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基于 VOC 特征分析的洋葱和青葱镰刀菌基腐病早期检测。

Early Detection of Fusarium Basal Rot Infection in Onions and Shallots Based on VOC Profiles Analysis.

机构信息

Chair of Medical Biotechnology, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3, Warsaw 00-664, Poland.

School of Engineering, University of Warwick, Coventry Cv4 7AL, U.K.

出版信息

J Agric Food Chem. 2024 Feb 21;72(7):3664-3672. doi: 10.1021/acs.jafc.3c06569. Epub 2024 Feb 6.

Abstract

Gas chromatography ion-mobility spectrometry (GC-IMS) technology is drawing increasing attention due to its high sensitivity, low drift, and capability for the identification of compounds. The noninvasive detection of plant pests and pathogens is an application area well suited to this technology. In this work, we employed GC-IMS technology for early detection of Fusarium basal rot in brown onion, red onion, and shallot bulbs and for tracking disease progression during storage. The volatile profiles of the infected and healthy control bulbs were characterized using GC-IMS and gas chromatography-time-of-flight mass spectrometry (GC-TOF-MS). GC-IMS data combined with principal component analysis and supervised methods provided discrimination between infected and healthy control bulbs as early as 1 day after incubation with the pathogen, classification regarding the proportion of infected to healthy bulbs in a sample, and prediction of the infection's duration with an average = 0.92. Furthermore, GC-TOF-MS revealed several compounds, mostly sulfides and disulfides, that could be uniquely related to Fusarium basal rot infection.

摘要

气相色谱离子迁移谱(GC-IMS)技术由于其高灵敏度、低漂移和化合物鉴定能力而受到越来越多的关注。该技术非常适合用于非侵入式检测植物病虫害。在这项工作中,我们采用 GC-IMS 技术对褐葱、红葱和青葱鳞茎进行了镰刀菌基部腐烂病的早期检测,并跟踪了贮藏过程中的病情发展。使用 GC-IMS 和气相色谱-飞行时间质谱(GC-TOF-MS)对受感染和健康对照鳞茎的挥发性图谱进行了表征。GC-IMS 数据结合主成分分析和有监督方法,早在接种病原菌 1 天后就能对受感染和健康对照鳞茎进行区分,对样品中受感染和健康鳞茎的比例进行分类,并对感染持续时间进行预测,平均准确率为 0.92。此外,GC-TOF-MS 还揭示了几种化合物,主要是硫化物和二硫化物,这些化合物可能与镰刀菌基部腐烂病感染有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/99fa/10885136/5f91f9ee4f96/jf3c06569_0001.jpg

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