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Lineage‐specific epitope profiles for HPAI H5 pre‐pandemic vaccine selection and evaluation

机译:HPAI H5大流行前疫苗选择和评估的特定于血统的抗原决定簇谱

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Abstract BackgroundMultiple highly pathogenic avian influenza (HPAI) H5 viruses continue to co-circulate. This has complicated pandemic preparedness and confounded effective vaccine candidate selection and evaluation. ObjectivesIn this study, we aimed to predict and map the diversity of CD8+ T-cell epitopes among H5 hemagglutinin (HA) gene lineages to estimate CD8+ T-cell immunity in humans induced by vaccine candidates. MethodsA dataset consisting of 1125 H5 HA sequences collected between 1996 and 2017 from avian and humans was assembled for phylogenetic and lineage-specific epitope analyses. Conserved epitopes were predicted from WHO-endorsed vaccine candidates and representative clade-defining strains by pairwise comparison with Immune Epitope Database (IEDB). The distribution of predicted epitopes was mapped to each HPAI H5 lineage. We assume that high similarity and conservancy of predicted epitopes from vaccine candidates among all circulating HPAI H5 lineages is correlated with high immunity. ResultsA total of 49 conserved CD8+ T-cell epitopes were predicted at 28 different amino acid positions of the HA protein. Mapping these epitopes to the phylogenetic tree allowed us to develop epitope profiles, or “fingerprints,” for each HPAI H5 lineage. Vaccine epitope percentage analyses showed some epitope profiles were highly conserved for all H5 isolates and may be valuable for universal vaccine design. However, the positions with low coverage may explain why the vaccine candidates do not always function well. ConclusionsThese findings demonstrate that our analytical approach to evaluate conserved CD8+ T-cell epitope prediction in a phylogenetic framework may provide important insights for computational design of vaccine selection and future epitope-based design.
机译:摘要背景多种高致病性禽流感(HPAI)H5病毒继续传播。这使大流行的防范工作复杂化,并混淆了有效的候选疫苗的选择和评估。目的在这项研究中,我们旨在预测和定位H5血凝素(HA)基因谱系中CD8 + T细胞表位的多样性,以评估候选疫苗诱导的人的CD8 + T细胞免疫力。方法收集由1996年至2017年之间从禽类和人类收集的1125个H5 HA序列组成的数据集,以进行系统发育和谱系特异性表位分析。通过与免疫表位数据库(IEDB)进行成对比较,可以从世卫组织认可的候选疫苗和具有代表性的进化枝定义菌株中预测出保守的表位。将预测表位的分布定位到每个HPAI H5谱系。我们假设在所有循环的HPAI H5谱系中来自候选疫苗的预测表位的高度相似性和保守性与高免疫力相关。结果预计在HA蛋白的28个不同氨基酸位置上共有49个保守的CD8 + T细胞表位。将这些表位映射到系统树上,使我们能够为每个HPAI H5谱系开发表位图谱或“指纹”。疫苗抗原决定簇百分比分析表明,所有H5分离株的某些抗原决定簇特征都是高度保守的,可能对通用疫苗设计有价值。但是,覆盖率低的职位可能解释了为什么候选疫苗不能始终发挥良好的作用。结论这些发现表明,我们在系统进化框架中评估保守CD8 + T细胞表位预测的分析方法可能为疫苗选择的计算设计和未来基于表位的设计提供重要见解。

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