Epitopedia: identifying molecular mimicry between pathogens and known immune epitopes

Christian A Balbin , Janelle Nunez-Castilla , Vitalii Stebliankin , Prabin Baral , Masrur Sobhan , Trevor Cickovski , Ananda Mohan Mondal , Giri Narasimhan , Prem Chapagain , Kalai Mathee , Jessica Siltberg-Liberles
{"title":"Epitopedia: identifying molecular mimicry between pathogens and known immune epitopes","authors":"Christian A Balbin ,&nbsp;Janelle Nunez-Castilla ,&nbsp;Vitalii Stebliankin ,&nbsp;Prabin Baral ,&nbsp;Masrur Sobhan ,&nbsp;Trevor Cickovski ,&nbsp;Ananda Mohan Mondal ,&nbsp;Giri Narasimhan ,&nbsp;Prem Chapagain ,&nbsp;Kalai Mathee ,&nbsp;Jessica Siltberg-Liberles","doi":"10.1016/j.immuno.2023.100023","DOIUrl":null,"url":null,"abstract":"<div><p>Upon infection, foreign antigenic proteins stimulate the host's immune system to produce antibodies targeting the pathogen. These antibodies bind to regions on the antigen called epitopes. Structural similarity (molecular mimicry) of epitopes between an infecting pathogen and host proteins or other pathogenic proteins the host has previously encountered can impact the host immune response to the pathogen and may lead to cross-reactive antibodies. The ability to identify potential regions of molecular mimicry in a pathogen can illuminate immune effects which are especially important to pathogen treatment and vaccine design. Here we present Epitopedia, a software pipeline that facilitates the identification of regions that may exhibit potential three-dimensional molecular mimicry between an antigenic pathogen protein and known immune epitopes as catalogued by the Immune Epitope Database (IEDB). Epitopedia is open-source software released under the MIT license and is freely available on GitHub, including a Docker container with all other software dependencies preinstalled. We performed an analysis describing how various secondary structure states, identity between pentapeptide pairs, and identity between the parent sequences of pentapeptide pairs affects RMSD. We found that pentapeptides pairs in a helical conformation had considerably lower RMSD values than those in extended or coil conformations. We also found that RMSD is significantly increased when pentapeptide pairs are from non-homologous sequences.</p></div>","PeriodicalId":73343,"journal":{"name":"Immunoinformatics (Amsterdam, Netherlands)","volume":"9 ","pages":"Article 100023"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Immunoinformatics (Amsterdam, Netherlands)","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2667119023000034","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Upon infection, foreign antigenic proteins stimulate the host's immune system to produce antibodies targeting the pathogen. These antibodies bind to regions on the antigen called epitopes. Structural similarity (molecular mimicry) of epitopes between an infecting pathogen and host proteins or other pathogenic proteins the host has previously encountered can impact the host immune response to the pathogen and may lead to cross-reactive antibodies. The ability to identify potential regions of molecular mimicry in a pathogen can illuminate immune effects which are especially important to pathogen treatment and vaccine design. Here we present Epitopedia, a software pipeline that facilitates the identification of regions that may exhibit potential three-dimensional molecular mimicry between an antigenic pathogen protein and known immune epitopes as catalogued by the Immune Epitope Database (IEDB). Epitopedia is open-source software released under the MIT license and is freely available on GitHub, including a Docker container with all other software dependencies preinstalled. We performed an analysis describing how various secondary structure states, identity between pentapeptide pairs, and identity between the parent sequences of pentapeptide pairs affects RMSD. We found that pentapeptides pairs in a helical conformation had considerably lower RMSD values than those in extended or coil conformations. We also found that RMSD is significantly increased when pentapeptide pairs are from non-homologous sequences.

Abstract Image

表位:鉴定病原体和已知免疫表位之间的分子相似性
感染后,外来抗原蛋白刺激宿主免疫系统产生针对病原体的抗体。这些抗体结合到抗原上被称为表位的区域。感染病原体与宿主蛋白或宿主先前遇到的其他致病性蛋白之间的表位结构相似性(分子模仿)可以影响宿主对病原体的免疫反应,并可能导致交叉反应性抗体。识别病原体中潜在的分子模仿区域的能力可以阐明对病原体治疗和疫苗设计特别重要的免疫效应。在这里,我们介绍了Epitopedia,这是一个软件管道,有助于识别抗原病原体蛋白和免疫表位数据库(IEDB)编目的已知免疫表位之间可能表现出潜在的三维分子模仿的区域。Epitopedia是MIT许可下发布的开源软件,在GitHub上免费提供,包括一个预先安装了所有其他软件依赖的Docker容器。我们分析了不同的二级结构状态、五肽对之间的同一性以及五肽对亲本序列之间的同一性对RMSD的影响。我们发现,螺旋构象中的五肽对的RMSD值明显低于延伸构象或螺旋构象中的RMSD值。我们还发现,当五肽对来自非同源序列时,RMSD显著增加。
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 求助全文
来源期刊
Immunoinformatics (Amsterdam, Netherlands)
Immunoinformatics (Amsterdam, Netherlands) Immunology, Computer Science Applications
自引率
0.00%
发文量
0
审稿时长
60 days
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信