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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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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 |
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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 |
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