high-throughput transcriptome sequencing

高通量转录组测序
  • 文章类型: Journal Article
    最近对帕金森病(PD)的见解,进行性神经退行性疾病,提示肠道微生物组对其发病机理和通过肠-脑轴的进展有重大影响。本研究整合了16SrRNA测序,高通量转录组测序,和动物模型实验,以探索支持肠-脑轴在PD中的作用的分子机制,关注由SCFA受体FFAR2和FFAR3介导的短链脂肪酸(SCFA)。我们的发现强调了PD患者和健康个体之间肠道菌群组成的显著差异,特别是在类群中,如大肠杆菌志贺氏菌和拟杆菌,这可能通过次级代谢产物生物合成影响SCFA水平。值得注意的是,从健康的粪便微生物群移植(FMT)到1-甲基-4-苯基-1,2,3,6-四氢吡啶(MPTP)诱导的PD小鼠模型显着改善运动功能,纹状体中多巴胺和5-羟色胺水平增强,并增加黑质中多巴胺能神经元的数量,同时减少神经胶质细胞的活化。这种治疗效果与SCFA水平的增加有关,如乙酸盐,丙酸盐,MPTP损伤小鼠肠道中的丁酸盐。此外,转录组学分析显示MPTP损伤小鼠中FFAR2和FFAR3的表达上调,表明它们在介导FMT对中枢神经系统的益处中的关键作用。这些结果提供了令人信服的证据,表明肠道微生物群和SCFA在调节肠-脑轴中起着关键作用。为PD的病因和治疗干预的潜在目标提供了新的见解。
    Recent insights into Parkinson\'s disease (PD), a progressive neurodegenerative disorder, suggest a significant influence of the gut microbiome on its pathogenesis and progression through the gut-brain axis. This study integrates 16S rRNA sequencing, high-throughput transcriptomic sequencing, and animal model experiments to explore the molecular mechanisms underpinning the role of gut-brain axis in PD, with a focus on short-chain fatty acids (SCFAs) mediated by the SCFA receptors FFAR2 and FFAR3. Our findings highlighted prominent differences in the gut microbiota composition between PD patients and healthy individuals, particularly in taxa such as Escherichia_Shigella and Bacteroidetes, which potentially impact SCFA levels through secondary metabolite biosynthesis. Notably, fecal microbiota transplantation (FMT) from healthy to 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP)-induced PD mouse models significantly improved motor function, enhanced dopamine and serotonin levels in the striatum, and increased the number of dopaminergic neurons in the substantia nigra while reducing glial cell activation. This therapeutic effect was associated with increased levels of SCFAs such as acetate, propionate, and butyrate in the gut of MPTP-lesioned mice. Moreover, transcriptomic analyses revealed upregulated expression of FFAR2 and FFAR3 in MPTP-lesioned mice, indicating their crucial role in mediating the benefits of FMT on the central nervous system. These results provide compelling evidence that gut microbiota and SCFAs play a critical role in modulating the gut-brain axis, offering new insights into PD\'s etiology and potential targets for therapeutic intervention.
