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通过比较蛋白质组学和反向疫苗学方法设计针对参与致命性肺炎感染的 mRNA 疫苗。

Designing an mRNA Vaccine against Involved in Fatal Pneumonia Infections via Comparative Proteomics and Reverse Vaccinology Approaches.

机构信息

Department of Biotechnology, Faculty of Science and Technology, University of Central Punjab, 54590 Lahore, Pakistan.

Department of Agriculture University of Ioannina, 47100 Arta, Greece.

出版信息

Front Biosci (Landmark Ed). 2024 Jul 3;29(7):246. doi: 10.31083/j.fbl2907246.

Abstract

BACKGROUND

is the most emerging life-threating health problem that causes acute and fatal pneumonia infection. It is rare and more contagious for patients with leukemia and immune-deficiency disorders. Until now there is no treatment available for this infection therefore, it is needed to develop any treatment against this pathogen.

METHODS

In this work, we used comparative proteomics, robust immune-informatics, and reverse vaccinology to create an mRNA vaccine against by targeting outer and transmembrane proteins. Using a comparative subtractive proteomic analysis of two proteomes, a distinct non-redundant (strain SE8) proteome was chosen. Seven transmembrane proteins were chosen from this proteome based on hydrophilicity, essentiality, virulence, antigenicity, pathway interaction, protein-protein network analysis, and allergenicity.

OBJECTIVE

The reverse vaccinology approach was used to predict the immunogenic and antigenic epitopes of major histocompatibility complex (MHC) I, II and B-cells from the selected proteins on the basis of their antigenicity, toxicity and allergenicity. These immunogenic epitopes were linked together to construct the mRNA-based vaccine. To enhance the immunogenicity, suitable adjuvant, linkers (GPGPG, KK, and CYY), and PRDRE sequences were used.

RESULTS

Through predictive modeling and confirmation via the Ramachandran plot, we assessed secondary and 3D structures. The adjuvant RpfE was incorporated to enhance the vaccine construct's immunogenicity (GRAVY index: -0.271, instability index: 39.53, antigenicity: 1.0428). The physiochemical profiling of vaccine construct was predicted it an antigenic, efficient, and potential vaccine. Notably, strong interactions were observed between the vaccine construct and TLR-3/TLR-4 (-1301.7 kcal/mol-1 and -1374.7 kcal/mol-1).

CONCLUSIONS

The results predicted that mRNA-based vaccines trigger a cellular and humoral immune response, making the vaccine potential candidate against and it is more suitable for analysis and validation to prove its effectiveness.

摘要

背景

是一种新兴的危及生命的健康问题,可导致急性和致命性肺炎感染。它在白血病和免疫缺陷患者中较为罕见且更具传染性。到目前为止,还没有针对这种感染的治疗方法,因此需要开发针对这种病原体的治疗方法。

方法

在这项工作中,我们使用比较蛋白质组学、强大的免疫信息学和反向疫苗学来针对 开发一种基于 mRNA 的疫苗,该疫苗针对外膜和跨膜蛋白。通过对两种 蛋白质组的比较消减蛋白质组学分析,选择了一个独特的非冗余 (菌株 SE8)蛋白质组。根据亲水性、必需性、毒力、抗原性、途径相互作用、蛋白质-蛋白质网络分析和变应原性,从该蛋白质组中选择了 7 个 跨膜蛋白。根据抗原性、毒性和变应原性,使用反向疫苗学方法预测了从选定蛋白质中主要组织相容性复合体 (MHC) I、II 和 B 细胞的免疫原性和抗原表位。这些免疫原性表位被连接在一起,构建基于 mRNA 的疫苗。为了增强免疫原性,使用了合适的佐剂、接头(GPGPG、KK 和 CYY)和 PRDRE 序列。

结果

通过预测建模和 Ramachandran 图的确认,我们评估了二级和 3D 结构。加入佐剂 RpfE 以增强疫苗构建体的免疫原性(GRAVY 指数:-0.271,不稳定性指数:39.53,抗原性:1.0428)。预测疫苗构建体的物理化学特征表明它是一种具有抗原性、高效和有潜力的疫苗。值得注意的是,疫苗构建体与 TLR-3/TLR-4 之间观察到强烈的相互作用(-1301.7 kcal/mol-1 和-1374.7 kcal/mol-1)。

结论

研究结果预测,基于 mRNA 的疫苗可引发细胞和体液免疫反应,使该疫苗成为针对 的潜在候选疫苗,更适合进行 分析和验证以证明其有效性。

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