation sample (p=0.002, HR=2.528, 95% CI: 1.393-4.591) of the GSE12417 dataset from Gene Expression Omnibus. In The Cancer Genome Atlas (TCGA) CN-AML patients, higher scores were found to be associated with both worse OS (p=0.013, HR=2.442, 95% CI: 1.205-4.950) and DFS (p=0.015, HR=2.376, 95% CI: 1.181-4.779). Results of gene ontology (GO) analysis showed that all the significant GO Terms were correlated with cellular component of mitochondrion. In summary, a novel gene set that could predict prognosis of CN-AML was identified presently, which provided a new way to identify genes impacting AML chemo-sensitivity and prognosis.
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spelling pubmed-53520742017-04-13 Association of a cytarabine chemosensitivity related gene expression signature with survival in cytogenetically normal acute myeloid leukemia Yan, Han Wen, Lu Tan, Dan Xie, Pan Pang, Feng-mei Zhou, Hong-hao Zhang, Wei Liu, Zhao-qian Tang, Jie Li, Xi Chen, Xiao-ping Oncotarget Research Paper The prognosis of cytogenetically normal acute myeloid leukemia (CN-AML) varies greatly among patients. Achievement of complete remission (CR) after chemotherapy is indispensable for a better prognosis. To develop a gene signature predicting overall survival (OS) in CN-AML, we performed data mining procedure based on whole genome expression data of both blood cancer cell lines and AML patients from open access database. A gene expression signature including 42 probes was derived. These probes were significantly associated with both cytarabine half maximal inhibitory concentration values in blood cancer cell lines and OS in CN-AML patients. By using cox regression analysis and linear regression analysis, a chemo-sensitive score calculated algorithm based on mRNA expression levels of the 42 probes was established. The scores were associated with OS in both the training sample (p=5.13 × 10(−4), HR=2.040, 95% CI: 1.364-3.051) and the validation sample (p=0.002, HR=2.528, 95% CI: 1.393-4.591) of the GSE12417 dataset from Gene Expression Omnibus. In The Cancer Genome Atlas (TCGA) CN-AML patients, higher scores were found to be associated with both worse OS (p=0.013, HR=2.442, 95% CI: 1.205-4.950) and DFS (p=0.015, HR=2.376, 95% CI: 1.181-4.779). Results of gene ontology (GO) analysis showed that all the significant GO Terms were correlated with cellular component of mitochondrion. In summary, a novel gene set that could predict prognosis of CN-AML was identified presently, which provided a new way to identify genes impacting AML chemo-sensitivity and prognosis. Impact Journals LLC 2016-11-26 /pmc/articles/PMC5352074/ /pubmed/27903973 http://dx.doi.org/10.18632/oncotarget.13650 Text en Copyright: © 2017 Yan 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Yan, Han
Wen, Lu
Tan, Dan
Xie, Pan
Pang, Feng-mei
Zhou, Hong-hao
Zhang, Wei
Liu, Zhao-qian
Tang, Jie
Li, Xi
Chen, Xiao-ping
Association of a cytarabine chemosensitivity related gene expression signature with survival in cytogenetically normal acute myeloid leukemia
title Association of a cytarabine chemosensitivity related gene expression signature with survival in cytogenetically normal acute myeloid leukemia
title_full Association of a cytarabine chemosensitivity related gene expression signature with survival in cytogenetically normal acute myeloid leukemia
title_fullStr Association of a cytarabine chemosensitivity related gene expression signature with survival in cytogenetically normal acute myeloid leukemia
title_full_unstemmed Association of a cytarabine chemosensitivity related gene expression signature with survival in cytogenetically normal acute myeloid leukemia
title_short Association of a cytarabine chemosensitivity related gene expression signature with survival in cytogenetically normal acute myeloid leukemia
title_sort association of a cytarabine chemosensitivity related gene expression signature with survival in cytogenetically normal acute myeloid leukemia
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5352074/
https://www.ncbi.nlm.nih.gov/pubmed/27903973
http://dx.doi.org/10.18632/oncotarget.13650
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