Liu Tong, D'mello Veera, Deng Longwen, Hu Jun, Ricardo Michael, Pan Sanqiang, Lu Xiaodong, Wadsworth Scott, Siekierka John, Birge Raymond, Li Hong
Center for Advanced Proteomics Research and Department of Biochemistry and Molecular Biology, UMDNJ-New Jersey Medical School, MSB E-609, Newark, NJ 07103, USA.
J Neurosci Methods. 2006 Nov 15;158(1):22-9. doi: 10.1016/j.jneumeth.2006.05.010. Epub 2006 Jun 23.
We report here a method for proteomics pattern discovery by utilizing a self-organizing map approach to analyze data obtained from a novel multiplex iTRAQ proteomics method. Through the application of this technique, we were able to delineate the early molecular events preceding dorsal root ganglia neurite outgrowth induced by either nerve growth factor (NGF) or an immunophilin ligand, JNJ460. Following pattern analysis we discovered that each neurotrophic agent promoted mostly distinct increases in protein expression with few overlapping patterns. In the NGF-treated group, proteins possessing "biosynthesis function" (p < 0.002) and "ribosome localization" (p < 0.0003) were increased, while proteins promoting "organogenesis" (p < 0.004) and related "signal transduction" (p < 0.008) functions were notably increased in the JNJ460-treated group. This study suggests that the properties of neurite outgrowth triggered by NGF and JNJ460 can be distinguished at the proteome level. Multiplexed proteomics analysis, along with pattern discovery bioinformatics tools, has the capability to differentiate subtle neuroproteomics patterns.
我们在此报告一种蛋白质组学模式发现方法,该方法利用自组织映射方法分析从一种新型多重iTRAQ蛋白质组学方法获得的数据。通过应用这项技术,我们能够描绘出在神经生长因子(NGF)或亲免素配体JNJ460诱导背根神经节神经突生长之前的早期分子事件。经过模式分析,我们发现每种神经营养因子大多促进了蛋白质表达的明显不同增加,几乎没有重叠模式。在NGF处理组中,具有“生物合成功能”(p < 0.002)和“核糖体定位”(p < 0.0003)的蛋白质增加,而在JNJ460处理组中,促进“器官发生”(p < 0.004)和相关“信号转导”(p < 0.008)功能的蛋白质显著增加。这项研究表明,NGF和JNJ460触发的神经突生长特性在蛋白质组水平上可以区分。多重蛋白质组学分析以及模式发现生物信息学工具具有区分细微神经蛋白质组学模式的能力。