An immunoinformatics approach for design and validation of multi-subunit vaccine against Plasmodium falciparum from essential hypothetical proteins.

Q3 Immunology and Microbiology Journal of Parasitic Diseases Pub Date : 2024-09-01 Epub Date: 2024-06-23 DOI:10.1007/s12639-024-01696-w
Prajna Ritaparna, Muskan Ray, Ajit Kumar Dhal, Rajani Kanta Mahapatra
{"title":"An immunoinformatics approach for design and validation of multi-subunit vaccine against <i>Plasmodium falciparum</i> from essential hypothetical proteins.","authors":"Prajna Ritaparna, Muskan Ray, Ajit Kumar Dhal, Rajani Kanta Mahapatra","doi":"10.1007/s12639-024-01696-w","DOIUrl":null,"url":null,"abstract":"<p><p>Malaria, caused by <i>Plasmodium falciparum</i>, remains a pressing global health concern. Advancements in combating this parasite involve the development of a protein vaccine. This study employs immunoinformatics to identify potential vaccine candidates within the repertoire of 218 <i>P</i>. <i>falciparum</i> exported essential proteins identified through saturaturation mutagenesis study. Our screening approach narrows down to 65 <i>Plasmodium</i>-exported proteins with uncharacterized functions while exhibiting non-mutability in CDS (coding sequences). The transmembrane helix, antigenicity, allergenicity of the shortlisted proteins was assessed through diverse prediction algorithm, culminating in the identification of five promising vaccination contenders, based on probability scores. We discerned B-cell, helper T-lymphocyte, and cytotoxic T-lymphocyte epitopes. Two proteins with the most favorable epitope were harnessed to construct a multi-subunit vaccine, through judicious linker integration. Employing the I-TASSER software, three-dimensional models of the constituent proteins was obtained and was validated using diverse tools like ProSA, VERIFY3D, and ERRAT. The modelled proteins underwent Molecular Dynamics (MD) simulation in a solvent environment to evaluate the stability of the multi-subunit vaccine. Furthermore, we conducted molecular docking through the ClusPro web server to elucidate potential interactions with Toll-like receptors (TLR2 and TLR4). Docking scores revealed a pronounced affinity of the multi-subunit vaccine for TLR2. Significantly, 100 ns MD simulation of the protein-receptor complex unveiled a persistent hydrogen bond linkage between the ARG63 residue of the sub-unit vaccine and the GLU32 residue of the TLR2 receptor. These findings collectively advocate the potential efficacy of the first multi-subunit vaccine from the potential hypothetical proteins of <i>P. falciparum</i>.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s12639-024-01696-w.</p>","PeriodicalId":16664,"journal":{"name":"Journal of Parasitic Diseases","volume":"48 3","pages":"593-609"},"PeriodicalIF":0.0000,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11319695/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Parasitic Diseases","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s12639-024-01696-w","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/6/23 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"Immunology and Microbiology","Score":null,"Total":0}
引用次数: 0

Abstract

Malaria, caused by Plasmodium falciparum, remains a pressing global health concern. Advancements in combating this parasite involve the development of a protein vaccine. This study employs immunoinformatics to identify potential vaccine candidates within the repertoire of 218 P. falciparum exported essential proteins identified through saturaturation mutagenesis study. Our screening approach narrows down to 65 Plasmodium-exported proteins with uncharacterized functions while exhibiting non-mutability in CDS (coding sequences). The transmembrane helix, antigenicity, allergenicity of the shortlisted proteins was assessed through diverse prediction algorithm, culminating in the identification of five promising vaccination contenders, based on probability scores. We discerned B-cell, helper T-lymphocyte, and cytotoxic T-lymphocyte epitopes. Two proteins with the most favorable epitope were harnessed to construct a multi-subunit vaccine, through judicious linker integration. Employing the I-TASSER software, three-dimensional models of the constituent proteins was obtained and was validated using diverse tools like ProSA, VERIFY3D, and ERRAT. The modelled proteins underwent Molecular Dynamics (MD) simulation in a solvent environment to evaluate the stability of the multi-subunit vaccine. Furthermore, we conducted molecular docking through the ClusPro web server to elucidate potential interactions with Toll-like receptors (TLR2 and TLR4). Docking scores revealed a pronounced affinity of the multi-subunit vaccine for TLR2. Significantly, 100 ns MD simulation of the protein-receptor complex unveiled a persistent hydrogen bond linkage between the ARG63 residue of the sub-unit vaccine and the GLU32 residue of the TLR2 receptor. These findings collectively advocate the potential efficacy of the first multi-subunit vaccine from the potential hypothetical proteins of P. falciparum.

Supplementary information: The online version contains supplementary material available at 10.1007/s12639-024-01696-w.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用免疫信息学方法从基本假设蛋白中设计和验证恶性疟原虫多亚基疫苗。
由恶性疟原虫引起的疟疾仍然是一个紧迫的全球健康问题。抗击这种寄生虫的进展涉及蛋白质疫苗的开发。本研究采用免疫信息学方法,在通过饱和突变研究确定的 218 种恶性疟原虫输出的基本蛋白中找出潜在的候选疫苗。我们的筛选方法将范围缩小到 65 个疟原虫输出蛋白,这些蛋白的功能尚未定性,但在 CDS(编码序列)中表现出非突变性。我们通过不同的预测算法评估了入围蛋白质的跨膜螺旋、抗原性和过敏性,最终根据概率分数确定了五种有希望的疫苗竞争者。我们发现了 B 细胞、辅助 T 淋巴细胞和细胞毒性 T 淋巴细胞表位。通过明智的连接体整合,我们利用两种具有最有利表位的蛋白质构建了多亚基疫苗。利用 I-TASSER 软件,获得了组成蛋白质的三维模型,并使用 ProSA、VERIFY3D 和 ERRAT 等多种工具进行了验证。建模后的蛋白质在溶剂环境中进行了分子动力学(MD)模拟,以评估多亚基疫苗的稳定性。此外,我们还通过 ClusPro 网络服务器进行了分子对接,以阐明与 Toll 样受体(TLR2 和 TLR4)的潜在相互作用。对接得分显示多亚基疫苗与 TLR2 有明显的亲和力。值得注意的是,对蛋白质-受体复合物进行的 100 ns MD 模拟揭示了亚单位疫苗的 ARG63 残基与 TLR2 受体的 GLU32 残基之间的持久氢键联系。这些发现共同证明了恶性疟原虫潜在假定蛋白制成的首个多亚基疫苗的潜在功效:在线版本包含补充材料,可查阅 10.1007/s12639-024-01696-w。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Journal of Parasitic Diseases
Journal of Parasitic Diseases Immunology and Microbiology-Parasitology
CiteScore
2.60
自引率
0.00%
发文量
86
期刊介绍: The primary constituency of the Journal of Parasitic Diseases is parasitology. It publishes original research papers (pure, applied and clinical), which contribute significantly to any area of parasitology. Research papers on various aspects of cellular and molecular parasitology are welcome.
期刊最新文献
Schistosoma mansoni infection and hepatocellular carcinoma: a comorbidity study. A checklist of the monogenean parasites (Platyhelminthes) of fishes of northeast India. An overview of fasciolosis in Nepal: epidemiology, diagnosis, and control strategies. Anthelmintic activity of crude and separated extract of Aloe vera (Xanthorrhoeaceae) against bovine adults parasites of Onchocerca ochengi and infected larvae of drug resistant strains of the free-living nematode Caenorhabditis elegans. Antimalarial efficacy of Duttaphrynus melanostictus skin extract via inhibition of Plasmodium falciparum Na+/H+ ATPase.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1