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Interaction of plant roots with arbuscular mycorrhizal fungi (AMF) is a complex trait resulting in cooperative interactions among the two symbionts including bidirectional exchange of resources. To study arbuscular mycorrhizal symbiosis (AMS) trait variation in the model plant Lotus japonicus, we performed an integrated multi‐omics analysis with a focus on plant and fungal phospholipid (PL) metabolism and biological significance of lysophosphatidylcholine (LPC). Our results support the role of LPC as a bioactive compound eliciting cellular and molecular response mechanisms in Lotus. Evidence is provided for large interspecific chemical diversity of LPC species among mycorrhizae with related AMF species. Lipid, gene expression and elemental profiling emphasize the Lotus–Glomus intraradices interaction as distinct from other arbuscular mycorrhizal (AM) interactions. In G. intraradices, genes involved in fatty acid (FA) elongation and biosynthesis of unsaturated FAs were enhanced, while in Lotus, FA synthesis genes were up‐regulated during AMS. Furthermore, FAS protein localization to mitochondria suggests FA biosynthesis and elongation may also occur in AMF. Our results suggest the existence of interspecific partitioning of PL resources for generation of LPC and novel candidate bioactive PLs in the Lotus–G. intraradices symbiosis. Moreover, the data advocate research with phylogenetically diverse Glomeromycota species for a broader understanding of the molecular underpinnings of AMS.  相似文献   

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球囊菌胁迫中华蜜蜂幼虫肠道过程中病原的转录组学研究   总被引:5,自引:0,他引:5  
【目的】本研究利用RNA-seq技术对球囊菌胁迫的中华蜜蜂(中蜂)幼虫肠道进行深度测序,经趋势分析得到差异表达基因(DEGs)的显著表达模式,进而对胁迫过程中的球囊菌进行转录组学分析。【方法】利用Illumina HiSeq 2500平台对球囊菌胁迫的中蜂幼虫肠道进行深度测序,并利用相关软件进行了深入分析。最后,通过RT-qPCR对RNA-seq数据进行了验证。【结果】本研究共得到球囊菌的41133932条高质量clean reads。22865个DEGs共聚类为8个基因表达模式,其中,16769个DEGs聚类为2个显著上调趋势与2个显著下调趋势。GO富集分析结果显示,显著上调与显著下调趋势中的DEGs分别富集于40与37个GO term,基因富集数最多的为细胞进程(2486 unigenes)。KEGG代谢通路(pathway)富集分析结果显示,显著上调与显著下调趋势中的DEGs分别富集于119和112个pathway,基因富集数最多的分别是氨基酸生物合成(127 unigenes)与核糖体(98 unigenes)。进一步分析表明球囊菌在胁迫中蜂幼虫肠道的过程中通过提高物质合成促进其增殖,而宿主通过抑制球囊菌的蛋白合成抵御病原入侵。富集在MAPK信号通路的11个DEGs的表达水平随着胁迫时间的延长而逐渐下降,推测中蜂幼虫通过抑制该通路而阻遏球囊菌增殖。【结论】本研究不仅为揭示白垩病过程中的球囊菌-中蜂幼虫互作提供了重要信息,也为阐明不同抗性蜂种的球囊菌抗性差异奠定了基础。  相似文献   

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【目的】通过分析NaCl胁迫下哈茨木霉(Trichoderma harzianum)ACCC32524转录组和代谢组数据,研究差异表达基因及次级代谢产物的变化情况,初步探索响应NaCl胁迫的分子机制。【方法】利用Illumina HiSeq XTen高通量测序平台完成0、0.4、0.6 mol/L NaCl浓度胁迫培养下哈茨木霉ACCC32524的转录组测序,GC-TOF-MS技术完成对0mol/L和0.6mol/LNaCl胁迫培养下的差异次级代谢产物检测,利用相关软件及数据库对差异表达基因(DEGs)和次级代谢产物的注释、筛选和分类,并进行RT-qPCR验证。【结果】本研究分别得到0.4 mol/L和0.6 mol/L NaCl胁迫下417和733条差异表达基因;GO富集分析显示,分别有318和582条差异表达基因注释到生物学过程、分子功能和细胞组分3个一级分类和40个二级分类;COG分类结果表明分别有232和414条转录本为20个类别,涉及差异表达基因最多的分别为氨基酸的转运和代谢、一般功能预测、碳水化合物的转运和代谢;KEGG代谢途径分析结果表明,分别有75和96条基因归到25个代谢通路中(P≤0.05),其中涉及差异基因最多的是氨基酸的生物合成和2-氧代羧酸代谢通路。从转录组数据中共筛选出与渗透调节、离子转运、活性氧清除等22个耐盐相关基因。0 mol/L和0.6 mol/L NaCl胁迫下的代谢组数据中共筛选出101个差异次级代谢产物,包括8种积累量上调和93种下调物质,其中36个得到定性,分属于糖类、有机酸和氨基酸等9个分类中。RT-qPCR验证挑选的差异表达基因的表达量变化,均与RNA-seq分析结果一致。【结论】NaCl胁迫下引起哈茨木霉ACCC32524基因及次级代谢产物发生明显变化,细胞代谢途径发生明显偏移,这些进程共同作用减少NaCl对细胞的毒害作用,为木霉菌的耐盐机理研究提供重要信息。  相似文献   

