首页> 外文期刊>BMC Systems Biology >Meta-analysis of estrogen response in MCF-7 distinguishes early target genes involved in signaling and cell proliferation from later target genes involved in cell cycle and DNA repair
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Meta-analysis of estrogen response in MCF-7 distinguishes early target genes involved in signaling and cell proliferation from later target genes involved in cell cycle and DNA repair

机译:对MCF-7中雌激素反应的荟萃分析可将参与信号传导和细胞增殖的早期靶基因与参与细胞周期和DNA修复的后期靶基因区分开

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Background Many studies have been published outlining the global effects of 17β-estradiol (E2) on gene expression in human epithelial breast cancer derived MCF-7 cells. These studies show large variation in results, reporting between ~100 and ~1500 genes regulated by E2, with poor overlap. Results We performed a meta-analysis of these expression studies, using the Rank product method to obtain a more accurate and stable list of the differentially expressed genes, and of pathways regulated by E2. We analyzed 9 time-series data sets, concentrating on response at 3-4 hrs (early) and at 24 hrs (late). We found >1000 statistically significant probe sets after correction for multiple testing at 3-4 hrs, and >2000 significant probe sets at 24 hrs. Differentially expressed genes were examined by pathway analysis. This revealed 15 early response pathways, mostly related to cell signaling and proliferation, and 20 late response pathways, mostly related to breast cancer, cell division, DNA repair and recombination. Conclusions Our results confirm that meta-analysis identified more differentially expressed genes than the individual studies, and that these genes act together in networks. These results provide new insight into E2 regulated mechanisms, especially in the context of breast cancer.
机译:背景技术已经发表了许多研究,概述了17β-雌二醇(E2)对人上皮性乳腺癌衍生的MCF-7细胞中基因表达的总体影响。这些研究显示结果差异很大,据报道受E2调控的基因介于100到1500个之间,重叠程度很低。结果我们对这些表达研究进行了荟萃分析,使用Rank product方法获得了差异表达基因和E2调控途径的更准确和稳定的列表。我们分析了9个时间序列数据集,重点是在3-4小时(早期)和24小时(晚期)的响应。我们在3-4小时对多种测试进行校正后发现> 1000个具有统计意义的探针组,在24小时时发现> 2000个显着探针组。通过途径分析检查差异表达的基因。这揭示了15个早期反应途径,主要与细胞信号传导和增殖有关,以及20个晚期反应途径,主要与乳腺癌,细胞分裂,DNA修复和重组有关。结论我们的结果证实,荟萃分析比单独的研究鉴定出更多差异表达的基因,并且这些基因在网络中共同起作用。这些结果提供了对E2调控机制的新见解,尤其是在乳腺癌的背景下。

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