Mario González-Cruz , Abraham Reyes-Gastellou , Juan Arturo Castelán-Vega , Gloria Paulina Monterrubio-López , Alicia Jiménez-Alberto , Gerardo Aparicio-Ozores , Rosa María Ribas-Aparicio
{"title":"针对ESKAPE病原体的广谱疫苗的计算机开发","authors":"Mario González-Cruz , Abraham Reyes-Gastellou , Juan Arturo Castelán-Vega , Gloria Paulina Monterrubio-López , Alicia Jiménez-Alberto , Gerardo Aparicio-Ozores , Rosa María Ribas-Aparicio","doi":"10.1016/j.jmgm.2025.109120","DOIUrl":null,"url":null,"abstract":"<div><div>Antimicrobial-resistant ESKAPE pathogens (<em>Enterococcus faecium</em>, <em>Staphylococcus aureus</em>, <em>Klebsiella pneumoniae</em>, <em>Acinetobacter baumannii</em>, <em>Pseudomonas aeruginosa</em>, and <em>Enterobacter cloacae</em>) have significantly restricted therapeutic alternatives for critical infections, consequently contributing to increase the severity and mortality of infectious illnesses that represent a significant global health challenge. Vaccination as a preventive measure can be crucial in substantially reducing bacterial infections and is potentially effective against antibiotic-resistant bacteria. This study shows the design of an epitope-based vaccine capable of neutralizing shared antigenic determinants present among the ESKAPE pathogens. The pangenome of the ESKAPE pathogens was analyzed to extract the core proteome. This approach facilitated reverse vaccinology analysis to identify antigenic proteins within this bacterial group. The study revealed similar structures in porins OmpA, OprD, and TolC, as well as the collagen-binding adhesins Acm and Cna. These proteins were then utilized to predict T-cell and B-cell epitopes, selecting those with their best physicochemical properties, antigenicity, non-allergenicity, and lack of toxicity. Additionally, epitopes located on the surface of the antigens and capable of coupling with HLA molecules were prioritized. In this computational approach, we engineered a construct incorporating the adjuvant RS09, a TLR4 agonist, and immunogenic epitopes connected by linkers. We assessed the stability of their interaction with pattern recognition receptors of the immune system through molecular docking and molecular dynamics simulations. The <em>in silico</em> immune simulation demonstrated that the vaccine could trigger humoral and cell-mediated immune responses. The resulting construct potentially represents an effective and safe vaccine candidate to prevent infections caused by the ESKAPE group.</div></div>","PeriodicalId":16361,"journal":{"name":"Journal of molecular graphics & modelling","volume":"140 ","pages":"Article 109120"},"PeriodicalIF":3.0000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"In silico development of a broad-spectrum vaccine against ESKAPE pathogens\",\"authors\":\"Mario González-Cruz , Abraham Reyes-Gastellou , Juan Arturo Castelán-Vega , Gloria Paulina Monterrubio-López , Alicia Jiménez-Alberto , Gerardo Aparicio-Ozores , Rosa María Ribas-Aparicio\",\"doi\":\"10.1016/j.jmgm.2025.109120\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Antimicrobial-resistant ESKAPE pathogens (<em>Enterococcus faecium</em>, <em>Staphylococcus aureus</em>, <em>Klebsiella pneumoniae</em>, <em>Acinetobacter baumannii</em>, <em>Pseudomonas aeruginosa</em>, and <em>Enterobacter cloacae</em>) have significantly restricted therapeutic alternatives for critical infections, consequently contributing to increase the severity and mortality of infectious illnesses that represent a significant global health challenge. Vaccination as a preventive measure can be crucial in substantially reducing bacterial infections and is potentially effective against antibiotic-resistant bacteria. This study shows the design of an epitope-based vaccine capable of neutralizing shared antigenic determinants present among the ESKAPE pathogens. The pangenome of the ESKAPE pathogens was analyzed to extract the core proteome. This approach facilitated reverse vaccinology analysis to identify antigenic proteins within this bacterial group. The study revealed similar structures in porins OmpA, OprD, and TolC, as well as the collagen-binding adhesins Acm and Cna. These proteins were then utilized to predict T-cell and B-cell epitopes, selecting those with their best physicochemical properties, antigenicity, non-allergenicity, and lack of toxicity. Additionally, epitopes located on the surface of the antigens and capable of coupling with HLA molecules were prioritized. In this computational approach, we engineered a construct incorporating the adjuvant RS09, a TLR4 agonist, and immunogenic epitopes connected by linkers. We assessed the stability of their interaction with pattern recognition receptors of the immune system through molecular docking and molecular dynamics simulations. The <em>in silico</em> immune simulation demonstrated that the vaccine could trigger humoral and cell-mediated immune responses. The resulting construct potentially represents an effective and safe vaccine candidate to prevent infections caused by the ESKAPE group.