家蚕5龄幼虫精巢和卵巢microRNA芯片及转录组比较分析

【目的】本研究旨在通过对家蚕Bombyx mori 5龄幼虫精巢和卵巢组织微小RNA (microRNA, miRNA)基因芯片及转录组进行分析,找到参与家蚕性腺发育相关的miRNA分子及可能的靶基因。【方法】采用新一代高通量测序平台对家蚕5龄幼虫精巢和卵巢(分别定义为Test和Control)进行miRNA基因芯片检测及转录组测序分析,根据P＜0.05且log₂(fold change, FC)≥2的标准,通过比较筛选出Test vs Control的差异表达miRNA;根据q≤0.05且|log₂(fold change)|≥1的标准,通过比较筛选出Test vs Control的差异表达基因 (differentially expressed genes, DEGs);随机选取8个上调和12个下调差异表达miRNA,对其表达及其预测的5个靶基因进行qRT-PCR验证;对DEGs以及差异表达miRNA的靶基因进行KEGG通路富集分析。【结果】从精巢和卵巢样本中(Test vs Control)分别鉴定出68个差异表达miRNA和3 991个DEGs,其中上调和下调miRNA分别为36和32个,上调和下调DEGs分别为2 033和1 958个。差异表达miRNA的qRT PCR验证结果均与芯片数据一致。KEGG通路富集分析结果显示DEGs在新陈代谢及核糖体的信号通路显著富集。对差异表达miRNA在DEGs中的可能靶基因进行预测,结果找到了4组表达趋势相反的miRNA与靶基因：分别是bmo-miR-2774a与LOC101745556;bmo-miR-92b与LOC101735954以及bmo-miR-3266与LOC733130和LOC778467;1组表达趋势一致的miRNA与靶基因：bmo-miR-3321与LOC101744895。5个靶基因的qRT-PCR验证结果与转录组测序结果一致。【结论】本研究获得了家蚕5龄幼虫精巢和卵巢转录组及miRNA芯片数据,筛选并验证了4组差异表达和1组一致表达miRNA及潜在靶基因,为探究家蚕精巢和卵巢发育差异奠定了基础。     

草地贪夜蛾雄性成虫和5龄幼虫的转录组比较分析

【目的】草地贪夜蛾Spodoptera frugiperda是一种新近入侵我国的重要害虫。本研究旨在对草地贪夜蛾雄性成虫和5龄幼虫两个不同发育阶段的转录组进行比较分析。【方法】利用高通量测序技术对草地贪夜蛾雄性成虫和5龄幼虫进行转录组测序和数据组装,并对转录组数据进行功能注释和比较分析。【结果】经de novo组装共获得209 002条转录本,平均长度为687.55 bp,N50为982 bp。共有46 198条(57.43%) unigene在至少一个数据库中获得功能注释,其中1 713条(2.13%) unigene在所有数据库中均能获得注释。在GO数据库中获得205 269条unigene的注释,主要包括68个功能分类;在KEGG数据库中共有3 408条unigene得到注释,涉及277个代谢通路。共鉴定到424个嗅觉相关的基因,并且在雄性成虫和5龄幼虫之间的表达存在差异。通过比较转录组分析,在雄性成虫中鉴定到9 162个上调和6 399个下调差异表达基因(DEGs);功能富集分析发现在上调DEGs中涉及信息素以及信号转导的代谢通路显著富集,而下调DEGs中涉及解毒相关的通路显著富集。【结论】这些转录组数据为探究草地贪夜蛾的生长发育、嗅觉相关功能基因以及候选分子靶标提供资源信息。     

Identification of cellular pathways of "type 1," Th17 T cells, and TNF- and inducible nitric oxide synthase-producing dendritic cells in autoimmune inflammation through pharmacogenomic study of cyclosporine A in psoriasis

