Edward Kevin B Bragais, Francisco M Heralde, Kim Claudette J Fernandez, Salvador Eugenio C Caoili, Leana Rich Herrera-Ong
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Selected epitopes were also docked to their major histocompatibility complex alleles.</p><p><strong>Results: </strong>Five secretory proteins critical to MTb pathogenesis and virulence were identified as antigenic (antigenicity score > 0.4). Predicted epitopes had IC<sub>50</sub> values ≤ 500 nM, indicating strong binding affinity, with an estimated 94% population coverage in SEA. All candidate epitopes were highly conserved (Shannon index ≤ 0.1) and showed no significant sequence similarity to human proteins, allergens, or toxic peptides. Docking analysis confirmed favorable binding to their corresponding HLA alleles, as indicated by low Gibbs free energy change (Δ<i>G</i>) values and dissociation constants (<i>K</i> <sub>D</sub> nM).</p><p><strong>Conclusions: </strong>Overall, this study identified immunoactive CTL and HTL epitopes that could serve as promising candidates for future antiTB vaccine development. Further <i>in vitro</i> and <i>in vivo</i> studies are required to validate these preliminary findings.</p>","PeriodicalId":94371,"journal":{"name":"Biotechnologia","volume":"106 1","pages":"63-76"},"PeriodicalIF":0.0000,"publicationDate":"2025-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12089928/pdf/","citationCount":"0","resultStr":"{\"title\":\"<i>In silico</i> screening and identification of CTL and HTL epitopes in the secreted virulence factors of Mycobacterium tuberculosis.\",\"authors\":\"Edward Kevin B Bragais, Francisco M Heralde, Kim Claudette J Fernandez, Salvador Eugenio C Caoili, Leana Rich Herrera-Ong\",\"doi\":\"10.5114/bta/201461\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong><i>Mycobacterium tuberculosis</i> (MTb) is a highly infectious pathogen and a global health threat due to its resilient cell wall and immune evasion strategies. Despite the availability of the antituberculosis Bacille Calmette-Guérin (BCG) vaccine, its efficacy varies (0%-80%) and gradually decreases over time. This study aimed to identify cytotoxic T-lymphocyte (CTL) and helper T-lymphocyte (HTL) epitopes in MTb secretory proteins using immunoinformatics tools.</p><p><strong>Materials and methods: </strong>The Protein Variability Server was used to identify highly conserved sequences, and epitope population coverage was estimated for the Southeast Asian (SEA) region. Selected epitopes were also docked to their major histocompatibility complex alleles.</p><p><strong>Results: </strong>Five secretory proteins critical to MTb pathogenesis and virulence were identified as antigenic (antigenicity score > 0.4). Predicted epitopes had IC<sub>50</sub> values ≤ 500 nM, indicating strong binding affinity, with an estimated 94% population coverage in SEA. All candidate epitopes were highly conserved (Shannon index ≤ 0.1) and showed no significant sequence similarity to human proteins, allergens, or toxic peptides. Docking analysis confirmed favorable binding to their corresponding HLA alleles, as indicated by low Gibbs free energy change (Δ<i>G</i>) values and dissociation constants (<i>K</i> <sub>D</sub> nM).</p><p><strong>Conclusions: </strong>Overall, this study identified immunoactive CTL and HTL epitopes that could serve as promising candidates for future antiTB vaccine development. Further <i>in vitro</i> and <i>in vivo</i> studies are required to validate these preliminary findings.</p>\",\"PeriodicalId\":94371,\"journal\":{\"name\":\"Biotechnologia\",\"volume\":\"106 1\",\"pages\":\"63-76\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-03-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12089928/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Biotechnologia\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5114/bta/201461\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biotechnologia","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5114/bta/201461","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
背景:结核分枝杆菌(MTb)是一种高度传染性病原体,由于其具有弹性细胞壁和免疫逃避策略而对全球健康构成威胁。尽管有抗结核卡介苗(BCG)疫苗,但其效力各不相同(0%-80%),并随着时间的推移逐渐降低。本研究旨在利用免疫信息学工具鉴定结核分枝杆菌分泌蛋白中的细胞毒性t淋巴细胞(CTL)和辅助t淋巴细胞(HTL)表位。材料和方法:使用蛋白质变异服务器(Protein Variability Server)鉴定高度保守的序列,并估计东南亚(SEA)地区的表位人口覆盖率。选择的表位也与它们的主要组织相容性复合体等位基因对接。结果:鉴定出5个对结核分枝杆菌发病和毒力至关重要的分泌蛋白具有抗原性(抗原性评分> .4)。预测表位的IC50值≤500 nM,表明具有较强的结合亲和力,估计在SEA中具有94%的人群覆盖率。所有候选表位均高度保守(Shannon指数≤0.1),与人类蛋白、过敏原或有毒肽序列无显著相似性。对接分析证实了它们与相应HLA等位基因的良好结合,吉布斯自由能变化(ΔG)值和解离常数(K D nM)较低。结论:总的来说,本研究确定了具有免疫活性的CTL和HTL表位,这些表位可能成为未来抗结核疫苗开发的有希望的候选者。需要进一步的体外和体内研究来验证这些初步发现。
In silico screening and identification of CTL and HTL epitopes in the secreted virulence factors of Mycobacterium tuberculosis.
Background: Mycobacterium tuberculosis (MTb) is a highly infectious pathogen and a global health threat due to its resilient cell wall and immune evasion strategies. Despite the availability of the antituberculosis Bacille Calmette-Guérin (BCG) vaccine, its efficacy varies (0%-80%) and gradually decreases over time. This study aimed to identify cytotoxic T-lymphocyte (CTL) and helper T-lymphocyte (HTL) epitopes in MTb secretory proteins using immunoinformatics tools.
Materials and methods: The Protein Variability Server was used to identify highly conserved sequences, and epitope population coverage was estimated for the Southeast Asian (SEA) region. Selected epitopes were also docked to their major histocompatibility complex alleles.
Results: Five secretory proteins critical to MTb pathogenesis and virulence were identified as antigenic (antigenicity score > 0.4). Predicted epitopes had IC50 values ≤ 500 nM, indicating strong binding affinity, with an estimated 94% population coverage in SEA. All candidate epitopes were highly conserved (Shannon index ≤ 0.1) and showed no significant sequence similarity to human proteins, allergens, or toxic peptides. Docking analysis confirmed favorable binding to their corresponding HLA alleles, as indicated by low Gibbs free energy change (ΔG) values and dissociation constants (KD nM).
Conclusions: Overall, this study identified immunoactive CTL and HTL epitopes that could serve as promising candidates for future antiTB vaccine development. Further in vitro and in vivo studies are required to validate these preliminary findings.