Comparative transcriptomics

比较转录组学
  • 文章类型: Journal Article
    背景:ACO(1-氨基环丙烷-1-羧酸)是植物乙烯合成途径中的关键酶,影响植物生物学的关键方面,如开花,果实成熟,和种子发育。
    目的:本研究旨在鉴定具有代表性的玫瑰科基因组中的ACO基因,通过整合同理信息来重建它们的系统发育关系,并研究其在果实发育过程中的表达模式和网络。
    方法:我们使用专门的隐马尔可夫模型(HMM),基于ACO基因编码蛋白的序列属性,系统地鉴定和分析玫瑰科植物科12个代表性物种的ACO基因家族成员。通过转录组分析,我们描述了ACO基因在六个不同的玫瑰科果实中的表达模式。
    结果:我们的调查显示,62种ACO基因分布在被调查的玫瑰科物种中,以主要在细胞质内表达的亲水性蛋白质为特征。系统发育分析将这些ACO基因分为三个可辨别的类别,即I类,二级,和第三类。通过共线性评估进一步审查表明这些类别之间缺乏共线性关系,突出每个类别中保守基序和启动子类型的变化。转录组分析揭示了与未显示呼吸爆发的水果相比,ACO基因在表达水平和趋势上的显着差异。采用加权基因共表达网络分析(WGCNA),我们发现,枇杷果实中ACO基因的共表达相关性与苹果中观察到的明显不同。我们的发现,源自基因本体论(GO)富集结果,表明ACO基因及其共表达的对应物参与了与枇杷中萜类代谢和碳水化合物合成有关的生物过程。此外,我们对基因调控网络(GRN)的探索强调了GNAT转录因子(Ejapchr1G00010380)在控制枇杷果实中ACO基因(Ejapchr10G00001110)过表达中的潜在关键作用。
    结论:构建的ACO蛋白HMM为鉴定植物ACO蛋白提供了一种精确和系统的方法,促进系统发育重建。来自代表性玫瑰科果实的ACO基因表现出不同的表达和调控模式,保证进一步的功能表征。
    BACKGROUND: ACO (1-aminocyclopropane-1-carboxylic acid) serves as a pivotal enzyme within the plant ethylene synthesis pathway, exerting influence over critical facets of plant biology such as flowering, fruit ripening, and seed development.
    OBJECTIVE: This study aims to identify ACO genes from representative Rosaceae genomes, reconstruct their phylogenetic relationships by integrating synteny information, and investigate their expression patterns and networks during fruit development.
    METHODS: we utilize a specialized Hidden Markov Model (HMM), crafted on the sequence attributes of ACO gene-encoded proteins, to systematically identify and analyze ACO gene family members across 12 representative species within the Rosaceae botanical family. Through transcriptome analysis, we delineate the expression patterns of ACO genes in six distinct Rosaceae fruits.
    RESULTS: Our investigation reveals the presence of 62 ACO genes distributed among the surveyed Rosaceae species, characterized by hydrophilic proteins predominantly expressed within the cytoplasm. Phylogenetic analysis categorizes these ACO genes into three discernible classes, namely Class I, Class II, and Class III. Further scrutiny via collinearity assessment indicates a lack of collinearity relationships among these classes, highlighting variations in conserved motifs and promoter types within each class. Transcriptome analysis unveils significant disparities in both expression levels and trends of ACO genes in fruits exhibiting respiratory bursts compared to those that do not. Employing Weighted Gene Co-Expression Network Analysis (WGCNA), we discern that the co-expression correlation of ACO genes within loquat fruit notably differs from that observed in apples. Our findings, derived from Gene Ontology (GO) enrichment results, signify the involvement of ACO genes and their co-expressed counterparts in biological processes linked to terpenoid metabolism and carbohydrate synthesis in loquat. Moreover, our exploration of gene regulatory networks (GRN) highlights the potential pivotal role of the GNAT transcription factor (Ejapchr1G00010380) in governing the overexpression of the ACO gene (Ejapchr10G00001110) within loquat fruits.
    CONCLUSIONS: The constructed HMM of ACO proteins offers a precise and systematic method for identifying plant ACO proteins, facilitating phylogenetic reconstruction. ACO genes from representative Rosaceae fruits exhibit diverse expression and regulative patterns, warranting further function characterizations.
