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Third-generation human mitochondria-focused cDNA microarray and its bioinformatic tools for analysis of gene expression

机译:第三代以人线粒体为核心的cDNA微阵列及其用于基因表达分析的生物信息学工具

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摘要

To facilitate profiling mitochondrial transcriptomes, we developed a third-generation human mitochondria-focused cDNA microarray (hMitChip3) and its bioinformatic tools. hMitChip3 consists of the 37 mitochondrial DNA-encoded genes, 1098 nuclear DNA-encoded and mitochondria-related genes, and 225 controls, each in triplicate. The bioinformatic tools included data analysis procedures and customized database for interpretation of results. The database associated 645 molecular functions with 946 hMitChip3 genes, 612 biological processes with 930 genes, 172 cellular components with 869 genes, 107 biological chemistry pathways with 476 genes, 23 reactome events with 227 genes, 320 genetic disorders with 237 genes, and 87 drugs targets with 55 genes. To test these tools, hMitChip3 was used to compare expression profiles between human melanoma cell lines UACC903 (rapidly dividing) and UACC903(+6) (slowly dividing). Our results demonstrated internal gene-set consistency (correlation R > or = 0.980 +/- 0.005) and interexperimental reproducibility (R > or = 0.931 +/- 0.013). Expression patterns of 16 genes, involved in DNA, RNA, or protein biosyntheses in mitochondrial and other organelles, were consistent with the proliferation rates of both cell lines, and the patterns of 6 tested genes were verified by quantitative reverse transcription PCR (RT-PCR). Thus, hMitChip3 and its bioinformatics software provide an integrated tool for profiling mitochondria-focused gene expression.
机译:为了促进分析线粒体转录组,我们开发了第三代以人线粒体为核心的cDNA微阵列(hMitChip3)及其生物信息学工具。 hMitChip3由37个线粒体DNA编码基因,1098个核DNA编码和线粒体相关基因以及225个对照组成,每个重复三次。生物信息学工具包括数据分析程序和用于解释结果的定制数据库。该数据库将645个分子功能与946 hMitChip3基因,612个生物过程与930个基因,172个细胞成分与869个基因,107个生物化学途径与476个基因,23个反应组事件与227个基因,320个遗传疾病与237个基因以及87种药物相关联靶向55个基因。为了测试这些工具,使用了hMitChip3来比较人黑素瘤细胞系UACC903(快速分裂)和UACC903(+6)(缓慢分裂)之间的表达谱。我们的结果证明了内部基因组一致性(相关性R>或= 0.980 +/- 0.005)和实验间可重复性(R>或= 0.931 +/- 0.013)。线粒体和其他细胞器中涉及DNA,RNA或蛋白质生物合成的16个基因的表达模式与两种细胞系的增殖率均一致,并且通过定量逆转录PCR(RT-PCR)验证了6个测试基因的模式)。因此,hMitChip3及其生物信息学软件提供了用于分析线粒体相关基因表达的集成工具。

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