Izhari Mohammad Asrar, Alharthi Siraj B, Alharbi Raed A, Almontasheri Ahmad H A, Alghamdi Wael A, Sindi Abdulmajeed Abdulghani A, Salem Ahmad Abdulmajed, Mahzari Ali, Alghamdi Fahad, Gosady Ahmed R A
Department of Laboratory Medicine, Faculty of Applied Medical Sciences, Al-Baha University, Al Aqiq 65779, Saudi Arabia.
Molecular Genetics Unit, Alhada Armed Forces Hospital, Taif 26792, Saudi Arabia.
Biomedicines. 2025 Jun 11;13(6):1439. doi: 10.3390/biomedicines13061439.
: hMPXV poses a major public health risk due to its human-to-human transmissibility, severe complications, especially in immunocompromised individuals, and global spread, necessitating effective surveillance and stringent prophylactic measures to mitigate its colossal impact. : The study aimed to annotate hMPXV(IMV) proteins to propose a potential reverse vaccinology-based vaccine against hMPXV. : The target MPXV(IMV) protein's sequences, formatted in FASTA, were sourced from genome/proteome databases (BV-BRC and UniProt) (accessed on 6 November 2024), followed by CD-Hit-based redundancy removal. Epitope prediction for B-cells (lymphocytes), cytotoxic T-cells or cytotoxic T-lymphocytes (CTLs), and helper T-cells (HTLs) was executed using ABCpred, IEDB's ANNs 4.0, and an artificial neural network-based alignment tool (NN-align 2.3)/ML-based tool (NetMHCII 2.3). Various immunoinformatics filters (antigenicity, toxicity, and allergenicity) were applied to substantiate the potency and safety of the formulated vaccine candidate. The constructed vaccine's physiochemical and structural features (secondary and tertiary), with structural stability (confirmed by molecular docking followed by dynamic simulation with TLRs (TLR4 & TLR2) and MHCs), were determined. Additionally, cloning (using pET-28a(+) vector) was conducted to verify the vaccine's expression potential and translation efficiency. The construct's population coverage was also ascertained. : The MPXV-2-Beta vaccine constructs, of the six initially designed constructs, was identified as the most promising candidate, signifying nonallergenic profile and nontoxic features, with a predicted antigenicity score (PAS) = 0.7202, 407 residues, a molecular weight of 43,102.1 Da, pI of 9.2, and favorable stability parameters (AI: 65.65, GRAVY: -0.597, I-i: 25.92). It showed high solubility (score: 0.942). The ProSA Z-score of -9.38 confirmed the structural stability, reliability, and precision of the MPXV-2-Beta 3D model, which is comparable to experimental structures. Furthermore, 98.8% of all the residues nested within favored or allowed regions in a critical Ramachandran plot signified the model's exceptional structural integrity and quality. Docking and dynamic simulation of MPXV-2-Beta with TLRs (TLR4 & TLR2) and MHCs demonstrated stiffer docking stability (strong polar and nonpolar interaction) and negative eigenvalue value (during dynamic simulation), suggesting its ability to enhance immune receptor activation under physiological conditions. MPXV-2-Beta was predicted to trigger a robust immune response (IR) with comprehensive world population coverage (98.55%, SD = 10.41). : Based on the evaluated parameters, the MPXV-2-Beta designed in this study exhibited significant potential as an effective candidate against hMPXV. This study establishes a foundation for developing an efficient vaccine against hMPXV, requiring further experimental and clinical validation to confirm computational findings.
猴痘病毒(hMPXV)因其人际传播性、严重并发症(尤其是在免疫功能低下个体中)以及全球传播,构成了重大的公共卫生风险,因此需要有效的监测和严格的预防措施来减轻其巨大影响。该研究旨在注释猴痘病毒(IMV)蛋白,以提出一种基于反向疫苗学的潜在抗猴痘病毒疫苗。目标猴痘病毒(IMV)蛋白序列以FASTA格式从基因组/蛋白质组数据库(BV - BRC和UniProt)(于2024年11月6日访问)获取,随后基于CD - Hit去除冗余。使用ABCpred、IEDB的人工神经网络4.0以及基于人工神经网络的比对工具(NN - align 2.3)/基于机器学习的工具(NetMHCII 2.3)对B细胞(淋巴细胞)、细胞毒性T细胞或细胞毒性T淋巴细胞(CTLs)以及辅助性T细胞(HTLs)进行表位预测。应用各种免疫信息学过滤器(抗原性、毒性和致敏性)来证实所制备疫苗候选物的效力和安全性。确定了构建疫苗的物理化学和结构特征(二级和三级)以及结构稳定性(通过分子对接以及随后与Toll样受体(TLR4和TLR2)和主要组织相容性复合体(MHCs)的动态模拟来确认)。此外,进行克隆(使用pET - 28a(+)载体)以验证疫苗的表达潜力和翻译效率。还确定了构建体的群体覆盖率。在最初设计的六个构建体中,猴痘病毒 - 2 - Beta疫苗构建体被确定为最有前景的候选物,表明其无致敏性和无毒特征,预测抗原性评分(PAS)= 0.7202,407个残基,分子量为43,102.1 Da,pI为9.2,以及良好的稳定性参数(AI:65.65,GRAVY: - 0.597,I - i:25.92)。它显示出高溶解度(评分:0.942)。 - 9.38的ProSA Z评分证实了猴痘病毒 - 2 - Beta三维模型的结构稳定性、可靠性和精确性,这与实验结构相当。此外,在关键的拉氏图中,98.8%的所有残基位于有利或允许区域内,表明该模型具有出色的结构完整性和质量。猴痘病毒 - 2 - Beta与TLRs(TLR4和TLR2)和MHCs的对接和动态模拟显示出更强的对接稳定性(强极性和非极性相互作用)以及负特征值(在动态模拟期间),表明其在生理条件下增强免疫受体激活的能力。猴痘病毒 - 2 - Beta预计会引发强大的免疫反应(IR),对全球人口的覆盖率达到98.55%(标准差 = 10.41)。基于评估的参数,本研究中设计的猴痘病毒 - 2 - Beta作为抗猴痘病毒的有效候选物具有显著潜力。本研究为开发抗猴痘病毒的有效疫苗奠定了基础,需要进一步的实验和临床验证来证实计算结果。