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The co-existence of two arbuscular mycorrhizal fungal (AMF) species, Glomus intraradices and Glomus claroideum, in the root systems of plants was investigated in a greenhouse experiment aimed at reconstructing interactions during an early stage of primary succession on a coal-mine spoil bank in Central Europe. Two plant species, Tripleurospermum inodorum and Calamagrostis epigejos, were inoculated either with one or both AMF species. Fungal development, determined by trypan blue and alkaline phosphatase staining as well as by PCR amplification of rRNA genes with species-specific primers, and the expression of five genes with different metabolic functions in the intraradical structures of G. intraradices were followed after 6 and 9 weeks of cultivation. The two AMF closely co-existed in the root systems of both plants possibly through similar colonisation rates and competitivity. Inoculation with the two fungi, however, did not bring any additional benefit to the host plants in comparison with single inoculation; moreover, plant growth depression observed after inoculation with G. claroideum persisted also in mixed inoculation. The expression of all the assayed G. intraradices genes was affected either by host plant or by co-inoculation with G. claroideum. The effects of both factors depended on the time of sampling, which underlines the importance of addressing this topic in time-course studies.  相似文献   

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为了解东乡野生稻(Oryza rufipogon)对低温胁迫的响应机制,对苗期的RNA-seq转录表达谱进行了研究。结果表明,与对照相比,共检测到10 200个差异表达基因(DEGs),其中5 201个上调表达,4 999个下调表达,其中有426个DEGs位于已报道的水稻耐冷QTL区间,且37个为耐冷调控相关的家族基因。GO功能分类和KEGG代谢路径分析表明,核酸结合转录因子活性、氨基酸生物合成以及光合作用代谢等均参与响应低温胁迫过程。实时荧光定量分析表明,ABA响应蛋白基因、MYB转录因子和40S核糖体蛋白SA基因等12个可能与低温胁迫响应相关的DEGs表达模式与RNA-seq的一致。可见,植物激素传导途径和转录因子相关调控基因在东乡野生稻苗期响应低温胁迫过程中起重要作用。  相似文献   

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为更好地挖掘八角(Illicium verum)挥发油合成相关基因,该文对挥发油性状差异显著的优良无性系桂角69号及普通品种砧01号叶片进行了转录组测序及组装注释,并对差异表达基因进行了GO分类和KEGG通路分析。结果表明:(1)转录本经组装后获得84 182条序列,使用NR、NT、Swiss-Prot、KEGG、KOG、GO和Pfam数据库进行序列比对,共注释了59 161条序列,筛选出30 572个差异表达基因。与砧01号相比,桂角69号叶片中上调基因有15 025个,下调基因有15 547个。(2)GO分类结果显示共有20 287个差异基因被注释。KEGG分析结果表明,有21 600个差异基因被注释到133条KEGG通路上,其中挥发油合成相关的单萜生物合成通路、萜类骨架生物合成通路、苯丙素合成通路中的芳樟醇合酶、月桂烯合酶、香叶基香叶基焦磷酸合酶、肉桂酰辅酶A还原酶、咖啡酸3-O-甲基转移酶、肉桂醇脱氢酶等关键酶基因呈差异表达。(3)转录因子分析发现差异表达基因分布于31个转录因子家族,其中MYB家族序列数量最多。该文利用转录组测序技术分析八角优良无性系与普通品种叶片的差异基因及...  相似文献   

