Brassica rapa L.

芸苔属
  • 文章类型: Journal Article
    背景:DNA甲基化可以迅速变化以调节应激反应基因的表达。以往的研究表明,冬油菜在不同的选择环境下驯化后,其抗寒性存在显著差异;然而,对其抗寒性形成的表观遗传调控机制知之甚少。
    方法:四种冬季油菜籽材料(\'CT-2360\',\'MXW-1\',\'2018-FJT\',选择在不同环境下驯化的\'DT-7\'),使用甲基化敏感的扩增多态性技术,用60对引物对分析低温下的DNA甲基化水平和模式变化。
    结果:共筛选出18对多态性良好的引物,扩增了1426条清晰的条带,有594个甲基化位点,占扩增条带总数的41.65%。低温处理后四种材料的总甲基化率降低,其中“CT-2360”的DNA甲基化水平高于其他三种材料;甲基化模式分析显示,去甲基化程度高于“MXW-1”中的甲基化程度,\'2018-FJT\',和\'DT-7\',是22.99%,19.77%,和24.35%,分别,CT-2360中的甲基化事件占22.95%,占主导地位。随机抽取53个多态性甲基化DNA片段,29个克隆片段与已知功能的基因同源。候选基因VQ22和LOC103871127验证了低温处理前后不同表达模式的存在。
    结论:我们的工作暗示了DNA甲基化在冬油菜抗寒性形成中的关键作用。这些结果为油菜对低温的适应表观遗传调控机制提供了全面的见解。鉴定出的差异甲基化基因也可作为耐冬品种多边育种的重要遗传资源。
    BACKGROUND: DNA methylation can change rapidly to regulate the expression of stress-responsive genes. Previous studies have shown that there are significant differences in the cold resistance of winter rapeseed (Brassica rapa L.) after being domesticated in different selection environments; however, little is known about the epigenetic regulatory mechanisms of its cold resistance formation.
    METHODS: Four winter rapeseed materials (\'CT-2360\', \'MXW-1\', \'2018-FJT\', and \'DT-7\') domesticated in different environments were selected to analyze the DNA methylation level and pattern changes under low temperature using methylation-sensitive amplified polymorphism technology with 60 primer pairs.
    RESULTS: A total of 18 pairs of primers with good polymorphism were screened, and 1426 clear bands were amplified, with 594 methylation sites, accounting for 41.65% of the total amplified bands. The total methylation ratios of the four materials were reduced after low-temperature treatment, in which the DNA methylation level of \'CT-2360\' was higher than that of the other three materials; the analysis of methylation patterns revealed that the degree of demethylation was higher than that of methylation in \'MXW-1\', \'2018-FJT\', and \'DT-7\', which were 22.99%, 19.77%, and 24.35%, respectively, and that the methylation events in \'CT-2360\' were predominantly dominant at 22.95%. Fifty-three polymorphic methylated DNA fragments were randomly selected and further analyzed, and twenty-nine of the cloned fragments were homologous to genes with known functions. The candidate genes VQ22 and LOC103871127 verified the existence of different expressive patterns before and after low-temperature treatment.
    CONCLUSIONS: Our work implies the critical role of DNA methylation in the formation of cold resistance in winter rapeseed. These results provide a comprehensive insight into the adaptation epigenetic regulatory mechanism of Brassica rapa L. to low temperature, and the identified differentially methylated genes can also be used as important genetic resources for the multilateral breeding of winter-resistant varieties.
