Transcriptome Analysis

转录组分析
  • 文章类型: Journal Article
    Deoxynivalenol (DON) is a kind of widespread traditional Fusarium mycotoxins in the environment, and its intestinal toxicity has received considerable attention. Recently, the emerging Fusarium mycotoxin enniatins (ENNs) have also been shown to frequently coexist with DON in animal feed and food with large consumption. However, the mechanism of intestinal damage caused by the two mycotoxins co-exposure remains unclear. In this study, Caco-2 cell line was used to investigate the combined toxicity and potential mechanisms of four representative ENNs (ENA, ENA1, ENB, and ENB1) and DON. The results showed that almost all mixed groups showed antagonistic effects, particularly ENB at 1/4 IC50 (CI = 6.488). Co-incubation of ENNs mitigated the levels of signaling molecule levels disrupted by DON, including reactive oxygen species (ROS), calcium mobilization (Ca2+), adenosine triphosphate (ATP). The differentially expressed genes (DEGs) between the mixed and ENB groups were significantly enriched in the Ras/PI3K/Akt signaling pathway, including 28 up-regulated genes and 40 down-regulated genes. Quantitative real-time PCR further confirmed the lower expression of apoptotic gene in the mixed group, thereby reducing the cytotoxic effects caused by DON exposure. This study emphasizes that co-exposure of ENNs and DON reduces cytotoxicity by regulating the Ras/PI3K/Akt signaling pathway. Our results provide the first comprehensive evidence about the antagonistic toxicity of ENNs and DON on Caco-2 cells, and new insights into mechanisms investigated by transcriptomics.
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  • 文章类型: Journal Article
    Quercetin has been shown to mitigate the cytotoxic effects of heavy metals. While copper is an essential trace element for bodily functions, excessive intake has been linked to impaired female reproductive function. Transcriptome analysis was employed to identify genes that are differentially expressed in response to high copper and were validated through qRT-PCR and WB. ATP content and Tunel were used to identify the damage of mitochondrial and cell apoptosis. PPI analysis revealed that MKI67, TOPII, ASPM, CASP3, PLK1, and TTK are central proteins within the network. Additionally, exposure to elevated levels of copper resulted in the dysregulation of 86 genes associated with mitochondria. Conversely, treatment with quercetin (QUE) in combination with high copper led to the normalization of 42 mitochondria-related genes previously affected by high copper levels. Furthermore, CuSO4 decreases ATP content and induces cell apoptosis, which can be reversed by QUE. Results suggest that elevated copper levels can lead to oxidative stress and apoptosis by inducing mitochondrial damage, while QUE has the potential to mitigate these effects, ultimately safeguarding granulosa cells and halting the progression of cell death. This study provides novel insights into the molecular pathways involved in female reproductive toxicity caused by excessive copper exposure.
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  • 文章类型: Journal Article
    普鲁兰多糖是由金黄色葡萄球菌产生的微生物胞外多糖。具有优异的物理和化学性质,具有很大的应用价值。在这项研究中,从根际土壤中分离出的高支链淀粉产量为51.0±1.0g·L-1的新菌株RM1603进行了大气和室温等离子体(ARTP)诱变,然后选择突变体以获得普鲁兰多糖高产菌株。最后,获得了两个突变体Mu0816和Mu1519,发酵72小时后,多糖产量分别为58.7±0.8和60.0±0.8克·L-1,与原始应变相比,分别增加了15.1和17.6%,分别。对两个突变体和原始菌株的转录组分析表明,α/β-水解酶(ABHD)的高表达,α-淀粉酶(AMY1),突变体中的糖转运蛋白家族MFS转运蛋白(SPF-MFS)可能与支链淀粉的合成和分泌有关。这些结果证明了ARTP诱变在支链淀粉中的有效性,为研究与普鲁兰多糖合成和分泌相关的基因提供依据。
    Pullulan is a microbial exopolysaccharide produced by Aureobasidium spp. with excellent physical and chemical properties, resulting in great application value. In this study, a novel strain RM1603 of Aureobasidium pullulans with high pullulan production of 51.0 ± 1.0 g·L- 1 isolated from rhizosphere soil was subjected to atmospheric and room temperature plasma (ARTP) mutagenesis, followed by selection of mutants to obtain pullulan high-producing strains. Finally, two mutants Mu0816 and Mu1519 were obtained, with polysaccharide productions of 58.7 ± 0.8 and 60.0 ± 0.8 g∙L- 1 after 72-h fermentation, representing 15.1 and 17.6% increases compared with the original strain, respectively. Transcriptome analysis of the two mutants and the original strain revealed that the high expression of α/β-hydrolase (ABHD), α-amylase (AMY1), and sugar porter family MFS transporters (SPF-MFS) in the mutants may be related to the synthesis and secretion of pullulan. These results demonstrated the effectiveness of ARTP mutagenesis in A. pullulans, providing a basis for the investigation of genes related to pullulan synthesis and secretion.
