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Identification of Cryptic Anopheles Mosquito Species by Molecular Protein Profiling

机译:通过分子蛋白质谱分析鉴定隐性按蚊蚊种

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摘要

Vector control is the mainstay of malaria control programmes. Successful vector control profoundly relies on accurate information on the target mosquito populations in order to choose the most appropriate intervention for a given mosquito species and to monitor its impact. An impediment to identify mosquito species is the existence of morphologically identical sibling species that play different roles in the transmission of pathogens and parasites. Currently PCR diagnostics are used to distinguish between sibling species. PCR based methods are, however, expensive, time-consuming and their development requires a priori DNA sequence information. Here, we evaluated an inexpensive molecular proteomics approach for Anopheles species: matrix assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS). MALDI-TOF MS is a well developed protein profiling tool for the identification of microorganisms but so far has received little attention as a diagnostic tool in entomology. We measured MS spectra from specimens of 32 laboratory colonies and 2 field populations representing 12 Anopheles species including the A. gambiae species complex. An important step in the study was the advancement and implementation of a bioinformatics approach improving the resolution over previously applied cluster analysis. Borrowing tools for linear discriminant analysis from genomics, MALDI-TOF MS accurately identified taxonomically closely related mosquito species, including the separation between the M and S molecular forms of A. gambiae sensu stricto. The approach also classifies specimens from different laboratory colonies; hence proving also very promising for its use in colony authentication as part of quality assurance in laboratory studies. While being exceptionally accurate and robust, MALDI-TOF MS has several advantages over other typing methods, including simple sample preparation and short processing time. As the method does not require DNA sequence information, data can also be reviewed at any later stage for diagnostic or functional patterns without the need for re-designing and re-processing biological material.
机译:病媒控制是疟疾控制计划的主体。成功的媒介控制深深地依赖于目标蚊子种群的准确信息,以便为给定的蚊子选择最合适的干预措施并监测其影响。识别蚊子物种的障碍是存在形态相同的同胞物种,它们在病原体和寄生虫的传播中起着不同的作用。目前,PCR诊断用于区分同胞物种。然而,基于PCR的方法昂贵,费时,并且其开发需要先验DNA序列信息。在这里,我们评估了一种按蚊物种的廉价分子蛋白质组学方法:基质辅助激光解吸/电离飞行时间质谱(MALDI-TOF MS)。 MALDI-TOF MS是一种用于微生物鉴定的完善的蛋白质谱分析工具,但迄今为止,作为昆虫学的诊断工具很少受到关注。我们测量了来自32个实验室菌落和2个田间种群标本的MS光谱,这些种群代表12个按蚊种,包括冈比亚按蚊种。该研究的重要一步是生物信息学方法的发展和实施,该方法比以前应用的聚类分析提高了分辨率。借以从基因组学中进行线性判别分析的借用工具,MALDI-TOF MS可以准确识别出与分类学密切相关的蚊种,包括在冈比亚按蚊中M和S分子形式之间的分离。该方法还对来自不同实验室菌落的标本进行了分类。因此,在实验室研究中将其用于菌落鉴定作为质量保证的一部分也证明是非常有前途的。 MALDI-TOF MS具有极高的精确度和耐用性,与其他打字方法相比具有多个优势,包括样品制备简单,处理时间短。由于该方法不需要DNA序列信息,因此也可以在以后的任何阶段查看数据以进行诊断或功能模式分析,而无需重新设计和重新处理生物材料。

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