为开发新型抗利什曼病菌化合物高通量确定目标蛋白质的优先次序

IF 4.1 2区 医学 Q1 PARASITOLOGY
Lucas G. Azevedo , Ezequiel Sosa , Artur T.L. de Queiroz , Aldina Barral , Richard J. Wheeler , Marisa F. Nicolás , Leonardo P. Farias , Dario Fernández Do Porto , Pablo Ivan P. Ramos
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引用次数: 0

摘要

利什曼病是一种病媒传播疾病,由细胞内原生动物利什曼属寄生虫感染引起。目前,人类疫苗尚未问世,主要治疗方法主要依赖于全身用药,但这些药物往往配方不佳,毒性较大,因此新药成为深受该疾病困扰的低收入和中等收入国家的当务之急,但由于利润率不高,在大多数制药公司的议程中却处于次要地位。我们需要新的方法来加速新药的发现或现有药物的重新定位。为了应对这一挑战,我们的研究旨在确定与临床相关的利什曼病种共有的潜在蛋白靶标。我们采用了减法蛋白质组学和比较基因组学方法,整合高通量多组学数据,根据不同的可药性指标对这些靶点进行分类。通过这项工作,我们对 14 种致病利什曼原虫的 6502 个蛋白靶点的同源组进行了排序。在排名前 20 位的高分组中,我们重新发现了已知的具有药物靶点吸引力的代谢过程,包括泛素化途径、氨基酰-tRNA 合成酶和嘌呤合成。此外,我们还发现了烟酸磷酸核糖基转移酶和二氢脂酰胺琥珀酰转移酶等有潜力的新靶点。这些组群表现出了吸引人的可药用性特征,包括与人类宿主蛋白质组的序列同一性低于 40%、预测的基本性、结构分类为高度可药用或可药用,以及在变形体中的表达水平高于第 50 百分位数。这项工作所提供的资源也是锥虫生物学综合数据的全面收集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

High-throughput prioritization of target proteins for development of new antileishmanial compounds

High-throughput prioritization of target proteins for development of new antileishmanial compounds

Leishmaniasis, a vector-borne disease, is caused by the infection of Leishmania spp., obligate intracellular protozoan parasites. Presently, human vaccines are unavailable, and the primary treatment relies heavily on systemic drugs, often presenting with suboptimal formulations and substantial toxicity, making new drugs a high priority for LMIC countries burdened by the disease, but a low priority in the agenda of most pharmaceutical companies due to unattractive profit margins. New ways to accelerate the discovery of new, or the repositioning of existing drugs, are needed. To address this challenge, our study aimed to identify potential protein targets shared among clinically-relevant Leishmania species. We employed a subtractive proteomics and comparative genomics approach, integrating high-throughput multi-omics data to classify these targets based on different druggability metrics. This effort resulted in the ranking of 6502 ortholog groups of protein targets across 14 pathogenic Leishmania species. Among the top 20 highly ranked groups, metabolic processes known to be attractive drug targets, including the ubiquitination pathway, aminoacyl-tRNA synthetases, and purine synthesis, were rediscovered. Additionally, we unveiled novel promising targets such as the nicotinate phosphoribosyltransferase enzyme and dihydrolipoamide succinyltransferases. These groups exhibited appealing druggability features, including less than 40% sequence identity to the human host proteome, predicted essentiality, structural classification as highly druggable or druggable, and expression levels above the 50th percentile in the amastigote form. The resources presented in this work also represent a comprehensive collection of integrated data regarding trypanosomatid biology.

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来源期刊
CiteScore
7.90
自引率
7.50%
发文量
31
审稿时长
48 days
期刊介绍: The International Journal for Parasitology – Drugs and Drug Resistance is one of a series of specialist, open access journals launched by the International Journal for Parasitology. It publishes the results of original research in the area of anti-parasite drug identification, development and evaluation, and parasite drug resistance. The journal also covers research into natural products as anti-parasitic agents, and bioactive parasite products. Studies can be aimed at unicellular or multicellular parasites of human or veterinary importance.
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