miR-29a靶基因预测及其相关生物信息学分析

目的:通过对miR-29a进行靶基因预测及相关生物信息学分析,为miR-29a靶基因的实验验证提供数据支持,以期为深入研究miR-29a的生物学功能和调控机制提供理论指导。方法:利用PubMed检索miR-29a相关文章,通过miRBase在线工具分析miR-29a序列。应用TargetScan及miRNAda两种计算方法预测miR-29a靶基因并取其交集作为分析的基因集合,分别进行基因本体(gene ontology,GO)中的分子功能和生物学过程以及KEGG(Kyoto Encyclopedia of Genes and Genomes)生物通路富集分析。结果:(1)miR-29a序列在多物种间具有高度保守性。(2)两种方法预测miR-29a靶基因交集共191个。(3)miR-29a靶基因GO分子功能集中于转录因子活性、DNA结合和钙离子结合等(P0.05);miR-29a靶基因GO生物学过程集中于调控转录、细胞粘附、细胞增殖与凋亡等(P0.05);KEGG生物通路主要富集于PI3K-AKT信号通路、JAK-STAT信号通路、T细胞受体信号通路和胰岛素信号通路等信号转导通路,以及肺小细胞癌和子宫内膜癌等疾病通路(P0.05)。结论:miR-29a可能通过参与多个靶基因信号通路的调控,在机体的多种生理病理过程中发挥重要作用,是一个颇有研究价值的生物学靶标。     

miR-15a靶基因的预测及生物信息学分析

目的:对目前研究较为广泛的miR-15a的靶基因进行预测及相关生物信息学分析,以期为miR-15a靶基因的实验验证提供数据支持,并为深入研究miR-15a的调控机制及生物学功能奠定基础和提供理论指导。方法:选择TargetScan5.1与PicTar两种计算方法预测miR-15a的靶基因的交集作为分析的基因集合,分别进行GO注释描述、GO富集分析和生物通路富集分析。结果与结论:预测靶基因集合分别富集在转录调控、蛋白质修饰、细胞周期等生物学过程和蛋白激酶活性等分子功能上(P0.01);经典miR-15a预测靶基因集合显著富集于KEGG通路数据库中的Wnt信号通路、细胞周期和p53信号通路等5个信号转导通路及前列腺癌、慢性髓细胞性白血病、黑素瘤等7个疾病通路中(P0.05)。     

小儿脓毒症休克相关基因的筛选及网络构建

为探究脓毒症休克与SIRS的差异表达基因及网络的构建,筛选潜在的核心基因,从GEO数据库下载相关基因表达谱GSE26378,数据分为脓毒症休克与SIRS各29个样本,通过在线软件GCBI对其进行标准化及差异基因筛选;对差异基因进行GO分析;基于KEGG进行功能通路分析以及基因信号网络分析;差异基因共表达网络分析。结果表明:两组中总共有1 456个基因被识别为差异基因(P0.05),与SIRS组相比,脓毒症休克组中有条859条下调基因,597条上调基因。GO功能富集分析显示差异基因主要参与了细胞周期、细胞免疫、细胞代谢。KEGG功能通路分析显示差异基因主要参与了MAPK信号通路、P53信号通路、wnt信号通路、细胞凋亡信号通路,细胞周期受体信号通路等。共表达分析发现基因CCNB1、NUSAP1、OIP5、SHCBP1、ZWINT、TOP2A、DLGAP5等位于网络中央部位,而基因信号网络分析发现基因PLCB1、PIK3CA、STAT3、CAMK2D、PRKCB、CREB1位于网络核心。基因芯片分析有助于发现脓毒症休克与SIRS患儿外周血单核细胞在转录组学上的改变,而生物信息学网络分析有助于发现潜在的靶点。     

生物信息学方法在基因芯片数据功能分析中的应用

基因芯片技术是当前功能基因组研究的重要工具.基因功能分析是将基因表达数据与基因功能或生物学通路相联系,寻找有意义的变化基因.本文介绍了GO分类法、信号通路和生物调控网络等常用的基因功能分析方法和工具.     