</div></div>\",\"PeriodicalId\":16361,\"journal\":{\"name\":\"Journal of molecular graphics & modelling\",\"volume\":\"140 \",\"pages\":\"Article 109120\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of molecular graphics & modelling\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1093326325001809\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMICAL RESEARCH METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of molecular graphics & modelling","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1093326325001809","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
In silico development of a broad-spectrum vaccine against ESKAPE pathogens
Antimicrobial-resistant ESKAPE pathogens (Enterococcus faecium, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter cloacae) have significantly restricted therapeutic alternatives for critical infections, consequently contributing to increase the severity and mortality of infectious illnesses that represent a significant global health challenge. Vaccination as a preventive measure can be crucial in substantially reducing bacterial infections and is potentially effective against antibiotic-resistant bacteria. This study shows the design of an epitope-based vaccine capable of neutralizing shared antigenic determinants present among the ESKAPE pathogens. The pangenome of the ESKAPE pathogens was analyzed to extract the core proteome. This approach facilitated reverse vaccinology analysis to identify antigenic proteins within this bacterial group. The study revealed similar structures in porins OmpA, OprD, and TolC, as well as the collagen-binding adhesins Acm and Cna. These proteins were then utilized to predict T-cell and B-cell epitopes, selecting those with their best physicochemical properties, antigenicity, non-allergenicity, and lack of toxicity. Additionally, epitopes located on the surface of the antigens and capable of coupling with HLA molecules were prioritized. In this computational approach, we engineered a construct incorporating the adjuvant RS09, a TLR4 agonist, and immunogenic epitopes connected by linkers. We assessed the stability of their interaction with pattern recognition receptors of the immune system through molecular docking and molecular dynamics simulations. The in silico immune simulation demonstrated that the vaccine could trigger humoral and cell-mediated immune responses. The resulting construct potentially represents an effective and safe vaccine candidate to prevent infections caused by the ESKAPE group.
期刊介绍:
The Journal of Molecular Graphics and Modelling is devoted to the publication of papers on the uses of computers in theoretical investigations of molecular structure, function, interaction, and design. The scope of the journal includes all aspects of molecular modeling and computational chemistry, including, for instance, the study of molecular shape and properties, molecular simulations, protein and polymer engineering, drug design, materials design, structure-activity and structure-property relationships, database mining, and compound library design.
As a primary research journal, JMGM seeks to bring new knowledge to the attention of our readers. As such, submissions to the journal need to not only report results, but must draw conclusions and explore implications of the work presented. Authors are strongly encouraged to bear this in mind when preparing manuscripts. Routine applications of standard modelling approaches, providing only very limited new scientific insight, will not meet our criteria for publication. Reproducibility of reported calculations is an important issue. Wherever possible, we urge authors to enhance their papers with Supplementary Data, for example, in QSAR studies machine-readable versions of molecular datasets or in the development of new force-field parameters versions of the topology and force field parameter files. Routine applications of existing methods that do not lead to genuinely new insight will not be considered.