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临床来源丝状真菌和其他真菌的 MALDI-TOF MS 蛋白质组表型分析。

MALDI-TOF MS proteomic phenotyping of filamentous and other fungi from clinical origin.

机构信息

Parasitology Unit, Department of Laboratory Medicine, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, Rome, Italy.

出版信息

J Proteomics. 2012 Jun 18;75(11):3314-30. doi: 10.1016/j.jprot.2012.03.048. Epub 2012 Apr 4.

Abstract

Major changes in medical, intensive care and organ transplantation practices are drastically increasing the risk of fungal opportunistic infections. We designed and set-up a MALDI-TOF MS-based assay to identify the most isolated and emerging therapy-refractory/uncommon fungi from cystic fibrosis (CF) and immunocompromised patients. Two-hundred and thirty isolates from 10 different genera (Aspergillus, Emericella, Fusarium, Geosmithia, Neosartorya, Penicillium, Pseudallescheria, Scedosporium, Talaromyces, Fomitopsis), investigated during routine diagnostic efforts, were correlated to 22 laboratory-adapted reference MALDI-TOF MS "proteomic phenotypes". A growth time-course at 30°C on Sabouraud agar medium was performed for the 22 "phenotypes" at 48, 72, 96 and 120h points. The best peptide extraction conditions for full recovery of conidia- or asci-producing multihyphal morph structures and the highest intra- and inter-class profiling correlation were identified for the 120h point spectra dataset, from which an engineered library derived (pre-analytical phase). Fingerprinting classifiers, selected by Wilcoxon/Kruskal-Wallis algorithm, were computed by Genetic Algorithm, Support Vector Machine, Supervised Neuronal Network and Quick Classifier model construction. MS identification (ID) of clinical isolates was referred to genotyping (GT) and, retrospectively, compared to routine morphotyping (MT) IDs (analytical phase). Proteomic phenotyping is revolutionizing diagnostic mycology as fully reflecting species/morph varieties but often overcoming taxonomic hindrance.

摘要

医学、重症监护和器官移植实践的重大变化极大地增加了真菌机会性感染的风险。我们设计并建立了一种基于 MALDI-TOF MS 的检测方法,以鉴定来自囊性纤维化 (CF) 和免疫功能低下患者的最常见和新兴的治疗耐药/罕见真菌。在常规诊断工作中研究了来自 10 个不同属(曲霉属、拟青霉属、镰孢属、地丝霉属、新曲霉属、青霉属、假丝酵母属、枝顶孢属、拟青霉属、栓菌属)的 230 株分离株,与 22 种实验室适应的参考 MALDI-TOF MS“蛋白质组表型”相关联。在萨布罗琼脂培养基上进行了 30°C 的生长时间过程,在 48、72、96 和 120h 点对 22 种“表型”进行了研究。在 120h 点光谱数据集上,确定了用于完全回收产分生孢子或产多细胞形态结构的孢子的最佳肽提取条件,以及最高的内类和间类分析相关性,并从中衍生出一个工程化库(预分析阶段)。通过遗传算法、支持向量机、监督神经网络和快速分类器模型构建,计算了由 Wilcoxon/Kruskal-Wallis 算法选择的指纹分类器。将临床分离株的 MS 鉴定 (ID) 与基因分型 (GT) 相关联,并回顾性地与常规形态学鉴定 (MT) ID 进行比较(分析阶段)。蛋白质组表型正在彻底改变诊断真菌学,因为它完全反映了物种/形态多样性,但通常克服了分类学障碍。

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