Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1783230231270653952 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5397277 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT ramaniritika integrativeanalysisofmicrornamediatedgenesignaturesandpathwaysmodulatingwhitebloodcellcountinchildhoodacutelymphoblasticleukemia AT megasongail integrativeanalysisofmicrornamediatedgenesignaturesandpathwaysmodulatingwhitebloodcellcountinchildhoodacutelymphoblasticleukemia AT schallheimjason integrativeanalysisofmicrornamediatedgenesignaturesandpathwaysmodulatingwhitebloodcellcountinchildhoodacutelymphoblasticleukemia AT karlsoncynthia integrativeanalysisofmicrornamediatedgenesignaturesandpathwaysmodulatingwhitebloodcellcountinchildhoodacutelymphoblasticleukemia AT vijayakumarvani integrativeanalysisofmicrornamediatedgenesignaturesandpathwaysmodulatingwhitebloodcellcountinchildhoodacutelymphoblasticleukemia AT vijayakumarsrinivasan integrativeanalysisofmicrornamediatedgenesignaturesandpathwaysmodulatingwhitebloodcellcountinchildhoodacutelymphoblasticleukemia AT hickschindo integrativeanalysisofmicrornamediatedgenesignaturesandpathwaysmodulatingwhitebloodcellcountinchildhoodacutelymphoblasticleukemia |