基因芯片筛选新疆维吾尔妇女宫颈癌差异表达基因

新疆南部维吾尔族聚居区是宫颈癌高发区. 本文旨在利用基因芯片技术筛选与维吾尔族妇女宫颈癌发生相关的基因. 首先,分别提取5例新疆维吾尔妇女宫颈癌和5例子宫肌瘤组织(对照)的mRNA,逆转录成cDNA,并用Cy3-dUTP标记子宫肌瘤组织的cDNA,用Cy5 dUTP标记宫颈癌组织的cDNA,制成芯片杂交探针.为筛选出宫颈癌组织中差异表达的基因,上述标记探针分别与含有20 000条人类基因的Affymetrix基因芯片进行杂交,杂交信号用GeneChip Scanner 3000扫描仪扫描,并用芯片图像分析软件(SAM software)分析扫描结果.筛选出的差异表达基因经GO(Gene Ontology)分析和KEGG（Kyoto Encyclopedia of Genes and Genomes）信号通路分析,确定其在宫颈癌中的作用.基因芯片筛选结果显示,在宫颈癌组织中发现2 758个差异表达基因,其中1 326个上调基因,1 432个下调基因.GO分析和KEGG信号通路分析表明,表达差异在两倍以上的基因涉及168个信号通路,包括细胞粘附分子、细胞周期以及MAPK和mTOR信号通路等.上述结果表明,基因芯片技术筛选出大量与宫颈癌发生相关的基因,其中表达差异显著的基因涉及细胞粘附分子、细胞周期和mTOR等信号通路.     

真核生物rRNA基因的转录调节

核糖体RNA(rRNA）基因的转录直接决定着细胞核糖体的生物发生,而后者与细胞的生长、增殖等行为相适应.研究发现,rRNA基因转录以RNA聚合酶Ⅰ（Pol Ⅰ）为核心,有多种因子参与,并受到多种调控因子的严密调节控制;各调控因子不仅均有自己特异的作用位点,而且又彼此关联、相辅相成.本文在简要介绍真核生物rRNA基因转录基本过程与涉及的主要因子的基础上,重点阐述了rRNA基因转录的主要调节方式,包括ERK、mTOR和JNK等信号转导通路对转录因子磷酸化的影响;转录因子的乙酰化;细胞周期相关因子和其它因子的多种作用方式等. 概括起来看,真核生物rRNA基因转录调节的核心机制是调节转录因子间及转录因子与DNA间的相互作用或影响染色质结构,从而实现对rRNA基因转录的调控,以满足特定生理/病理状况下细胞对rRNA量的要求.     

microRNAs与TP53基因调控网络研究进展

TP53基因(编码p53蛋白)作为一个重要的抑瘤基因,通过调控一系列信号转导通路广泛参与了多种恶性肿瘤的发生发展,一直是肿瘤分子生物学研究领域的热点.最近的研究发现,microRNAs(miRNAs)参与了TP53的信号通路,它们之间存在着复杂的调控网络.一方面,p53通过调控一些miRNAs的转录及转录后成熟,促进细胞周期阻滞、诱导细胞凋亡和衰老,抑制肿瘤发生.另一方面,许多miRNAs,如miR-25、miR-30d、miR-125b和miR-504等可直接调控p53的表达与活性,参与TP53信号通路的调节,还有一些miRNAs则通过调节p53上下游基因,发挥重要的生物学功能.其中,最具有代表性的是miR-34家族,它们受p53直接调控并参与TP53信号通路,通过靶向抑制多个TP53信号通路关键分子的表达,发挥抑瘤作用.此外,它们还可以通过抑制沉默信息调节子,增强p53的活性,反馈调节TP53信号通路.miRNAs与TP53之间调控网络的研究,是对TP53抑瘤机制的重要补充.     