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  • 文章类型: Journal Article
    种皮颜色是园艺作物如芸苔属中的重要农艺性状,其特征在于棕色或黄色种皮着色。先前的芸苔属研究表明,BrTTG1负责种皮原花青素的形成,它依赖于MYB-bHLH-WD40复合物,而一些研究报道透明TESTAGLABRA1(TTG1)直接与类黄酮途径的结构基因启动子相互作用。
    这里,以棕色种子自交系B147和ttg1黄色种子自交系B80突变体作为植物材料进行基因表达水平分析,基因启动子克隆和瞬时过表达。
    分析确定了涉及类黄酮生物合成途径的11个结构基因,这可能是BrTTG1依赖性种皮原花青素形成的原因。克隆了这些基因的启动子并鉴定了顺式作用元件。酵母单杂交和双荧光素酶测定证实,BrTTG1与proCHS-Bra008792,proDFR-Bra027457,proTT12-Bra003361,proTT19-Bra008570,proTT19-Bra023602和proAHA10-Bra016610直接且独立地相互作用。还鉴定了TTG1结合基序(RTWWGTRGM)。过表达TTG1的黄籽双歧杆菌近交系通过增加相关基因的表达水平来诱导原花青素的积累。
    我们的研究公布了,第一次,芸苔中TTG1与类黄酮生物合成途径结构基因启动子和谷胱甘肽S-转移酶的直接相互作用。此外,我们已经确定了一个新的TTG1结合基序,为进一步探索TTG1的功能和种皮中原花青素的积累提供了依据。
    UNASSIGNED: Seed coat color is a significant agronomic trait in horticultural crops such as Brassica rapa which is characterized by brown or yellow seed coat coloration. Previous Brassica rapa studies have shown that BrTTG1 is responsible for seed coat proanthocyanidin formation, which is dependent on the MYB-bHLH-WD40 complex, whereas some studies have reported that TRANSPARENT TESTA GLABRA 1 (TTG1) directly interacts with the structural gene promoters of the flavonoid pathway.
    UNASSIGNED: Herein, the brown-seeded inbred B147 and ttg1 yellow-seeded inbred B80 mutants were used as plant materials for gene expression level analysis, gene promoter clone and transient overexpression.
    UNASSIGNED: The analysis identified eleven structural genes involved in the flavonoid biosynthesis pathway, which are potentially responsible for BrTTG1- dependent seed coat proanthocyanidin formation. The promoters of these genes were cloned and cis-acting elements were identified. Yeast one-hybrid and dual-luciferase assays confirmed that BrTTG1 directly and independently interacted with proCHS-Bra008792, proDFR-Bra027457, proTT12-Bra003361, proTT19-Bra008570, proTT19-Bra023602 and proAHA10-Bra016610. A TTG1-binding motif (RTWWGTRGM) was also identified. Overexpression of TTG1 in the yellow-seed B. rapa inbred induced proanthocyanidin accumulation by increasing the expression levels of related genes.
    UNASSIGNED: Our study unveiled, for the first time, the direct interaction between TTG1 and the promoters of the flavonoid biosynthesis pathway structural genes and glutathione S-transferases in Brassica rapa. Additionally, we have identified a novel TTG1-binding motif, providing a basis for further exploration into the function of TTG1 and the accumulation of proanthocyanidins in seed coats.
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  • 文章类型: Journal Article
    气候变化增加了影响植物的多变天气模式。为了解决这些问题,我们开发了一种针对泡菜白菜(BrassicarapaL.subsp。pekinensis)。我们选择了三种细菌菌株(Leifsoniasp。CS9,丰田芽孢杆菌TSJ7和辣椒芽孢杆菌TT41),因为它们在用30%PEG6000处理时显示出高达50%的存活率和良好的生长速率。用泡菜甘蓝处理这三个菌株,以证实它们在非浇水条件下增强的干旱胁迫抗性。在这三个菌株中,在第7天,与阴性对照相比,TT41处理组显示各种植物参数的显著增加。我们对泡菜白菜和TT41菌株的初级和次级代谢产物进行了广泛的分析。多变量和途径分析显示,只有TT41组与水分充足的组聚集在一起,并且在第7天显示出几乎相同的代谢组。当用TT41处理时,乳酸被鉴定为显著改善干旱胁迫耐受性的指示代谢物。此外,乳酸处理有效诱导泡菜甘蓝的干旱胁迫耐受性,与TT41菌株相似。
    Climate change has increased variable weather patterns that affect plants. To address these issues, we developed a microbial biocontrol agent against drought stress in kimchi cabbage (Brassica rapa L. subsp. pekinensis). We selected three bacterial strains (Leifsonia sp. CS9, Bacillus toyonensis TSJ7, and Lysinibacillus capsici TT41) because they showed a survival rate of up to 50% and good growth rate when treated with 30% PEG 6000. The three strains were treated with kimchi cabbage to confirm their enhanced drought stress resistance under non-watering conditions. Among the three strains, the TT41 treated group showed a significant increase in various plant parameters compared with the negative control on the 7th day. We performed extensive profiling of primary and secondary metabolites from kimchi cabbage and the TT41 strain. Multivariate and pathway analyses revealed that only the TT41 group clustered with the well-watered group and showed almost the same metabolome on the 7th day. When treated with TT41, lactic acid was identified as an indicator metabolite that significantly improved drought stress tolerance. Furthermore, lactic acid treatment effectively induced drought stress tolerance in kimchi cabbage, similar to that achieved with the TT41 strain.