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  • 文章类型: Journal Article
    这项研究阐明了FABP3在脑缺血再灌注(I/R)背景下通过线粒体自噬调节神经元凋亡的分子机制。采用细丝法建立的短暂性大脑中动脉闭塞(MCAO)小鼠模型,脑组织样本来自I/R小鼠。在IlluminaCN500平台上进行高通量转录组测序以鉴定差异表达的mRNA。通过将来自GeneCards数据库的I/R相关基因与差异表达的mRNA相交来选择关键基因。通过用慢病毒感染I/R小鼠来探索体内机制。脑组织损伤,缺血半暗带梗死体积比,神经缺陷,行为能力,神经元凋亡,凋亡因子,炎症因子,和脂质过氧化标记物使用H&E染色进行评估,TTC染色,隆加得分,旋转实验,免疫荧光染色,和Westernblot。对于体外验证,使用原代神经元细胞建立OGD/R模型。细胞活力,凋亡率,线粒体氧化应激,形态学,自噬体形成,膜电位,LC3蛋白水平,使用MTT法评估自噬体和线粒体的共定位,LDH释放试验,流式细胞术,ROS/MDA/GSH-Px测量,透射电子显微镜,MitoTracker染色,JC-1方法,蛋白质印迹,和免疫荧光染色。通过整合转录组测序和生物信息学分析,FABP3被鉴定为I/R中的关键基因。体内实验表明,FABP3沉默减轻了脑组织损伤,减少梗死体积比,改善神经功能缺损,恢复行为能力,和减少神经元凋亡,炎症,I/R小鼠的线粒体氧化应激。体外实验表明,FABP3沉默可以恢复OGD/R细胞的活力,减少神经元凋亡,减少线粒体氧化应激。此外,FABP3通过ROS诱导线粒体自噬,被自由基清除剂NAC抑制。sh-ATG5慢病毒阻断线粒体自噬,证实FABP3通过激活线粒体自噬诱导线粒体功能障碍和神经元凋亡。总之,FABP3通过ROS激活线粒体自噬,导致线粒体功能障碍和神经元凋亡,从而促进脑缺血再灌注损伤。
    This study elucidates the molecular mechanisms by which FABP3 regulates neuronal apoptosis via mitochondrial autophagy in the context of cerebral ischemia-reperfusion (I/R). Employing a transient mouse model of middle cerebral artery occlusion (MCAO) established using the filament method, brain tissue samples were procured from I/R mice. High-throughput transcriptome sequencing on the Illumina CN500 platform was performed to identify differentially expressed mRNAs. Critical genes were selected by intersecting I/R-related genes from the GeneCards database with the differentially expressed mRNAs. The in vivo mechanism was explored by infecting I/R mice with lentivirus. Brain tissue injury, infarct volume ratio in the ischemic penumbra, neurologic deficits, behavioral abilities, neuronal apoptosis, apoptotic factors, inflammatory factors, and lipid peroxidation markers were assessed using H&E staining, TTC staining, Longa scoring, rotation experiments, immunofluorescence staining, and Western blot. For in vitro validation, an OGD/R model was established using primary neuron cells. Cell viability, apoptosis rate, mitochondrial oxidative stress, morphology, autophagosome formation, membrane potential, LC3 protein levels, and colocalization of autophagosomes and mitochondria were evaluated using MTT assay, LDH release assay, flow cytometry, ROS/MDA/GSH-Px measurement, transmission electron microscopy, MitoTracker staining, JC-1 method, Western blot, and immunofluorescence staining. FABP3 was identified as a critical gene in I/R through integrated transcriptome sequencing and bioinformatics analysis. In vivo experiments revealed that FABP3 silencing mitigated brain tissue damage, reduced infarct volume ratio, improved neurologic deficits, restored behavioral abilities, and attenuated neuronal apoptosis, inflammation, and mitochondrial oxidative stress in I/R mice. In vitro experiments demonstrated that FABP3 silencing restored OGD/R cell viability, reduced neuronal apoptosis, and decreased mitochondrial oxidative stress. Moreover, FABP3 induced mitochondrial autophagy through ROS, which was inhibited by the free radical scavenger NAC. Blocking mitochondrial autophagy with sh-ATG5 lentivirus confirmed that FABP3 induces mitochondrial dysfunction and neuronal apoptosis by activating mitochondrial autophagy. In conclusion, FABP3 activates mitochondrial autophagy through ROS, leading to mitochondrial dysfunction and neuronal apoptosis, thereby promoting cerebral ischemia-reperfusion injury.