肿瘤抑制基因Rb与细胞周期调控研究新进展

Rb与人类多种肿瘤发生关系密切,是一种重要的肿瘤抑制基因.Rb蛋白参与细胞周期调控,与p16、CDK4/6、cyclinD1等形成复杂的反馈调节网络,在G1/S关卡调控中处于中心环节,决定着细胞周期的进程.Rb又是核内信号与胞外信号相互作用的界面,受到胞内外多种因素的调控,使Rb功能与细胞生长、分化状态相适应.     

FoxO转录因子的活性调节及对哺乳动物细胞进程的调控

FoxO转录因子在哺乳动物的细胞分化、增殖和细胞存活中发挥着重要调控作用,其转录活性受PI3K通路、非PI3K依赖通路、乙酰化和泛素化作用等多种途径调控.FoxO受到上游信号分子PI3K/Akt、SGK等的激活,调节靶基因的转录,从而调节哺乳动物细胞周期的进程和凋亡事件.FoxO已成为肿瘤、癌症科学研究的热点之一.     

急性髓系白血病mRNA与非编码RNA差异表达谱及CeRNA调控网络分析

利用GEO数据库(gene expression omnibus database)通过生物信息学分析方法探讨急性髓系白血病(acute myelogenous leukemia,AML)的发病机制。检索GEO数据库中AML相关芯片数据集GSE142698、GSE142699和GSE96535。利用GEO2R分析得到差异mRNAs、miRNAs以及差异lncRNAs。利用在线生物信息学分析工具DAVID对差异mRNAs进行GO富集分析和KEGG通路分析。利用miRWalk数据库预测AML相关miRNAs的靶向mRNAs,利用Spongescan数据库预测AML相关miRNAs的靶向lncRNAs,构建lncRNA-miRNA-mRNA竞争性内源RNA （competing endogenous RNA,ceRNA）调控网络。共筛选出29个显著差异mRNAs、70个显著差异miRNAs和20 005个显著差异lncRNAs。GO富集分析和KEGG通路分析显示,差异表达基因主要涉及蛋白磷酸化、细胞分裂、细胞增殖的负调控、基因表达的正向调节、周期蛋白依赖的丝氨酸/苏氨酸激酶活性的调节等生物过程以及细胞周期、细胞衰老、癌症通路、PI3K-Akt通路等信号通路。将miRWalk数据库预测的靶向mRNAs与差异mRNAs取交集,Spongescan数据库预测的靶向lncRNAs与差异lncRNAs取交集,分别确定了25个mRNAs、6个lncRNAs参与AML相关ceRNA调控网络的构建。结果表明,lncRNAs可能作为关键的ceRNA,通过调控miRNA和相关靶基因参与AML的发生与发展,研究结果为AML诊断和治疗的分子生物学研究提供了新的依据。     

基于蛋白互作网络识别非小细胞肺癌相关基因功能模块

本研究对非小细胞肺癌(non-small cell lung carcinoma,NSCLC)基因表达数据进行差异表达分析,并与蛋白质相互作用网络(PPIN)数据进行整合,进一步利用Heinz搜索算法识别NSCLC相关的基因功能模块,并对模块中的基因进行功能(GO term)和通路(KEGG)富集分析,旨在探究肺癌发病分子机制。蛋白互作网络分析得到一个包含96个基因和117个相互作用的功能模块,以及8个对NSCLC的发生和发展起到关键作用候选基因标志物。富集分析结果表明,这些基因主要富集于基因转录催化及染色质调控等生物学过程,并在基础转录因子、黏着连接、细胞周期、Wnt信号通路及HTLV-Ⅰ感染等生物学通路中发挥重要作用。本研究对非小细胞肺癌相关的基因和生物学通路进行预测,可用于肺癌的早期诊断和早期治疗,以降低肺癌死亡率。     

A systems‐based approach to investigate dose‐ and time‐dependent methylmercury‐induced gene expression response in C57BL/6 mouse embryos undergoing neurulation

