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Network and epigenetic characterization of subsets of genes specifically expressed in maize bundle sheath cells

Bundle sheath (BS) cells exhibit dramatically structural differences and functional variations at physiological, biochemical and epigenetic levels as compared to mesophyll (M) cells in maize. The regulatory mechanisms controlling functional divergences between M and BS have been extensively investig...

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Autores principales: Tao, Shentong, Zhang, Wenli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9287181/
https://www.ncbi.nlm.nih.gov/pubmed/35860403
http://dx.doi.org/10.1016/j.csbj.2022.07.004
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author Tao, Shentong
Zhang, Wenli
author_facet Tao, Shentong
Zhang, Wenli
author_sort Tao, Shentong
collection PubMed
description Bundle sheath (BS) cells exhibit dramatically structural differences and functional variations at physiological, biochemical and epigenetic levels as compared to mesophyll (M) cells in maize. The regulatory mechanisms controlling functional divergences between M and BS have been extensively investigated. However, BS cell-related regulatory networks are still not completely characterized. To address this, we herein conducted WGCNA-related co-expression assays using bulk M and BS cell RNA-seq data sets and identified a module containing 384 genes highly expressed in BS cells (including 20 hub TFs) instead of M cells. According to the hub TF centered regulatory network, we found that Dof22 and Dof30 might act as key regulators in the regulation of expression of BS-specific genes, and several MYB TFs exhibited a high collaboration with Dof TFs. By comparing the enrichment levels of histone modifications, we found that genes in the aforementioned module were more enriched with histone acetylation as compared to other BS-enriched DEGs with similar expression levels. Moreover, we found that a subset of genes functioning in photosynthesis, protein auto processing and enzymatic activities were significantly enriched with broad H3K4me3. Thus, our study provides evidence showing that regulatory network and histone modifications may play vital roles in the regulation of a subset of genes with important functions in BS cells.
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spelling pubmed-92871812022-07-19 Network and epigenetic characterization of subsets of genes specifically expressed in maize bundle sheath cells Tao, Shentong Zhang, Wenli Comput Struct Biotechnol J Research Article Bundle sheath (BS) cells exhibit dramatically structural differences and functional variations at physiological, biochemical and epigenetic levels as compared to mesophyll (M) cells in maize. The regulatory mechanisms controlling functional divergences between M and BS have been extensively investigated. However, BS cell-related regulatory networks are still not completely characterized. To address this, we herein conducted WGCNA-related co-expression assays using bulk M and BS cell RNA-seq data sets and identified a module containing 384 genes highly expressed in BS cells (including 20 hub TFs) instead of M cells. According to the hub TF centered regulatory network, we found that Dof22 and Dof30 might act as key regulators in the regulation of expression of BS-specific genes, and several MYB TFs exhibited a high collaboration with Dof TFs. By comparing the enrichment levels of histone modifications, we found that genes in the aforementioned module were more enriched with histone acetylation as compared to other BS-enriched DEGs with similar expression levels. Moreover, we found that a subset of genes functioning in photosynthesis, protein auto processing and enzymatic activities were significantly enriched with broad H3K4me3. Thus, our study provides evidence showing that regulatory network and histone modifications may play vital roles in the regulation of a subset of genes with important functions in BS cells. Research Network of Computational and Structural Biotechnology 2022-07-06 /pmc/articles/PMC9287181/ /pubmed/35860403 http://dx.doi.org/10.1016/j.csbj.2022.07.004 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Tao, Shentong
Zhang, Wenli
Network and epigenetic characterization of subsets of genes specifically expressed in maize bundle sheath cells
title Network and epigenetic characterization of subsets of genes specifically expressed in maize bundle sheath cells
title_full Network and epigenetic characterization of subsets of genes specifically expressed in maize bundle sheath cells
title_fullStr Network and epigenetic characterization of subsets of genes specifically expressed in maize bundle sheath cells
title_full_unstemmed Network and epigenetic characterization of subsets of genes specifically expressed in maize bundle sheath cells
title_short Network and epigenetic characterization of subsets of genes specifically expressed in maize bundle sheath cells
title_sort network and epigenetic characterization of subsets of genes specifically expressed in maize bundle sheath cells
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9287181/
https://www.ncbi.nlm.nih.gov/pubmed/35860403
http://dx.doi.org/10.1016/j.csbj.2022.07.004
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