Costigan Michael, Befort Katia, Karchewski Laurie, Griffin Robert S, D'Urso Donatella, Allchorne Andrew, Sitarski Joanne, Mannion James W, Pratt Richard E, Woolf Clifford J
Neural Plasticity Research Group, Department of Anesthesia and Critical Care, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, USA.
BMC Neurosci. 2002 Oct 25;3:16. doi: 10.1186/1471-2202-3-16.
Rat oligonucleotide microarrays were used to detect changes in gene expression in the dorsal root ganglion (DRG) 3 days following sciatic nerve transection (axotomy). Two comparisons were made using two sets of triplicate microarrays, naïve versus naïve and naïve versus axotomy.
Microarray variability was assessed using the naïve versus naïve comparison. These results support use of a P < 0.05 significance threshold for detecting regulated genes, despite the large number of hypothesis tests required. For the naïve versus axotomy comparison, a 2-fold cut off alone led to an estimated error rate of 16%; combining a >1.5-fold expression change and P < 0.05 significance reduced the estimated error to 5%. The 2-fold cut off identified 178 genes while the combined >1.5-fold and P < 0.05 criteria generated 240 putatively regulated genes, which we have listed. Many of these have not been described as regulated in the DRG by axotomy. Northern blot, quantitative slot blots and in situ hybridization verified the expression of 24 transcripts. These data showed an 83% concordance rate with the arrays; most mismatches represent genes with low expression levels reflecting limits of array sensitivity. A significant correlation was found between actual mRNA differences and relative changes between microarrays (r2 = 0.8567). Temporal patterns of individual genes regulation varied.
We identify parameters for microarray analysis which reduce error while identifying many putatively regulated genes. Functional classification of these genes suggest reorganization of cell structural components, activation of genes expressed by immune and inflammatory cells and down-regulation of genes involved in neurotransmission.
使用大鼠寡核苷酸微阵列检测坐骨神经横断(轴突切断)后3天背根神经节(DRG)中的基因表达变化。使用两组一式三份的微阵列进行了两项比较,即未处理组与未处理组以及未处理组与轴突切断组。
使用未处理组与未处理组的比较评估微阵列的变异性。这些结果支持使用P < 0.05的显著性阈值来检测受调控的基因,尽管需要进行大量的假设检验。对于未处理组与轴突切断组的比较,仅2倍的截断值导致估计错误率为16%;将大于1.5倍的表达变化和P < 0.05的显著性相结合可将估计错误率降低至5%。2倍的截断值鉴定出178个基因,而将大于1.5倍和P < 0.05的标准相结合产生了240个推定受调控的基因,我们已将其列出。其中许多基因尚未被描述为在轴突切断后的DRG中受到调控。Northern印迹、定量狭缝印迹和原位杂交验证了24种转录本的表达。这些数据显示与阵列的一致性率为83%;大多数不匹配代表表达水平低的基因,反映了阵列灵敏度的限制。在实际mRNA差异与微阵列之间的相对变化之间发现了显著相关性(r2 = 0.8567)。各个基因调控的时间模式各不相同。
我们确定了微阵列分析的参数,这些参数在识别许多推定受调控基因的同时减少了误差。这些基因的功能分类表明细胞结构成分的重组、免疫和炎症细胞表达的基因的激活以及参与神经传递的基因的下调。