Prediction and identification of T cell epitopes of COVID-19 with balanced cytokine response for the development of peptide based vaccines.

In Silico Pharmacology Pub Date : 2021-06-28 eCollection Date: 2021-01-01 DOI:10.1007/s40203-021-00098-7
Medha, Parul Bhatt, Priyanka, Monika Sharma, Sadhna Sharma
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引用次数: 4

Abstract

Recent outbreak of 2019 novel Corona virus poses serious challenge for the global health system. In lieu of paucity of experimental data, tools and the very basic understanding of host immune responses against SARS-CoV-2, well thought effective measures are needed to control COVID-19 pandemic. We have identified specific overlapping antigenic peptide epitopes (OAPE) within the 4 structural proteins of SARS-CoV-2 predictive of triggering robust CD4 and CD8 T cell responses in host using bio-informatics tools (NetMHC4.0, IEDB, and Vaxijen2.0). We speculate an early release of pro-inflammatory cytokines for protection and later release of anti-inflammatory cytokines for prevention of immunopathology in designing a vaccine for Covid-19. Therefore, the selected immunogenic OAPE were subjected to in silico tools (IL-6-Pred, IFNepitope and PIP-EL) for analyzing their pro-inflammatory response. The OAPEs found to be pro-inflammatory in nature were further subjected to prediction servers (IL-4-Pred, IL-10-Pred, Pre-AIP) to characterize them as inducers of anti-inflammatory response as well. We finally filtered out 12 OAPE which had affinity for both CD4 and CD8 T cells as well as were inducers of pro-inflammatory and anti-inflammatory cytokines. On confirmation of OAPE binding affinity for respective T cell specific MHC allele using docking studies (pepATTRACT, Hex8.0 and Discovery studio) they were found to be have more immunogenic potential than the 3 negative control peptides (NCPs) included in the study. Additionally, we constructed CTxB-adjuvanated multi-epitopic vaccine inclusive of the 12 OAPEs which was non-toxic, non-allergenic and capable of inducing both pro-inflammatory and anti-inflammatory cytokines. A successful in silico cloning and docking of modeled subunit vaccine construct with toll like receptor-2 (TLR-2) confirmed the high efficacy of our multi-epitopic vaccine which can through a balanced interplay of cytokines help in creating a steady-state immune equilibrium. In silico immune simulation studies with the vaccine using C-ImmSim server also showed higher percentage of T cells along with production of pro-inflammatory as well as some anti-inflammatory cytokines. Experimental validation of this prediction based study on Peripheral Blood Mononuclear Cells (PBMCs) of un-infected individuals, patients and recovered individuals will facilitate production of high priority effective SARS -CoV-2 vaccine candidate.

Supplementary information: The online version contains supplementary material available at 10.1007/s40203-021-00098-7.

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基于平衡细胞因子反应的COVID-19 T细胞表位的预测和鉴定为多肽疫苗的开发提供了依据。
最近爆发的2019年新型冠状病毒给全球卫生系统带来了严峻挑战。由于缺乏实验数据、工具和对宿主对SARS-CoV-2的免疫反应的基本了解,需要采取深思熟虑的有效措施来控制COVID-19大流行。我们利用生物信息学工具(NetMHC4.0、IEDB和Vaxijen2.0)在SARS-CoV-2的4种结构蛋白中鉴定了特异性重叠抗原肽表位(OAPE),预测了宿主体内触发强劲的CD4和CD8 T细胞反应。我们推测,在设计Covid-19疫苗时,促炎细胞因子的早期释放起到保护作用,抗炎细胞因子的后期释放起到预防免疫病理的作用。因此,选择的免疫原性OAPE进行计算机工具(IL-6-Pred, IFNepitope和PIP-EL)分析其促炎反应。发现具有促炎性质的oape进一步受到预测服务器(IL-4-Pred, IL-10-Pred, Pre-AIP)的影响,以表征它们作为抗炎反应的诱导剂。我们最终筛选出了12种OAPE,它们对CD4和CD8 T细胞都有亲和力,并且是促炎和抗炎细胞因子的诱导剂。通过对接研究(pepATTRACT, Hex8.0和Discovery studio)确认OAPE与各自的T细胞特异性MHC等位基因的结合亲和力,发现它们比研究中包括的3个阴性对照肽(ncp)具有更大的免疫原性潜力。此外,我们构建了包含12个oape的ctxb佐剂多表位疫苗,该疫苗无毒,无过敏性,能够诱导促炎和抗炎细胞因子。通过硅克隆和toll样受体-2 (toll like receptor-2, TLR-2)对接模型亚单位疫苗结构的成功,证实了我们的多表位疫苗可以通过细胞因子的平衡相互作用帮助建立稳态免疫平衡。使用C-ImmSim服务器对疫苗进行的计算机免疫模拟研究也显示出更高的T细胞百分比以及促炎和一些抗炎细胞因子的产生。对未感染个体、患者和康复个体外周血单个核细胞(PBMCs)的预测研究进行实验验证,将有助于生产高优先级有效的SARS -CoV-2候选疫苗。补充资料:在线版本提供补充资料,网址为10.1007/s40203-021-00098-7。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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