Department of Biotechnology, Thapar Institute of Engineering and Technology, Patiala, Punjab, 147004, India.
Med Microbiol Immunol. 2019 Apr;208(2):227-238. doi: 10.1007/s00430-019-00584-y. Epub 2019 Feb 21.
Immunoinformatics has come by leaps and bounds to finding potent vaccine candidates against various pathogens. In the current study, a combination of different T (CD4 and CD8) and B cell epitope prediction tools was applied to find peptides containing multiple epitopes against Ebola nucleoprotein (NP) and the presentation of peptides to human leukocyte antigen (HLA) molecules was analyzed by prediction, docking and population coverage tools. Further, potential peptides were analyzed by ELISA for peptide induced IFN-γ secretion in peripheral blood mononuclear cells isolated from healthy volunteers. Six peptides were obtained after merging the overlapping multiple HLA I (CD8) and II (CD4) restricted T cell epitopes as well as B cell epitopes and eliminating the peptides liable to generate autoimmune and allergic response. All peptides displayed 100% conservancy in Zaire ebolavirus. In other Ebola virus species (Sudan, Bundibugyo and Taï forest) and Filoviridae members (Lloviuvirus and Margburgvirus), some peptides were found to be conserved with minor variations. Prediction tools confirmed the ability of predicted peptides to bind with diverse HLA (HLA-A, HLA-B, HLA-DP, HLA-DQ and HLA-DR) alleles. CABS-dock results displayed that the average root mean square deviation (RMSD) value was less than three in majority of cases representing strong binding affinity with HLA alleles. Population coverage analysis predicted high coverage (> 85%) for expected immune response in four continents (Africa, America, Asia and Europe). Nine out of ten blood samples exhibited enhanced IFN-γ secretion for two peptides (P2 and P3). Thus, the identified NP peptides can be considered as potential synthetic vaccine candidates against Ebola virus.
免疫信息学在寻找针对各种病原体的有效疫苗候选物方面取得了长足的进展。在本研究中,应用了不同的 T(CD4 和 CD8)和 B 细胞表位预测工具的组合,以寻找含有针对埃博拉病毒核蛋白(NP)的多个表位的肽,并通过预测、对接和人群覆盖工具分析肽向人类白细胞抗原(HLA)分子的呈递。此外,通过 ELISA 分析潜在肽在从健康志愿者分离的外周血单核细胞中诱导 IFN-γ分泌的能力。在合并重叠的多个 HLA I(CD8)和 II(CD4)限制性 T 细胞表位以及 B 细胞表位并消除易于产生自身免疫和过敏反应的肽后,获得了六个肽。所有肽在扎伊尔埃博拉病毒中均显示 100%保守性。在其他埃博拉病毒物种(苏丹、本迪布焦和泰森林)和丝状病毒科成员(Lloviuvirus 和 Margburgvirus)中,一些肽被发现具有保守性,略有变化。预测工具证实了预测肽与多种 HLA(HLA-A、HLA-B、HLA-DP、HLA-DQ 和 HLA-DR)等位基因结合的能力。CABS-dock 结果显示,在大多数情况下,平均均方根偏差(RMSD)值小于三,代表与 HLA 等位基因具有强结合亲和力。人群覆盖分析预测,在四大洲(非洲、美洲、亚洲和欧洲)中,预期免疫反应的高覆盖率(>85%)。十个血样中有九个对两个肽(P2 和 P3)表现出增强的 IFN-γ分泌。因此,鉴定的 NP 肽可被视为针对埃博拉病毒的潜在合成疫苗候选物。