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  • 文章类型: Journal Article
    基因组测序已成为生物学家的常规任务,但是基因结构注释的挑战仍然存在,阻碍准确的基因组和遗传研究。这里,我们提出了一个生物信息学工具包,SynGAP(基于Synteny的基因结构注释抛光剂),它利用基因同步信息完成基因组基因结构注释的精确和自动化抛光。SynGAP在改善基因结构注释质量和物种之间整合基因同合的分析方面提供了出色的功能。此外,表达变异指数设计用于比较转录组学分析,以探索在系统发育相关物种中观察到的不同性状发育的候选基因。
    Genome sequencing has become a routine task for biologists, but the challenge of gene structure annotation persists, impeding accurate genomic and genetic research. Here, we present a bioinformatics toolkit, SynGAP (Synteny-based Gene structure Annotation Polisher), which uses gene synteny information to accomplish precise and automated polishing of gene structure annotation of genomes. SynGAP offers exceptional capabilities in the improvement of gene structure annotation quality and the profiling of integrative gene synteny between species. Furthermore, an expression variation index is designed for comparative transcriptomics analysis to explore candidate genes responsible for the development of distinct traits observed in phylogenetically related species.
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  • 文章类型: Journal Article
    背景:近年来,RNA核苷酸上的共价修饰已成为影响结构的关键部分,函数,和RNA聚合酶II转录物的调节过程,如mRNA和lncRNA。然而,我们对它们的生物学作用以及这些作用在真核生物中是否保守的理解仍然有限.
    结果:在这项研究中,我们利用标准的聚腺苷酸化富集RNA测序数据来鉴定和表征在cDNA读段中引入碱基配对错误的RNA修饰.我们的调查结合了来自三个禾本科(玉米,双色高粱,和Setariaitalica),以及来自高粱和拟南芥一系列压力和遗传环境的公开数据。我们发现了RNA共价修饰(RCM)的强烈富集,其沉积在涉及这些物种的光合作用和翻译的保守核心核核mRNAs上。然而,修改后的转录本队列根据环境背景和发展计划而改变,一种在开花植物中也保守的模式。我们确定RCM可以部分解释高粱耐旱性的加入水平差异,与胁迫相关的基因在耐旱性中接受更高水平的RCM。要寻址函数,我们确定RCM在编码区内外显子连接附近显著富集,暗示与剪接有关。有趣的是,我们发现这些破坏RCM的碱基对与稳定的mRNA相关,与蛋白质丰度高度相关,因此可能与促进翻译有关。
    结论:我们的数据表明RCM在开花植物谱系的mRNA稳定性和翻译中的保守作用。
    BACKGROUND: In recent years, covalent modifications on RNA nucleotides have emerged as pivotal moieties influencing the structure, function, and regulatory processes of RNA Polymerase II transcripts such as mRNAs and lncRNAs. However, our understanding of their biological roles and whether these roles are conserved across eukaryotes remains limited.
    RESULTS: In this study, we leveraged standard polyadenylation-enriched RNA-sequencing data to identify and characterize RNA modifications that introduce base-pairing errors into cDNA reads. Our investigation incorporated data from three Poaceae (Zea mays, Sorghum bicolor, and Setaria italica), as well as publicly available data from a range of stress and genetic contexts in Sorghum and Arabidopsis thaliana. We uncovered a strong enrichment of RNA covalent modifications (RCMs) deposited on a conserved core set of nuclear mRNAs involved in photosynthesis and translation across these species. However, the cohort of modified transcripts changed based on environmental context and developmental program, a pattern that was also conserved across flowering plants. We determined that RCMs can partly explain accession-level differences in drought tolerance in Sorghum, with stress-associated genes receiving a higher level of RCMs in a drought tolerant accession. To address function, we determined that RCMs are significantly enriched near exon junctions within coding regions, suggesting an association with splicing. Intriguingly, we found that these base-pair disrupting RCMs are associated with stable mRNAs, are highly correlated with protein abundance, and thus likely associated with facilitating translation.
    CONCLUSIONS: Our data point to a conserved role for RCMs in mRNA stability and translation across the flowering plant lineage.
