Department of Statistics, Faculty of Sciences, Islamic University, Kushtia, 7003, Bangladesh.
Department of Biotechnology and Genetic Engineering, Faculty of Biological Sciences, Islamic University, Kushtia, 7003, Bangladesh.
Microb Pathog. 2021 Jan;150:104705. doi: 10.1016/j.micpath.2020.104705. Epub 2020 Dec 28.
Hantaviruses are an emerging zoonotic group of rodent-borne viruses that are having serious implications on global public health due to the increase in outbreaks. Since there is no permanent cure, there is increasing interest in developing a vaccine against the hantavirus. This research aimed to design a robust cross-protective subunit vaccine using a novel immunoinformatics approach. After careful evaluation, the best predicted cytotoxic & helper T-cell and B-cell epitopes from nucleocapsid proteins, glycoproteins, RdRp proteins, and non-structural proteins were considered as potential vaccine candidates. Among the four generated vaccine models with different adjuvant, the model with toll-like receptor-4 (TLR-4) agonist adjuvant was selected because of its high antigenicity, non-allergenicity, and structural quality. The selected model was 654 amino acids long and had a molecular weight of 70.5 kDa, which characterizes the construct as a good antigenic vaccine candidate. The prediction of the conformational B-lymphocyte (CBL) epitope secured its ability to induce the humoral response. Thereafter, disulfide engineering improved vaccine stability. Afterwards, the molecular docking confirmed a good binding affinity of -1292 kj/mol with considered immune receptor TLR-4 and the dynamics simulation showed high stability of the vaccine-receptor complex. Later, the in silico cloning confirmed the better expression of the constructed vaccine protein in E. coli K12. Finally, in in silico immune simulation, significantly high levels of immunoglobulin M (IgM), immunoglobulin G1 (IgG1), cytotoxic & helper T lymphocyte (CTL & HTL) populations, and numerous cytokines such as interferon-γ (IFN-γ), interleukin-2 (IL-2) etc. were found as coherence with actual immune response and also showed faster antigen clearance for repeated exposures. Nonetheless, experimental validation can demonstrate the safety and cross-protective ability of the proposed vaccine to fight against hantavirus infection.
汉坦病毒是一组新兴的人畜共患啮齿动物传播病毒,由于疫情的增加,对全球公共卫生造成了严重影响。由于目前尚无永久性治愈方法,因此人们越来越关注开发针对汉坦病毒的疫苗。本研究旨在使用新型免疫信息学方法设计一种强大的交叉保护亚单位疫苗。经过仔细评估,来自核衣壳蛋白、糖蛋白、RdRp 蛋白和非结构蛋白的最佳预测细胞毒性和辅助 T 细胞及 B 细胞表位被认为是潜在的疫苗候选物。在具有不同佐剂的四种生成疫苗模型中,选择了具有 toll 样受体-4 (TLR-4) 激动剂佐剂的模型,因为它具有高抗原性、非变应原性和结构质量。选择的模型长 654 个氨基酸,分子量为 70.5 kDa,这表明该构建体是一种良好的抗原性疫苗候选物。构象 B 淋巴细胞 (CBL) 表位的预测确保了其诱导体液反应的能力。随后,二硫键工程提高了疫苗的稳定性。之后,分子对接证实了与考虑的免疫受体 TLR-4 的良好结合亲和力为-1292 kj/mol,动力学模拟显示疫苗-受体复合物具有很高的稳定性。随后,在计算机模拟克隆中证实了构建疫苗蛋白在大肠杆菌 K12 中的更好表达。最后,在计算机模拟免疫模拟中,发现免疫球蛋白 M (IgM)、免疫球蛋白 G1 (IgG1)、细胞毒性和辅助 T 淋巴细胞 (CTL 和 HTL) 群体以及干扰素-γ (IFN-γ)、白细胞介素-2 (IL-2) 等大量细胞因子的水平显著升高,与实际免疫反应一致,并且还显示出在重复暴露时更快的抗原清除。尽管如此,实验验证可以证明所提出的疫苗的安全性和交叉保护能力,以对抗汉坦病毒感染。