Centre for Proteome Research, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Crown Street, Liverpool L69 7ZB, UK.
Ecology and Evolution Group, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Crown Street, Liverpool L69 7ZB, UK.
Open Biol. 2020 Nov;10(11):200196. doi: 10.1098/rsob.200196. Epub 2020 Nov 25.
There is increasing emphasis on the use of new analytical approaches in subject analysis and classification, particularly in respect to minimal sample preparation. Here, we demonstrate that rapid evaporative ionization mass spectrometry (REIMS), a method that captures metabolite mass spectra after rapid combustive degradation of an intact biological specimen, generates informative mass spectra from several arthropods, and more specifically, is capable of discerning differences between species and sex of several adult species. A model including five species, built using pattern recognition, achieves high correct classification rates (over 90%) using test datasets and is able to resolve closely related species. The ease of discrimination of male and female specimens also demonstrates that sex-specific differences reside in the REIMS metabolite patterns, whether analysed across all five species or specifically for Further, the same approach can correctly discriminate and assign species at the larval stage, where these are morphologically highly similar or identical. REIMS offers a novel approach to insect typing and analysis, requiring a few seconds of data acquisition per sample and has considerable potential as a new tool for the field biologist.
人们越来越重视在主题分析和分类中使用新的分析方法,特别是在最小样本制备方面。在这里,我们证明了快速蒸发电离质谱(REIMS),一种在完整生物样本快速燃烧降解后捕获代谢物质谱的方法,能够从几种节肢动物中产生有信息的质谱,更具体地说,能够分辨几种成年物种的物种和性别的差异。使用模式识别构建的包括五个物种的模型,使用测试数据集实现了高的正确分类率(超过 90%),并且能够分辨出密切相关的物种。雄性和雌性标本的易于区分也表明,性别特异性差异存在于 REIMS 代谢物模式中,无论是在所有五个物种中分析还是专门针对 进行分析。此外,相同的方法可以正确区分和分配幼虫期的 物种,这些物种在形态上高度相似或相同。REIMS 为昆虫分类和分析提供了一种新方法,每个样本只需几秒钟的数据采集,具有成为领域生物学家新工具的巨大潜力。