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  • 文章类型: Journal Article
    了解光合色素的稳定性对于开发具有高生产力和抗环境压力的作物品种至关重要。这项研究利用了GGEbiplot,WAASB,和MTSI指数,以评估286种芥菜的叶片和角果中光合色素的含量和组成的稳定性(L.)捷克。跨三种环境的基因型。在高辐照度和长天数(E1)的条件下,GGE双plot分析确定NRCQR-9901是叶绿素“a”的最佳基因型。对于叶绿素和总叶绿素,NC-533728表现最好。AJ-2和NPJ-208在叶片中具有最大的总类胡萝卜素水平。RLC-2的特征是叶绿素a的最大值,叶绿素b,和角果中的总叶绿素。低辐照度,短暂的日子,中等至高温(E2)似乎非常适合光合色素的合成。NPJ-182显示叶绿素\'a\'的最大浓度,总叶绿素,和叶子中的总类胡萝卜素。相反,IC-597869、RE-389和IC-597894在低光照强度的环境下表现出最高的叶绿素浓度,更短的日光,和开花和siliqua形成阶段的低温(E3)。联合分析发现NPJ-182,NC-533728,CN-105233,RLC-2,CN-101846,JA-96,PBR-357,JM-3和DTM-34是具有高稳定性的最佳表现。使用两个稳定且高性能的基因型(PBR-357和DTM-34)和两个平均表演者(命名为平均表演者)的比较转录组分析显示,关键的光合作用相关基因(ELIP1,CAB3.1,ELIP1.5和LHCB5)的上调表现最好。这项研究确定了有希望的性状供体用于育种计划,旨在提高芥菜作物的光合效率,生产力,和稳定性。
    Understanding the stability of photosynthetic pigments is crucial for developing crop cultivars with high productivity and resilience to the environmental stresses. This study leveraged GGE biplot, WAASB, and MTSI indices to assess the stability of content and composition of photosynthetic pigments in leaves and siliques of 286 Brassica juncea (L.) Czern. genotypes across three environments. The GGE biplot analysis identified NRCQR-9901 as the best genotype in terms of chlorophyll \'a\' under conditions of high irradiance and long days (E1). For chlorophyll \'b\' and total chlorophyll, NC-533728 performed the best. AJ-2 and NPJ-208 had the maximum total carotenoids levels in leaves. RLC-2 was characterized by maximum values for chlorophyll a, chlorophyll b, and total chlorophyll in the siliques. The low irradiance, short days, and moderate to high temperatures (E2) seemed perfect for the synthesis of photosynthetic pigments. NPJ-182 shows the maximum concentrations of chlorophyll \'a\', total chlorophyll, and total carotenoids in leaves. Conversely, IC-597869, RE-389, and IC-597894 exhibited the highest concentrations of chlorophyll \'b\' under an environment characterized by low light intensity, shorter daylights, and low temperatures (E3) during flowering and siliqua formation stages. The combined analysis found NPJ-182, NC-533728, CN-105233, RLC-2, CN-101846, JA-96, PBR-357, JM-3, and DTM-34 as top performers with high stability. Comparative transcriptome analysis with two stable and high-performing genotypes (PBR-357 and DTM-34) and two average performers (name the average performers) revealed upregulation of critical photosynthesis-related genes (ELIP1, CAB3.1, ELIP1.5, and LHCB5) in top performers. This study identified promising trait donors for use in breeding programs aimed at improving the mustard crop\'s photosynthetic efficiency, productivity, and stability.
