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Understanding miRNAs' regulatory networks and target genes could facilitate the development of therapies for human diseases such as cancer. Although much useful gene expression profiling data for tumor cell lines is available, microarray data for miRNAs and mRNAs in the human HepG2 cell line have only been compared with that of other cell lines separately. The relationship between miRNAs and mRNAs in integrated expression profiles for HepG2 cells is still unknown. To explore the miRNA–mRNA correlations in hepatocellular carcinoma (HCC) cells, we performed miRNA and mRNA expression profiling in HepG2 cells and normal liver HL-7702 cells at the genome scale using next-generation sequencing technology. We identified 193 miRNAs that are differentially expressed in these two cell lines. Of these, 89 miRNAs were down-regulated in HepG2 cells compared with HL-7702 cells, while 104 miRNAs were up-regulated. We also observed 3035 mRNAs that are significantly dys-regulated in HepG2 cells. We then performed an integrated analysis of the expression data for differentially expressed miRNAs and mRNAs and found several miRNA–mRNA pairs that are significantly correlated in HepG2 cells. Further analysis suggested that these differentially expressed genes were enriched in four tumorigenesis-related signaling pathways, namely, ErbB, JAK–STAT, mTOR, and WNT, which until now had not been fully reported. Our results could be helpful in understanding the mechanisms of HCC occurrence and development.  相似文献   

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姚杨  苏杰  刘凯歌  许刚柱  除锐 《生物信息学》2012,10(2):101-105,111
运用基因芯片技术获取以稳定转染HBx基因的肝癌细胞HepG2(HepG2-X)及非转染的肝癌细胞HepG2中差异表达的基因,并对其中一条基因进行的生物信息学分析。采用人肝癌G2细胞(HepG2)细胞系为对照组,以稳定转染HBx的HepG2细胞为实验组,抽取总RNA,经过反转录cDNA,对照组用Cy3实验组用Cy5荧光标记,获得cDNA探针;经杂交、洗涤后,通过ImaGene3.0软件进行分析统计。通过基因芯片筛选,获得643条与乙肝相关性肝细胞性癌相关的基因,其中FOLR1基因差异性表达最显著,HBx显著下调其表达,同源性比较分析结果表明,其碱基序列与已经报道的其他12种哺乳动物的相似率为67%-99%,且符合种属之间的进化关系。基因芯片筛选HBx诱导的HepG2差异表达基因具有样品用量少,高质量,高速度,高敏感等特性。FOLR1可能为HBV相关肝癌的发生、转移的诊断、靶基因治疗和预后评估提供一定的依据。  相似文献   

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阐明乙型肝炎病毒(HBV)前S1蛋白反式激活蛋白1(PS1TP1)的表达对于肝细胞的基因表达谱的影响。应用基因芯片技术对于pcDNA3.1()和pcDNA3.1()PS1TP1分别转染的HepG2细胞的基因表达谱进行分析。以肝癌细胞系HepG2基因作为模板,应用聚合酶链反应(PCR)技术扩增PS1TP1基因片段,以常规的分子生物学技术构建表达载体pcDNA3.1()PS1TP1。以脂质体技术转染肝母细胞瘤细胞系HepG2,提取总RNA,逆转录为cDNA,与转染空白表达载体pcDNA3.1()的HepG2细胞进行DNA芯片分析并比较。在4096个基因表达谱的筛选中,发现有8个基因表达水平显著上调,14个基因表达水平显著下调。PS1TP1基因的表达对于肝细胞基因表达谱有显著影响。DNA芯片技术是分析反式调节靶基因的有效技术途径。  相似文献   

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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.  相似文献   

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MicroRNA 122对肝癌细胞基因表达谱的影响   总被引:1,自引:0,他引:1  
为研究microRNA(miR-122)对肝癌细胞Hep3B基因表达谱的影响,并探讨其在肝癌发过程中的可能作用,构建了miR-122稳定高表达的Hep3B细胞,利用基因表达谱芯片技术筛选得到和对照组细胞比较的差异表达基因.研究结果显示,2倍以上变化的差异表达基因有490个,其中上调的有345个,下调的有145个.这些基因中有16个与肿瘤发生相关,其它基因涉及细胞周期、信号转导、细胞凋亡和细胞增殖分化等众多生物学过程.这些结果提示,miR-122可能在肝癌发生的过程中发挥作用,并可能与这些差异表达基因密切相关.另外,还结合生物信息学方法,在下调表达的基因中预测了miR-122可能直接作用的靶基因.本研究初步探讨了miR-122在肝癌细胞中的生物学功能,为进一步研究miR-122在肝癌发生中的作用奠定了基础,同时也为miRNA的生物学功能及其作用机制的研究提供了一些参考.  相似文献   

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We performed gene expression profiling of normal and hepatocellular carcinoma (HCC) liver tissues using a high-density microarray that contained 3,063 human cDNA. The results of a microarray hybridization experiment from eight different HCC tissues were analyzed and classified by the Cluster program. Among these differentially-expressed genes, the galectin-3, serine/threonine kinase SGK, translation factor eIF-4A, -4B, -3, fibroblast growth factor receptor, and ribosomal protein L35A were up-regulated; the mRNAs of Nip3, decorin, and the insulin-like growth factor binding protein-3 were down-regulated in HCC. The differential expression of these genes was further confirmed by an RT-PCR analysis. In addition, our data suggest that the gene expression profile of HCC varies according to the histological types.  相似文献   