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  • 文章类型: Journal Article
    我们先前已经显示了Nozawana(BrassicarapaL.)的免疫刺激作用。在这份报告中,我们确定了Nozawana多糖(NPS)的特性,并评估了巨噬细胞激活介导的NPS的免疫调节作用和抗肿瘤活性。通过凝胶过滤色谱法测定NPS的分子量,平均分子量为约100.6kDa。HPLC分析表明,NPS含有葡萄糖,半乳糖醛酸,半乳糖,和阿拉伯糖。NPS以Toll样受体(TLR)2和TLR4依赖性方式增加巨噬细胞产生的细胞因子和一氧化氮(NO)。此外,NPS通过肿瘤坏死因子-α诱导在NPS处理的巨噬细胞的条件培养基中培养的4T1鼠乳腺癌细胞显着凋亡。在荷瘤小鼠模型中,与对照小鼠相比,NPS治疗小鼠的肿瘤生长显著降低.这些结果支持NPS作为健康食品中发现的免疫治疗材料的潜在用途。
    We have previously shown the immunostimulatory effects by Nozawana (Brassica rapa L.). In this report, we determined the characteristics of Nozawana polysaccharide (NPS) and evaluated the immunomodulatory effects and anti-tumor activity of NPS mediated by macrophage activation. The molecular weight of NPS was determined by gel filtration chromatography with an average molecular weight of approximately 100.6 kDa. HPLC analysis showed that NPS contained glucose, galacturonic acid, galactose, and arabinose. NPS increased cytokine and nitric oxide (NO) production by macrophages in a Toll-like receptor (TLR)2 and TLR4-dependent manner. Furthermore, NPS induced apoptosis significantly against 4T1 murine breast cancer cells cultured in conditioned medium from NPS-treated macrophages through tumor necrosis factor-α. In tumor-bearing mouse model, tumor growth was significantly reduced in NPS-treated mice compared with control mice. These results support the potential use of NPS as an immunotherapeutic material found in health food products.
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  • 文章类型: Journal Article
    运动性疲劳是对长时间体力活动的常见生理反应,通常与肠道微生物群和代谢反应的变化有关。本研究调查了芸苔属植物在调节这些反应中的潜在作用。使用受到慢性运动引起的应激的动物模型,我们探索了芸苔属植物对疲劳相关生物标志物的影响,能量代谢基因,炎症反应,肠道完整性,和肠道菌群组成。我们的发现表明,芸苔属植物具有显着的抗氧化活性,并有效地调节对疲劳的生理反应。它通过AMPK/PGC-1α/TFAM信号通路影响肌肉组织中与三羧酸(TCA)循环相关的基因表达。此外,已发现芸苔属植物通过抑制脂多糖(LPS)感染和抑制NF-κB途径的激活来减轻炎症。它还保持肠道完整性并控制革兰氏阴性细菌的生长。相关性分析确定了几种与炎症和能量代谢有关的致病菌,以及与改善能量代谢和减少炎症相关的有益益生菌。这些发现强调了芸苔属植物治疗长期运动性疲劳的潜力,为未来的治疗应用铺平了道路。结果强调了其对肠道微生物群调节的影响及其在营养科学和运动医学中的作用。
    Exercise-induced fatigue is a common physiological response to prolonged physical activity, often associated with changes in gut microbiota and metabolic responses. This study investigates the potential role of Brassica rapa L. in modulating these responses. Using an animal model subjected to chronic exercise-induced stress, we explored the effects of Brassica rapa L. on fatigue-related biomarkers, energy metabolism genes, inflammatory responses, intestinal integrity, and gut microbiota composition. Our findings revealed that Brassica rapa L. exhibits significant antioxidant activity and effectively modulates physiological responses to fatigue. It influences gene expression related to the tricarboxylic acid (TCA) cycle in muscle tissue through the AMPK/PGC-1α/TFAM signaling pathway. Furthermore, Brassica rapa L. has been found to alleviate inflammation by inhibiting lipopolysaccharide (LPS) infection and suppressing the activation of the NF-κB pathway. It also maintains intestinal integrity and controls Gram-negative bacterial growth. A correlation analysis identified several pathogenic bacteria linked with inflammation and energy metabolism, as well as beneficial probiotic bacteria associated with improved energy metabolism and reduced inflammation. These findings underscore Brassica rapa L.\'s potential for managing prolonged exercise-induced fatigue, paving the way for future therapeutic applications. The results highlight its impact on gut microbiota modulation and its role in nutrition science and sports medicine.