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  • 文章类型: Journal Article
    热浪的频率和严重程度的增加将加剧对植物的压力。鉴于热浪暴露的区域差异以及物种之间耐热性的预期差异,所有植物物种都不太可能受到气候变化的同等影响。然而,目前对植物对热胁迫的反应变化知之甚少,或者这些反应在适应不同环境的密切相关的物种之间有什么不同。在这里,我们量化了17种相思物种(175个RNA-seq文库)的反应,来自澳大利亚不同的生物群落,进行为期多天的实验性热浪治疗,以确定对热应激的转录组和生理反应的变化。具有已知热响应功能的基因在相思树物种中显示出一致的响应。多达10%的所有基因和100多个基因家族在物种间的表达可塑性幅度上显示出明显的差异。具体来说,与温度应激反应相关的基因家族在与家庭温度条件的显着关系中被过度代表。在热浪的第一天看到的基因表达反应更频繁地与家庭气候相关,而第四天的表达反应通常与光系统II适应有关。非模型物种的比较转录组学有可能提供有关应激反应可塑性的关键信息,尤其是与我们对模型物种的理解有关。我们的研究表明,识别潜在易受气候变化影响的物种的紧迫挑战可以通过进一步探索转录组可塑性的局部变异而受益。
    The increasing frequency and severity of heatwaves will intensify stress on plants. Given regional variation in heatwave exposure and expected differences in thermal tolerance between species it is unlikely that all plant species will be affected equally by climate change. However, little is currently known about variation in the responses of plants to heat stress, or how those responses differ among closely related species adapted to different environments. Here we quantify the response of 17 Acacia species (175 RNA-seq libraries), from across Australia\'s diverse biomes, to a multi-day experimental heatwave treatment to identify variation in transcriptomic and physiological responses to heat stress. Genes with known heat response functions showed consistent responses across Acacia species. Up to 10% of all genes and over 100 gene families showed significant clinal variation in the magnitude of their expression plasticity across species. Specifically, gene families linked to the temperature stress response were overrepresented among significant relationships with home range temperature conditions. Gene expression responses seen on the first day of the heatwave were more frequently associated with home range climates, while expression responses by day four were more commonly related to photosystem II acclimation. Comparative transcriptomics on non-model species has the potential to provide key information on stress response plasticity, especially when linked with our understanding of model species. Our study indicates that the pressing challenge to identifying potentially vulnerable species to climate change could be benefited by the further exploration of clinal variation in transcriptome plasticity.
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  • 文章类型: Journal Article
    基因的差异表达是介导发育和胁迫相关植物反应的关键。这里,我们研究了曼陀罗属四个物种中植物对生物胁迫的代谢反应的调节以及防御相关基因的发育变异,这些物种具有不同的代谢物积累和发育模式。我们将转录组分析与系统基因组技术相结合,以分析遭受特殊folivore昆虫破坏的植物中的基因表达和共表达。我们发现(1)在相似化学谱的物种中共同的整体基因表达,(2)参与特殊代谢的蛋白质的物种特异性反应,以恒定水平的基因表达和转录重排为特征,(3)草食动物诱导主要萜烯和托烷生物碱基因的转录重排。我们的结果表明,与茉莉酸信号和特定转录因子相关的萜烯和托烷代谢的差异调节,以调节发育变异和应激程序,并建议塑料适应性反应来应对食草动物。此处显示的专门代谢的转录谱揭示了植物代谢的复杂遗传控制,并有助于理解适应的分子基础和重要生态性状的生理变异。
    Differential expression of genes is key to mediating developmental and stress-related plant responses. Here, we addressed the regulation of plant metabolic responses to biotic stress and the developmental variation of defense-related genes in four species of the genus Datura with variable patterns of metabolite accumulation and development. We combine transcriptome profiling with phylogenomic techniques to analyze gene expression and coexpression in plants subjected to damage by a specialist folivore insect. We found (1) common overall gene expression in species of similar chemical profiles, (2) species-specific responses of proteins involved in specialized metabolism, characterized by constant levels of gene expression coupled with transcriptional rearrangement, and (3) induction of transcriptional rearrangement of major terpene and tropane alkaloid genes upon herbivory. Our results indicate differential modulation of terpene and tropane metabolism linked to jasmonate signaling and specific transcription factors to regulate developmental variation and stress programs, and suggest plastic adaptive responses to cope with herbivory. The transcriptional profiles of specialized metabolism shown here reveal complex genetic control of plant metabolism and contribute to understanding the molecular basis of adaptations and the physiological variation of significant ecological traits.
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  • 文章类型: Journal Article
    背景:早疫病和褐色叶斑病通常被认为是许多农业地区番茄中最成问题的病原体。它们的致病因子是链格孢菌属。,子囊属的一个属,含有许多坏死性病原体。育种计划已经产生了定量抗性的商业品种,但杀菌剂的应用仍然是必要的,以减轻产量损失。抗性育种的主要障碍是抗性和易感性的遗传决定因素的复杂性。在缺乏足够抗性的种质的情况下,我们对亨氏1706番茄的转录组进行了测序,这些番茄用链格孢菌的强毒力和弱毒力分离株处理。感染后3小时。我们扩展了番茄中现有的功能基因注释,并使用网络统计,我们分析了与防御和易感性相关的转录模块.
