Qi Shuaizheng, Zhao Ruirui, Yan Jichen, Fan Yingming, Huang Chao, Li Hongxuan, Chen Siyuan, Zhang Ting, Kong Lisheng, Zhao Jian, Zhang Jinfeng
College of Biological Science and Biotechnology, Beijing Forestry University, Beijing, China.
Department of Biology, Centre for Forest Biology, University of Victoria, Victoria, BC, Canada.
Front Plant Sci. 2021 Nov 22;12:751866. doi: 10.3389/fpls.2021.751866. eCollection 2021.
Somatic embryogenesis (SE) is a process of somatic cells that dedifferentiate to totipotent embryonic stem cells and generate embryos . Despite recent scientific headway in deciphering the difficulties of somatic embryogenesis, the overall picture of key genes, pathways, and co-expression networks regulating SE is still fragmented. Therefore, deciphering the molecular basis of somatic embryogenesis of hybrid sweetgum remains pertinent. In the present study, we analyzed the transcriptome profiles and gene expression regulation changes via RNA sequencing from three distinct developmental stages of hybrid sweetgum: non-embryogenic callus (NEC), embryogenic callus (EC), and redifferentiation. Comparative transcriptome analysis showed that 19,957 genes were differentially expressed in ten pairwise comparisons of SE. Among these, plant hormone signaling-related genes, especially the auxin and cytokinin signaling components, were significantly enriched in NEC and EC early. The K-means method was used to identify multiple transcription factors, including , and (growth regulating factors). These transcription factors showed distinct stage- or tissue-specific expression patterns mirroring each of the 12 superclusters to which they belonged. For example, the transcription factor family was expressed only at NEC and EC stages, transcription factor was expressed in EC early, and was expressed in late SE. It was noteworthy that the transcription factor family was expressed during the whole SE process, but almost not in roots, stems and leaves. A weighted gene co-expression network analysis (WGCNA) was used in conjunction with the gene expression profiles to recognize the genes and modules that may associate with specific tissues and stages. We constructed co-expression networks and revealed 22 gene modules. Four of these modules with properties relating to embryonic potential, early somatic embryogenesis, and somatic embryo development, as well as some hub genes, were identified for further functional studied. Through a combination analysis of WGCNA and K-means, SE-related genes including and others were obtained, indicating that these genes play an important role in the processes underlying the progression from EC to somatic embryos (SEs) morphogenesis. The transcriptome information provided here will form the foundation for future research on genetic transformation and epigenetic control of plant embryogenesis at a molecular level. In follow-up studies, these data could be used to construct a regulatory network for SE; Key genes obtained from coexpression network analysis at each critical stage of somatic embryo can be considered as potential candidate genes to verify these networks.
体细胞胚胎发生(SE)是体细胞去分化为全能胚胎干细胞并产生胚胎的过程。尽管最近在破解体细胞胚胎发生难题方面取得了科学进展,但调控SE的关键基因、途径和共表达网络的整体情况仍不完整。因此,解读杂种枫香体细胞胚胎发生的分子基础仍然具有重要意义。在本研究中,我们通过RNA测序分析了杂种枫香三个不同发育阶段:非胚性愈伤组织(NEC)、胚性愈伤组织(EC)和再分化阶段的转录组图谱及基因表达调控变化。比较转录组分析表明,在SE的十对比较中有19,957个基因差异表达。其中,植物激素信号相关基因,尤其是生长素和细胞分裂素信号成分,在NEC和早期EC中显著富集。采用K均值法鉴定了多个转录因子,包括GRF(生长调控因子)等。这些转录因子呈现出不同的阶段或组织特异性表达模式,反映了它们所属的12个超级聚类中的每一个。例如,GRF转录因子家族仅在NEC和EC阶段表达,WRKY转录因子在早期EC中表达,而MYB在SE后期表达。值得注意的是,GRAS转录因子家族在整个SE过程中都有表达,但在根、茎和叶中几乎不表达。结合基因表达谱,使用加权基因共表达网络分析(WGCNA)来识别可能与特定组织和阶段相关的基因和模块。我们构建了共表达网络并揭示了22个基因模块。确定了其中四个与胚胎潜能、早期体细胞胚胎发生和体细胞胚胎发育相关的模块以及一些枢纽基因,用于进一步的功能研究。通过WGCNA和K均值的联合分析,获得了包括GRF等与SE相关的基因,表明这些基因在从EC到体细胞胚胎(SEs)形态发生的过程中发挥重要作用。这里提供的转录组信息将为未来在分子水平上研究植物胚胎发生的遗传转化和表观遗传控制奠定基础。在后续研究中,这些数据可用于构建SE的调控网络;在体细胞胚胎每个关键阶段通过共表达网络分析获得的关键基因可被视为验证这些网络的潜在候选基因。