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比较蛋白质组学分析以注释来自铜绿假单胞菌保守结构域的假设蛋白质作为新型疫苗候选物的结构关联。

Comparative proteomic analysis to annotate the structural association of the hypothetical proteins from the conserved domain of P. aeruginosa as novel vaccine candidates.

作者信息

Tenginakai Prajval, Bhor Samiksha, Waasia Fathimathuz Zehra, Sharma Sameer, Dinesh Susha

机构信息

Department of Bioinformatics, BioNome, Bengaluru, Karnataka, 560043, India.

出版信息

Biotechnol Lett. 2024 Dec 19;47(1):13. doi: 10.1007/s10529-024-03546-4.

Abstract

OBJECTIVES

Pseudomonas aeruginosa, identified as an ESKAPE pathogen, contributes to severe clinical diseases worldwide and despite its prevalence an effective vaccine or treatment remains elusive. Numerous computational methods are being employed to target hypothetical proteins (HPs). Presently, no studies have predicted multi-epitope vaccines for these HPs.

RESULTS

Totally, 877 HPs from P. aeruginosa were included in the study and the data showcased here illustrate a methodical approach to prioritize the proteome by employing diverse comparative proteomics. The study employed physicochemical property assessment and conserved domain analysis to identify stable and immunologically pertinent proteins for epitope prediction. The VaxiJen2.0 antigenicity assessment aided in epitope selection, contributing to the foundational steps in vaccine development by predicting T-cell and B-cell epitopes. Potential T and B cell epitopes with high antigenicity, non-toxic categorization, and robust binding affinities were identified in the investigation. The periplasmic HP WP_132813935.1 was predicted as conserved, stable, and soluble. The T-cell peptide RTSMRALAY and the B-cell peptide MPVYLYLM were predicted to be probable non-allergen and demonstrated strong binding with MHC class I allele HLA-C*03:03.

CONCLUSIONS

This research provides a comprehensive approach to predict T and B cell epitopes for conditions associated with P. aeruginosa, offering a candidate pool for tailored vaccine development. However, the efficacy of these epitopes in vaccine development necessitates clinical validation and testing for confirmation.

摘要

目的

铜绿假单胞菌被认定为一种ESKAPE病原体,在全球范围内导致严重的临床疾病,尽管其普遍存在,但有效的疫苗或治疗方法仍然难以捉摸。众多计算方法正被用于针对假设蛋白(HPs)。目前,尚无针对这些HPs预测多表位疫苗的研究。

结果

本研究共纳入了来自铜绿假单胞菌的877个HPs,此处展示的数据说明了一种通过采用多种比较蛋白质组学对蛋白质组进行优先排序的系统方法。该研究采用物理化学性质评估和保守结构域分析来鉴定用于表位预测的稳定且与免疫相关的蛋白质。VaxiJen2.0抗原性评估有助于表位选择,通过预测T细胞和B细胞表位为疫苗开发奠定基础。在研究中鉴定出了具有高抗原性、无毒分类和强大结合亲和力的潜在T细胞和B细胞表位。周质HP WP_132813935.1被预测为保守、稳定且可溶。T细胞肽RTSMRALAY和B细胞肽MPVYLYLM被预测可能为非过敏原,并与MHC I类等位基因HLA-C*03:03表现出强烈结合。

结论

本研究提供了一种全面的方法来预测与铜绿假单胞菌相关病症的T细胞和B细胞表位,为定制疫苗开发提供了一个候选库。然而,这些表位在疫苗开发中的功效需要临床验证和测试来确认。

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