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从保留时间到官能团归属:一种基于化学数据库驱动的海洋溶解有机物高分辨率质谱数据处理方法

From Retention Time to Functional Group Assignment: A Chemical Database-Driven Approach for High-Resolution Mass Data of Marine Dissolved Organic Matter.

作者信息

Moye Fabian, Bareth Marlo, Koch Boris P, Tebben Jan, Harder Tilmann

机构信息

Marine Chemistry, Faculty of Biology and Chemistry, University of Bremen, Bremen, Germany.

Department of Ecological Chemistry, Alfred-Wegener-Institut Helmholtz Zentrum für Polar- und Meeresforschung, Bremerhaven, Germany.

出版信息

Rapid Commun Mass Spectrom. 2025 Jul 15;39(13):e10043. doi: 10.1002/rcm.10043.

Abstract

RATIONALE

The high chemodiversity of marine dissolved organic matter (DOM) has challenged identification of singular DOM components. To infer chemical structure features of DOM with accurately determined molecular formulas, we assessed if empirically determined elution properties of stoichiometrically identical isomers obtained from a chemical database would predict features, such as the type and number of functional groups, in structurally unknown DOM isomers.

METHODS

DOM of different origin (North Sea, Southern Ocean) was analysed by LC-FT-MS using two different mass spectrometry methods. Chromatographic retention of DOM isomers was correlated with calculated retention properties of structurally known isomers in PubChem. A total of 7.7 million chemical identifiers were queried for their computed octanol-water coefficients (logP). The 50 most intense molecular formulas were queried for PubChem structure data files. The number and type of structural features was assigned to logP bins across the DOM elution window, to correlate the contribution of database-derived structure features to retention time of structurally unknown DOM isomers.

RESULTS

The intensity-weighted average of logP for CHO in Southern Ocean water, predicted by retention time of all molecular formulas, was in good agreement with logP values stored in PubChem. The comparatively longer retention of the same isomer in North Sea versus Southern Ocean DOM suggests a decoration with fewer alcohol groups and more ring structures and esters. Earlier eluting molecular formulas are more likely to contain rings and alcohols, while later eluting ones are more linear/branched and contain more esters.

CONCLUSIONS

We hypothesised DOM isomers belonging to comparatively older Southern Ocean water to elute earlier than young and less degraded molecules present in North Sea water. This hypothesis was verified based on three exemplarily selected molecular formulas cooccurring in all water samples. Our strategy circumvents issues of chimeric fragmentation spectra and furthermore adds retention time as a new physicochemical descriptor of DOM molecules.

摘要

原理

海洋溶解有机物(DOM)的高化学多样性对单一DOM成分的鉴定提出了挑战。为了通过精确确定的分子式推断DOM的化学结构特征,我们评估了从化学数据库中获得的化学计量相同的异构体的经验洗脱特性是否能预测结构未知的DOM异构体中的官能团类型和数量等特征。

方法

使用两种不同的质谱方法,通过液相色谱-傅里叶变换质谱(LC-FT-MS)分析不同来源(北海、南大洋)的DOM。DOM异构体的色谱保留与PubChem中结构已知的异构体的计算保留特性相关。总共查询了770万个化学标识符的计算辛醇-水系数(logP)。查询了50个强度最高的分子式的PubChem结构数据文件。将结构特征的数量和类型分配到DOM洗脱窗口的logP区间中,以关联数据库衍生的结构特征对结构未知的DOM异构体保留时间的贡献。

结果

通过所有分子式的保留时间预测的南大洋水中CHO的logP强度加权平均值与PubChem中存储的logP值高度一致。同一异构体在北海DOM中的保留时间相对较长,而在南大洋DOM中较短,这表明其修饰的醇基较少,环结构和酯较多。较早洗脱的分子式更可能含有环和醇,而较晚洗脱的分子式更具线性/支链,且含有更多酯。

结论

我们假设属于相对较古老的南大洋水的DOM异构体比北海水中年轻且降解程度较低的分子更早洗脱。基于在所有水样中共同出现的三个示例性选择的分子式,这一假设得到了验证。我们的策略规避了嵌合碎片光谱的问题,并且还增加了保留时间作为DOM分子的一种新的物理化学描述符。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f81/11997241/a7a1fffc232c/RCM-39-e10043-g003.jpg

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