    结果:诱导的反应非常不同。弱毒力分离株诱导了钙信号的防御反应,激素反应,和转录因子。这些与防御相关的过程与次级代谢产物生物合成基因一起存在于单个转录模块中,和其他防御反应。共表达和基因调控网络独立预测了几个D进化枝乙烯反应因子是防御转录模块的早期调节因子,以及在病原体防御中已知和新颖的其他转录因子,包括几个JA相关基因。相比之下,强毒力分离株引起的反应要弱得多,和一个单独的转录模块失去了激素信号传导。
    结论:我们的发现预测了主要的国防监管机构和下游功能分析的几个目标。结合我们改进的基因功能注释,他们认为防御是通过诱导链格孢菌特异性免疫途径来实现的,易感性是通过调节激素反应介导的。多个特定进化枝D乙烯反应因子和JA相关基因的上调的含义表明,该病理系统中的宿主防御涉及乙烯反应因子来调节茉莉酸信号传导。
    BACKGROUND: Early blight and brown leaf spot are often cited as the most problematic pathogens of tomato in many agricultural regions. Their causal agents are Alternaria spp., a genus of Ascomycota containing numerous necrotrophic pathogens. Breeding programs have yielded quantitatively resistant commercial cultivars, but fungicide application remains necessary to mitigate the yield losses. A major hindrance to resistance breeding is the complexity of the genetic determinants of resistance and susceptibility. In the absence of sufficiently resistant germplasm, we sequenced the transcriptomes of Heinz 1706 tomatoes treated with strongly virulent and weakly virulent isolates of Alternaria spp. 3 h post infection. We expanded existing functional gene annotations in tomato and using network statistics, we analyzed the transcriptional modules associated with defense and susceptibility.
    RESULTS: The induced responses are very distinct. The weakly virulent isolate induced a defense response of calcium-signaling, hormone responses, and transcription factors. These defense-associated processes were found in a single transcriptional module alongside secondary metabolite biosynthesis genes, and other defense responses. Co-expression and gene regulatory networks independently predicted several D clade ethylene response factors to be early regulators of the defense transcriptional module, as well as other transcription factors both known and novel in pathogen defense, including several JA-associated genes. In contrast, the strongly virulent isolate elicited a much weaker response, and a separate transcriptional module bereft of hormone signaling.
    CONCLUSIONS: Our findings have predicted major defense regulators and several targets for downstream functional analyses. Combined with our improved gene functional annotation, they suggest that defense is achieved through induction of Alternaria-specific immune pathways, and susceptibility is mediated by modulating hormone responses. The implication of multiple specific clade D ethylene response factors and upregulation of JA-associated genes suggests that host defense in this pathosystem involves ethylene response factors to modulate jasmonic acid signaling.
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  • 文章类型: Journal Article
    背景:炭疽病真菌感染多种单子叶植物和双子叶植物宿主,在全世界几乎所有经济上重要的植物上引起疾病。炭疽病也是一个合适的模型,用于在精细尺度上研究基因家族进化,以揭示基因组中与生物学变化相关的事件。
    结果:在这里,我们介绍了30种炭疽病属物种的基因组序列,涵盖了该属内的多样性。进化分析表明,白垩纪晚期的炭疽病祖先与开花植物的多样化同时发生了分歧。我们提供了在Colletotrichum进化过程中从双子叶植物到单子叶植物的独立宿主跳跃的证据,与植物细胞壁降解武器库的逐渐缩小和谱系特异性基因家族的扩展相吻合。适应不同宿主的4个物种的比较转录组学显示,基因含量相似,但在不同植物底物上调节其转录谱的高度多样性。结合基因组学和转录组学,我们确定了一组核心基因,如特定的转录因子,推测参与植物细胞壁降解。
    结论:这些结果表明,祖先炭疽病与双子叶植物有关,某些分支逐渐适应不同的单子叶植物寄主,重塑基因含量及其调控。
    Colletotrichum fungi infect a wide diversity of monocot and dicot hosts, causing diseases on almost all economically important plants worldwide. Colletotrichum is also a suitable model for studying gene family evolution on a fine scale to uncover events in the genome associated with biological changes.
