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Overexpression of HOXA10 is associated with unfavorable prognosis of acute myeloid leukemia
BACKGROUND: HOXA family genes were crucial transcription factors involving cell proliferation and apoptosis. While few studies have focused on HOXA10 in AML. We aimed to investigate the prognostic significance of HOXA10. METHODS: We downloaded datasets from GEO and BeatAML database, to compare HOXA...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7310421/ https://www.ncbi.nlm.nih.gov/pubmed/32571260 http://dx.doi.org/10.1186/s12885-020-07088-6 |
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author | Guo, Chao Ju, Qian-qian Zhang, Chun-xia Gong, Ming Li, Zhen-ling Gao, Ya-yue |
author_facet | Guo, Chao Ju, Qian-qian Zhang, Chun-xia Gong, Ming Li, Zhen-ling Gao, Ya-yue |
author_sort | Guo, Chao |
collection | PubMed |
description | BACKGROUND: HOXA family genes were crucial transcription factors involving cell proliferation and apoptosis. While few studies have focused on HOXA10 in AML. We aimed to investigate the prognostic significance of HOXA10. METHODS: We downloaded datasets from GEO and BeatAML database, to compare HOXA expression level between AML patients and controls. Kaplan-Meier curves were used to estimate the impact of HOXA10 expression on AML survival. The differentially expressed genes, miRNAs, lncRNAs and methylated regions between HOXA10-high and -low groups were obtained using R (version 3.6.0). Accordingly, the gene set enrichment analysis (GSEA) was accomplished using MSigDB database. Moreover, the regulatory TFs/microRNAs/lncRNAs of HOXA10 were identified. A LASSO-Cox model fitted OS to clinical and HOXA10-associated genetic variables by glmnet package. RESULTS: HOXA10 was overexpressed in AML patients than that in controls. The HOXA10-high group is significantly associated with shorter OS and DFS. A total of 1219 DEGs, 131 DEmiRs, 282 DElncRs were identified to be associated with HOXA10. GSEA revealed that 12 suppressed and 3 activated pathways in HOXA10-high group. Furthermore, the integrated regulatory network targeting HOXA10 was established. The LASSO-Cox model fitted OS to AML-survival risk scores, which included age, race, molecular risk, expression of IKZF2/LINC00649/LINC00839/FENDRR and has-miR-424-5p. The time dependent ROC indicated a satisfying AUC (1-year AUC 0.839, 3-year AUC 0.871 and 5-year AUC 0.813). CONCLUSIONS: Our study identified HOXA10 overexpression as an adverse prognostic factor for AML. The LASSO-COX regression analysis revealed novel prediction model of OS with superior diagnostic utility. |
format | Online Article Text |
id | pubmed-7310421 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-73104212020-06-23 Overexpression of HOXA10 is associated with unfavorable prognosis of acute myeloid leukemia Guo, Chao Ju, Qian-qian Zhang, Chun-xia Gong, Ming Li, Zhen-ling Gao, Ya-yue BMC Cancer Research Article BACKGROUND: HOXA family genes were crucial transcription factors involving cell proliferation and apoptosis. While few studies have focused on HOXA10 in AML. We aimed to investigate the prognostic significance of HOXA10. METHODS: We downloaded datasets from GEO and BeatAML database, to compare HOXA expression level between AML patients and controls. Kaplan-Meier curves were used to estimate the impact of HOXA10 expression on AML survival. The differentially expressed genes, miRNAs, lncRNAs and methylated regions between HOXA10-high and -low groups were obtained using R (version 3.6.0). Accordingly, the gene set enrichment analysis (GSEA) was accomplished using MSigDB database. Moreover, the regulatory TFs/microRNAs/lncRNAs of HOXA10 were identified. A LASSO-Cox model fitted OS to clinical and HOXA10-associated genetic variables by glmnet package. RESULTS: HOXA10 was overexpressed in AML patients than that in controls. The HOXA10-high group is significantly associated with shorter OS and DFS. A total of 1219 DEGs, 131 DEmiRs, 282 DElncRs were identified to be associated with HOXA10. GSEA revealed that 12 suppressed and 3 activated pathways in HOXA10-high group. Furthermore, the integrated regulatory network targeting HOXA10 was established. The LASSO-Cox model fitted OS to AML-survival risk scores, which included age, race, molecular risk, expression of IKZF2/LINC00649/LINC00839/FENDRR and has-miR-424-5p. The time dependent ROC indicated a satisfying AUC (1-year AUC 0.839, 3-year AUC 0.871 and 5-year AUC 0.813). CONCLUSIONS: Our study identified HOXA10 overexpression as an adverse prognostic factor for AML. The LASSO-COX regression analysis revealed novel prediction model of OS with superior diagnostic utility. BioMed Central 2020-06-22 /pmc/articles/PMC7310421/ /pubmed/32571260 http://dx.doi.org/10.1186/s12885-020-07088-6 Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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 | Research Article Guo, Chao Ju, Qian-qian Zhang, Chun-xia Gong, Ming Li, Zhen-ling Gao, Ya-yue Overexpression of HOXA10 is associated with unfavorable prognosis of acute myeloid leukemia |
title | Overexpression of HOXA10 is associated with unfavorable prognosis of acute myeloid leukemia |
title_full | Overexpression of HOXA10 is associated with unfavorable prognosis of acute myeloid leukemia |
title_fullStr | Overexpression of HOXA10 is associated with unfavorable prognosis of acute myeloid leukemia |
title_full_unstemmed | Overexpression of HOXA10 is associated with unfavorable prognosis of acute myeloid leukemia |
title_short | Overexpression of HOXA10 is associated with unfavorable prognosis of acute myeloid leukemia |
title_sort | overexpression of hoxa10 is associated with unfavorable prognosis of acute myeloid leukemia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7310421/ https://www.ncbi.nlm.nih.gov/pubmed/32571260 http://dx.doi.org/10.1186/s12885-020-07088-6 |
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