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  • 文章类型: Journal Article
    丝裂原活化蛋白激酶激酶(MAPKKs)在丝裂原活化蛋白激酶(MAPK)信号通路中起关键作用,将外部刺激转化为细胞内反应,使植物适应环境挑战。多数研讨集中在典范植物拟南芥(Arabidopsisthaliana)上。对不同植物物种的MAPKK基因进行系统分析和表征,特别是棉花(陆地棉),有些有限。这里,我们确定了来自66个不同物种的MAPKK家族成员,分为5个不同的子组,和来自四种棉花品种的MAPKK聚集在一起。通过进一步的生物信息学和表达分析,GhMAPKK5被确定为在陆地棉中鉴定的23个MAPKK中对盐和干旱胁迫反应最敏感的MAPKK成员。通过病毒诱导的基因沉默(VIGS)在棉花中沉默GhMAPKK5导致在盐和干旱条件下更快的枯萎,虽然在拟南芥中过表达GhMAPKK5增强了这些胁迫下的根生长和种子萌发,证明GhMAPKK5在应激耐受中的积极作用。转录组学和酵母双杂交分析显示MAPK级联信号模块包含GhMEKK(丝裂原激活的蛋白激酶激酶激酶)3/8/31-GhMAPKK5-GhMAPK11/23。这种信号级联可能通过调节转录因子基因在管理干旱和盐胁迫中发挥作用。比如WRKYs,参与ABA的生物合成和运输途径,脯氨酸,还有RALF。本研究对进一步了解棉花中MAPKK的调控机制具有重要意义。有助于其胁迫耐受性,并为遗传增强靶标提供潜力。
    Mitogen-activated protein kinase kinases (MAPKKs) play a critical role in the mitogen-activated protein kinase (MAPK) signaling pathway, transducing external stimuli into intracellular responses and enabling plant adaptation to environmental challenges. Most research has focused on the model plant Arabidopsis (Arabidopsis thaliana). The systematic analysis and characterization of MAPKK genes across different plant species, particularly in cotton (Gossypium hirsutum), are somewhat limited. Here, we identified MAPKK family members from 66 different species, which clustered into 5 different sub-groups, and MAPKKs from four cotton species clustered together. Through further bioinformatic and expression analysis, GhMAPKK5 was identified as the most responsive MAPKK member to salt and drought stress among the 23 MAPKKs identified in Gossypium hirsutum. Silencing GhMAPKK5 in cotton through virus-induced gene silencing (VIGS) led to quicker wilting under salt and drought conditions, while overexpressing GhMAPKK5 in Arabidopsis enhanced root growth and seed germination under these stresses, demonstrating GhMAPKK5\'s positive role in stress tolerance. Transcriptomics and Yeast-Two-Hybrid assays revealed a MAPK cascade signal module comprising GhMEKK (Mitogen-activated protein kinase kinase kinases)3/8/31-GhMAPKK5-GhMAPK11/23. This signaling cascade may play a role in managing drought and salt stress by regulating transcription factor genes, such as WRKYs, which are involved in the biosynthesis and transport pathways of ABA, proline, and RALF. This study is highly important for further understanding the regulatory mechanism of MAPKK in cotton, contributing to its stress tolerance and offering potential in targets for genetic enhancement.
