Thorrez Lieven, Van Deun Katrijn, Tranchevent Léon-Charles, Van Lommel Leentje, Engelen Kristof, Marchal Kathleen, Moreau Yves, Van Mechelen Iven, Schuit Frans
Gene Expression Unit, Department of Molecular Cell Biology, Katholieke Universiteit Leuven, Leuven, Belgium.
PLoS One. 2008 Mar 26;3(3):e1854. doi: 10.1371/journal.pone.0001854.
Housekeeping genes are needed in every tissue as their expression is required for survival, integrity or duplication of every cell. Housekeeping genes commonly have been used as reference genes to normalize gene expression data, the underlying assumption being that they are expressed in every cell type at approximately the same level. Often, the terms "reference genes" and "housekeeping genes" are used interchangeably. In this paper, we would like to distinguish between these terms. Consensus is growing that housekeeping genes which have traditionally been used to normalize gene expression data are not good reference genes. Recently, ribosomal protein genes have been suggested as reference genes based on a meta-analysis of publicly available microarray data.
METHODOLOGY/PRINCIPAL FINDINGS: We have applied several statistical tools on a dataset of 70 microarrays representing 22 different tissues, to assess and visualize expression stability of ribosomal protein genes. We confirmed the housekeeping status of these genes, but further estimated expression stability across tissues in order to assess their potential as reference genes. One- and two-way ANOVA revealed that all ribosomal protein genes have significant expression variation across tissues and exhibit tissue-dependent expression behavior as a group. Via multidimensional unfolding analysis, we visualized this tissue-dependency. In addition, we explored mechanisms that may cause tissue dependent effects of individual ribosomal protein genes.
CONCLUSIONS/SIGNIFICANCE: Here we provide statistical and biological evidence that ribosomal protein genes exhibit important tissue-dependent variation in mRNA expression. Though these genes are most stably expressed of all investigated genes in a meta-analysis they cannot be considered true reference genes.
管家基因在每个组织中都是必需的,因为每个细胞的存活、完整性或复制都需要其表达。管家基因通常被用作参照基因来标准化基因表达数据,其潜在假设是它们在每种细胞类型中的表达水平大致相同。通常,“参照基因”和“管家基因”这两个术语可以互换使用。在本文中,我们希望对这两个术语进行区分。越来越多的共识认为,传统上用于标准化基因表达数据的管家基因并非理想的参照基因。最近,基于对公开可用微阵列数据的荟萃分析,核糖体蛋白基因被建议作为参照基因。
方法/主要发现:我们对代表22种不同组织的70个微阵列数据集应用了几种统计工具,以评估和可视化核糖体蛋白基因的表达稳定性。我们证实了这些基因的管家基因状态,但进一步估计了其在不同组织中的表达稳定性,以评估它们作为参照基因的潜力。单因素和双因素方差分析表明,所有核糖体蛋白基因在不同组织间均有显著的表达差异,并且作为一个整体表现出组织依赖性的表达行为。通过多维展开分析,我们直观呈现了这种组织依赖性。此外,我们还探究了可能导致单个核糖体蛋白基因产生组织依赖性效应的机制。
结论/意义:在此,我们提供了统计学和生物学证据,表明核糖体蛋白基因在mRNA表达上呈现出重要的组织依赖性差异。尽管在一项荟萃分析中,这些基因在所有研究基因中表达最为稳定,但它们不能被视为真正的参照基因。