transcriptome profiling

转录组分析
  • 文章类型: Journal Article
    已经发现许多肿瘤药物在一部分患者中引起心脏毒性,这极大地限制了它们的临床应用,并阻碍了救生抗癌治疗的益处。人类诱导的多能干细胞衍生的心肌细胞(iPSC-CM)携带供体特异性遗传信息,并已被提出用于探索肿瘤药物诱导的心脏毒性的个体间差异。在这里,我们评估了iPSC-CM相关测定的个体间和个体内变异性,并提出了使用供体特异性iPSC-CM前瞻性预测多柔比星(DOX)诱导的心脏毒性(DIC)的概念证明。我们的发现表明,供体特异性iPSC-CM在细胞毒性和转录测定中表现出比个体内变异性更大的线间变异性。iPSC-CM的可变和剂量依赖性细胞毒性反应与临床实践中观察到的相似,并在很大程度上复制了报告的机制。通过根据iPSC-CM对DOX的时间和浓度相关表型反应将其分为抗性和敏感细胞系,我们发现供体特异性iPSC-CM对DOX的敏感性可以预测体内DIC风险.此外,我们确定了一个差异表达的基因,DNDmicroRNA介导的抑制抑制剂1(DND1),在DOX抗性和DOX敏感性iPSC-CM之间。我们的结果支持利用供体特异性iPSC-CM评估DIC的个体差异。进一步的研究将包括一大群供体特异性iPSC-CM,以鉴定潜在的新型分子和遗传生物标志物,用于预测DOX和其他肿瘤药物诱导的心脏毒性。
    Many oncology drugs have been found to induce cardiotoxicity in a subset of patients, which significantly limits their clinical use and impedes the benefit of lifesaving anticancer treatments. Human induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) carry donor-specific genetic information and have been proposed for exploring the interindividual difference in oncology drug-induced cardiotoxicity. Herein, we evaluated the inter- and intraindividual variability of iPSC-CM-related assays and presented a proof of concept to prospectively predict doxorubicin (DOX)-induced cardiotoxicity (DIC) using donor-specific iPSC-CMs. Our findings demonstrated that donor-specific iPSC-CMs exhibited greater line-to-line variability than the intraindividual variability in impedance cytotoxicity and transcriptome assays. The variable and dose-dependent cytotoxic responses of iPSC-CMs resembled those observed in clinical practice and largely replicated the reported mechanisms. By categorizing iPSC-CMs into resistant and sensitive cell lines based on their time- and concentration-related phenotypic responses to DOX, we found that the sensitivity of donor-specific iPSC-CMs to DOX may predict in vivo DIC risk. Furthermore, we identified a differentially expressed gene, DND microRNA-mediated repression inhibitor 1 (DND1), between the DOX-resistant and DOX-sensitive iPSC-CMs. Our results support the utilization of donor-specific iPSC-CMs in assessing interindividual differences in DIC. Further studies will encompass a large panel of donor-specific iPSC-CMs to identify potential novel molecular and genetic biomarkers for predicting DOX and other oncology drug-induced cardiotoxicity.
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  • 文章类型: Journal Article
    环境毒物,如镉,在食物中发现,已知水和消费品会诱发男性生殖功能障碍。然而,镉诱导的睾丸支持细胞损伤的潜在分子机制(表现为血-睾丸屏障的破坏)仍然未知。有趣的是,睾丸中镉毒性的主要目标之一是支持细胞的细胞骨架,which,反过来,阻碍生精上皮中的细胞连接。为了扩大这些早期的观察,并为未来的研究提供路线图,我们开始了一项使用RNA-Seq的研究,以鉴定与镉诱导的支持细胞损伤有关的相关基因。使用生物信息学分析,鉴定了调节肌动蛋白和微管(MT)细胞骨架的多个基因集以及MAPK(丝裂原活化蛋白激酶)信号蛋白和几种信号通路的成分。更重要的是,我们还发现,虽然p38-MAPK(也有JNK或c-Jun)的基因表达在镉诱导的睾丸支持细胞损伤期间显著上调或下调,活化(磷酸化)形式上调。重要的是,多拉马莫德(BIRB796),一种特定的p38-MARK抑制剂,显示通过在支持细胞中磷酸化选择性阻断镉诱导的p-p38MAPK激活,确实能够阻断镉诱导的支持细胞损伤,包括破坏支持细胞通透性屏障功能,BTB相关蛋白的破坏性分布,以及肌动蛋白和MT细胞骨架的破坏性组织。这些数据为研究人员探索信号蛋白和/或级联的作用提供了有用的信息来源。除了MAPK,可能被镉用来诱发生殖功能障碍。
    Environmental toxicants, such as cadmium, found in foods, water, and consumer products are known to induce male reproductive dysfunction. However, the underlying molecular mechanism(s) by which cadmium-induced Sertoli cell injury as manifested by a disruption of the blood-testis barrier (BTB) remains unknown. Interestingly, one of the primary targets of cadmium toxicity in the testis is the cytoskeletons of the Sertoli cells, which, in turn, impedes cell junctions in the seminiferous epithelium. In order to expand these earlier observations and to provide a roadmap for future studies, we embarked a study using RNA sequencing to identify the pertinent genes involved in cadmium-induced Sertoli cell injury. Using bioinformatics analyses, multiple gene sets that regulated actin and microtubule (MT) cytoskeletons were identified along with components of the mitogen-activated protein kinase (MAPK) signaling protein and several signaling pathways. More important, we have also discovered that while the gene expression of p38-MAPK (also JNK or c-Jun) was considerably up- or downregulated during cadmium-induced Sertoli cell injury, the activated (phosphorylated) form was upregulated. Importantly, doramapimod (also known as BIRB 796), a specific p38-MARK inhibitor, that was shown to selectively block cadmium-induced p-p38 MAPK activation via phosphorylation in Sertoli cells, was indeed capable of blocking cadmium-induced Sertoli cell injury including disruption of the Sertoli cell-permeability barrier function, disruptive distribution of BTB-associated proteins, and disruptive organization of the actin and MT cytoskeletons. These data provide a helpful source of information for investigators to probe the role of signaling proteins and/or their signaling cascades, besides MAPKs, that likely utilized by cadmium to induce reproductive dysfunction.
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    OBJECTIVE: Hypericin (HYP) from Hypericum perforatum has cytotoxic effects on a variety of malignant cell types, but the pattern of gene expression mediating the effect is largely unknown. Here we sought to analyze the response of U87 glioblastoma (GBM) cell lines in response to HYP.
    METHODS: U87 cell line was treated by HYP. Cytotoxicity was assessed using MTT and Annexin V/PI assays. Gene expression profile was obtained using high-throughput sequencing. Enrichment analysis was performed on differentially expressed genes (DEGs). Upstream transcription factors and microRNAs regulating DEGs were predicted. The effects of DEGs on survival of GBM patients were calculated. Protein-protein interaction analysis was conducted to obtain key altered genes. The possible effect of HYP treatment on immunity response was evaluated.
    RESULTS: The IC50 of HYP on U87 cell line was determined to be 1.5 μg/ml. The main type of cell death was apoptosis. A total of 312 DEGs were found. Affected Gene Ontology terms and pathways were identified. Analysis of upstream modulators of DEGs pointed out to transcription factors that significantly overlap with GBM stem cell transcription factor. Survival analysis suggested that HYP works best for the mesenchymal subtype patients. Tumor infiltration analysis predicted that HYP may affect Treg and macrophage infiltration in vivo. Using expression pattern of GBM patients and HYP-induced DEGs we suggested Fedratinib as a complementary drug to HYP.
    CONCLUSIONS: Our study represents the response of U87 cell line to HYP, with analyses on survival, transcription factors and personalization according to GBM subtype.
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  • 文章类型: Journal Article
    Medicinal and industrial properties of phytochemicals (e.g. glycyrrhizin) from the root of Glycyrrhiza uralensis (licorice plant) made it an attractive, multimillion-dollar trade item. Bioengineering is one of the solutions to overcome such high market demand and to protect plants from extinction. Unfortunately, limited genomic information on medicinal plants restricts their research and thus biosynthetic mechanisms of many important phytochemicals are still poorly understood. In this work we utilized the de novo (no reference genome sequence available) assembly of Illumina RNA-Seq data to study the transcriptome of the licorice plant. Our analysis is based on sequencing results of libraries constructed from samples belonging to different tissues (root and leaf) and collected in different seasons and from two distinct strains (low and high glycyrrhizin producers). We provide functional annotations and the expression profile of 43,882 assembled unigenes, which are suitable for various further studies. Here, we searched for G. uralensis-specific enzymes involved in isoflavonoid biosynthesis as well as elucidated putative cytochrome P450 enzymes and putative vacuolar saponin transporters involved in glycyrrhizin production in the licorice root. To disseminate the data and the analysis results, we constructed a publicly available G. uralensis database. This work will contribute to a better understanding of the biosynthetic pathways of secondary metabolites in licorice plants, and possibly in other medicinal plants, and will provide an important resource to further advance transcriptomic studies in legumes.
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