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  • 文章类型: Journal Article
    单细胞组学技术已经改变了我们对基因组的研究,转录组,和单个细胞水平的蛋白质组景观。特别是,单细胞RNA测序的应用揭示了心脏细胞固有的复杂转录变异,为他们的动态提供有价值的观点。这篇综述的重点是在心血管研究的背景下,单细胞组学与诱导多能干细胞(iPSCs)的整合。提供了一个独特的途径来加深我们对心脏生物学的理解。通过综合各种单细胞技术的见解,我们的目标是阐明心脏健康和疾病的分子复杂性。除了目前的方法,我们探索了新兴范式的潜力,如单细胞/空间组学,深入研究它们揭示心脏组织内细胞成分空间组织的能力。此外,我们期待它们在塑造未来心血管研究中的变革性作用。这篇综述旨在促进该领域知识的进步,提供转录组学分析的协同潜力的全面视角,iPSC应用程序,以及不断发展的空间组学前沿。
    Single-cell omics technologies have transformed our investigation of genomic, transcriptomic, and proteomic landscapes at the individual cell level. In particular, the application of single-cell RNA sequencing has unveiled the complex transcriptional variations inherent in cardiac cells, offering valuable perspectives into their dynamics. This review focuses on the integration of single-cell omics with induced pluripotent stem cells (iPSCs) in the context of cardiovascular research, offering a unique avenue to deepen our understanding of cardiac biology. By synthesizing insights from various single-cell technologies, we aim to elucidate the molecular intricacies of heart health and diseases. Beyond current methodologies, we explore the potential of emerging paradigms such as single-cell/spatial omics, delving into their capacity to reveal the spatial organization of cellular components within cardiac tissues. Furthermore, we anticipate their transformative role in shaping the future of cardiovascular research. This review aims to contribute to the advancement of knowledge in the field, offering a comprehensive perspective on the synergistic potential of transcriptomic analyses, iPSC applications, and the evolving frontier of spatial omics.
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  • 文章类型: Journal Article
    土壤中高浓度Na+和Cl-引起的盐胁迫是农业生产中最重要的非生物胁迫之一。严重影响粮食产量。通过施用外源物质缓解盐胁迫对粮食生产具有重要意义。褪黑激素(MT,N-乙酰基-5-甲氧基色胺)是一种吲哚状小分子,可以有效缓解逆境胁迫对作物的损害。目前的研究主要集中在MT对苗期作物生理生化的影响,对作物萌发期基因调控机制的研究较少。这项研究的目的是解释MT诱导的生理耐盐性的机制,生物化学,为解决MT介导的植物适应盐胁迫的调控机制提供理论依据。在这项研究中,我们调查了发芽,生理学,和玉米种子的转录水平,分析了相关的差异表达基因(DEGs),并检查了耐盐相关途径。结果表明,MT可以使种子发芽率提高14.28-19.04%,提高种子抗氧化酶活性(平均增加11.61%),减少活性氧积累和膜氧化损伤。此外,MT参与调节盐胁迫下玉米种子萌发过程中内源激素的变化。转录组结果表明,MT影响抗氧化酶的活性,对压力的反应,和盐胁迫下玉米种子萌发相关基因的表达,并调节淀粉和蔗糖代谢相关基因的表达和植物激素信号转导途径。一起来看,结果表明,外源MT可以影响盐胁迫玉米种子应激反应相关基因的表达,增强种子的抗氧化能力,减少盐胁迫引起的损伤,从而促进盐胁迫下玉米种子的萌发。研究结果为MT介导的植物适应盐胁迫的调控机制提供了理论依据,为耐盐玉米分子育种筛选潜在的候选基因。
    Salt stress caused by high concentrations of Na+ and Cl- in soil is one of the most important abiotic stresses in agricultural production, which seriously affects grain yield. The alleviation of salt stress through the application of exogenous substances is important for grain production. Melatonin (MT, N-acetyl-5-methoxytryptamine) is an indole-like small molecule that can effectively alleviate the damage caused by adversity stress on crops. Current studies have mainly focused on the effects of MT on the physiology and biochemistry of crops at the seedling stage, with fewer studies on the gene regulatory mechanisms of crops at the germination stage. The aim of this study was to explain the mechanism of MT-induced salt tolerance at physiological, biochemical, and molecular levels and to provide a theoretical basis for the resolution of MT-mediated regulatory mechanisms of plant adaptation to salt stress. In this study, we investigated the germination, physiology, and transcript levels of maize seeds, analyzed the relevant differentially expressed genes (DEGs), and examined salt tolerance-related pathways. The results showed that MT could increase the seed germination rate by 14.28-19.04%, improve seed antioxidant enzyme activities (average increase of 11.61%), and reduce reactive oxygen species accumulation and membrane oxidative damage. In addition, MT