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Panax ginseng and Panax quinquefolius of Panax genus are valuable as health foods as well as pharmaceuticals for the treatment of cancer, diabetes and ageing as these plants possess saponins. In the current study, Cell and adventitious root cultures of P. ginseng and P. quinquefolius were investigated for the biomass, cell division, saponin content and ginsenosides profile from four lines namely P. quinquefolius (AM), P. ginseng mountain (Mt.) Baekdu line, P. ginseng Cheong-sol line (CS) and P. ginseng CBN line (CBN) with the objective of comparing cell and adventitious root systems to check their efficacy for the production of ginseng saponins. Additionally, genes related to ginsenoside biosynthesis were also analyzed concerning to cell and adventitious root lines. The results indicated that various cell lines were better in multiplication and growth compared to adventitious root lines. However, adventitious root lines showed higher accumulation of dry biomass (1.5–2 fold) than that of cell lines. CS adventitious root line showed higher saponin content and ginsenoside productivity (10.48 mg·g?1 DW, 12.88 mg·L?1, respectively) than that of CS cell line (9.50 mg·g?1 DW, 2.39 mg·L?1, respectively). Especially, Rd ginsenoside productivity of CS adventitious root line recorded fourfold higher than CS cell line. Genes which are related to ginsenoside biosynthesis such as P. ginseng squalene synthase (PgSS2), P. ginseng squalene epoxidase (PgSE2), P. ginseng protopanaxadial synthase (PgPPDS) and P. ginseng protopanaxatriol synthase (PgPPTS) were analyzed by real time quantitative polymerase chain reaction to support ginsenoside production. The adventitious root culture system described in this study is useful system for biomass and ginsenoside production.  相似文献   

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Increased salinization of arable land is expected to have devastating global effects in the coming years. Arbuscular mycorrhizal fungi (AMF) have been shown to improve plant tolerance to abiotic environmental factors such as salinity, but they can be themselves negatively affected by salinity. In this study, the first in vitro experiment analyzed the effects of 0, 50, or 100 mM NaCl on the development and sporulation of Glomus intraradices. In the second experiment, the effects of mycorrhization on the expression of key plant genes expected to be affected by salinity was evaluated. Results showed that the assayed isolate G. intraradices DAOM 197198 can be regarded as a moderately salt-tolerant AMF because it did not significantly decrease hyphal development or formation of branching absorbing structures at 50 mM NaCl. Results also showed that plants colonized by G. intraradices grew more than nonmycorrhizal plants. This effect was concomitant with a higher relative water content in AM plants, lower proline content, and expression of Lsp5cs gene (mainly at 50 mM NaCl), lower expression of the stress marker gene Lslea gene, and lower content of abscisic acid in roots of mycorrhizal plants as compared to nonmycorrhizal plants, which suggest that the AM fungus decreased salt stress injury. In addition, under salinity, AM symbiosis enhanced the expression of LsPIP1. Such enhanced gene expression could contribute to regulating root water permeability to better tolerate the osmotic stress generated by salinity.  相似文献   

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意大利蜜蜂哺育蜂学习记忆相关基因的转录组学分析   总被引:1,自引:0,他引:1  
【目的】筛选与意大利蜜蜂Apis mellifera ligustica哺育蜂学习记忆密切相关的基因。【方法】在人工组建意大利蜜蜂蜂群中收集10日龄哺育蜂、21日龄哺育蜂、21日龄采集蜂,通过喙伸反应(proboscis extension reflex, PER)实验测定这3组样本之间学习记忆能力的差异。利用RNA-seq技术对具有学习能力和不具有学习能力的10日龄哺育蜂和21日龄哺育蜂脑中基因表达量进行全面分析,筛选出与哺育蜂学习记忆密切相关的差异表达基因(DEGs),并对这些差异表达基因进行GO和KEGG富集分析。qPCR检测随机选取的3个DEGs(上调基因TpnCⅢa和MED23以及下调基因Pkc)在具有学习能力和不具有学习能力的10日龄哺育蜂和21日龄哺育蜂脑中的表达量。【结果】PER实验结果显示,经过5次训练后,意大利蜜蜂21日龄哺育蜂的学习能力显著高于10日龄哺育蜂的,而21日龄哺育蜂和21日龄采集蜂的学习能力无显著差异;同样地,21日龄哺育蜂的记忆能力显著高于10日龄哺育蜂的,而21日龄哺育蜂和21日龄采集蜂的记忆能力无显著差异。RNA-seq分析筛选到88个与哺育蜂学习记忆密切相关的DEGs,其中18个上调表达,70个下调表达。GO富集结果显示,上调DEGs在生物学进程分类中富集的基因数最多,主要富集在信号转导、蛋白质加工修饰相关;下调DEGs也是在生物学进程分类中富集的基因数最多,主要富集在转录、信号转导、蛋白质生物合成相关,其中显著性富集在转录相关。KEGG富集结果显示,下调DEGs显著性富集在吞噬、光转导、AGE-RAGE信号通路。qPCR结果显示差异表达基因TpnCⅢa,MED23和Pkc在具有学习能力和不具有学习能力的10日龄哺育蜂和21日龄哺育蜂脑中的表达水平的变化趋势与RNA-seq数据中的变化趋势一致。【结论】PER实验表明日龄是影响意大利蜜蜂哺育蜂的学习和记忆能力的重要因素;同时本研究获得学习后哺育蜂脑部的基因表达变化趋势和富集分析,为深入研究哺育蜂学习记忆的分子机制奠定了重要的理论基础。  相似文献   

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