Therapeutic modulation of psoriasis with targeted immunosuppressive agents defines inflammatory genes associated with disease activity and may be extrapolated to a wide range of autoimmune diseases. Cyclosporine A (CSA) is considered a "gold standard" therapy for moderate-to-severe psoriasis. We conducted a clinical trial with CSA and analyzed the treatment outcome in blood and skin of 11 responding patients. In the skin, as expected, CSA modulated genes from activated T cells and the "type 1" pathway (p40, IFN-gamma, and STAT-1-regulated genes). However, CSA also modulated genes from the newly described Th17 pathway (IL-17, IL-22, and downstream genes S100A12, DEFB-2, IL-1beta, SEPRINB3, LCN2, and CCL20). CSA also affected dendritic cells, reducing TNF and inducible NO synthase (products of inflammatory TNF- and inducible NO synthase-producing dendritic cells), CD83, and IL-23p19. We detected 220 early response genes (day 14 posttreatment) that were down-regulated by CSA. We classified >95% into proinflammatory or skin resident cells. More myeloid-derived than activated T cell genes were modulated by CSA (54 myeloid genes compared with 11 lymphocyte genes), supporting the hypothesis that myeloid derived genes contribute to pathogenic inflammation in psoriasis. In circulating mononuclear leukocytes, in stark contrast, no inflammatory gene activity was detected. Thus, we have constructed a genomic signature of successful treatment of psoriasis which may serve as a reference to guide development of other new therapies. In addition, these data also identify new gene targets for therapeutic modulation and may be applied to wide range of autoimmune diseases.     

乙烯诱导水仙成花相关代谢物和基因的筛选与分析

为了解乙烯诱导水仙(Narcissus tazetta var. chinensis)成花的生理和分子机制,利用代谢组和转录组测序技术,筛选乙烯诱导水仙成花的差异表达代谢物和基因。结果表明,乙烯处理的侧芽检测到12个差异表达代谢物(DEM),包括7个上调,5个下调,其中,(±)7-表茉莉酸、多巴胺、亚精胺可能与乙烯诱导水仙成花正相关,而吲哚及其衍生物呈负相关。转录组共获得1 021个差异表达基因(DEG),包括615个上调,406个下调,在DEG中鉴定筛选了45个与乙烯信号传导和开花相关的差异表达基因。乙烯诱导水仙成花启动可能先激活水仙鳞茎内源植物激素(尤其乙烯)信号通路的变化,与开花促进基因FPF1和MADS15的上调表达密切相关。9个基因的qRT-PCR结果验证了RNA-Seq的正确性。这些差异表达的代谢物和基因在水仙成花启动过程中可能具有重要作用。     

Bioinformatics identification of the methylerythritol phosphate pathway associated genes in <Emphasis Type="Italic">Arabidopsis thaliana</Emphasis> with <Emphasis Type="Italic">ceh1</Emphasis> mutant

The methylerythritol phosphate (MEP) pathway for the production of isoprenoids is recently discovered. The current study aimed to identify MEP pathway disorder-related molecular mechanisms and potential genes in Arabidopsis thaliana. Microarray data (GSE61675) obtained from ceh1 mutant plants and corresponding parental lines were retrieved from Gene Expression Omnibus (GEO) database and were applied for differentially expressed genes (DEGs) screening. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis of DEGs were performed. Protein-protein interaction (PPI) network was then constructed and displayed by Cytoscape software. Total 762 DEGs including 620 up-regulated and 142 down-regulated genes were screened. In addition, a great many of DEGs were mainly involved in biosynthesis and metabolism-related pathways, such as stilbenoid, diarylheptanoid, and gingerol biosynthesis, and biosynthesis of terpenoids and steroids. Moreover, a PPI network contained 90 down-regulated genes and 497 up-regulated genes were obtained. Up-regulated DEGs including glutaredoxin (GRX480, cytochrome BC1 synthase (BCS1, syntaxin of plants 121 (SYP121) and A. thaliana MAP kinase 11 (ATMPK11) with higher degree in this network were hub nodes. Pathways including stilbenoid, diarylheptanoid, and gingerol biosynthesis obtained in our study were consistent with previous studies. Importantly, GRX480, BCS1 and ATMPK11 could have close interactions with the MEP pathway and may play important roles in the biosynthesis of isoprenoids.     