was involved in regulating the changes of endogenous hormones during the germination of maize seeds under salt stress. Transcriptome results showed that MT affected the activity of antioxidant enzymes, response to stress, and seed germination-related genes in maize seeds under salt stress and regulated the expression of genes related to starch and sucrose metabolism and phytohormone signal transduction pathways. Taken together, the results indicate that exogenous MT can affect the expression of stress response-related genes in salt-stressed maize seeds, enhance the antioxidant capacity of the seeds, reduce the damage induced by salt stress, and thus promote the germination of maize seeds under salt stress. The results provide a theoretical basis for the MT-mediated regulatory mechanism of plant adaptation to salt stress and screen potential candidate genes for molecular breeding of salt-tolerant maize.
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  • 文章类型: Journal Article
    干旱胁迫显著影响生长,发展,和棉花产量,触发多个基因的反应。其中,抗坏血酸过氧化物酶(APX)是植物体内活性氧代谢的重要抗氧化酶之一,APX增强了植物抗氧化的能力,从而提高植物的抗逆性。因此,增强细胞中APX的活性对提高植物抗逆性至关重要。先前的研究已经在抗旱(KK1543)和干旱敏感(XLZ26)植物中分离出干旱胁迫(GhAPX7)下差异表达的蛋白质。因此,本研究分析了GhAPX7在不同棉花组织中的表达模式,以验证GhAPX7的抗旱功能并探索其调控途径。GhAPX7在棉花叶片中的表达量最高,在干旱胁迫下显著增加,表明GhAPX7对于提高棉花的抗氧化能力和酶活性至关重要。GhAPX7沉默间接影响干旱胁迫下抗旱和干旱敏感植物的明显叶片黄化和枯萎。与对照相比,沉默植物的丙二醛(MDA)含量显着增加,叶绿素和脯氨酸含量以及APX酶活性普遍降低。这表明GhAPX7可能通过影响MDA含量来提高抗旱性,叶绿素,脯氨酸,和APX酶活性通过增加表达水平。转录组分析表明,对照和处理组之间与干旱相关的差异表达基因丰富了植物激素信号转导,MAPK信号,和植物-病原体相互作用途径。因此,GhAPX7的表达降低显著影响这三个通路中基因的表达水平,降低植物的抗旱性。本研究揭示了GhAPX7的分子机制及其在抗旱性中的作用,为进一步研究棉花响应干旱胁迫的分子机制奠定了基础。
    Drought stress significantly affects the growth, development, and yield of cotton, triggering the response of multiple genes. Among them, ascorbate peroxidase (APX) is one of the important antioxidant enzymes in the metabolism of reactive oxygen species in plants, and APX enhances the ability of plants to resist oxidation, thus increasing plant stress tolerance. Therefore, enhancing the activity of APX in cells is crucial to improving plant stress resistance. Previous studies have isolated differentially expressed proteins under drought stress (GhAPX7) in drought-resistant (KK1543) and drought-sensitive (XLZ26) plants. Thus, this study analyzed the expression patterns of GhAPX7 in different cotton tissues to verify the drought resistance function of GhAPX7 and explore its regulatory pathways. GhAPX7 had the highest expression in cotton leaves, which significantly increased under drought stress, suggesting that GhAPX7 is essential for improving antioxidant capacity and enzyme activities in cotton. GhAPX7 silencing indirectly affects pronounced leaf yellowing and wilting in drought-resistant and drought-sensitive plants under drought stress. Malondialdehyde (MDA) content was significantly increased and chlorophyll and proline content and APX enzyme activity were generally decreased in silenced plants compared to the control. This result indicates that GhAPX7 may improve drought resistance by influencing the contents of MDA, chlorophyll, proline, and APX enzyme activity through increased expression levels. Transcriptome analysis revealed that the drought-related differentially expressed genes between the control and treated groups enriched plant hormone signal transduction, MAPK signaling, and plant-pathogen interaction pathways. Therefore, the decreased expression of GhAPX7 significantly affects the expression levels of genes in these three pathways, reducing drought resistance in plants. This study provides insights into the molecular mechanisms of GhAPX7 and its role in drought resistance and lays a foundation for further research on the molecular mechanisms of response to drought stress in cotton.
