Hasan Ahmad, Ibrahim Muhammad, Alonazi Wadi B, Shen Jian
Institute of Biotechnology, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, PR China.
Health Administration Department, College of Business Administration, King Saud University, Riyadh, Saudi Arabia.
Comput Biol Chem. 2024 Dec;113:108266. doi: 10.1016/j.compbiolchem.2024.108266. Epub 2024 Oct 24.
Bloodstream infections pose a significant public health challenge caused by resistant bacteria such as Variovorax durovernensis, a recently reported Gram-negative bacterium, worsening the burden on healthcare systems. The design of a vaccine using chimeric peptides derived from a representative V. durovernensis strain holds significant promise for preventing disease onset. The current study aimed to employ reverse vaccinology (RV) approaches such as the retrieval of V. durovernensis proteomics data, removal of redundant proteins by CD-HIT, filtering of non-homologous proteins to humans and essential proteins, identification of outer membrane (OM) proteins by CELLO and PSORTb. Following these steps immunoinformatic approaches were applied, such as epitope prediction by IEDB, vaccine design using linkers and adjuvant and analysis of antigenicity, allergenicity, safety and stability. Among the 4208 nonredundant proteins, an OmpA family protein (A0A940EKP4) was designated a potential candidate for the development of a multiepitope vaccine construct. Upon analysis of OM protein, six immunodominant (B cell) epitopes were found on the basis of the chimeric construct following the prediction of CTL stands cytotoxic T lymphocyte and HTL stands helper T lymphocyte epitopes. To ensure comprehensive population coverage globally, the CTL and HTL coverage rates were 58.18 % and 46.56 %, respectively, and 77.23 % overall. By utilizing EAAAK, GPGPG, and AAY linkers, Cholera toxin B subunit adjuvants, and appropriate epitopes were smoothly incorporated into a chimeric vaccine effectively triggering both adaptive and innate immune responses. For example, the administered antigen showed a peak in counts on the fifthday post injection and then gradually declined until the fifteenth day. Elevated levels of several antibodies (IgG + IgM > 700,000; IgM > 600,000; IgG1 + IgG2; IgG1 > 500,000) were observed as decreased in the antigen concentration. Molecular dynamics simulations carried out via iMODS revealed strong correlations between residue pairs, highlighting the stability of the docked complex. The designed vaccine has promising potential in eliciting specific immunogenic responses, thereby facilitating future research for vaccine development against V. durovernensis.
血流感染是由诸如杜罗韦尔纳变栖菌(Variovorax durovernensis)等耐药细菌引起的重大公共卫生挑战,杜罗韦尔纳变栖菌是一种最近报道的革兰氏阴性细菌,加重了医疗系统的负担。使用源自代表性杜罗韦尔纳变栖菌菌株的嵌合肽设计疫苗在预防疾病发作方面具有重大前景。当前研究旨在采用反向疫苗学(RV)方法,如检索杜罗韦尔纳变栖菌蛋白质组学数据、通过CD-HIT去除冗余蛋白质、筛选与人类非同源的蛋白质和必需蛋白质、通过CELLO和PSORTb鉴定外膜(OM)蛋白质。在这些步骤之后,应用了免疫信息学方法,如通过IEDB进行表位预测、使用接头和佐剂进行疫苗设计以及分析抗原性、致敏性、安全性和稳定性。在4208种非冗余蛋白质中,一种OmpA家族蛋白质(A0A940EKP4)被指定为开发多表位疫苗构建体的潜在候选物。在分析OM蛋白质时,在预测细胞毒性T淋巴细胞(CTL)和辅助性T淋巴细胞(HTL)表位后,基于嵌合构建体发现了六个免疫显性(B细胞)表位。为确保在全球范围内全面覆盖人群,CTL和HTL的覆盖率分别为58.18%和46.56%,总体覆盖率为77.23%。通过使用EAAAK、GPGPG和AAY接头、霍乱毒素B亚基佐剂,合适的表位被顺利整合到嵌合疫苗中,有效触发适应性和先天性免疫反应。例如,所施用的抗原在注射后第五天计数达到峰值,然后逐渐下降直至第十五天。随着抗原浓度降低,观察到几种抗体水平升高(IgG + IgM > 700,000;IgM > 600,000;IgG1 + IgG2;IgG1 > 500,000)。通过iMODS进行的分子动力学模拟揭示了残基对之间的强相关性,突出了对接复合物的稳定性。所设计的疫苗在引发特异性免疫原性反应方面具有广阔前景,从而有助于未来针对杜罗韦尔纳变栖菌开发疫苗的研究。