基于高通量转录组测序技术的无精子症患者睾丸组织比较转录组分析

本研究探讨不同程度无精子症患者睾丸组织的转录组差异,了解差异表达基因(DEG)在功能、分类和代谢通路的不同,揭示无精子症患者精子发生分子机制,为促进男性不育研究的发展提供理论基础.选取1份非梗阻性无精子症和4份梗阻性无精子症患者睾丸组织样品(从无精子到有精子),进行RNA提取和文库构建,利用Illumina HiSeqTM2500高通量测序,构建无精子症患者睾丸组织转录组文库,并用生物信息学方法进行分析.结果发现,样品比对基因组数据库的平均比对率为94.38%,共检测2 242个属于预测新的蛋白质编码基因的转录本.得到差异表达基因统计结果为:NOA vs. OA1基因上调8 045,下调1 150;OA1 vs. OA2基因上调1 538,下调420;OA2 vs. OA3基因上调1 275,下调1 690;OA3 vs. OA4基因上调1 834,下调1 853.比较5例无精子症睾丸组织的差异基因KEGG,主要富集在RNA降解通路、基底细胞瘤通路、癌通路、黑色素生成通路和调节干细胞多能性等信号通路. PRM1、PRM2、TNP1、UBXN6、CXCL16、NUPR2、CCDC136和CRISP2等基因的表达呈递增趋势,并具有时序特异性.此外,5例无精子症睾丸组织的表达基因有不同程度的基因融合.综上,基因融合可能和无精子症相关,并且不同程度无精子症患者睾丸组织的差异表达基因数量、功能、分类和代谢通路不同.本研究筛选出精子发生、精子运动等差异表达基因,丰富了无精子症患者睾丸组织转录组信息,为开展无精子症患者睾丸组织相关基因及分子调控机制的研究奠定基础.     

两种药物协同效应对酵母细胞转录组的影响

寻找抗衰老活性分子并研究其作用机制是衰老药物学的研究重点和热点。前期研究发现活性分子多球壳菌素和雷帕霉素可通过分子间协同效应延缓芽殖酵母细胞衰老。为了考察这两种小分子协同效应对细胞转录组的影响,利用DNA Microarray技术及生物信息学手段系统分析了这两种小分子药物协同处理对基因表达谱、基因本体聚类及相关信号通路的影响。研究结果显示,药物协同效应对细胞转录组产生了显著影响,共导致2 546个基因的差异表达(FDR0.05,Fold Change10%),其中1 157个基因显著上调,1 389个基因显著下调。进一步对基因本体聚类及信号通路分析显示,线粒体相关的分子功能、细胞组分、生物学过程和信号通路是此协同效应的一个主要靶点,其他可能的作用靶点还包括核糖体的生物发生、细胞骨架及过氧化物酶体代谢。     

Ossification of the posterior longitudinal ligament related genes identification using microarray gene expression profiling and bioinformatics analysis

Ossification of the posterior longitudinal ligament (OPLL) is a kind of disease with physical barriers and neurological disorders. The objective of this study was to explore the differentially expressed genes (DEGs) in OPLL patient ligament cells and identify the target sites for the prevention and treatment of OPLL in clinic. Gene expression data GSE5464 was downloaded from Gene Expression Omnibus; then DEGs were screened by limma package in R language, and changed functions and pathways of OPLL cells compared to normal cells were identified by DAVID (The Database for Annotation, Visualization and Integrated Discovery); finally, an interaction network of DEGs was constructed by string. A total of 1536 DEGs were screened, with 31 down-regulated and 1505 up-regulated genes. Response to wounding function and Toll-like receptor signaling pathway may involve in the development of OPLL. Genes, such as PDGFB, PRDX2 may involve in OPLL through response to wounding function. Toll-like receptor signaling pathway enriched genes such as TLR1, TLR5, and TLR7 may involve in spine cord injury in OPLL. PIK3R1 was the hub gene in the network of DEGs with the highest degree; INSR was one of the most closely related genes of it. OPLL related genes screened by microarray gene expression profiling and bioinformatics analysis may be helpful for elucidating the mechanism of OPLL.