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从 Affymetrix 微阵列数据中挖掘长非编码 RNA:海洛因滥用者伏隔核中的表达改变。

Mining Affymetrix microarray data for long non-coding RNAs: altered expression in the nucleus accumbens of heroin abusers.

机构信息

Department of Pharmacology, Wayne State University School of Medicine, Detroit, Michigan, USA.

出版信息

J Neurochem. 2011 Feb;116(3):459-66. doi: 10.1111/j.1471-4159.2010.07126.x. Epub 2010 Dec 22.

Abstract

Although recent data suggest that some long non-coding RNAs (lncRNAs) exert widespread effects on gene expression and organelle formation, lncRNAs as a group constitute a sizable but poorly characterized fraction of the human transcriptome. We investigated whether some human lncRNA sequences were fortuitously represented on commonly used microarrays, then used this annotation to assess lncRNA expression in human brain. A computational and annotation pipeline was developed to identify lncRNA transcripts represented on Affymetrix U133 arrays. A previously published dataset derived from human nucleus accumbens was then examined for potential lncRNA expression. Twenty-three lncRNAs were determined to be represented on U133 arrays. Of these, dataset analysis revealed that five lncRNAs were consistently detected in samples of human nucleus accumbens. Strikingly, the abundance of these lncRNAs was up-regulated in human heroin abusers compared to matched drug-free control subjects, a finding confirmed by quantitative PCR. This study presents a paradigm for examining existing Affymetrix datasets for the detection and potential regulation of lncRNA expression, including changes associated with human disease. The finding that all detected lncRNAs were up-regulated in heroin abusers is consonant with the proposed role of lncRNAs as mediators of widespread changes in gene expression as occur in drug abuse.

摘要

虽然最近的数据表明,一些长非编码 RNA(lncRNA)对基因表达和细胞器形成有广泛的影响,但作为一个整体,lncRNA 构成了人类转录组中相当大但特征较差的一部分。我们研究了一些人类 lncRNA 序列是否偶然出现在常用的微阵列上,然后利用这种注释来评估人类大脑中的 lncRNA 表达。开发了一种计算和注释管道来识别 Affymetrix U133 阵列上代表的 lncRNA 转录本。然后检查了以前发表的源自人伏隔核的数据集,以寻找潜在的 lncRNA 表达。确定有 23 个 lncRNA 出现在 U133 阵列上。在这些 lncRNA 中,数据集分析显示,有 5 个 lncRNA 在人伏隔核样本中持续检测到。引人注目的是,与匹配的无毒品对照组相比,这些 lncRNA 的丰度在人类海洛因滥用者中上调,这一发现通过定量 PCR 得到了证实。这项研究提出了一种利用现有的 Affymetrix 数据集来检测和潜在调节 lncRNA 表达的范例,包括与人类疾病相关的变化。所有检测到的 lncRNA 在海洛因滥用者中上调的发现与 lncRNA 作为广泛的基因表达变化的介导物的提出作用一致,这种变化发生在药物滥用中。

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