Williams Brian A, Gwirtz Richele M, Wold Barbara J
Division of Biology, MC 156-29, California Institute of Technology, Pasadena, CA 91125, USA.
Nucleic Acids Res. 2004 Jun 9;32(10):e81. doi: 10.1093/nar/gnh078.
A persistent design problem for ratiometric microarray studies is selecting the 'denominator' RNA cohybridization standard. The ideal standard should be readily available, inexpensive, invariant over time and from laboratory to laboratory, and should represent all genes with a uniform signal. RNA references (both commercial 'universal' and experiment--specific types), fall short of these goals. We show here that mouse genomic DNA is a reliable microarray cohybridization standard which can meet these criteria. Genomic DNA was superior in universality of coverage (>98% of genes from a 16,000 feature mouse 70mer microarray) to the Stratagene Universal Mouse Reference RNA standard. Ratios for genes in very low abundance in the Stratagene standard were more unstable with the Stratagene standard than with genomic DNA. Genes with mid-range, and therefore presumably optimal RNA denominator values, showed comparable reproducibility with both standards. Inferred ratios made between two different experimental RNAs using a genomic DNA standard were found to correlate well with companion, directly measured ratios (Spearman correlation coefficient = 0.98). The advantage in array feature coverage of genomic DNA will likely increase as newer generation microarrays include genes which are expressed exclusively in minor tissue or developmental domains that are not represented in mixed tissue RNA standards.
比率型微阵列研究中一个长期存在的设计问题是选择“分母”RNA共杂交标准。理想的标准应该易于获得、价格低廉、随时间推移以及在不同实验室之间保持不变,并且应该以均匀的信号代表所有基因。RNA参考物(包括商业“通用”型和实验特定型)都未能达到这些目标。我们在此表明,小鼠基因组DNA是一种可靠的微阵列共杂交标准,能够满足这些标准。基因组DNA在覆盖范围的通用性方面(来自16,000个特征的小鼠70聚体微阵列中>98%的基因)优于Stratagene通用小鼠参考RNA标准。在Stratagene标准中丰度极低的基因的比率,使用Stratagene标准时比使用基因组DNA时更不稳定。具有中等丰度,因此推测具有最佳RNA分母值的基因,在两种标准下显示出相当的可重复性。发现使用基因组DNA标准在两种不同实验RNA之间推断的比率与伴随的直接测量的比率相关性良好(斯皮尔曼相关系数 = 0.98)。随着新一代微阵列纳入仅在混合组织RNA标准中未体现的次要组织或发育阶段中特异性表达的基因,基因组DNA在阵列特征覆盖方面的优势可能会增加。