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  • 文章类型: Journal Article
    环氧氮杂二酮是一种重要的柠檬苦素类化合物,具有巨大的药理潜力。我们以前曾报道过,环氧氮杂二酮(EAD)通过调节多种细胞靶标来诱导三阴性乳腺癌细胞(MDA-MB231)的凋亡。这里,我们通过对EAD处理细胞的转录组进行下一代测序,并使用生物信息学进行整合的分子数据分析,确定了导致这种效应的关键基因/途径。计算机模拟分析表明,EAD具有良好的药物样特性,可以靶向与TNBC相关的多种大分子。RNA测序显示EAD处理导致MDA-MB231细胞中1838个基因的差异表达,752下调,1086上调。这些基因的基因集富集分析表明,EAD破坏了内质网中的蛋白质折叠,触发未折叠蛋白反应(UPR)并可能导致细胞死亡。EAD还诱导氧化应激和DNA损伤,与新陈代谢相关的下调途径,细胞周期进程,支持生存的信号,细胞粘附,运动和炎症反应。还进行了蛋白质簇和hub基因的鉴定。鉴定的hub基因的验证给出了它们在EAD处理的细胞和TNBC患者样品中的表达之间的负相关。因此,确定的hub基因可以作为TNBC的治疗或诊断标志物进行探索.因此,通过靶向癌症的各种标志,EAD似乎是TNBC的有希望的治疗候选药物。包括细胞死亡抗性,不受控制的增殖和转移。最后,已确定的EAD通路和经过验证的靶标将为进一步的体内研究和潜在药物开发所需的临床前/临床验证提供路线图.
    Epoxyazadiradione is an important limonoid with immense pharmacological potential. We have reported previously that epoxyazadiradione (EAD) induces apoptosis in triple negative breast cancer cells (MDA-MB 231) by modulating diverse cellular targets. Here, we identify the key genes/pathways responsible for this effect through next-generation sequencing of the transcriptome from EAD treated cells and integrated molecular data analysis using bioinformatics. In silico analysis indicated that EAD displayed favourable drug-like properties and could target multiple macromolecules relevant to TNBC. RNA sequencing revealed that EAD treatment results in the differential expression of 1838 genes in MDA-MB 231 cells, with 752 downregulated and 1086 upregulated. Gene set enrichment analysis of these genes suggested that EAD disrupts protein folding in the endoplasmic reticulum, triggering the unfolded protein response (UPR) and potentially leading to cell death. EAD also induced oxidative stress and DNA damage, downregulated pathways linked to metabolism, cell cycle progression, pro-survival signalling, cell adhesion, motility and inflammatory response. The identification of protein cluster and hub genes were also done. The validation of the identified hub genes gave an inverse correlation between their expression in EAD treated cells and TNBC patient samples. Thus, the identified hub genes could be explored as therapeutic or diagnostic markers for TNBC. Hence, EAD appears to be a promising therapeutic candidate for TNBC by targeting various hallmarks of cancer, including cell death resistance, uncontrolled proliferation and metastasis. To conclude, the identified pathways and validated targets for EAD will provide a roadmap for further in vivo studies and preclinical/clinical validation required for potential drug development.