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  • 文章类型: Journal Article
    Sunki是一种无盐的乳酸发酵泡菜,由Kiso地区的红色萝卜叶制成,日本。sunki发酵过程中pH值的意外下降不足严重降低了产品质量。为了深入了解不足的减少是如何发生的,我们全面分析了三种不同萝卜收获物制成的sunki的微生物和化学性质的差异,发现它们的最终pH值存在显着差异。微生物群和代谢组分析表明,pH值下降不足与化学成分(低乳酸和高氨水平)和细菌群落结构(低乳杆菌和高乳杆菌)密切相关。体外sunki发酵实验表明,积累的氨与谷氨酰胺的减少和谷氨酸的增加有关。罗伊利氏杆菌,一种具有异型乳酸代谢的乳酸菌,被认为是导致sunki发酵过程中与积累的氨有关的pH值下降不足的主要原因。
    Sunki is an unsalted lactic fermented pickle made from red turnip leaves in the Kiso district, Japan. Accidental insufficient decrease in pH during sunki fermentation seriously reduces the product quality. To obtain insights into how the insufficient decrease occurs, we comprehensively analyzed differences in the microbiological and chemical properties of sunki made from three different turnip harvests and found a significant difference in their final pH. Microbiota and metabolome analyses revealed that the insufficient pH decrease showed strong relationships with the chemical composition (low lactic acid and high ammonia levels) and bacterial community structure (low Lactobacillus and high Limosilactobacillus). In vitro sunki fermentation experiments demonstrated that accumulated ammonia was associated with a decrease in glutamine and an increase in glutamic acid. Limosilactobacillus reuteri, a species of lactic acid bacteria possessing heterolactic metabolism, was suggested to be mainly responsible for insufficient decrease in pH related to accumulated ammonia during sunki fermentation.
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  • 文章类型: Journal Article
    植物中最大的基因家族被发现是谷胱甘肽转移酶(GSTs),在调节植物生长方面发挥了重要作用,发展,和应激反应。在GSTs基因家族中,发现成员在植物的低温响应过程中起着至关重要的作用。一项全面的研究确定了总共70个BraGSTs基因。聚类分析结果表明,甘蓝型油菜中的BraGSTs(B.rapa)可以分为八个亚家族,并且在十个染色体上分布不均。发现39个BraGSTs基因被组织成15个串联基因簇,启动子含有多个与低温反应相关的顺式元件。观察到冷胁迫刺激15个基因的表达,BraGSTF2基因表达水平最高,表明其显著参与冬季B.rapa对低温胁迫的反应。BraGSTF2蛋白的亚细胞定位分析表明其在细胞膜和细胞核中的潜在表达。对BraGSTF2转基因拟南芥品系的抗逆性分析表明,该基因的过表达导致SOD水平显着升高,POD活动,和SP含量与暴露于低温后的野生型相比。这些水平在治疗24小时后达到峰值。相反,与野生型(WT)拟南芥(ArabidopsisthalianaL.)相比,转基因植物中的MDA含量较低。此外,BraGSTF2转基因拟南芥的存活率高于WT拟南芥,这表明BraGSTF2基因可能在增强冬季B.rapa的耐寒能力中起着至关重要的作用。本研究为进一步研究BraGSTs基因在冬季B.rapa抗寒性分子调控中的作用奠定了基础。
    The largest gene families in plants were found to be Glutathione transferases (GSTs), which played significant roles in regulating plant growth, development, and stress response. Within the GSTs gene family, members were found to play a crucial role in the low-temperature response process of plants. A comprehensive study identified a total of 70 BraGSTs genes. Cluster analysis results demonstrated that the BraGSTs in Brassica rapa (B. rapa) could be categorized into eight sub-families and were unevenly distributed across ten chromosomes. The 39 BraGSTs genes were found to be organized into 15 tandem gene clusters, with the promoters containing multiple cis-elements associated with low-temperature response. Cold stress was observed to stimulate the expression of 15 genes, with the BraGSTF2 gene exhibiting the highest level of expression, suggesting its significant involvement in winter B. rapa\'s response to low-temperature stress. Subcellular localization analysis of the BraGSTF2 protein indicated its potential expression in both the cell membrane and nucleus. The analysis of stress resistance in BraGSTF2 transgenic Arabidopsis thaliana lines demonstrated that the over-expression of this gene resulted in significantly elevated levels of SOD, POD activity, and SP content compared to the wild type following exposure to low temperatures. These levels reached their peak after 24 h of treatment. Conversely, the MDA content was lower in the transgenic plants compared to the wild-type (WT) Arabidopsis (Arabidopsis thaliana L.). Additionally, the survival rate of BraGSTF2 transgenic Arabidopsis was higher than that of the WT Arabidopsis thaliana, suggesting that the BraGSTF2 gene may play a crucial role in enhancing the cold stress tolerance of winter B. rapa. This study lays a foundation for further research on the role of the BraGSTs gene in the molecular regulation of cold resistance in winter B. rapa.
