Polpitiya Ashoka D, Qian Wei-Jun, Jaitly Navdeep, Petyuk Vladislav A, Adkins Joshua N, Camp David G, Anderson Gordon A, Smith Richard D
Pacific Northwest National Laboratory, Richland, WA 99352, USA.
Bioinformatics. 2008 Jul 1;24(13):1556-8. doi: 10.1093/bioinformatics/btn217. Epub 2008 May 3.
Data Analysis Tool Extension (DAnTE) is a statistical tool designed to address challenges associated with quantitative bottom-up, shotgun proteomics data. This tool has also been demonstrated for microarray data and can easily be extended to other high-throughput data types. DAnTE features selected normalization methods, missing value imputation algorithms, peptide-to-protein rollup methods, an extensive array of plotting functions and a comprehensive hypothesis-testing scheme that can handle unbalanced data and random effects. The graphical user interface (GUI) is designed to be very intuitive and user friendly.
DAnTE may be downloaded free of charge at http://omics.pnl.gov/software/.
An example dataset with instructions on how to perform a series of analysis steps is available at http://omics.pnl.gov/software/
数据分析工具扩展(DAnTE)是一种统计工具,旨在应对与定量自下而上的鸟枪法蛋白质组学数据相关的挑战。该工具也已在微阵列数据中得到验证,并且可以轻松扩展到其他高通量数据类型。DAnTE具有选定的归一化方法、缺失值插补算法、肽到蛋白质的汇总方法、大量的绘图功能以及可处理不平衡数据和随机效应的全面假设检验方案。图形用户界面(GUI)设计得非常直观且用户友好。
可在http://omics.pnl.gov/software/免费下载DAnTE。