Maccoux Lindsey J, Clements Dylan N, Salway Fiona, Day Philip J R
Centre for Integrated Genomic Medical Research, University of Manchester, The Stopford Building, Manchester, UK.
BMC Mol Biol. 2007 Jul 25;8:62. doi: 10.1186/1471-2199-8-62.
Real-time reverse transcriptase quantitative polymerase chain reaction (real-time RT-qPCR) is the most accurate measure of gene expression in biological systems. The comparison of different samples requires the transformation of data through a process called normalisation. Reference or housekeeping genes are candidate genes which are selected on the basis of constitutive expression across samples, and allow the quantification of changes in gene expression. At present, no reference gene has been identified for any organism which is universally optimal for use across different tissue types or disease situations. We used microarray data to identify new reference genes generated from total RNA isolated from normal and osteoarthritic canine articular tissues (bone, ligament, cartilage, synovium and fat). RT-qPCR assays were designed and applied to each different articular tissue. Reference gene expression stability and ranking was compared using three different mathematical algorithms.
Twelve new potential reference genes were identified from microarray data. One gene (mitochondrial ribosomal protein S7 [MRPS7]) was stably expressed in all five of the articular tissues evaluated. One gene HIRA interacting protein 5 isoform 2 [HIRP5]) was stably expressed in four of the tissues evaluated. A commonly used reference gene glyceraldehyde-3-phosphate dehydrogenase (GAPDH) was not stably expressed in any of the tissues evaluated. Most consistent agreement between rank ordering of reference genes was observed between Bestkeeper(c) and geNorm, although each method tended to agree on the identity of the most stably expressed genes and the least stably expressed genes for each tissue. New reference genes identified using microarray data normalised in a conventional manner were more stable than those identified by microarray data normalised by using a real-time RT-qPCR methodology.
Microarray data normalised by a conventional manner can be filtered using a simple stepwise procedure to identify new reference genes, some of which will demonstrate good measures of stability. Mitochondrial ribosomal protein S7 is a new reference gene worthy of investigation in other canine tissues and diseases. Different methods of reference gene stability assessment will generally agree on the most and least stably expressed genes, when co-regulation is not present.
实时逆转录定量聚合酶链反应(实时RT-qPCR)是生物系统中基因表达最准确的测量方法。不同样本的比较需要通过一个称为归一化的过程对数据进行转换。参考基因或管家基因是根据跨样本的组成型表达选择的候选基因,可用于定量基因表达的变化。目前,尚未确定任何生物体中在不同组织类型或疾病情况下普遍适用的最佳参考基因。我们使用微阵列数据来鉴定从正常和骨关节炎犬关节组织(骨、韧带、软骨、滑膜和脂肪)分离的总RNA产生的新参考基因。设计了RT-qPCR检测方法并应用于每种不同的关节组织。使用三种不同的数学算法比较参考基因表达稳定性和排名。
从微阵列数据中鉴定出12个新的潜在参考基因。一个基因(线粒体核糖体蛋白S7 [MRPS7])在所有评估的五种关节组织中稳定表达。一个基因(HIRA相互作用蛋白5同工型2 [HIRP5])在四种评估的组织中稳定表达。常用的参考基因甘油醛-3-磷酸脱氢酶(GAPDH)在任何评估的组织中都不稳定表达。尽管每种方法在每种组织中最稳定表达的基因和最不稳定表达的基因的一致性上趋于一致,但在Bestkeeper(c)和geNorm之间观察到参考基因排名顺序的最一致一致性。使用以传统方式归一化的微阵列数据鉴定的新参考基因比使用实时RT-qPCR方法归一化的微阵列数据鉴定的新参考基因更稳定。
通过简单的逐步程序可以筛选以传统方式归一化的微阵列数据,以鉴定新的参考基因,其中一些将显示出良好的稳定性测量。线粒体核糖体蛋白S7是一个值得在其他犬组织和疾病中研究的新参考基因。当不存在共调节时,不同的参考基因稳定性评估方法通常会在最稳定和最不稳定表达的基因上达成一致。