Shioda Toshi
DNA Microarray Core Facility, Massachusetts General Hospital Cancer Center, Charlestown, Massachusetts 02129, USA.
J Environ Pathol Toxicol Oncol. 2004;23(1):13-31. doi: 10.1615/jenvpathtoxoncol.v23.i1.20.
DNA microarray technology is becoming increasingly popular in the field of toxicological research. Information on the global gene expression profile may provide clues to understanding biological actions of toxic substances at the molecular, cellular, tissue, and individual animal levels. This review focuses on the practical aspects of DNA microarray experiments and their applications to relatively small sizes of research projects in toxicology. First, different types of DNA microarrays and their characters are reviewed. Then, two fundamental concepts of DNA microarray data analysis--supervised and unsupervised methods--and their applications to toxicological research projects are discussed. Typical pitfalls of DNA microarray experiments are examined. Finally, strategies of experimental design and data analysis of minimum scale DNA microarray project are provided.
DNA微阵列技术在毒理学研究领域正变得越来越流行。关于全球基因表达谱的信息可能为理解有毒物质在分子、细胞、组织和个体动物水平上的生物学作用提供线索。本综述聚焦于DNA微阵列实验的实际方面及其在毒理学中相对小规模研究项目的应用。首先,回顾了不同类型的DNA微阵列及其特点。然后,讨论了DNA微阵列数据分析的两个基本概念——监督和非监督方法——及其在毒理学研究项目中的应用。研究了DNA微阵列实验的典型陷阱。最后,提供了最小规模DNA微阵列项目的实验设计和数据分析策略。