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基因表达谱分析可区分易患脑型疟疾(CM)的小鼠和抗CM的小鼠。

Gene-expression profiling discriminates between cerebral malaria (CM)-susceptible mice and CM-resistant mice.

作者信息

Delahaye Nicolas F, Coltel Nicolas, Puthier Denis, Flori Laurence, Houlgatte Remi, Iraqi Fuad A, Nguyen Catherine, Grau Georges E, Rihet Pascal

机构信息

Laboratoire de Pharmacogenetique des Maladies Parasitaires-EA864, Universite de la Mediterranee-IFR48, Marseille, France.

出版信息

J Infect Dis. 2006 Jan 15;193(2):312-21. doi: 10.1086/498579. Epub 2005 Dec 5.

Abstract

The development of cerebral malaria (CM) in mice with Plasmodium berghei ANKA infection is under genetic control. Brain gene-expression patterns were investigated in well-defined genetically CM-resistant (CM-R; BALB/c and DBA/2) and CM-susceptible (CM-S; C57BL/6 and CBA/J) mice by use of cDNA microarrays. By combining transcriptional profiling with rigorous statistical methods and cluster analysis, we identified a set of 69 genes that perfectly discriminated between mouse strains and between CM-R and CM-S mice. The analysis of gene ontological terms revealed that the genes that clustered and were related to susceptibility to CM preferentially belonged to some biological process classes, such as those pertaining to immune responses. Using a false discovery rate of 5% and the Welch t test, we identified 31 genes with consistent differential expression between CM-R and CM-S mice. These data indicate that microarray analysis may be useful for identification of candidate genes that are potentially responsible for resistance or susceptibility to mouse CM and suggest that candidate genes identified in mice could be specifically tested in humans for an association with disease severity.

摘要

感染伯氏疟原虫ANKA的小鼠中脑型疟疾(CM)的发展受遗传控制。利用cDNA微阵列技术,对定义明确的抗CM遗传型(CM-R;BALB/c和DBA/2)和易感CM遗传型(CM-S;C57BL/6和CBA/J)小鼠的脑基因表达模式进行了研究。通过将转录谱分析与严格的统计方法和聚类分析相结合,我们鉴定出一组69个基因,这些基因能够完美地区分小鼠品系以及CM-R和CM-S小鼠。基因本体术语分析表明,聚集且与CM易感性相关的基因优先属于一些生物学过程类别,比如那些与免疫反应相关的类别。使用5%的错误发现率和韦尔奇t检验,我们鉴定出31个在CM-R和CM-S小鼠之间存在一致差异表达的基因。这些数据表明,微阵列分析可能有助于鉴定对小鼠CM具有潜在抗性或易感性的候选基因,并表明在小鼠中鉴定出的候选基因可在人类中进行特异性测试,以确定其与疾病严重程度的关联。

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