high-throughput RNA-sequencing

高通量 RNA 测序
  • 文章类型: Journal Article
    视网膜色素上皮(RPE)是维持视网膜稳态的基础。RPE异常导致视觉缺陷和失明,包括年龄相关性黄斑变性(AMD)。虽然新生血管性AMD的治疗取得了突破性进展,对萎缩性AMD的有效干预大多缺乏。缺乏患者RPE数据集阻碍了RPE病理学知识的不足,特别是在单细胞分辨率下。在这项研究中,我们深入研究了AMD供体的大规模单细胞资源,其中RPE细胞占据了相当大的比例.整合萎缩性AMD的大量RNA-seq数据集以提取RPE在萎缩性AMD发病机制中的分子特征。体内和体外模型均显示羧肽酶X,M14家族成员2(CPXM2)在萎缩性AMD的RPE细胞中特异性表达,这可能是由氧化应激诱导的,并参与了RPE细胞的上皮-间质转化。此外,在氧化应激细胞模型中,CPXM2的沉默抑制了RPE细胞的间充质表型。因此,我们的研究结果表明,CPXM2在调节萎缩性AMD中起着至关重要的作用,并可能成为萎缩性AMD的潜在治疗靶点.
    The retinal pigment epithelium (RPE) is fundamental to sustaining retinal homeostasis. RPE abnormality leads to visual defects and blindness, including age-related macular degeneration (AMD). Although breakthroughs have been made in the treatment of neovascular AMD, effective intervention for atrophic AMD is largely absent. The inadequate knowledge of RPE pathology is hindered by a lack of patient RPE datasets, especially at the single-cell resolution. In this study, we delved into a large-scale single-cell resource of AMD donors in which RPE cells were occupied in a substantial proportion. Bulk RNA-seq datasets of atrophic AMD were integrated to extract molecular characteristics of RPE in the pathogenesis of atrophic AMD. Both in vivo and in vitro models revealed that carboxypeptidase X, M14 family member 2 (CPXM2) was specifically expressed in the RPE cells of atrophic AMD, which might be induced by oxidative stress and involved in the epithelial-mesenchymal transition of RPE cells. Additionally, silencing of CPXM2 inhibited the mesenchymal phenotype of RPE cells in an oxidative stress cell model. Thus, our results demonstrate that CPXM2 plays a crucial role in regulating atrophic AMD and may serve as a potential therapeutic target for atrophic AMD.
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  • 文章类型: Journal Article
    背景:在亨廷顿病(HD)中,亨廷顿(HTT)基因中的CAG重复扩增突变驱动了破坏mRNA加工的功能获得毒性.尽管基因剪接的失调已经在人类HD死后的脑组织中显示,死后分析可能与晚期HD的细胞类型组成变化有关,限制识别与早期发病机制相关的失调的能力。
    方法:为了研究早期HD的基因剪接变化,在已建立的等基因HD细胞模型中,我们进行了选择性剪接分析和蛋白质基因组学方法,以鉴定早期CAG长度相关剪接变化.
    结果:我们报道了广泛的神经元分化阶段和CAG长度依赖性剪接变化,发现RNA加工的富集,神经元功能,和具有突变HTT相关剪接的表观遗传修饰相关基因。当与蛋白质组学数据集整合时,我们在蛋白质水平上鉴定了几种差异剪接事件.通过与人类验尸和小鼠模型数据进行比较,我们确定了从胚胎干细胞到死后纹状体组织的剪接改变的常见模式。
    结论:我们发现HD中广泛的剪接失调发生在神经元发育的早期细胞模型中。重要的是,我们在我们的HD细胞模型中观察到HD相关的剪接变化,这些变化也在人类HD纹状体和小鼠模型HD纹状体中被鉴定出来,提示剪接相关的发病机制可能发生在神经元发育的早期,并持续到疾病的后期。一起,我们的结果强调了HD的剪接失调,这可能导致神经元功能和神经病理学的破坏.
    背景:这项研究得到了李孔川医学院的支持,南洋理工大学新加坡南洋助理教授创业补助金,新加坡教育部在其新加坡教育部学术研究基金一级(RG23/22)下,不列颠哥伦比亚省儿童医院研究所研究员授予奖(IGAP),和迈克尔·史密斯健康研究BC的学者奖。
    BACKGROUND: In Huntington\'s disease (HD), a CAG repeat expansion mutation in the Huntingtin (HTT) gene drives a gain-of-function toxicity that disrupts mRNA processing. Although dysregulation of gene splicing has been shown in human HD post-mortem brain tissue, post-mortem analyses are likely confounded by cell type composition changes in late-stage HD, limiting the ability to identify dysregulation related to early pathogenesis.
    METHODS: To investigate gene splicing changes in early HD, we performed alternative splicing analyses coupled with a proteogenomics approach to identify early CAG length-associated splicing changes in an established isogenic HD cell model.
    RESULTS: We report widespread neuronal differentiation stage- and CAG length-dependent splicing changes, and find an enrichment of RNA processing, neuronal function, and epigenetic modification-related genes with mutant HTT-associated splicing. When integrated with a proteomics dataset, we identified several of these differential splicing events at the protein level. By comparing with human post-mortem and mouse model data, we identified common patterns of altered splicing from embryonic stem cells through to post-mortem striatal tissue.