    Here we present the genome sequences of 30 Colletotrichum species covering the diversity within the genus. Evolutionary analyses revealed that the Colletotrichum ancestor diverged in the late Cretaceous in parallel with the diversification of flowering plants. We provide evidence of independent host jumps from dicots to monocots during the evolution of Colletotrichum, coinciding with a progressive shrinking of the plant cell wall degradative arsenal and expansions in lineage-specific gene families. Comparative transcriptomics of 4 species adapted to different hosts revealed similarity in gene content but high diversity in the modulation of their transcription profiles on different plant substrates. Combining genomics and transcriptomics, we identified a set of core genes such as specific transcription factors, putatively involved in plant cell wall degradation.
    These results indicate that the ancestral Colletotrichum were associated with dicot plants and certain branches progressively adapted to different monocot hosts, reshaping the gene content and its regulation.
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  • 文章类型: Journal Article
    背景:葡萄(Vitis)是世界上最有价值的水果作物之一,但是食草动物会降低产量。了解昆虫的食草抗性对于减轻这些损失至关重要。Vitislabrusca,一种北美野生葡萄品种,已被用于育种计划,以产生具有增强的非生物和生物胁迫抗性的杂种葡萄,使其成为可持续葡萄栽培的宝贵遗传资源。本研究评估了V.labruscaacc的抗性。\'GREM4\'和葡萄cv。\'PN40024\'葡萄对Popilliajaponica(日本甲虫)食草,并鉴定了这种推定抗性的形态和遗传适应。
    结果:\'GREM4\'与\'PN40024\'相比,在30分钟至19小时的选择和非选择草食性试验中,对甲虫草食性具有更大的抵抗力。当甲虫以毛状体密度没有差异的每种物种的叶子为食时,与“PN40024”(9.80mm2)相比,“GREM4”(3.29mm2)中的叶面积明显减少,表明毛状体以外的其他因素有助于\'GREM4\'中的昆虫食草抗性。比较转录组学分析显示,“GREM4”与“PN40024”相比,防御反应和次级代谢产物生物合成基因的组成型(0h)表达更高,表明了增强的构成防御。在食草动物身上,与“PN40024”(502)相比,“GREM4”显示出更多的差异表达基因(690),提出更广泛的回应。在“GREM4”中上调的基因在萜烯生物合成中富集,类黄酮生物合成,植物激素信号,和疾病防御相关的功能,可能有助于增强昆虫的食草动物防御,而在草食性下在“PN40024”中差异表达的基因富含木葡聚糖,细胞壁形成,和钙离子结合。与昆虫草食性防御有关的大多数基因是直系同源物,在\'GREM4\'和\'PN40024\'中具有特定的表达模式,但是一些旁系同源和基因组特异性基因也可能有助于赋予抗性。
    结论:我们的研究结果表明,\'GREM4\'昆虫食草抗性归因于多种因素,包括毛状体和与萜烯有关的基因的独特组成型和诱导型表达,类黄酮,和苯丙素生物合成,以及病原体防御。
    BACKGROUND: Grapevine (Vitis) is one of the world\'s most valuable fruit crops, but insect herbivory can decrease yields. Understanding insect herbivory resistance is critical to mitigating these losses. Vitis labrusca, a wild North American grapevine species, has been leveraged in breeding programs to generate hybrid grapevines with enhanced abiotic and biotic stress resistance, rendering it a valuable genetic resource for sustainable viticulture. This study assessed the resistance of V. labrusca acc. \'GREM4\' and Vitis vinifera cv. \'PN40024\' grapevines to Popillia japonica (Japanese beetle) herbivory and identified morphological and genetic adaptations underlying this putative resistance.
    RESULTS: \'GREM4\' displayed greater resistance to beetle herbivory compared to \'PN40024\' in both choice and no-choice herbivory assays spanning periods of 30 min to 19 h. \'GREM4\' had significantly higher average leaf trichome densities than \'PN40024\' and beetles preferred to feed on the side of leaves with fewer trichomes. When leaves from each species that specifically did not differ in trichome densities were fed on by beetles, significantly less leaf area was damaged in \'GREM4\' (3.29mm2) compared to \'PN40024\' (9.80mm2), suggesting additional factors beyond trichomes contributed to insect herbivory resistance in \'GREM4\'. Comparative transcriptomic analyses revealed \'GREM4\' exhibited greater constitutive (0 h) expression of defense response and secondary metabolite biosynthesis genes compared to \'PN40024\', indicative of heightened constitutive defenses. Upon herbivory, \'GREM4\' displayed a greater number of differentially expressed genes (690) compared to \'PN40024\' (502), suggesting a broader response. Genes up-regulated in \'GREM4\' were enriched in terpene biosynthesis, flavonoid biosynthesis, phytohormone signaling, and disease defense-related functions, likely contributing to heighted insect herbivory defense, while genes differentially expressed in \'PN40024\' under herbivory were enriched in xyloglucan, cell wall formation, and calcium ion binding. The majority of genes implicated in insect herbivory defense were orthologs with specific expression patterns in \'GREM4\' and \'PN40024\', but some paralogous and genome-specific genes also likely contributed to conferring resistance.
