利用减法基因组学鉴定抗百日咳博德泰拉的新药物靶点和新的免疫原性候选物:一项计算机研究。

IF 2.8 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Frontiers in bioinformatics Pub Date : 2025-05-13 eCollection Date: 2025-01-01 DOI:10.3389/fbinf.2025.1570054
Mahshid Khazani Asforooshani, Narjes Noori Goodarzi, Behzad Shahbazi, Nayereh Rezaie Rahimi, Kimia Mahdavian, Mahdi Rohani, Farzad Badmasti
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引用次数: 0

摘要

背景:百日咳的病原体百日咳博德泰拉,尽管疫苗广泛可用,但仍然是一个重大的全球卫生问题。百日咳的持续复发是由细菌的持续基因组进化、流行病学模式的变化以及当前疫苗策略的局限性所驱动的。这些挑战突出了迫切需要确定新的药物靶点和免疫原性候选物,以加强对百日咳的治疗和预防措施。方法:鉴定新的药物靶点和检测潜在候选疫苗的免疫原性因子。评估细胞质蛋白与人类蛋白质组、代谢途径和肠道微生物群的相似性。另一方面,使用反向疫苗学方法评估表面暴露蛋白作为免疫原性靶标。以三种自身转运蛋白的免疫原性线性b细胞表位和SphB2的β结构域作为MEV的支架,设计了多表位疫苗(MEV)。通过分子对接、免疫模拟结果和分子动力学模拟来评估嵌合mev与免疫受体的结合亲和力和相互作用的可行性。结果:6个蛋白被鉴定为极好的潜在药物靶点,包括延伸因子P (WP_003810194.1)、天冬氨酸激酶(WP_010930633.1)、50S核糖体蛋白L21 (WP_003807462.1)、同型丝氨酸脱氢酶(WP_003813074.1)、羧去精胺脱羧酶(WP_003814461.1)和PTS糖转运蛋白亚基IIA (WP_010929966.1)。另一方面,反向疫苗学鉴定出9种免疫原性蛋白,包括BapA (WP_010930805.1)、BrkA (WP_010931506.1)、SphB2 (WP_041166323.1)、TcfA (WP_010930243.1)、FliK (WP_041166144.1)、fbrial蛋白(WP_010930199.1)、TolA (WP_010931418.1)、dd - metalloendeptidase (WP_003811022.1)和I78家族肽酶抑制剂蛋白(WP_003812179.1)。基于sphb2的MEV是利用自转运体胞外环的6个线性b细胞表位设计的。通过分子动力学计算证实了MEV与TLR2、TLR4和HLA-DR-B相互作用的结合亲和力和可行性。结论:参与翻译和代谢的蛋白可以被认为是新的药物靶点。此外,本研究强调了自体转运蛋白是有希望的免疫靶点。毫无疑问,将来应该进行实验工作来证实这些结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploiting subtractive genomics to identify novel drug targets and new immunogenic candidates against Bordetella pertussis: an in silico study.

Background: Bordetella pertussis, the causative agent of whooping cough, remains a significant global health concern despite the widespread availability of vaccines. The persistent reemergence of pertussis is driven by the bacterium's ongoing genomic evolution, shifting epidemiological patterns, and limitations in current vaccine strategies. These challenges highlight the urgent need to identify novel drug targets and immunogenic candidates to enhance therapeutic and preventive measures against B. pertussis.

Methods: Identification of novel drug targets and the detection of immunogenic factors as potential vaccine candidates were performed. Cytoplasmic proteins were evaluated for their similarity to the human proteome, metabolic pathways, and gut microbiota. On the other hand, surface-exposed proteins were evaluated as immunogenic targets using a reverse vaccinology approach. A multi-epitope vaccine (MEV) was designed based on the immunogenic linear B-cell epitopes of three autotransporters and the beta domain of SphB2 as a scaffold for MEV. Molecular docking, immune simulation results, and molecular dynamics simulations were performed to evaluate the binding affinity and feasibility of interaction between chimeric MEVs and immune receptors.

Results: Six proteins were identified as excellent potential drug targets, including elongation factor P (WP_003810194.1), Aspartate kinase (WP_010930633.1), 50S ribosomal protein L21 (WP_003807462.1), Homoserine dehydrogenase (WP_003813074.1), Carboxynorspermidine decarboxylase (WP_003814461.1), and PTS sugar transporter subunit IIA (WP_010929966.1). On the other hand, reverse vaccinology identified nine immunogenic proteins, including BapA (WP_010930805.1), BrkA (WP_010931506.1), SphB2 (WP_041166323.1), TcfA (WP_010930243.1), FliK (WP_041166144.1), Fimbrial protein (WP_010930199.1), TolA (WP_010931418.1), DD-metalloendopeptidase (WP_003811022.1), and an I78 family peptidase inhibitor protein (WP_003812179.1). SphB2-based MEV was designed using six linear B-cell epitopes of the extracellular loops of the autotransporters. The binding affinity and feasibility of the interaction between MEV and TLR2, TLR4, and HLA-DR-B were computationally confirmed by molecular dynamics.

Conclusion: It appears that proteins involved in translation and metabolism can be considered novel drug targets. Furthermore, this study highlights autotransporter proteins as promising immune targets. There is no doubt that experimental work should be conducted to confirm the results in the future.

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