{"title":"基于结构的炭疽芽孢杆菌触发因子和肽基脯氨酸顺/反式异构酶B (PpiB)小分子抑制剂的鉴定:探索新的炭疽治疗干预措施","authors":"Roopshali Rakshit , Aayush Bahl , Gargi Gautam , Saurabh Pandey , Deeksha Tripathi","doi":"10.1016/j.jmgm.2025.109185","DOIUrl":null,"url":null,"abstract":"<div><div>Anthrax, caused by <em>Bacillus anthracis</em>, remains a critical zoonotic threat, with treatment efficacy increasingly compromised by advanced infection progression and rising antibiotic resistance. This study leverages integrative computational strategies to identify and characterize novel therapeutic targets among previously uncharacterized molecular chaperones-Trigger Factor (BASTig) and peptidyl-prolyl <em>cis-trans</em> isomerase B (BASPpiB)-from <em>B. anthracis</em> Sterne. Structural elucidation using homology modelling and AlphaFold revealed distinctive architectures for BASTig (425 residues) and BASPpiB (145 residues). High-throughput virtual screening of diverse chemical libraries pinpointed compounds 51002 and 50423 as promising inhibitors, with strong binding affinities of −52.58 and −66.4 kcal/mol, respectively. ADME profiling confirmed favourable drug-like properties, and molecular dynamics simulations demonstrated stable protein–ligand interactions. Quantum mechanical calculations further supported the electronic complementarity and thermodynamic stability of these complexes. Electrostatic surface potential (ESP) analysis revealed that compound 51002 features predominantly positive charge distributions, favouring interactions with acidic residues in BASTig, while compound 50423 displays heterogeneous electrostatic regions, enabling adaptive binding to BASPpiB's dynamic pocket. Toxicity predictions indicated acceptable safety profiles for both leads. Immunogenicity assessment showed differential antigenic potential (BASPpiB: 100 %, BASTig: 66 %). Epitope mapping with ABCpred identified multiple high-scoring, spatially distributed B-cell epitopes in both proteins, with substantial concordance between predictive algorithms. These results highlight the therapeutic promise of targeting molecular chaperones in <em>B. anthracis</em> and provide a foundation for both small-molecule drug discovery and rational immunogen design, addressing urgent needs in anthrax intervention and antimicrobial resistance.</div></div>","PeriodicalId":16361,"journal":{"name":"Journal of molecular graphics & modelling","volume":"142 ","pages":"Article 109185"},"PeriodicalIF":3.0000,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Structure-based identification of small molecule inhibitors targeting trigger factor and peptidyl prolyl cis/trans isomerase B (PpiB) of Bacillus anthracis Sterne: Towards new therapeutic interventions against anthrax\",\"authors\":\"Roopshali Rakshit , Aayush Bahl , Gargi Gautam , Saurabh Pandey , Deeksha Tripathi\",\"doi\":\"10.1016/j.jmgm.2025.109185\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Anthrax, caused by <em>Bacillus anthracis</em>, remains a critical zoonotic threat, with treatment efficacy increasingly compromised by advanced infection progression and rising antibiotic resistance. This study leverages integrative computational strategies to identify and characterize novel therapeutic targets among previously uncharacterized molecular chaperones-Trigger Factor (BASTig) and peptidyl-prolyl <em>cis-trans</em> isomerase B (BASPpiB)-from <em>B. anthracis</em> Sterne. Structural elucidation using homology modelling and AlphaFold revealed distinctive architectures for BASTig (425 residues) and BASPpiB (145 residues). High-throughput virtual screening of diverse chemical libraries pinpointed compounds 51002 and 50423 as promising inhibitors, with strong binding affinities of −52.58 and −66.4 kcal/mol, respectively. ADME profiling confirmed favourable drug-like properties, and molecular dynamics simulations demonstrated stable protein–ligand interactions. Quantum mechanical calculations further supported the electronic complementarity and thermodynamic stability of these complexes. Electrostatic surface potential (ESP) analysis revealed that compound 51002 features predominantly positive charge distributions, favouring interactions with acidic residues in BASTig, while compound 50423 displays heterogeneous electrostatic regions, enabling adaptive binding to BASPpiB's dynamic pocket. Toxicity predictions indicated acceptable safety profiles for both leads. Immunogenicity assessment showed differential antigenic potential (BASPpiB: 100 %, BASTig: 66 %). Epitope mapping with ABCpred identified multiple high-scoring, spatially distributed B-cell epitopes in both proteins, with substantial concordance between predictive algorithms. These results highlight the therapeutic promise of targeting molecular chaperones in <em>B. anthracis</em> and provide a foundation for both small-molecule drug discovery and rational immunogen design, addressing urgent needs in anthrax intervention and antimicrobial resistance.</div></div>\",\"PeriodicalId\":16361,\"journal\":{\"name\":\"Journal of molecular graphics & modelling\",\"volume\":\"142 \",\"pages\":\"Article 109185\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2025-10-03\",\"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/S1093326325002451\",\"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/S1093326325002451","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}
Structure-based identification of small molecule inhibitors targeting trigger factor and peptidyl prolyl cis/trans isomerase B (PpiB) of Bacillus anthracis Sterne: Towards new therapeutic interventions against anthrax
Anthrax, caused by Bacillus anthracis, remains a critical zoonotic threat, with treatment efficacy increasingly compromised by advanced infection progression and rising antibiotic resistance. This study leverages integrative computational strategies to identify and characterize novel therapeutic targets among previously uncharacterized molecular chaperones-Trigger Factor (BASTig) and peptidyl-prolyl cis-trans isomerase B (BASPpiB)-from B. anthracis Sterne. Structural elucidation using homology modelling and AlphaFold revealed distinctive architectures for BASTig (425 residues) and BASPpiB (145 residues). High-throughput virtual screening of diverse chemical libraries pinpointed compounds 51002 and 50423 as promising inhibitors, with strong binding affinities of −52.58 and −66.4 kcal/mol, respectively. ADME profiling confirmed favourable drug-like properties, and molecular dynamics simulations demonstrated stable protein–ligand interactions. Quantum mechanical calculations further supported the electronic complementarity and thermodynamic stability of these complexes. Electrostatic surface potential (ESP) analysis revealed that compound 51002 features predominantly positive charge distributions, favouring interactions with acidic residues in BASTig, while compound 50423 displays heterogeneous electrostatic regions, enabling adaptive binding to BASPpiB's dynamic pocket. Toxicity predictions indicated acceptable safety profiles for both leads. Immunogenicity assessment showed differential antigenic potential (BASPpiB: 100 %, BASTig: 66 %). Epitope mapping with ABCpred identified multiple high-scoring, spatially distributed B-cell epitopes in both proteins, with substantial concordance between predictive algorithms. These results highlight the therapeutic promise of targeting molecular chaperones in B. anthracis and provide a foundation for both small-molecule drug discovery and rational immunogen design, addressing urgent needs in anthrax intervention and antimicrobial resistance.
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.