    CONCLUSIONS: Our findings suggest that \'GREM4\' insect herbivory resistance was attributed to a combination of factors, including trichomes and unique constitutive and inducible expression of genes implicated in terpene, flavonoid, and phenylpropanoid biosynthesis, as well as pathogen defense.
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  • 文章类型: Journal Article
    皮肤真菌生物膜经常被认为是对标准抗真菌治疗的反应不足和抗性。导致难治性慢性甲癣感染。尽管抗微生物光动力疗法(aPDT)已在临床上证明具有显着的抗真菌作用,甚至能够根除皮肤癣菌生物膜,关于aPDT潜在的分子机制以及可能拮抗其作用的信号网络的潜在失调,人们知之甚少。这项研究的目的是阐明aPDT对抗顽固性甲癣中皮肤癣菌生物膜的分子机制,并破译aPDT引起的潜在解毒过程,促进更有效的光动力干预措施的发展。我们应用全基因组比较转录组分析来研究aPDT如何破坏由三种不同的皮肤癣菌形成的甲癣生物膜,包括红色毛癣菌,毛癣菌,和石膏微孢子菌,最常见的致病物种。总的来说,在有或没有aPDT处理的情况下,获得了皮肤癣菌生物膜转录组的352.13Gb清洁数据,产生2,42242万次读取,GC含量为51.84%,覆盖率为99.9%,98.5%和99.4%的红毛虫注释基因,T.植叶植物,还有石膏M,分别。全基因组直系同源分析在所有三个物种中确定了6624个转录的单拷贝直系同源基因,和36.5%,其中6.8%和17.9%在aPDT处理后差异表达。综合正交分析表明,在所有研究的皮肤癣菌生物膜中,氧化还原酶活性的上调是对aPDT的高度保守的解毒信号改变。这项研究为aPDT抗皮肤癣菌生物膜作用下的分子机制提供了新的见解,并成功地确定了aPDT应用时保守的解毒调节。
    Dermatophyte biofilms frequently count for inadequate responses and resistance to standard antifungal treatments, resulting in refractory chronic onychomycosis infection. Although antimicrobial photodynamic therapy (aPDT) has clinically proven to exert significant antifungal effects or even capable of eradicating dermatophyte biofilms, considerably less is known about the molecular mechanisms underlying aPDT and the potential dysregulation of signaling networks that could antagonize its action. The aim of this study is to elucidate the molecular mechanisms underlining aPDT combat against dermatophyte biofilm in recalcitrant onychomycosis and to decipher the potential detoxification processes elicited by aPDT, facilitating the development of more effective photodynamic interventions. We applied genome-wide comparative transcriptome analysis to investigate how aPDT disrupting onychomycosis biofilm formed by three distinct dermatophytes, including Trichophyton rubrum, Trichophyton mentagrophytes, and Microsporum gypseum, the most frequently occurring pathogenic species. In total, 352.13 Gb of clean data were obtained for the transcriptomes of dermatophyte biofilms with or without aPDT treatment, resulting in 2,422.42 million reads with GC content of 51.84%, covering 99.9%, 98.5% and 99.4% of annotated genes of T. rubrum, T. mentagrophytes, and M. gypseum, respectively. The genome-wide orthologous analysis identified 6624 transcribed single-copy orthologous genes in all three species, and 36.5%, 6.8% and 17.9% of which were differentially expressed following aPDT treatment. Integrative orthology analysis demonstrated the upregulation of oxidoreductase activities is a highly conserved detoxification signaling alteration in response to aPDT across all investigated dermatophyte biofilms. This study provided new insights into the molecular mechanisms underneath anti-dermatophyte biofilm effects of aPDT and successfully identified a conserved detoxification regulation upon the aPDT application.
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