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被忽视热带病疫苗的计算机辅助设计的当前应用及未来机遇概述

An Overview of Current Uses and Future Opportunities for Computer-Assisted Design of Vaccines for Neglected Tropical Diseases.

作者信息

Robleda-Castillo Raquel, Ros-Lucas Albert, Martinez-Peinado Nieves, Alonso-Padilla Julio

机构信息

Barcelona Institute for Global Health (ISGlobal), Hospital Clínic - University of Barcelona, Barcelona, 08036, Spain.

出版信息

Adv Appl Bioinform Chem. 2021 Feb 15;14:25-47. doi: 10.2147/AABC.S258759. eCollection 2021.

Abstract

Neglected tropical diseases are infectious diseases that impose high morbidity and mortality rates over 1.5 billion people worldwide. Originally restricted to tropical and subtropical regions, changing climate conditions have increased their potential to emerge elsewhere. Control of their impact suffers from shortages like poor epidemiological surveillance or irregular drug distribution, and some NTDs still lack of appropriate diagnostics and/or efficient therapeutics. For these, availability of vaccines to prevent new infections, or the worsening of those already established, would mean a major breakthrough. However, only dengue and rabies count with approved vaccines at present. Herein, we review the state-of-the-art of vaccination strategies for NTDs, setting the focus on third generation vaccines and the concept of reverse vaccinology. Its capability to address pathogens´ biological complexity, likely contributing to save developmental costs is discussed. The use of computational tools is a fundamental aid to analyze increasingly large datasets aimed at designing vaccine candidates with the highest, possibly, opportunities to succeed. Ultimately, we identify and analyze those studies that took an in silico approach to find vaccine candidates, and experimentally assessed their immunogenicity and/or protection capabilities.

摘要

被忽视的热带病是一类传染病,在全球超过15亿人口中造成了高发病率和高死亡率。这些疾病最初局限于热带和亚热带地区,但气候变化增加了它们在其他地区出现的可能性。对其影响的控制面临着诸如流行病学监测薄弱或药物分发不规律等问题,而且一些被忽视的热带病仍然缺乏合适的诊断方法和/或有效的治疗手段。对于这些疾病而言,能够预防新感染或改善已感染病情的疫苗的出现将意味着重大突破。然而,目前只有登革热和狂犬病有获批的疫苗。在此,我们综述了被忽视的热带病疫苗接种策略的最新进展,重点关注第三代疫苗和反向疫苗学概念。文中讨论了其应对病原体生物学复杂性的能力,这可能有助于节省研发成本。使用计算工具是分析日益庞大的数据集的基本辅助手段,这些数据集旨在设计出最有可能成功的候选疫苗。最终,我们识别并分析了那些采用计算机方法寻找候选疫苗,并通过实验评估其免疫原性和/或保护能力的研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6afc/7894434/342e48b295c8/AABC-14-25-g0001.jpg

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