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鉴定新型节肢动物载体 G 蛋白偶联受体。

Identification of novel arthropod vector G protein-coupled receptors.

机构信息

Department of Computer Science & Engineering, University of Notre Dame, Notre Dame, IN 46656, USA.

出版信息

Parasit Vectors. 2013 May 24;6:150. doi: 10.1186/1756-3305-6-150.

Abstract

BACKGROUND

The control of vector-borne diseases, such as malaria, dengue fever, and typhus fever is often achieved with the use of insecticides. Unfortunately, insecticide resistance is becoming common among different vector species. There are currently no chemical alternatives to these insecticides because new human-safe classes of molecules have yet to be brought to the vector-control market. The identification of novel targets offer opportunities for rational design of new chemistries to control vector populations. One target family, G protein-coupled receptors (GPCRs), has remained relatively under explored in terms of insecticide development.

METHODS

A novel classifier, Ensemble*, for vector GPCRs was developed. Ensemble* was validated and compared to existing classifiers using a set of all known GPCRs from Aedes aegypti, Anopheles gambiae, Apis Mellifera, Drosophila melanogaster, Homo sapiens, and Pediculus humanus. Predictions for unidentified sequences from Ae. aegypti, An. gambiae, and Pe. humanus were validated. Quantitative RT-PCR expression analysis was performed on previously-known and newly discovered Ae. aegypti GPCR genes.

RESULTS

We present a new analysis of GPCRs in the genomes of Ae, aegypti, a vector of dengue fever, An. gambiae, a primary vector of Plasmodium falciparum that causes malaria, and Pe. humanus, a vector of epidemic typhus fever, using a novel GPCR classifier, Ensemble*, designed for insect vector species. We identified 30 additional putative GPCRs, 19 of which we validated. Expression of the newly discovered Ae. aegypti GPCR genes was confirmed via quantitative RT-PCR.

CONCLUSION

A novel GPCR classifier for insect vectors, Ensemble*, was developed and GPCR predictions were validated. Ensemble* and the validation pipeline were applied to the genomes of three insect vectors (Ae. aegypti, An. gambiae, and Pe. humanus), resulting in the identification of 52 GPCRs not previously identified, of which 11 are predicted GPCRs, and 19 are predicted and confirmed GPCRs.

摘要

背景

控制蚊媒疾病,如疟疾、登革热和斑疹伤寒,通常使用杀虫剂。不幸的是,不同媒介物种的杀虫剂耐药性越来越普遍。目前还没有这些杀虫剂的化学替代品,因为新的对人类安全的分子尚未进入媒介控制市场。新目标的鉴定为设计新的化学物质控制媒介种群提供了机会。一个目标家族,G 蛋白偶联受体(GPCRs),在杀虫剂开发方面的研究相对较少。

方法

开发了一种新的用于蚊媒 GPCR 的分类器 Ensemble*。使用一组来自埃及伊蚊、冈比亚按蚊、蜜蜂、黑腹果蝇、人类和人虱的已知 GPCR,对 Ensemble*进行验证并与现有分类器进行比较。对来自埃及伊蚊、冈比亚按蚊和人虱的未识别序列进行了预测验证。对先前已知和新发现的埃及伊蚊 GPCR 基因进行了定量 RT-PCR 表达分析。

结果

我们使用一种新的 GPCR 分类器 Ensemble*对埃及伊蚊、登革热的主要媒介冈比亚按蚊、引起疟疾的疟原虫主要载体冈比亚按蚊和斑疹伤寒的媒介人虱的基因组中的 GPCR 进行了新的分析,该分类器专为昆虫媒介物种设计。我们鉴定了另外 30 个假定的 GPCR,其中 19 个得到了验证。通过定量 RT-PCR 证实了新发现的埃及伊蚊 GPCR 基因的表达。

结论

开发了一种用于昆虫媒介的新 GPCR 分类器 Ensemble*,并对 GPCR 预测进行了验证。应用 Ensemble*和验证管道对三种昆虫媒介(埃及伊蚊、冈比亚按蚊和人虱)的基因组进行了分析,结果鉴定出 52 个以前未鉴定的 GPCR,其中 11 个是预测的 GPCR,19 个是预测和证实的 GPCR。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c073/3680159/20176cac2cc5/1756-3305-6-150-1.jpg

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