BioDigitalValley S.r.l., Via Carlo Viola 78, 11026 Pont Saint Martin (AO), Italy.
Bioinformatics. 2010 Apr 1;26(7):946-52. doi: 10.1093/bioinformatics/btq073. Epub 2010 Feb 19.
The two-dimensional electrophoresis (2-DE) pattern of proteins is thought to be specifically related to the physiological or pathological condition at the moment of sample preparation. On this ground, most proteomic studies move to identify specific hallmarks for a number of different conditions. However, the information arising from these investigations is often incomplete due to inherent limitations of the technique, to extensive protein post-translational modifications and sometimes to the paucity of available samples. The meta-analysis of proteomic data can provide valuable information pertinent to various biological processes that otherwise remains hidden.
Here, we show a meta-analysis of the PD protein DJ-1 in heterogeneous 2-DE experiments. The protein was shown to segregate into specific clusters associated with defined conditions. Interestingly, the DJ-1 pool from neural tissues displayed a specific and characteristic molecular weight and isoelectric point pattern. Moreover, changes in this pattern have been related to neurodegenerative processes and aging. These results were experimentally validated on human brain specimens from control subjects and PD patients.
ImageJ is a public domain image processing program developed by the National Institutes of Health and is freely available at http://rsbweb.nih.gov/ij. All the ImageJ macros used in this study are available as supplementary material and upon request at info@biodigitalvalley.com. XLSTAT can be purchased online at http://www.xlstat.com/en/home/ at a current cost of approximately 300 EUR.
蛋白质的二维电泳(2-DE)图谱被认为与样品制备时的生理或病理状况密切相关。基于这一原理,大多数蛋白质组学研究都致力于鉴定许多不同条件下的特定标志物。然而,由于技术固有的局限性、广泛的蛋白质翻译后修饰以及有时可供使用的样本稀缺,这些研究获得的信息往往并不完整。蛋白质组学数据的荟萃分析可以提供有关各种生物学过程的有价值信息,而这些信息在其他情况下是隐藏的。
在这里,我们展示了 PD 蛋白 DJ-1 在异质 2-DE 实验中的荟萃分析。该蛋白被证明可分为与特定条件相关的特定簇。有趣的是,来自神经组织的 DJ-1 池显示出特定且特征性的分子量和等电点图谱。此外,这种模式的变化与神经退行性过程和衰老有关。这些结果在来自对照受试者和 PD 患者的人脑标本上进行了实验验证。
ImageJ 是由美国国立卫生研究院开发的公共领域图像处理程序,可在 http://rsbweb.nih.gov/ij 上免费获得。本研究中使用的所有 ImageJ 宏都可以作为补充材料提供,并可根据需要通过 info@biodigitalvalley.com 请求提供。XLSTAT 可在 http://www.xlstat.com/en/home/ 在线购买,目前的价格约为 300 欧元。