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  • 文章类型: Journal Article
    广泛的航天生命调查(SLI)揭示了对植物的可观察空间影响,特别是他们的成长,营养产量,和次级代谢产物的产生。对这些影响的了解不仅促进了太空农业和生物制药技术的发展,而且为地面调查提供了独特的视角。SLI是专门的实验方案和值得注意的生物现象。这些需要专门的数据库,导致NASA科学数据档案的发展,伊拉斯谟实验档案,和NASAGeneLab.不同领域的SLI日益增长的兴趣需要具有全面内容的资源,方便的搜索设施,和友好的信息介绍。一个新的数据库SpaceLID(空间生命调查数据库http://bidd。group/spacelid/)是使用详细的菜单搜索工具开发的,并对有关现象的内容进行了分类,协议,以及92个物种的459个SLI(包括106个植物调查)的结果,现有数据库发现了236个SLI和57个工厂调查。文献报道的代谢物分析说明了SpaceLID作为SLI信息源的有用性,营养,和航天植物的共生变异。总之,这项研究广泛调查了空间环境对植物生物学的影响,利用SpaceLID作为信息源并检查各种植物物种,包括拟南芥,芸苔属,和甘草。这些发现为空间条件对植物生理和代谢的影响提供了有价值的见解。
    Extensive spaceflight life investigations (SLIs) have revealed observable space effects on plants, particularly their growth, nutrition yield, and secondary metabolite production. Knowledge of these effects not only facilitates space agricultural and biopharmaceutical technology development but also provides unique perspectives to ground-based investigations. SLIs are specialized experimental protocols and notable biological phenomena. These require specialized databases, leading to the development of the NASA Science Data Archive, Erasmus Experiment Archive, and NASA GeneLab. The increasing interests of SLIs across diverse fields demand resources with comprehensive content, convenient search facilities, and friendly information presentation. A new database SpaceLID (Space Life Investigation Database http://bidd.group/spacelid/ ) was developed with detailed menu search tools and categorized contents about the phenomena, protocols, and outcomes of 459 SLIs (including 106 plant investigations) of 92 species, where 236 SLIs and 57 plant investigations are uncovered by the existing databases. The usefulness of SpaceLID as an SLI information source is illustrated by the literature-reported analysis of metabolite, nutrition, and symbiosis variations of spaceflight plants. In conclusion, this study extensively investigated the impact of the space environment on plant biology, utilizing SpaceLID as an information source and examining various plant species, including Arabidopsis thaliana, Brassica rapa L., and Glycyrrhiza uralensis Fisch. The findings provide valuable insights into the effects of space conditions on plant physiology and metabolism.
