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Hexicon 2:改进氘化分布估计的氢-氘交换质谱数据自动化处理

Hexicon 2: automated processing of hydrogen-deuterium exchange mass spectrometry data with improved deuteration distribution estimation.

作者信息

Lindner Robert, Lou Xinghua, Reinstein Jochen, Shoeman Robert L, Hamprecht Fred A, Winkler Andreas

机构信息

Department of Biomolecular Mechanisms, Max Planck Institute for Medical Research, Heidelberg, Germany.

出版信息

J Am Soc Mass Spectrom. 2014 Jun;25(6):1018-28. doi: 10.1007/s13361-014-0850-y. Epub 2014 Mar 28.

Abstract

Hydrogen-deuterium exchange (HDX) experiments analyzed by mass spectrometry (MS) provide information about the dynamics and the solvent accessibility of protein backbone amide hydrogen atoms. Continuous improvement of MS instrumentation has contributed to the increasing popularity of this method; however, comprehensive automated data analysis is only beginning to mature. We present Hexicon 2, an automated pipeline for data analysis and visualization based on the previously published program Hexicon (Lou et al. 2010). Hexicon 2 employs the sensitive NITPICK peak detection algorithm of its predecessor in a divide-and-conquer strategy and adds new features, such as chromatogram alignment and improved peptide sequence assignment. The unique feature of deuteration distribution estimation was retained in Hexicon 2 and improved using an iterative deconvolution algorithm that is robust even to noisy data. In addition, Hexicon 2 provides a data browser that facilitates quality control and provides convenient access to common data visualization tasks. Analysis of a benchmark dataset demonstrates superior performance of Hexicon 2 compared with its predecessor in terms of deuteration centroid recovery and deuteration distribution estimation. Hexicon 2 greatly reduces data analysis time compared with manual analysis, whereas the increased number of peptides provides redundant coverage of the entire protein sequence. Hexicon 2 is a standalone application available free of charge under http://hx2.mpimf-heidelberg.mpg.de.

摘要

通过质谱法(MS)分析的氢-氘交换(HDX)实验可提供有关蛋白质主链酰胺氢原子的动力学和溶剂可及性的信息。质谱仪器的不断改进促使该方法越来越受欢迎;然而,全面的自动化数据分析才刚刚开始成熟。我们展示了Hexicon 2,这是一种基于先前发表的程序Hexicon(Lou等人,2010年)的用于数据分析和可视化的自动化流程。Hexicon 2在分治策略中采用了其前身灵敏的NITPICK峰检测算法,并增加了新功能,如色谱图比对和改进的肽序列分配。氘化分布估计的独特功能在Hexicon 2中得以保留,并使用即使对噪声数据也稳健的迭代反卷积算法进行了改进。此外,Hexicon 2提供了一个数据浏览器,便于进行质量控制,并能方便地访问常见的数据可视化任务。对一个基准数据集的分析表明,Hexicon 2在氘化质心恢复和氘化分布估计方面比其前身具有更优的性能。与手动分析相比,Hexicon 2大大减少了数据分析时间,而增加的肽数量为整个蛋白质序列提供了冗余覆盖。Hexicon 2是一个独立应用程序,可在http://hx2.mpimf-heidelberg.mpg.de免费获取。

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