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  • 文章类型: Journal Article
    网状病毒是表现出广泛地理分布的昆虫特异性包膜RNA病毒。一种新型的类神经病毒,暂定名为阿菲斯戈西皮尼格样病毒(AGNLV,GenBank:OR880429.1),从丽江市的蚜虫(Aphisgossypii)中分离出来,云南,中国。AGNLV具有编码三个开放阅读框(ORF)的9258nt(不包括polyA尾)的基因组序列。ORF1(7149nt)编码病毒甲基转移酶,病毒RNA解旋酶,和RNA依赖性RNA聚合酶。ORF2(1422nt)编码DiSB-ORF2_chro结构域,ORF3编码SP24结构域。AGNLV的基因组序列与武汉家cent病毒1(WHCV1)和Astegopteryxformosananege样病毒(AFNLV)的核苷酸同一性最高,分别为60.0%和59.5%,分别。基于RNA依赖性RNA聚合酶的系统发育分析表明,AGNLV与蚜虫中发现的其他negesirus和nege样病毒成簇,形成一个独特的“未分类进化枝”。有趣的是,AGNLV只编码三个ORF,而AFNLV和WHCV1有四个ORF。结构和跨膜结构域预测显示在AGNLVORF3中存在八个α螺旋和五个跨膜螺旋。AGNLV5'UTR的翻译增强与植物病毒的5'UTR相似。我们的发现提供了类蛇病毒的多样性和结构的证据,并且是Aphis属成员中此类病毒的第一个记录。
    Negeviruses are insect-specific enveloped RNA viruses that exhibit a wide geographic distribution. A novel nege-like virus, tentatively named Aphis gossypii nege-like virus (AGNLV, GenBank: OR880429.1), was isolated from aphids (Aphis gossypii) in Lijiang City, Yunnan, China. AGNLV has a genome sequence of 9258 nt (excluding the polyA tail) encoding three open reading frames (ORFs). ORF1 (7149 nt) encodes a viral methyltransferase, a viral RNA helicase, and an RNA-dependent RNA polymerase. ORF2 (1422 nt) encodes a DiSB-ORF2_chro domain and ORF3 encodes an SP24 domain. The genome sequence of AGNLV shares the highest nucleotide identity of 60.0% and 59.5% with Wuhan house centipede virus 1 (WHCV1) and Astegopteryx formosana nege-like virus (AFNLV), respectively. Phylogenetic analysis based on the RNA-dependent RNA polymerase shows that AGNLV is clustered with other negeviruses and nege-like viruses discovered in aphids, forming a distinct \"unclassified clade\". Interestingly, AGNLV only encodes three ORFs, whereas AFNLV and WHCV1 have four ORFs. Structure and transmembrane domain predictions show the presence of eight alpha helices and five transmembrane helices in the AGNLV ORF3. Translational enhancement of the AGNLV 5\' UTR was similar to that of the 5\' UTR of plant viruses. Our findings provide evidence of the diversity and structure of nege-like viruses and are the first record of such a virus from a member of the genus Aphis.
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  • 文章类型: Journal Article
    目的:评估小型(I期Koos分类)和大型实性前庭神经鞘瘤(VS)肿瘤之间miRNA表达谱的差异,使用RNA-seq技术。
    方法:从三级学术中心接受VS手术的患者中收集了20个肿瘤样本(10个小肿瘤和10个大肿瘤)。使用高通量RNA测序(RNA-seq)技术分析肿瘤miRNA的表达,使用NovaSeq6000Illumina系统。使用统计软件R进行生物信息学分析。使用miRTargetLink2.0和DIANAmiRpath3.0在线工具进行基因富集和功能分析。
    结果:我们在大型VS样品中鉴定了9种差异表达的miRNA:miR-7,miR-142(-3p和-5p),miR-155、miR-342、miR-1269、miR-4664和miR-6503上调,而与小VS样品相比,miR-204显著下调。基因富集分析表明,富集最多的靶基因是SCD,TMEM43、LMNB2、JARID2和CCND1。最丰富的功能通路与脂质代谢有关,以及Hippo和FOXO信号通路等信号通路。
    结论:我们鉴定了一组9个miRNA,与小的相比,它们在大VS中显著失调,导管内肿瘤。这些miRNA的功能富集分析提示了新的机制,比如脂质代谢,以及Hippo和FOxO信号通路可能在VS生长调节中起重要作用。
    OBJECTIVE: To assess the differences in the miRNA expression profile between small (stage I Koos classification) and large solid vestibular schwannoma (VS) tumors, using the RNA-seq technique.