    CONCLUSIONS: We show that widespread splicing dysregulation in HD occurs in an early cell model of neuronal development. Importantly, we observe HD-associated splicing changes in our HD cell model that were also identified in human HD striatum and mouse model HD striatum, suggesting that splicing-associated pathogenesis possibly occurs early in neuronal development and persists to later stages of disease. Together, our results highlight splicing dysregulation in HD which may lead to disrupted neuronal function and neuropathology.
    BACKGROUND: This research is supported by the Lee Kong Chian School of Medicine, Nanyang Technological University Singapore Nanyang Assistant Professorship Start-Up Grant, the Singapore Ministry of Education under its Singapore Ministry of Education Academic Research Fund Tier 1 (RG23/22), the BC Children\'s Hospital Research Institute Investigator Grant Award (IGAP), and a Scholar Award from the Michael Smith Health Research BC.
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  • 文章类型: Journal Article
    目的:为了确定窄带紫外线B(NB-UVB)诱导的分子机制,可以解释其抗炎功效,基因表达和转录组分析,这是使用先进的分子技术进行的。
    方法:本研究是针对接受NB-UVB治疗的中度至重度斑块型银屑病患者进行的。进行RNA测序(RNA-Seq)以测定转录组并鉴定在主要途径分析期间富集的差异表达的转录物。
    结果:NB-UVB治疗银屑病的临床改善与“免疫信号通路”和“细胞周期调节”的抑制有关,生长和增殖途径对疾病的发病机理至关重要。此外,这些结果通过证明NB-UVB治疗对角质形成细胞分化有显著影响,并影响与细胞增殖和凋亡相关的基因和炎症介质的调节而得到进一步证实.此外,NB-UVB光疗还涉及病灶性银屑病中toll样受体信号传导的下调。
    结论:NB-UVB是治疗银屑病的有效方法。我们的研究支持以下结论:NB-UVB治疗的临床有效性是基于对广泛的炎症信号通路的抑制,炎性细胞因子的基因表达和抗炎信号通路在银屑病皮肤中的表达增加。这是第一项应用先进的分子技术研究光疗作为解锁遗传知识和创造新信息的新钥匙的研究。最终,目标是增加医学知识并改善牛皮癣的患者护理。
    OBJECTIVE: To identify the narrowband ultraviolet B (NB-UVB)-induced molecular mechanisms that may account for their anti-inflammatory efficacy, gene expression and transcriptome profiling, which were performed using advanced molecular techniques.
    METHODS: This research was conducted on patients with moderate-to-severe plaque-type psoriasis who received NB-UVB treatment. RNA sequencing (RNA-Seq) was conducted to assay the transcriptomes and identify the differentially expressed transcripts that had been enriched during the major pathway analysis.
    RESULTS: Clinical improvement of psoriasis by NB-UVB therapy is linked to the suppression of the \"immunological signaling pathways\" and \"cell cycle regulatory, growth and proliferation pathways\" which are critical to the pathogenesis of the disease. In addition, these results were further substantiated by demonstrating that NB-UVB therapy has a significant effect on keratinocyte differentiation and affects the regulation of genes and inflammatory mediators that are related to cell proliferation and apoptosis. Moreover, NB-UVB phototherapy is also involved with the downregulation of toll-like receptors signaling in lesional psoriasis.
    CONCLUSIONS: NB-UVB is an effective treatment for psoriasis. Our study supports the conclusion that the clinical effectiveness of NB-UVB therapy is based on the suppression of a broad range of inflammatory signaling pathways, gene expression of inflammatory cytokines and increased expressions of anti-inflammatory signaling pathways in psoriatic skin. This is the first study that applied advanced molecular techniques to investigate phototherapy as a new key to unlock genetic knowledge and create novel information. Ultimately, the goal is to increase medical knowledge and improve the patient care of psoriasis.
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  • 文章类型: Journal Article
    Glioblastoma (GBM) is the most common primary malignant intracranial adult brain tumor. Allelic deletion on chromosome 14q plays an essential role in GBM pathogenesis, and this chromosome 14q site was thought to harbor multiple tumor suppressor genes associated with GBM, a region that also encodes microRNA-203 (miR-203). This study was conducted to identify whole transcriptome profile changes associated with miR-203 expression by high-throughput RNA sequencing. Enrichment analyses for gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis revealed that miR-203 expression had a strong, negative effect on a number of fundamental and interconnected biological processes involved in cell growth and proliferation. The biological processes mostly influenced were p53 signaling pathway, FoxO signaling pathway, DNA replication, cell cycle, MAPK signaling pathway, and apoptosis. In total, 847 upregulated and 345 downregulated differentially expressed genes were identified in control versus miR-203 expressing glioma cells. After GO enrichment, the downregulated differentially expressed genes such as BCL2, SPARC were found to be mainly enriched in cell cycle regulation and apoptosis processes, whereas the upregulated differentially expressed genes such as CCND1, E2F1 were involved in the DNA replication and cell cycle regulation. We also performed miR-203 target analysis and found BCL2, AKT, SPARC, ROBO1, c-JUN, PDGFA, and CREB were predicted target of miR-203 and miR-203 expression suppressed the protein and mRNA levels of these target genes by western blotting and qRT-PCR analysis. Moreover, co-transfection experiments using a luciferase-based reporter assay demonstrated that miR-203 directly regulated BCL-2 expression and BCL-2 overexpression suppressed miR-203 mediated glioma cell apoptosis. These results indicate that overexpression of miR-203 coordinately regulates several oncogenic pathways in GBM.
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