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  • 文章类型: Journal Article
    UNASSIGNED: Maligne Schweißdrüsentumoren sind selten, wobei das ekkrine Porokarzinom (EP) das häufigste ist. Etwa 18 % der benignen ekkrinen Porome (EPO) entwickeln sich zum EP. Wissenschaftliche Studien haben erste Einblicke in die Mutationslandschaft von EPs geliefert. Allerdings wurden in nur wenigen Studien Genexpressionsanalysen durchgeführt. Dies hinterlässt eine Lücke im Verständnis der EP‐Biologie und potenzieller Treiber der malignen Transformation von EPO zu EP.
    METHODS: Es wurde eine Transkriptomanalyse von 23 Proben primärer EP und normaler Haut (NH) durchgeführt. Die Ergebnisse aus den EP‐Proben wurden dann an 17 EP‐Proben getestet.
    UNASSIGNED: Das Transkriptom‐Profiling zeigte eine Vielfalt in der Genexpression und deutete auf biologisch heterogene Subeinheiten sowie eine weit verbreitete Herunterregulierung von Genen im EP hin. Herunterregulierte Gene umfassten CD74, NDGR1, SRRM2, CDC42, ANXA2, KFL9 und NOP53. Die Expressionsniveaus von CD74, NDGR1, SRRM2, ANXA2 und NOP53 zeigten eine stufenweise Abnahme der Expression von NH über EPO zu EP, was die Hypothese unterstützt, dass das EPO einen Zwischenschritt in der EP‐Entwicklung darstellt.
    UNASSIGNED: Die Studie zeigt, dass das EP molekular komplex ist und der evolutionäre Verlauf der Tumorinitiierung und ‐progression entspricht. Die Ergebnisse legen eine Beteiligung der p53‐Achse und des EGFR‐Signalwegs nahe. Eine größere Probenanzahl ist erforderlich, um diese Ergebnisse zu bestätigen.
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  • 文章类型: Journal Article
    志贺氏菌引起志贺氏菌病,在严重的情况下需要抗生素治疗。亚致死抗生素浓度可以促进耐药性,但它们在耐药性发展之前对抗生素敏感细菌的影响尚不清楚。这项研究调查了亚致死诺氟沙星(NOR)挑战对NOR敏感菌株的影响,志贺氏菌unneiUKMCC1015。首先,组装了S.sonneiUKMCC1015的整个基因组,并鉴定了45个抗菌素耐药性(AMR)基因。有趣的是,转录组学分析显示,低NOR水平不会改变AMR基因或NOR靶标如gyrA的表达。相反,多个核糖体蛋白基因下调,这可能归因于核糖体蛋白启动子活性降低,由升高的五磷酸鸟苷和四磷酸鸟苷(ppGpp)水平调节。该警报涉及环境胁迫期间的细菌严格反应,它主要由ppGpp合成酶(relA)产生。此外,我们观察到relA过表达(ppGpp水平升高的时间延长)可能会对细菌的NOR耐受性产生负面影响。总之,这项研究表明,NOR敏感菌株对亚致死NOR的反应与耐药菌株中通常报道的不同。
    Shigella causes shigellosis that requires antibiotic treatment in severe cases. Sublethal antibiotic concentrations can promote resistance, but their effect on antibiotic-sensitive bacteria before resistance development is unclear. This study investigated the effects of sublethal norfloxacin (NOR) challenges on a NOR-sensitive strain, Shigella sonnei UKMCC1015. Firstly, the whole genome of S. sonnei UKMCC1015 was assembled, and 45 antimicrobial resistance (AMR) genes were identified. Interestingly, transcriptomic analysis showed that low NOR levels do not change either the expression of the AMR genes or NOR targets such as gyrA. Instead, multiple ribosomal protein genes were downregulated, which could be attributed to decreased ribosomal protein promoter activity, modulated by elevated guanosine pentaphosphate and tetraphosphate (ppGpp) levels. This alarmone is involved in the bacterial stringent response during environmental stress, and it is mainly produced from the ppGpp synthetase (relA). Additionally, we observed that a relA overexpression (prolonged period of elevated ppGpp levels) may negatively affect the NOR tolerance of the bacteria. In conclusion, this study revealed that a NOR-sensitive strain responds differently to sublethal NOR than commonly reported in resistant strains.
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