Pascal B D, Chalmers M J, Busby S A, Mader C C, Southern M R, Tsinoremas N F, Griffin P R
Translational Research Institute, The Scripps Research Institute--Scripps Florida, Jupiter, FL 33458, USA.
BMC Bioinformatics. 2007 May 16;8:156. doi: 10.1186/1471-2105-8-156.
The combination of mass spectrometry and solution phase amide hydrogen/deuterium exchange (H/D exchange) experiments is an effective method for characterizing protein dynamics, and protein-protein or protein-ligand interactions. Despite methodological advancements and improvements in instrumentation and automation, data analysis and display remains a tedious process. The factors that contribute to this bottleneck are the large number of data points produced in a typical experiment, each requiring manual curation and validation, and then calculation of the level of backbone amide exchange. Tools have become available that address some of these issues, but lack sufficient integration, functionality, and accessibility required to address the needs of the H/D exchange community. To date there is no software for the analysis of H/D exchange data that comprehensively addresses these issues.
We have developed an integrated software system for the automated analysis and representation of H/D exchange data that has been titled "The Deuterator". Novel approaches have been implemented that enable high throughput analysis, automated determination of deuterium incorporation, and deconvolution of overlapping peptides. This has been achieved by using methods involving iterative theoretical envelope fitting, and consideration of peak data within expected m/z ranges. Existing common file formats have been leveraged to allow compatibility with the output from the myriad of MS instrument platforms and peptide sequence database search engines.A web-based interface is used to integrate the components of The Deuterator that are able to analyze and present mass spectral data from instruments with varying resolving powers. The results, if necessary, can then be confirmed, adjusted, re-calculated and saved. Additional tools synchronize the curated calculation parameters with replicate time points, increasing throughput. Saved results can then be used to plot deuterium buildup curves and 3D structural overlays. The system has been used successfully in a production environment for over one year and is freely available as a web tool at the project home page http://deuterator.florida.scripps.edu.
The automated calculation and presentation of H/D exchange data in a user interface enables scientists to organize and analyze data efficiently. Integration of the different components of The Deuterator coupled with the flexibility of common data file formats allow this system to be accessible to the broadening H/D exchange community.
质谱分析与溶液相酰胺氢/氘交换(H/D交换)实验相结合是表征蛋白质动力学、蛋白质-蛋白质或蛋白质-配体相互作用的有效方法。尽管在方法学、仪器设备和自动化方面取得了进展和改进,但数据分析和展示仍然是一个繁琐的过程。造成这一瓶颈的因素包括典型实验中产生的大量数据点,每个数据点都需要人工整理和验证,然后计算主链酰胺交换水平。虽然已经有一些工具可以解决其中一些问题,但它们缺乏解决H/D交换领域需求所需的充分集成、功能和易用性。迄今为止,还没有一款软件能够全面解决这些问题来分析H/D交换数据。
我们开发了一个用于自动分析和呈现H/D交换数据的集成软件系统,名为“The Deuterator”。采用了新的方法实现高通量分析、自动确定氘掺入以及重叠肽段的去卷积。这是通过使用迭代理论包络拟合方法并考虑预期质荷比范围内的峰数据来实现的。利用现有的通用文件格式实现与众多质谱仪器平台和肽序列数据库搜索引擎输出的兼容性。基于网络的界面用于集成The Deuterator的各个组件,这些组件能够分析和呈现来自具有不同分辨率仪器的质谱数据。如有必要,结果随后可以被确认、调整、重新计算并保存。其他工具可将整理后的计算参数与重复时间点同步,提高通量。保存的结果随后可用于绘制氘积累曲线和3D结构叠加图。该系统已在生产环境中成功使用了一年多,可作为网络工具在项目主页http://deuterator.florida.scripps.edu免费获取。
在用户界面中自动计算和呈现H/D交换数据使科学家能够高效地组织和分析数据。The Deuterator不同组件的集成以及通用数据文件格式的灵活性使该系统能够为不断扩大的H/D交换领域所使用。