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Although arbutin is a natural product and widely used as an ingredient in skin care products, its effect on the gene expression level of human skin with malignant melanoma cells is rarely reported. We aim to investigate the genotoxic effect of arbutin on the differential gene expression profiling in A375 human malignant melanoma cells through its effect on tumorigenesis and related side-effect. The DNA microarray analysis provided the differential gene expression pattern of arbutin-treated A375 cells with the significant changes of 324 differentially expressed genes, containing 88 up-regulated genes and 236 down-regulated genes. The gene ontology of differentially expressed genes was classified as belonging to cellular component, molecular function and biological process. In addition, four down-regulated genes of AKT1, CLECSF7, FGFR3, and LRP6 served as candidate genes and correlated to suppress the biological processes in the cell cycle of cancer progression and in the downstream signaling pathways of malignancy of melanocytic tumorigenesis.  相似文献   

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DNA microarray has been widely used to examine gene expression profile of different human tumors. The information generated from microarray analysis usually represents the overall range of cancer-associated abnormality associated with gene regulation. In order to identify key regulatory genes involved in carcinogenesis of human cancer, hypothesis driven data mining of the microarray data plus experimental validation becomes a critical approach in the post-genome era. Here, we present an integrative genomic analysis of published microarray data and homolog gene database. Over 20,000 genes were examined to reveal 16 genes specific to vertebrates, cell cycle G2/M regulated, and overexpressed in human HCC. Using Affymetrix microarray analysis, we found that all 16 genes were up-regulated in human HCC. Among these 16 genes, we experimentally validated the up-regulation of receptor for hyaluronan-mediated motility (RHAMM) in different cell model systems. We first confirmed elevation of RHAMM in the G2/M phase of synchronized HeLa cells. We also found that RHAMM had an elevated level of expression in all the HCC samples we examined and it was induced during the G2/M phase of regenerating mouse hepatocytes after partial hepatectomy. Thus, the expression of RHAMM appears to be tightly regulated during mammalian cell cycle G2/M progression. The ectopic overexpression of RHAMM in 293T cells resulted in the accumulation of cells at G2/M phase. RHAMM-induced mitotic arrest of cells was predominantly in the prophase. Taken together, using an integrated functional genomic approach, we have uncovered a set of genes that may play specific roles in cell cycle progression and in HCC development. To elucidate the function of these genes in cell cycle regulation may shed light on the control mechanism of human HCC in the future.  相似文献   

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为了筛选原发性肝细胞癌 (hepatocellularcarcinoma ,HCC)中差异表达的基因 ,以了解HCC发生发展的分子基础 ,选取了一例早期高分化肝癌标本作为材料 ,采用抑制消减杂交 (suppressionsubtractivehybridization ,SSH)技术 ,进行了前向及反向消减杂交 ,结合反向Northern印迹筛选 ,得到多个差异表达的基因 .对有意义的基因用半定量RT PCR检测了肝癌中的表达 .结果显示 ,PON2、hSRP1alpha、H4 1在大部分肝癌中表达升高 ,IGFBP1、ITIH1在早期癌症中 ,大部分癌的表达升高 ,在晚期癌症中则表达下降 .EGR1在大部分肝癌中表达降低 .研究表明 ,不同分化程度、不同临床分期的肝癌 ,有共同的或不同的基因表达发生改变 ,明确这些差异表达的基因谱 ,对于肝癌发生发展机理的阐明及肝癌的预防、诊断、治疗都有重要意义 .  相似文献   

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We used human DNA microarray to explore the differential gene expression profiling of atrial natriuretic peptide (ANP)-stimulated renal tubular epithelial kidney cells (LLC-PK1) in order to understand the biological effect of ANP on renal kidney cell's response. Gene expression profiling revealed 807 differentially expressed genes, consisting of 483 up-regulated and 324 down-regulated genes. The bioinformatics tool was used to gain a better understanding of differentially expressed genes in porcine genome homologous with human genome and to search the gene ontology and category classification, such as cellular component, molecular function and biological process. Four up-regulated genes of ATP1B1, H3F3A, ITGB1 and RHO that were typically validated by real-time quantitative PCR (RT-qPCR) analysis serve important roles in the alleviation of renal hypertrophy as well as other related effects. Therefore, the human array can be used for gene expression analysis in pig kidney cells and we believe that our findings of differentially expressed genes served as genetic markers and biological functions can lead to a better understanding of ANP action on the renal protective system and may be used for further therapeutic application.  相似文献   

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染色质重塑复合物相关基因在癌症中频繁突变,这种现象逐渐引起研究者的重视。然而,染色质重塑活动如何引起癌症发生,对此机理研究甚少。ARID1A是SWl/SNF(BRG1相关因子)染色质重塑复合物中的一个亚基,具有DNA结合活性,可以与富含AT的DNA序列特异性结合。近来基因组测序发现,ARID1A在卵巢癌、肝癌、胃癌、乳腺癌等肿瘤中频繁发生突变,这些突变导致ARID1A在肿瘤中表达降低,表明ARID1A是个潜在的抑癌基因。该文将针对ARID1A在各种癌症中的缺失及失活机制、ARID1A的生物学功能和潜在抑癌机理以及与,临床预后之间关系等方面做一综述,以期为肿瘤诊断、治疗提供新思路。  相似文献   

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