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  • 文章类型: Journal Article
    芸苔属(BR),一种传统的两年生草本植物,属于十字花科的芸苔属植物,已广泛用于抗炎功能,抗肿瘤,抗氧化,抗衰老,和调节免疫力。在这项研究中,研究了BR活性组分的体外抗氧化活性和对H2O2诱导的PC12细胞氧化损伤的保护作用。在所有活性组分中,从BR(BREE-Ea)中乙醇提取物的乙酸乙酯部分显示出最强的抗氧化活性。此外,值得注意的是,BREE-Ea和正丁醇部分乙醇提取物从BR(BREE-Ba)都对氧化损伤的PC12细胞有保护作用,而BREE-Ea在所有确定的实验剂量下显示出最佳的保护作用。此外,流式细胞术(DCFH-DA染色)分析表明,BREE-Ea可以通过减少细胞内活性氧(ROS)的产生和增加超氧化物歧化酶(SOD)和谷胱甘肽过氧化物酶(GSH-Px)的酶活性来减少H2O2诱导的PC12细胞凋亡。此外,BREE-Ea能降低H2O2诱导的PC12细胞丙二醛(MDA)含量,减少细胞外乳酸脱氢酶(LDH)的释放。这些结果表明,BREE-Ea具有良好的抗氧化能力,对H2O2诱导的PC12细胞凋亡具有保护作用,可作为一种良好的食用抗氧化剂,提高机体的内源性抗氧化防御能力。
    Brassica rapa L. (BR), a traditional biennial herb belonging to the Brassica species of Brassicaceae, has been widely used for functions of anti-inflammatory, antitumor, antioxidation, antiaging, and regulation of immunity. In this study, antioxidant activity and protective effects on H2O2-induced oxidative damage in PC12 cells of the active fractions of BR were investigated in vitro. Among all active fractions, the ethyl acetate fraction of ethanol extract from BR (BREE-Ea) showed the strongest antioxidant activity. Additionally, it was noted that BREE-Ea and n-butyl alcohol fraction of ethanol extract from BR (BREE-Ba) both have protective effects in oxidatively damaged PC12 cells, while BREE-Ea displayed the best protective effect in all determined experimental doses. Furthermore, flow cytometry (DCFH-DA staining) analysis indicated that BREE-Ea could reduce the H2O2-induced apoptosis in PC12 cells by reducing the production of intracellular reactive oxygen species (ROS) and increasing enzymatic activities of superoxide dismutase (SOD) and glutathione peroxidase (GSH-Px). Moreover, BREE-Ea could decrease the malondialdehyde (MDA) content and reduce the release of extracellular lactic dehydrogenase (LDH) from H2O2-induced PC12 cells. All these results demonstrate that BREE-Ea has a good antioxidant capacity and protective effect on PC12 cells against apoptosis induced by H2O2 and that it can be used as a good edible antioxidant to improve the body\'s endogenous antioxidant defense.
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  • 文章类型: Journal Article
    丛枝病是由芸苔属植物引起的一种传染性根病,这可能会造成不可估量的损失。我们分析了整合转录组,小RNA,降解,和植物激素综合探讨油菜的侵染机制。在这项研究中,在四个不同的细胞学时间点收集芸苔属抗性系材料BrT24(R-line)和易感系材料Y510-9(S-line)的根样品,转录组,miRNA,和降解组学分析。我们发现抗病和感染的关键时期在0-3DAI(接种后天数)和9-20DAI,分别。根据我们的发现,我们进一步分析了9个DAI与20个S系的DAI,并预测了关键基因ARF8,NAC1,NAC4,TCP10,SPL14,REV,和AtHB,与根肿病的发生发展和调控抗病机制有关。这些基因主要与生长素有关,细胞分裂素,茉莉酸,和乙烯循环。利用整合转录组的现有数据,我们提出了在油菜感染关键时期mRNA-miRNA调控下的植物激素调控模型,小RNA,降解,和植物激素与我们之前发表的结果。我们的整合分析提供了新的见解miRNAs和植物激素在油菜病感染过程中的调控关系。
    Clubroot is an infectious root disease caused by Plasmodiophora brassicae in Brassica crops, which can cause immeasurable losses. We analyzed integrative transcriptome, small RNAs, degradome, and phytohormone comprehensively to explore the infection mechanism of P. brassicae. In this study, root samples of Brassica rapa resistant line material BrT24 (R-line) and susceptible line material Y510-9 (S-line) were collected at four different time points for cytological, transcriptome, miRNA, and degradome analyses. We found the critical period of disease resistance and infection were at 0-3 DAI (days after inoculation) and 9-20 DAI, respectively. Based on our finding, we further analyzed the data of 9 DAI vs. 20 DAI of S-line and predicted the key genes ARF8, NAC1, NAC4, TCP10, SPL14, REV, and AtHB, which were related to clubroot disease development and regulating disease resistance mechanisms. These genes are mainly related to auxin, cytokinin, jasmonic acid, and ethylene cycles. We proposed a regulatory model of plant hormones under the mRNA-miRNA regulation in the critical period of P. brassicae infection by using the present data of the integrative transcriptome, small RNAs, degradome, and phytohormone with our previously published results. Our integrative analysis provided new insights into the regulation relationship of miRNAs and plant hormones during the process of disease infection with P. brassicae.
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