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首页> 外文期刊>Journal of mass spectrometry: JMS >ChemFrag: Chemically meaningful annotation of fragment ion mass spectra
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ChemFrag: Chemically meaningful annotation of fragment ion mass spectra

机译:Chemfrag:化学有意义的片段离子质谱注释

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摘要

Identification and structural determination of small molecules by mass spectrometry is an important step in chemistry and biochemistry. However, the chemically realistic annotation of a fragment ion spectrum can be a difficult challenge. We developed ChemFrag, for the detection of fragmentation pathways and the annotation of fragment ions with chemically reasonable structures. ChemFrag combines a quantum chemical with a rule-based approach. For different doping substances as test instances, ChemFrag correctly annotates fragment ions. In most cases, the predicted fragments are chemically more realistic than those from purely combinatorial approaches, or approaches based on machine learning. The annotation generated by ChemFrag often coincides with spectra that have been manually annotated by experts. This is a major advance in peak annotation and allows a more precise automatic interpretation of mass spectra.
机译:通过质谱法鉴定和结构测定小分子是化学和生物化学的重要步骤。 然而,片段离子谱的化学现实逼真的注释可能是难以挑战的。 我们开发了Chemfrag,用于检测碎片途径和具有化学合理的结构的片段离子的注释。 Chemfrag将量子化学与基于规则的方法相结合。 对于不同的掺杂物质作为测试实例,Chemfrag正确地注释了片段离子。 在大多数情况下,预测的片段比从纯粹组合方法或基于机器学习的方法的方法更具现实。 Chemfrag产生的注释通常与专家手动注释的光谱一致。 这是峰值注释中的主要进步,并允许更精确的质谱自动解释。

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