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总质量差异统计算法:一种鉴定天然有机物电喷雾电离傅里叶变换离子回旋共振质谱数据中高分子量构建块的新方法。

Total mass difference statistics algorithm: a new approach to identification of high-mass building blocks in electrospray ionization Fourier transform ion cyclotron mass spectrometry data of natural organic matter.

机构信息

Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.

出版信息

Anal Chem. 2009 Dec 15;81(24):10106-15. doi: 10.1021/ac901476u.

DOI:10.1021/ac901476u
PMID:19904912
Abstract

The ultrahigh-resolution Fourier transform ion cyclotron resonance (FTICR) mass spectrum of natural organic matter (NOM) contains several thousand peaks with dozens of molecules matching the same nominal mass. Such a complexity poses a significant challenge for automatic data interpretation, in which the most difficult task is molecular formula assignment, especially in the case of heavy and/or multielement ions. In this study, a new universal algorithm for automatic treatment of FTICR mass spectra of NOM and humic substances based on total mass difference statistics (TMDS) has been developed and implemented. The algorithm enables a blind search for unknown building blocks (instead of a priori known ones) by revealing repetitive patterns present in spectra. In this respect, it differs from all previously developed approaches. This algorithm was implemented in designing FIRAN-software for fully automated analysis of mass data with high peak density. The specific feature of FIRAN is its ability to assign formulas to heavy and/or multielement molecules using "virtual elements" approach. To verify the approach, it was used for processing mass spectra of sodium polystyrene sulfonate (PSS, M(w) = 2200 Da) and polymethacrylate (PMA, M(w) = 3290 Da) which produce heavy multielement and multiply-charged ions. Application of TMDS identified unambiguously monomers present in the polymers consistent with their structure: C(8)H(7)SO(3)Na for PSS and C(4)H(6)O(2) for PMA. It also allowed unambiguous formula assignment to all multiply-charged peaks including the heaviest peak in PMA spectrum at mass 4025.6625 with charge state 6- (mass bias -0.33 ppm). Application of the TMDS-algorithm to processing data on the Suwannee River FA has proven its unique capacities in analysis of spectra with high peak density: it has not only identified the known small building blocks in the structure of FA such as CH(2), H(2), C(2)H(2)O, O but the heavier unit at 154.027 amu. The latter was identified for the first time and assigned a formula C(7)H(6)O(4) consistent with the structure of dihydroxyl-benzoic acids. The presence of these compounds in the structure of FA has so far been numerically suggested but never proven directly. It was concluded that application of the TMDS-algorithm opens new horizons in unfolding molecular complexity of NOM and other natural products.

摘要

天然有机物 (NOM) 的超高分辨率傅里叶变换离子回旋共振 (FTICR) 质谱包含数千个峰,其中数十个分子具有相同的名义质量。这种复杂性给自动数据解释带来了重大挑战,其中最困难的任务是分子式赋值,尤其是对于重元素和/或多电荷离子。在这项研究中,开发并实施了一种基于总质量差统计 (TMDS) 的新的通用算法,用于自动处理 NOM 和腐殖质的 FTICR 质谱。该算法通过揭示谱中存在的重复模式,实现对未知构建块(而不是先验已知构建块)的盲目搜索。在这方面,它与以前开发的所有方法都不同。该算法已在 FIRAN 软件中实现,用于全自动分析具有高密度峰的质谱数据。FIRAN 的一个特点是能够使用“虚拟元素”方法为重元素和/或多电荷分子分配公式。为了验证该方法,它被用于处理重元素和多电荷的聚苯乙烯磺酸钠 (PSS,M(w) = 2200 Da) 和聚甲基丙烯酸酯 (PMA,M(w) = 3290 Da) 的质谱,这些物质产生重元素多电荷和多电荷离子。TMDS 的应用明确识别了与聚合物结构一致的聚合物中的单体:PSS 为 C(8)H(7)SO(3)Na,PMA 为 C(4)H(6)O(2)。它还可以明确地为所有多电荷峰分配公式,包括 PMA 谱中最重的峰在质量 4025.6625 处的电荷状态为 6-(质量偏差-0.33 ppm)。TMDS 算法在对苏万尼河 FA 数据进行处理时,证明了其在分析高密度峰谱方面的独特能力:它不仅识别了 FA 结构中已知的小构建块,如 CH(2)、H(2)、C(2)H(2)O、O,还识别了 154.027 amu 的较重单元。后者是首次被识别,并被赋予了与二羟基苯甲酸结构一致的公式 C(7)H(6)O(4)。这些化合物在 FA 结构中的存在迄今为止仅通过数值建议,从未直接证明。研究结论认为,TMDS 算法的应用为揭示 NOM 和其他天然产物的分子复杂性开辟了新的前景。

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