    METHODS: Twenty tumor samples (10 small and 10 large tumors) were collected from patients operated for VS in a Tertiary Academic Center. Tumor miRNA expression was analyzed using high-throughput RNA sequencing (RNA-seq) technique, with NovaSeq 6000 Illumina system. Bioinformatics analysis was done using statistical software R. Gene enrichment and functional analysis was performed using miRTargetLink 2.0 and DIANA miRpath 3.0 online tools.
    RESULTS: We identified 9 differentially expressed miRNAs in large VS samples: miR-7, miR-142 (-3p and -5p), miR-155, miR-342, miR-1269, miR-4664, and miR-6503 were upregulated, whereas miR-204 was significantly down-regulated in comparison to small VS samples. Gene enrichment analysis showed that the most enriched target genes were SCD, TMEM43, LMNB2, JARID2, and CCND1. The most enriched functional pathways were associated with lipid metabolism, along with signaling pathways such as Hippo and FOXO signaling pathway.
    CONCLUSIONS: We identified a set of 9 miRNAs that are significantly deregulated in large VS in comparison to small, intracanalicular tumors. The functional enrichment analysis of these miRNAs suggests novel mechanisms, such as that lipid metabolism, as well as Hippo and FOxO signaling pathways that may play an important role in VS growth regulation.
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  • 文章类型: Journal Article
    本研究旨在阐明H19在肺移植(LT)后原发性移植物功能障碍(PGD)中的可能参与及其潜在机制。通过高通量测序分析获得转录组数据,并筛选差异长链非编码RNA和信使RNA进行共表达分析。分析了H19、KLF5和CCL28之间的相互作用。建立缺氧诱导人肺微血管内皮细胞损伤模型,其中H19被击倒以阐明其对肺功能的影响,炎症反应,和细胞凋亡。构建原位左LT模型用于体内机制验证。高通量转录组测序分析显示H19/KLF5/CCL28信号轴参与PGD。H19的沉默减少了炎症反应,从而改善了PGD。人肺微血管内皮细胞在LT后分泌的CCL28募集中性粒细胞和巨噬细胞。机制研究表明,H19通过与转录因子KLF5结合来增强CCL28的表达。CCL28的大量表达逆转了H19沉默对PGD的缓解作用。总之,结果表明,H19通过增加KLF5的表达和随后的CCL28的表达对PGD具有促进作用。我们的研究为H19的作用机制提供了新的见解。
    The present study aims to elucidate the possible involvement of H19 in primary graft dysfunction (PGD) following lung transplantation (LT) and the underlying mechanism. The transcriptome data were obtained through high-throughput sequencing analysis, and the differential long noncoding RNAs and messenger RNAs were screened for coexpression analysis. The interaction among H19, KLF5 and CCL28 was analyzed. A hypoxia-induced human pulmonary microvascular endothelial cell injury model was established, in which H19 was knocked down to elucidate its effect on the lung function, inflammatory response, and cell apoptosis. An orthotopic left LT model was constructed for in vivo mechanistic validation. High-throughput transcriptome sequencing analysis revealed the involvement of the H19/KLF5/CCL28 signaling axis in PGD. Silencing of H19 reduced inflammatory response and thus improved PGD. CCL28 secreted by human pulmonary microvascular endothelial cells after LT recruited neutrophils and macrophages. Mechanistic investigations indicated that H19 augmented the expression of CCL28 by binding to the transcription factor KLF5. Abundant expression of CCL28 reversed the alleviating effect of H19 silencing on PGD. In conclusion, the results point out that H19 exerts a promoting effect on PGD through increasing KLF5 expression and the subsequent CCL28 expression. Our study provides a novel insight into the mechanism of action of H19.
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  • 文章类型: Journal Article
    背景:深静脉血栓形成(DVT)是遗传和获得性危险因素的相互作用,其中lncRNA-miRNA-mRNAceRNA网络中的功能相互作用有助于疾病的发病机理。基于高通量转录组测序预测,我们评估了lncRNACrnde/miR-181a-5p/Pcyox1l轴对血栓形成的贡献.
