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Elevated HOX gene expression in acute myeloid leukemia is associated with NPM1 mutations and poor survival

Acute myeloid leukemia (AML) is a clonal disorder of hematopoietic progenitor cells and the most common malignant myeloid disorder in adults. Several gene mutations such as in NPM1 (nucleophosmin 1) are involved in the pathogenesis and progression of AML. The aim of this study was to identify genes...

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Autores principales: Nagy, Ádám, Ősz, Ágnes, Budczies, Jan, Krizsán, Szilvia, Szombath, Gergely, Demeter, Judit, Bödör, Csaba, Győrffy, Balázs
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6614546/
https://www.ncbi.nlm.nih.gov/pubmed/31333881
http://dx.doi.org/10.1016/j.jare.2019.05.006
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author Nagy, Ádám
Ősz, Ágnes
Budczies, Jan
Krizsán, Szilvia
Szombath, Gergely
Demeter, Judit
Bödör, Csaba
Győrffy, Balázs
author_facet Nagy, Ádám
Ősz, Ágnes
Budczies, Jan
Krizsán, Szilvia
Szombath, Gergely
Demeter, Judit
Bödör, Csaba
Győrffy, Balázs
author_sort Nagy, Ádám
collection PubMed
description Acute myeloid leukemia (AML) is a clonal disorder of hematopoietic progenitor cells and the most common malignant myeloid disorder in adults. Several gene mutations such as in NPM1 (nucleophosmin 1) are involved in the pathogenesis and progression of AML. The aim of this study was to identify genes whose expression is associated with driver mutations and survival outcome. Genotype data (somatic mutations) and gene expression data including RNA-seq, microarray, and qPCR data were used for the analysis. Multiple datasets were utilized as training sets (GSE6891, TCGA, and GSE1159). A new clinical sample cohort (Semmelweis set) was established for in vitro validation. Wilcoxon analysis was used to identify genes with expression alterations between the mutant and wild type samples. Cox regression analysis was performed to examine the association between gene expression and survival outcome. Data analysis was performed in the R statistical environment. Eighty-five genes were identified with significantly altered expression when comparing NPM1 mutant and wild type patient groups in the GSE6891 set. Additional training sets were used as a filter to condense the six most significant genes associated with NPM1 mutations. Then, the expression changes of these six genes were confirmed in the Semmelweis set: HOXA5 (P = 3.06E−12, FC = 8.3), HOXA10 (P = 2.44E−09, FC = 3.3), HOXB5 (P = 1.86E−13, FC = 37), MEIS1 (P = 9.82E−10, FC = 4.4), PBX3 (P = 1.03E−13, FC = 5.4) and ITM2A (P = 0.004, FC = 0.4). Cox regression analysis showed that higher expression of these genes – with the exception of ITM2A – was associated with worse overall survival. Higher expression of the HOX genes was identified in tumors harboring NPM1 gene mutations by computationally linking genotype and gene expression. In vitro validation of these genes supports their potential therapeutic application in AML.
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spelling pubmed-66145462019-07-22 Elevated HOX gene expression in acute myeloid leukemia is associated with NPM1 mutations and poor survival Nagy, Ádám Ősz, Ágnes Budczies, Jan Krizsán, Szilvia Szombath, Gergely Demeter, Judit Bödör, Csaba Győrffy, Balázs J Adv Res Original Article Acute myeloid leukemia (AML) is a clonal disorder of hematopoietic progenitor cells and the most common malignant myeloid disorder in adults. Several gene mutations such as in NPM1 (nucleophosmin 1) are involved in the pathogenesis and progression of AML. The aim of this study was to identify genes whose expression is associated with driver mutations and survival outcome. Genotype data (somatic mutations) and gene expression data including RNA-seq, microarray, and qPCR data were used for the analysis. Multiple datasets were utilized as training sets (GSE6891, TCGA, and GSE1159). A new clinical sample cohort (Semmelweis set) was established for in vitro validation. Wilcoxon analysis was used to identify genes with expression alterations between the mutant and wild type samples. Cox regression analysis was performed to examine the association between gene expression and survival outcome. Data analysis was performed in the R statistical environment. Eighty-five genes were identified with significantly altered expression when comparing NPM1 mutant and wild type patient groups in the GSE6891 set. Additional training sets were used as a filter to condense the six most significant genes associated with NPM1 mutations. Then, the expression changes of these six genes were confirmed in the Semmelweis set: HOXA5 (P = 3.06E−12, FC = 8.3), HOXA10 (P = 2.44E−09, FC = 3.3), HOXB5 (P = 1.86E−13, FC = 37), MEIS1 (P = 9.82E−10, FC = 4.4), PBX3 (P = 1.03E−13, FC = 5.4) and ITM2A (P = 0.004, FC = 0.4). Cox regression analysis showed that higher expression of these genes – with the exception of ITM2A – was associated with worse overall survival. Higher expression of the HOX genes was identified in tumors harboring NPM1 gene mutations by computationally linking genotype and gene expression. In vitro validation of these genes supports their potential therapeutic application in AML. Elsevier 2019-06-11 /pmc/articles/PMC6614546/ /pubmed/31333881 http://dx.doi.org/10.1016/j.jare.2019.05.006 Text en © 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Article
Nagy, Ádám
Ősz, Ágnes
Budczies, Jan
Krizsán, Szilvia
Szombath, Gergely
Demeter, Judit
Bödör, Csaba
Győrffy, Balázs
Elevated HOX gene expression in acute myeloid leukemia is associated with NPM1 mutations and poor survival
title Elevated HOX gene expression in acute myeloid leukemia is associated with NPM1 mutations and poor survival
title_full Elevated HOX gene expression in acute myeloid leukemia is associated with NPM1 mutations and poor survival
title_fullStr Elevated HOX gene expression in acute myeloid leukemia is associated with NPM1 mutations and poor survival
title_full_unstemmed Elevated HOX gene expression in acute myeloid leukemia is associated with NPM1 mutations and poor survival
title_short Elevated HOX gene expression in acute myeloid leukemia is associated with NPM1 mutations and poor survival
title_sort elevated hox gene expression in acute myeloid leukemia is associated with npm1 mutations and poor survival
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6614546/
https://www.ncbi.nlm.nih.gov/pubmed/31333881
http://dx.doi.org/10.1016/j.jare.2019.05.006
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