Tao Shentong, Zhang Wenli
State Key Laboratory for Crop Genetics and Germplasm Enhancement, Collaborative Innovation Center for Modern Crop Production co-sponsored by Province and Ministry (CIC-MCP), Nanjing Agricultural University, No.1 Weigang, Nanjing, Jiangsu 210095, PR China.
Comput Struct Biotechnol J. 2022 Jul 6;20:3581-3590. doi: 10.1016/j.csbj.2022.07.004. eCollection 2022.
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 and might act as key regulators in the regulation of expression of BS-specific genes, and several TFs exhibited a high collaboration with 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.
与玉米叶肉(M)细胞相比,维管束鞘(BS)细胞在生理、生化和表观遗传水平上表现出显著的结构差异和功能变化。控制M细胞和BS细胞功能差异的调控机制已得到广泛研究。然而,与BS细胞相关的调控网络仍未完全明确。为了解决这一问题,我们在此使用大量M细胞和BS细胞的RNA测序数据集进行了与加权基因共表达网络分析(WGCNA)相关的共表达分析,并鉴定出一个包含384个在BS细胞中高表达(包括20个核心转录因子)而不在M细胞中高表达的基因的模块。根据以核心转录因子为中心的调控网络,我们发现[具体转录因子名称1]和[具体转录因子名称2]可能在BS特异性基因表达调控中起关键调节作用,并且几个[转录因子类型1]转录因子与[转录因子类型2]转录因子表现出高度协作。通过比较组蛋白修饰的富集水平,我们发现与其他具有相似表达水平的BS富集差异表达基因相比,上述模块中的基因更富集组蛋白乙酰化。此外,我们发现一部分在光合作用、蛋白质自我加工和酶活性中起作用的基因显著富集广泛的H3K4me3。因此,我们的研究提供了证据表明调控网络和组蛋白修饰可能在调控BS细胞中具有重要功能的一部分基因中发挥重要作用。