Cargando…

Transcription factor and miRNA co-regulatory network reveals shared and specific regulators in the development of B cell and T cell

The maturation process of lymphocyte was related to many blood diseases, such as lymphoma and lymphoid leukemia. Many TFs and miRNAs were separately studied in the development of B and T cells. In this study, we aim to discover the TF and miRNA co-regulation and identify key regulators in the B and...

Descripción completa

Detalles Bibliográficos
Autores principales: Lin, Ying, Zhang, Qiong, Zhang, Hong-Mei, Liu, Wei, Liu, Chun-Jie, Li, Qiubai, Guo, An-Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4613730/
https://www.ncbi.nlm.nih.gov/pubmed/26487345
http://dx.doi.org/10.1038/srep15215
_version_ 1782396321288683520
author Lin, Ying
Zhang, Qiong
Zhang, Hong-Mei
Liu, Wei
Liu, Chun-Jie
Li, Qiubai
Guo, An-Yuan
author_facet Lin, Ying
Zhang, Qiong
Zhang, Hong-Mei
Liu, Wei
Liu, Chun-Jie
Li, Qiubai
Guo, An-Yuan
author_sort Lin, Ying
collection PubMed
description The maturation process of lymphocyte was related to many blood diseases, such as lymphoma and lymphoid leukemia. Many TFs and miRNAs were separately studied in the development of B and T cells. In this study, we aim to discover the TF and miRNA co-regulation and identify key regulators in the B and T cells maturation. We obtained the candidate genes, miRNAs and TFs for each stage of their maturation, then constructed the TF-miRNA-gene feed-forward loops (FFLs) for each stage by our previous methods. Statistical test for FFLs indicated their enrichment and significance. TF-miRNA co-regulatory networks for each stage were constructed by combining their FFLs. Hub analysis revealed the key regulators in each stage, for example, MYC, STAT5A, PAX5 and miR-17 ~ 92 in the transition of pro-B cells into pre-B cells. We also identified a few common regulators and modules in two stages of B cell maturation (e.g. miR-146a/NFKB1/BCL11A) and two stages of T cell maturation (e.g. miR-20/CCND2/SORL1), as well as some shared regulators in the early stages of both B and T cell development. Our network will help to increase understanding of mature process of B and T cell, as well as the related blood diseases.
format Online
Article
Text
id pubmed-4613730
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-46137302015-10-29 Transcription factor and miRNA co-regulatory network reveals shared and specific regulators in the development of B cell and T cell Lin, Ying Zhang, Qiong Zhang, Hong-Mei Liu, Wei Liu, Chun-Jie Li, Qiubai Guo, An-Yuan Sci Rep Article The maturation process of lymphocyte was related to many blood diseases, such as lymphoma and lymphoid leukemia. Many TFs and miRNAs were separately studied in the development of B and T cells. In this study, we aim to discover the TF and miRNA co-regulation and identify key regulators in the B and T cells maturation. We obtained the candidate genes, miRNAs and TFs for each stage of their maturation, then constructed the TF-miRNA-gene feed-forward loops (FFLs) for each stage by our previous methods. Statistical test for FFLs indicated their enrichment and significance. TF-miRNA co-regulatory networks for each stage were constructed by combining their FFLs. Hub analysis revealed the key regulators in each stage, for example, MYC, STAT5A, PAX5 and miR-17 ~ 92 in the transition of pro-B cells into pre-B cells. We also identified a few common regulators and modules in two stages of B cell maturation (e.g. miR-146a/NFKB1/BCL11A) and two stages of T cell maturation (e.g. miR-20/CCND2/SORL1), as well as some shared regulators in the early stages of both B and T cell development. Our network will help to increase understanding of mature process of B and T cell, as well as the related blood diseases. Nature Publishing Group 2015-10-21 /pmc/articles/PMC4613730/ /pubmed/26487345 http://dx.doi.org/10.1038/srep15215 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Lin, Ying
Zhang, Qiong
Zhang, Hong-Mei
Liu, Wei
Liu, Chun-Jie
Li, Qiubai
Guo, An-Yuan
Transcription factor and miRNA co-regulatory network reveals shared and specific regulators in the development of B cell and T cell
title Transcription factor and miRNA co-regulatory network reveals shared and specific regulators in the development of B cell and T cell
title_full Transcription factor and miRNA co-regulatory network reveals shared and specific regulators in the development of B cell and T cell
title_fullStr Transcription factor and miRNA co-regulatory network reveals shared and specific regulators in the development of B cell and T cell
title_full_unstemmed Transcription factor and miRNA co-regulatory network reveals shared and specific regulators in the development of B cell and T cell
title_short Transcription factor and miRNA co-regulatory network reveals shared and specific regulators in the development of B cell and T cell
title_sort transcription factor and mirna co-regulatory network reveals shared and specific regulators in the development of b cell and t cell
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4613730/
https://www.ncbi.nlm.nih.gov/pubmed/26487345
http://dx.doi.org/10.1038/srep15215
work_keys_str_mv AT linying transcriptionfactorandmirnacoregulatorynetworkrevealssharedandspecificregulatorsinthedevelopmentofbcellandtcell
AT zhangqiong transcriptionfactorandmirnacoregulatorynetworkrevealssharedandspecificregulatorsinthedevelopmentofbcellandtcell
AT zhanghongmei transcriptionfactorandmirnacoregulatorynetworkrevealssharedandspecificregulatorsinthedevelopmentofbcellandtcell
AT liuwei transcriptionfactorandmirnacoregulatorynetworkrevealssharedandspecificregulatorsinthedevelopmentofbcellandtcell
AT liuchunjie transcriptionfactorandmirnacoregulatorynetworkrevealssharedandspecificregulatorsinthedevelopmentofbcellandtcell
AT liqiubai transcriptionfactorandmirnacoregulatorynetworkrevealssharedandspecificregulatorsinthedevelopmentofbcellandtcell
AT guoanyuan transcriptionfactorandmirnacoregulatorynetworkrevealssharedandspecificregulatorsinthedevelopmentofbcellandtcell