Division of Systems Biology, National Center for Toxicological Research (NCTR), US Food and Drug Administration (FDA), 3900 NCTR Road, Jefferson, AR 72079, USA.
BMC Bioinformatics. 2010 Oct 7;11 Suppl 6(Suppl 6):S10. doi: 10.1186/1471-2105-11-S6-S10.
The Affymetrix GeneChip® system is a commonly used platform for microarray analysis but the technology is inherently expensive. Unfortunately, changes in experimental planning and execution, such as the unavailability of previously anticipated samples or a shift in research focus, may render significant numbers of pre-purchased GeneChip® microarrays unprocessed before their manufacturer's expiration dates. Researchers and microarray core facilities wonder whether expired microarrays are still useful for gene expression analysis. In addition, it was not clear whether the two human reference RNA samples established by the MAQC project in 2005 still maintained their transcriptome integrity over a period of four years. Experiments were conducted to answer these questions.
Microarray data were generated in 2009 in three replicates for each of the two MAQC samples with either expired Affymetrix U133A or unexpired U133Plus2 microarrays. These results were compared with data obtained in 2005 on the U133Plus2 microarray. The percentage of overlap between the lists of differentially expressed genes (DEGs) from U133Plus2 microarray data generated in 2009 and in 2005 was 97.44%. While there was some degree of fold change compression in the expired U133A microarrays, the percentage of overlap between the lists of DEGs from the expired and unexpired microarrays was as high as 96.99%. Moreover, the microarray data generated using the expired U133A microarrays in 2009 were highly concordant with microarray and TaqMan® data generated by the MAQC project in 2005.
Our results demonstrated that microarray data generated using U133A microarrays, which were more than four years past the manufacturer's expiration date, were highly specific and consistent with those from unexpired microarrays in identifying DEGs despite some appreciable fold change compression and decrease in sensitivity. Our data also suggested that the MAQC reference RNA samples, stored at -80°C, were stable over a time frame of at least four years.
Affymetrix GeneChip®系统是一种常用于微阵列分析的平台,但该技术本质上很昂贵。不幸的是,实验计划和执行的变化,例如以前预期的样本不可用或研究重点的转移,可能会导致大量预先购买的 GeneChip®微阵列在制造商规定的有效期之前未进行处理。研究人员和微阵列核心设施想知道过期的微阵列是否仍然可用于基因表达分析。此外,尚不清楚 2005 年 MAQC 项目建立的两个人类参考 RNA 样本在四年的时间内是否仍然保持其转录组的完整性。进行了实验来回答这些问题。
2009 年,用两种 MAQC 样本中的每一种进行了三次重复实验,分别使用过期的 Affymetrix U133A 或未过期的 U133Plus2 微阵列。将这些结果与 2005 年在 U133Plus2 微阵列上获得的数据进行了比较。从 2009 年 U133Plus2 微阵列生成的微阵列数据中差异表达基因(DEG)列表之间的重叠百分比为 97.44%。虽然过期的 U133A 微阵列中存在一定程度的折叠变化压缩,但过期和未过期微阵列中 DEG 列表之间的重叠百分比高达 96.99%。此外,使用过期的 U133A 微阵列于 2009 年生成的微阵列数据与 2005 年 MAQC 项目生成的微阵列和 TaqMan®数据高度一致。
我们的结果表明,尽管存在明显的折叠变化压缩和敏感性降低,但使用超过制造商规定的有效期四年的 U133A 微阵列生成的微阵列数据在识别 DEG 方面非常特异且与未过期微阵列一致。我们的数据还表明,保存在-80°C 的 MAQC 参考 RNA 样本在至少四年的时间内是稳定的。