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基于基因芯片微阵列和生物学假设的定制 PCR 阵列分析揭示了怀孕期间二氧化钛引起肺部炎症反应的相关途径。

Customized PCR-array analysis informed by gene-chip microarray and biological hypothesis reveals pathways involved in lung inflammatory response to titanium dioxide in pregnancy.

机构信息

Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA.

出版信息

J Toxicol Environ Health A. 2010;73(9):596-606. doi: 10.1080/15287390903566641.

Abstract

Validation of gene-chip microarray results is one of the challenges in genomic studies. The successful use of a custom-designed 96-well polymerase chain reaction (PCR) array to study the unexpected inflammatory effect of environmental titanium dioxide (TiO2) particles on the lungs of pregnant mice, with similar results not seen in control mice, is reported. In our approach, selection of candidate genes for the custom PCR array was informed by prior gene-chip microarray profiling. Results demonstrated multiple upregulation of genes in the lungs of pregnant but not control mice produced by TiO2 exposure. Customized PCR array is a flexible tool that offers the ability to combine the "blind" genome-wide scan with a hypothesis-driven approach, by including both the "candidate" genes for validation positively identified by the microarray and biologically relevant "suspects" that failed to be found in the genomic data. Compared to conventional gene-by-gene qPCR or manufacturer-preset pathway kits, this technique provides a cost-effective and time-saving method of analysis and allows for a strong, easily detectable signal. Genes with confirmed differential expression were further used for pathway analysis and indicated involvement in several biologically relevant pathways including allergy mediator signaling in dendritic cells. Finally, an analytical network was created that will inform further mechanistic studies. The dual purpose of the work was to demonstrate that the novel custom PCR array is a convenient approach to validate the microarray results, and to obtain biologically significant data on TiO2-induced inflammation by following the PCR array with pathway analysis, which provided feasible hypotheses to support future experimental studies.

摘要

基因芯片微阵列结果的验证是基因组研究中的挑战之一。本研究成功使用定制的 96 孔聚合酶链反应(PCR)阵列来研究环境二氧化钛(TiO2)颗粒对怀孕小鼠肺部的意外炎症作用,而在对照组小鼠中未观察到类似结果。在我们的方法中,定制 PCR 阵列的候选基因选择是基于基因芯片微阵列分析的。结果表明,暴露于 TiO2 的怀孕小鼠肺部的多个基因上调,但对照组小鼠中没有。定制 PCR 阵列是一种灵活的工具,它提供了将“盲目”全基因组扫描与假设驱动方法相结合的能力,包括通过微阵列阳性鉴定的“候选”验证基因和在基因组数据中未发现的生物学相关“嫌疑”基因。与传统的逐个基因 qPCR 或制造商预设途径试剂盒相比,该技术提供了一种具有成本效益和节省时间的分析方法,并允许产生强大、易于检测的信号。具有确认差异表达的基因进一步用于途径分析,并表明参与了几种生物学相关途径,包括树突状细胞中的过敏介质信号转导。最后,创建了一个分析网络,将为进一步的机制研究提供信息。这项工作的双重目的是证明新型定制 PCR 阵列是一种方便的方法来验证微阵列结果,并通过途径分析获得 TiO2 诱导炎症的生物学有意义的数据,为未来的实验研究提供可行的假设。

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