BACKGROUND: Aberrations during neurulation due to genetic and/or environmental factors underlie a variety of adverse developmental outcomes, including neural tube defects (NTDs). Methylmercury (MeHg) is a developmental neurotoxicant and teratogen that perturbs a wide range of biological processes/pathways in animal models, including those involved in early gestation (e.g., cell cycle, cell differentiation). Yet, the relationship between these MeHg‐linked effects and changes in gestational development remains unresolved. Specifically, current information lacks mechanistic comparisons across dose or time for MeHg exposure during neurulation. These detailed investigations are crucial for identifying sensitive indicators of toxicity and for risk assessment applications. METHODS: Using a systems‐based toxicogenomic approach, we examined dose‐ and time‐dependent effects of MeHg on gene expression in C57BL/6 mouse embryos during cranial neural tube closure, assessing for significantly altered genes and associated Gene Ontology (GO) biological processes. Using the GO‐based application GO‐Quant, we quantitatively assessed dose‐ and time‐dependent effects on gene expression within enriched GO biological processes impacted by MeHg. RESULTS: We observed MeHg to significantly alter expression of 883 genes, including several genes (e.g., Vangl2, Celsr1, Ptk7, Twist, Tcf7) previously characterized to be crucial for neural tube development. Significantly altered genes were associated with development cell adhesion, cell cycle, and cell differentiation–related GO biological processes. CONCLUSIONS: Our results suggest that MeHg‐induced impacts within these biological processes during gestational development may underlie MeHg‐induced teratogenic and neurodevelopmental toxicity outcomes. Birth Defects Res (Part B) 89:188–200, 2010. © 2010 Wiley‐Liss, Inc.     

Analysis of Tumor Suppressor Genes Based on Gene Ontology and the KEGG Pathway

Cancer is a serious disease that causes many deaths every year. We urgently need to design effective treatments to cure this disease. Tumor suppressor genes (TSGs) are a type of gene that can protect cells from becoming cancerous. In view of this, correct identification of TSGs is an alternative method for identifying effective cancer therapies. In this study, we performed gene ontology (GO) and pathway enrichment analysis of the TSGs and non-TSGs. Some popular feature selection methods, including minimum redundancy maximum relevance (mRMR) and incremental feature selection (IFS), were employed to analyze the enrichment features. Accordingly, some GO terms and KEGG pathways, such as biological adhesion, cell cycle control, genomic stability maintenance and cell death regulation, were extracted, which are important factors for identifying TSGs. We hope these findings can help in building effective prediction methods for identifying TSGs and thereby, promoting the discovery of effective cancer treatments.     

Hsa-miR-125b在人胃癌耐药细胞株中的表达及其靶基因的功能分析

研究表明, Hsa-miR-125b在人胃癌耐氟尿嘧啶细胞株BGC823/Fu中表达下降。为进一步探讨hsa-miR-125b在获得性耐药中所起的作用, 文章应用miRbase、靶基因预测软件、Gene Ontology数据库及KEGG数据库对hsa-miR-125b的序列特征、进化保守性、靶基因及功能以及靶基因所参与的信号通路等进行了深入的生物信息学分析。结果显示：has-miR-125b在多个物种之间具有高度序列保守性; 通过软件预测获得hsa-miR- 125b 靶基因79个, 其分子功能包括转录调节、蛋白质结合和肽酶类活性等(P<0.001), 其所参与的生物学过程主要有细胞周期、细胞增殖、细胞凋亡的正性或负性调控以及细胞因子刺激反应性、药物反应性、DNA损伤反应性等(P<0.001), 调控包括MAPK、Wnt、p53等多条信号转导通路(P<0.01)。上述结果表明hsa-miR-125b可能参与调控多个生物学过程和信号转导通路, 而其中细胞增殖、细胞凋亡、细胞周期等生物学过程以及MAPK、Wnt、p53等信号通路已被证实与肿瘤耐药的发生有关。因此, hsa-miR-125b可能通过调控上述环节中的靶基因来影响肿瘤细胞对药物的敏感性, 从而为hsa-miR-125b在肿瘤耐药中的作用机制提供新的研究线索。     

Modification of oxidative stress on gene expression profiling in the rat infarcted heart