    方法:通过下腔静脉狭窄在小鼠中建立DVT模型,收集下腔静脉组织进行高通量转录组测序以筛选差异表达的lncRNAs和mRNAs。通过搜索RNAInter和mirWalk数据库获得与Crnde和Pcyox1结合的关键miRNA。Crnde之间的结合亲和力,miR-181a-5p,和Pcyox1l通过FISH检查,双荧光素酶报告基因,RNA下拉,和RIP测定。在DVT小鼠模型中进行功能实验以评估下腔静脉中的血栓形成和炎症损伤。
    结果:注意到Crnde和Pcyox1在DVT小鼠的血液中上调。Crnde竞争性结合miR-181a-5p并抑制miR-181a-5p表达,Pcyox1l是miR-181a-5p的下游靶基因。沉默Crnde或恢复miR-181a-5p可减少下腔静脉炎症损伤,从而减少小鼠血栓形成。Pcyox1l的异位表达抵消了Crnde沉默的抑制作用。
    结论:因此,Crnde通过ceRNA机制螯合miR-181a-5p以释放Pcyox1l表达,从而加重DVT中的血栓形成。
    BACKGROUND: Deep vein thrombosis (DVT) is an interplay of genetic and acquired risk factors, where functional interactions in lncRNA-miRNA-mRNA ceRNA networks contribute to disease pathogenesis. Based on the high-throughput transcriptome sequencing prediction, we have assessed the contribution of lncRNA Crnde/miR-181a-5p/Pcyox1l axis to thrombus formation.
    METHODS: DVT was modeled in mice by inferior vena cava stenosis, and inferior vena cava tissues were harvested for high-throughput transcriptome sequencing to screen differentially expressed lncRNAs and mRNAs. The key miRNA binding to Crnde and Pcyox1l was obtained through searching the RNAInter and mirWalk databases. The binding affinity between Crnde, miR-181a-5p, and Pcyox1l was examined by FISH, dual luciferase reporter gene, RNA pull-down, and RIP assays. Functional experiments were conducted in DVT mouse models to assess thrombus formation and inflammatory injury in inferior vena cava.
    RESULTS: It was noted that Crnde and Pcyox1l were upregulated in the blood of DVT mice. Crnde competitively bound to miR-181a-5p and inhibited miR-181a-5p expression, and Pcyox1l was the downstream target gene of miR-181a-5p. Silencing of Crnde or restoration of miR-181a-5p reduced inflammatory injury in the inferior vena cava, thus curtailing thrombus formation in mice. Ectopic expression of Pcyox1l counterweighed the inhibitory effect of Crnde silencing.
    CONCLUSIONS: Therefore, Crnde sequesters miR-181a-5p to release Pcyox1l expression via ceRNA mechanism, thus aggravating thrombus formation in DVT.
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  • 文章类型: Journal Article
    BACKGROUND: Similar to humans, the zebrafish brain plays a central role in regulating sexual reproduction, maturation and sexual behavior. However, systematic studies of the dimorphic patterns of gene expression in the brain of male and female zebrafish are lacking.
    RESULTS: In this study, the mRNA and lncRNA expression profiles were obtained from the brain tissue samples of the three male and three female zebrafish by high-throughput transcriptome sequencing. We identified a total of 108 mRNAs and 50 lncRNAs with sex-based differential expression. We randomly selected four differentially expressed genes for RT-qPCR verification and the results certified that the expression pattern showed a similar trend between RNA-seq and RT-qPCR results. Protein-protein interaction network analysis, Gene Ontology (GO) analysis, and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis were performed to obtain the biological significance of differentially expressed mRNA in the brain dimorphism of zebrafish. Finally, a Pearson correlation analysis was performed to construct the co-expression network of the mRNAs and lncRNAs.
    CONCLUSIONS: We found that 12 new lncRNAs not only have significant gender specificity in the brain of zebrafish, and this finding may provide a clue to further study of the functional difference between male and female zebrafish brain.
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