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重叠和噪声氢/氘交换质谱分析。

Analysis of overlapped and noisy hydrogen/deuterium exchange mass spectra.

机构信息

Department of Medicinal Chemistry, University of Washington, Seattle, WA, 98195, USA,

出版信息

J Am Soc Mass Spectrom. 2013 Dec;24(12):1906-12. doi: 10.1007/s13361-013-0727-5. Epub 2013 Sep 10.

Abstract

Noisy and overlapped mass spectrometry data hinder the sequence coverage that can be obtained from hydrogen deuterium exchange analysis, and places a limit on the complexity of the samples that can be studied by this technique. Advances in instrumentation have addressed these limits, but as the complexity of the biological samples under investigation increases, these problems are re-encountered. Here we describe the use of binomial distribution fitting with asymmetric linear squares regression for calculating the accurate deuterium content for mass envelopes of low signal or that contain significant overlap. The approach is demonstrated with a test data set of HIV Env gp140 wherein inclusion of the new analysis regime resulted in obtaining exchange data for 42 additional peptides, improving the sequence coverage by 11%. At the same time, the precision of deuterium uptake measurements was improved for nearly every peptide examined. The improved processing algorithms also provide an efficient method for deconvolution of bimodal mass envelopes and EX1 kinetic signatures. All these functions and visualization tools have been implemented in the new version of the freely available software, HX-Express v2.

摘要

嘈杂和重叠的质谱数据阻碍了从氢氘交换分析中获得的序列覆盖度,并且限制了可以通过该技术研究的样品的复杂性。仪器仪表的进步已经解决了这些限制,但随着研究中生物样品的复杂性增加,这些问题再次出现。在这里,我们描述了使用二项式分布拟合和不对称线性平方回归来计算低信号或包含显著重叠的质量包络的准确氘含量。该方法通过 HIV Env gp140 的测试数据集进行了演示,其中包括新的分析规则,导致获得了 42 个额外肽的交换数据,序列覆盖度提高了 11%。同时,几乎每个被检查的肽的氘摄入测量的精度都得到了提高。改进的处理算法还为双峰质量包络和 EX1 动力学特征提供了一种有效的解卷积方法。所有这些功能和可视化工具都已在免费软件 HX-Express v2 的新版本中实现。

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