Literature DB >> 29186304

Construction of a hierarchical gene regulatory network centered around a transcription factor.

Hairong Wei1,2.   

Abstract

We have modified a multitude of transcription factors (TFs) in numerous plant species and some animal species, and obtained transgenic lines that exhibit phenotypic alterations. Whenever we observe phenotypic changes in a TF's transgenic lines, we are always eager to identify its target genes, collaborative regulators and even upstream high hierarchical regulators. This issue can be addressed by establishing a multilayered hierarchical gene regulatory network (ML-hGRN) centered around a given TF. In this article, a practical approach for constructing an ML-hGRN centered on a TF using a combined approach of top-down and bottom-up network construction methods is described. Strategies for constructing ML-hGRNs are vitally important, as these networks provide key information to advance our understanding of how biological processes are regulated.
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Keywords:  backward elimination random forest; bottom-up graphic Gaussian model algorithm; multilayered hierarchical gene regulatory network; top-down graphic Gaussian Model algorithm; transcription factor

Mesh:

Substances:

Year:  2019        PMID: 29186304     DOI: 10.1093/bib/bbx152

Source DB:  PubMed          Journal:  Brief Bioinform        ISSN: 1467-5463            Impact factor:   11.622


  4 in total

1.  TGMI: an efficient algorithm for identifying pathway regulators through evaluation of triple-gene mutual interaction.

Authors:  Chathura Gunasekara; Kui Zhang; Wenping Deng; Laura Brown; Hairong Wei
Journal:  Nucleic Acids Res       Date:  2018-06-20       Impact factor: 16.971

2.  Growth-regulating factor 5 (GRF5)-mediated gene regulatory network promotes leaf growth and expansion in poplar.

Authors:  Wenqi Wu; Jiang Li; Qiao Wang; Kaiwen Lv; Kang Du; Wenli Zhang; Quanzi Li; Xiangyang Kang; Hairong Wei
Journal:  New Phytol       Date:  2021-02-14       Impact factor: 10.151

3.  Characterization of Expression and Epigenetic Features of Core Genes in Common Wheat.

Authors:  Dongyang Zheng; Wenli Zhang
Journal:  Genes (Basel)       Date:  2022-06-21       Impact factor: 4.141

4.  Two high hierarchical regulators, PuMYB40 and PuWRKY75, control the low phosphorus driven adventitious root formation in Populus ussuriensis.

Authors:  Hanzeng Wang; Solme Pak; Jia Yang; Ye Wu; Wenlong Li; He Feng; Jingli Yang; Hairong Wei; Chenghao Li
Journal:  Plant Biotechnol J       Date:  2022-05-18       Impact factor: 13.263

  4 in total

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