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Integrative Analysis of MicroRNA-Mediated Gene Signatures and Pathways Modulating White Blood Cell Count in Childhood Acute Lymphoblastic Leukemia

MicroRNAs (miRNAs) regulate the expression of protein-coding genes and represent potential biomarkers for childhood acute lymphoblastic leukemia (ALL). However, information linking miRNAs with their messenger RNA (mRNA) target genes modulating white blood cell (WBC) count is lacking. Here, we analyz...

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Autores principales: Ramani, Ritika, Megason, Gail, Schallheim, Jason, Karlson, Cynthia, Vijayakumar, Vani, Vijayakumar, Srinivasan, Hicks, Chindo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5397277/
https://www.ncbi.nlm.nih.gov/pubmed/28469402
http://dx.doi.org/10.1177/1177271917702895
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author Ramani, Ritika
Megason, Gail
Schallheim, Jason
Karlson, Cynthia
Vijayakumar, Vani
Vijayakumar, Srinivasan
Hicks, Chindo
author_facet Ramani, Ritika
Megason, Gail
Schallheim, Jason
Karlson, Cynthia
Vijayakumar, Vani
Vijayakumar, Srinivasan
Hicks, Chindo
author_sort Ramani, Ritika
collection PubMed
description MicroRNAs (miRNAs) regulate the expression of protein-coding genes and represent potential biomarkers for childhood acute lymphoblastic leukemia (ALL). However, information linking miRNAs with their messenger RNA (mRNA) target genes modulating white blood cell (WBC) count is lacking. Here, we analyzed miRNAs and gene expression data from pediatric patients with ALL to identify a signature of miRNAs involved in ALL and their mRNA target genes, molecular networks, and biological pathways modulating WBC. We discovered a signature of miRNAs differentially expressed in ALL and a signature of mRNA target genes distinguishing patients with high WBC from patients with low WBC. In addition, we identified molecular networks and biological pathways, among them PI3/AKT, JAK/STAT, IL-17, TGF-β, apoptosis, IL-15, STAT3, IGF-1, FGF, mTOR, VEGF, NF-kB, and P53 signaling pathways, enriched for or targeted by miRNAs. The discovered miRNAs and their target genes and pathways represent potential clinically actionable biomarkers and therapeutic targets.
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spelling pubmed-53972772017-05-03 Integrative Analysis of MicroRNA-Mediated Gene Signatures and Pathways Modulating White Blood Cell Count in Childhood Acute Lymphoblastic Leukemia Ramani, Ritika Megason, Gail Schallheim, Jason Karlson, Cynthia Vijayakumar, Vani Vijayakumar, Srinivasan Hicks, Chindo Biomark Insights Original Research MicroRNAs (miRNAs) regulate the expression of protein-coding genes and represent potential biomarkers for childhood acute lymphoblastic leukemia (ALL). However, information linking miRNAs with their messenger RNA (mRNA) target genes modulating white blood cell (WBC) count is lacking. Here, we analyzed miRNAs and gene expression data from pediatric patients with ALL to identify a signature of miRNAs involved in ALL and their mRNA target genes, molecular networks, and biological pathways modulating WBC. We discovered a signature of miRNAs differentially expressed in ALL and a signature of mRNA target genes distinguishing patients with high WBC from patients with low WBC. In addition, we identified molecular networks and biological pathways, among them PI3/AKT, JAK/STAT, IL-17, TGF-β, apoptosis, IL-15, STAT3, IGF-1, FGF, mTOR, VEGF, NF-kB, and P53 signaling pathways, enriched for or targeted by miRNAs. The discovered miRNAs and their target genes and pathways represent potential clinically actionable biomarkers and therapeutic targets. SAGE Publications 2017-04-12 /pmc/articles/PMC5397277/ /pubmed/28469402 http://dx.doi.org/10.1177/1177271917702895 Text en © The Author(s) 2017 This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page(https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Ramani, Ritika
Megason, Gail
Schallheim, Jason
Karlson, Cynthia
Vijayakumar, Vani
Vijayakumar, Srinivasan
Hicks, Chindo
Integrative Analysis of MicroRNA-Mediated Gene Signatures and Pathways Modulating White Blood Cell Count in Childhood Acute Lymphoblastic Leukemia
title Integrative Analysis of MicroRNA-Mediated Gene Signatures and Pathways Modulating White Blood Cell Count in Childhood Acute Lymphoblastic Leukemia
title_full Integrative Analysis of MicroRNA-Mediated Gene Signatures and Pathways Modulating White Blood Cell Count in Childhood Acute Lymphoblastic Leukemia
title_fullStr Integrative Analysis of MicroRNA-Mediated Gene Signatures and Pathways Modulating White Blood Cell Count in Childhood Acute Lymphoblastic Leukemia
title_full_unstemmed Integrative Analysis of MicroRNA-Mediated Gene Signatures and Pathways Modulating White Blood Cell Count in Childhood Acute Lymphoblastic Leukemia
title_short Integrative Analysis of MicroRNA-Mediated Gene Signatures and Pathways Modulating White Blood Cell Count in Childhood Acute Lymphoblastic Leukemia
title_sort integrative analysis of microrna-mediated gene signatures and pathways modulating white blood cell count in childhood acute lymphoblastic leukemia
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5397277/
https://www.ncbi.nlm.nih.gov/pubmed/28469402
http://dx.doi.org/10.1177/1177271917702895
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