Cardiac oxidative stress is developed following myocardial infarction (MI) particularly in the first week of MI. The influence of reactive oxygen species (ROS) on gene expression profiling and molecular pathways in the infarcted myocardium remains uncertain and is explored in the present study. Rats with MI were treated with or without antioxidants for 1 week. Normal rats served as controls. Cardiac oxidative stress and gene profiling were investigated. Compared to normal hearts, malondialdehyde, a marker of oxidative stress, was significantly increased in the infarcted myocardium, which was significantly suppressed by antioxidants. Microarray assay showed that over a thousand genes were differentially expressed in the infarcted myocardium. Antioxidants significantly altered the expression of 159 genes compared to untreated MI rats. Ingenuity pathway analysis indicated that multiple pathway networks were affected by antioxidants, including those related to cell movement, growth/development, death, and inflammatory/fibrotic responses. IPA further identified that these changes were primarily related to NFκB, p38 MAPK, and ERκ1/2 pathways. Hub genes were identified in the associated gene networks. This study reveals the gene networks associated with cardiac oxidative stress postMI. These observations indicate that ROS regulate various molecular and cellular actions related to cardiac repair/remodeling through multiple gene networks.     

长丝萝中的两个抗肿瘤活性成分的分离鉴定及对抑癌基因变化的验证

以长丝萝Dolichousnea longissima中分离得到的体外细胞毒活性较强的两个苯骈呋喃类化合物为实验材料,采用Affymetrix全表达谱基因芯片、GO分类、Pathway分析和实时荧光定量PCR技术对2种化合物处理前后的肝癌细胞株HepG2的差异表达基因进行分析和验证。结果表明,(Z)-2-乙酰基-5,5-二[2-(7-乙酰基-4,6-二羟基-3,5-二甲基苯骈呋喃基)]-4-羟基-2,4-戊二烯-1-醛筛选出明显变化的基因728个,其中上调基因有246个,下调基因有482个。PATHWAY分析与肿瘤相关的信号通路有细胞周期信号通路、内吞作用信号通路、癌细胞中信号通路、前列腺癌信号通路、p53信号通路、结肠直肠癌信号通路。GO分类显示差异基因共参与266个BP分类、68个CC分类和43个MF分类。4-[3-(7-乙酰基-4,6-二羟基-3,5-二甲基-2-氧代-2,3-二氢苯骈呋喃基)]-4-[2-(7-乙酰基-4,6-二羟基-3,5-二甲基苯骈呋喃基)]-3-氧代丁酸乙酯筛选出明显变化的基因112个,其中上调基因有8个,下调基因有104个。PATHWAY分析与肿瘤相关的信号通路有细胞周期信号通路、内吞作用信号通路。GO分类显示差异基因共参与109个BP分类、48个CC分类和15个MF分类。因此,以上两个苯骈呋喃类化合物均主要通过影响细胞周期信号通路和内吞作用信号通路使抑癌基因发生变化。     

Microarray profiling of HepG2 cells ectopically expressing NDRG2

Previous studies have demonstrated that N-Myc downstream-regulated gene 2 (NDRG2) is a tumor suppressor that is downregulated in many human cancers and when overexpressed, can inhibit tumor growth and metastasis. However, its molecular function, its modulatory targets, and signaling pathways associated with it remain unclear. Here, in an effort to identify the genes modulated by NDRG2 expression, a microarray study was conducted to detect the expression profile of HepG2 cells overexpressing NDRG2 or LacZ. Gene Ontology (GO) biological process analysis revealed that genes related to G protein signaling pathway were upregulated. Five of them were selected and verified by real-time PCR. Gene sets related to M phase of cell cycle were downregulated. This was in agreement with cell cycle analysis. Signaling pathway analysis demonstrated apparent augmented hematopoietic cell lineage pathway and cell adhesion, but reduced glycosylphosphatidylinositol (GPI)-anchor biosynthesis, protein degradation and SNARE interactions. Furthermore, through motif analysis and experimental validation, we found that the p38 phosphorylation can be increased by NDRG2. Our research provides the molecular basis for understanding the role of NDRG2 in tumor cells and raises interesting questions about its mechanisms and potential use in cancer therapy.