Tehreem Zia, Kanwal Khan, Saltanat Aghayeva, Reaz Uddin
{"title":"打破耐药性:脆弱拟杆菌药物靶向的硅减法和比较基因组学方法。","authors":"Tehreem Zia, Kanwal Khan, Saltanat Aghayeva, Reaz Uddin","doi":"10.1007/s10529-024-03537-5","DOIUrl":null,"url":null,"abstract":"<p><p>The purpose of this study was to identify potential novel drug targets for Bacteroides fragilis infections using bioinformatics techniques, such as subtractive and comparative genomics. Bacteroides fragilis is a frequently isolated anaerobic pathogen, particularly in the human digestive tract, where its pathogenesis and persistence are influenced by various virulence factors. By understanding these factors, the study aims to explore alternative therapeutic strategies and provide insights for the development of treatments against B. fragilis infections, particularly as alternatives to antibiotic therapy. A comparative subtractive genomic analysis was performed against the B. fragilis (strain CL07T12C05) to identify unique drug targets. The analysis includes the identification of non-paralogous, non-homologous, essential, and drug target like proteins. Moreover, a comprehensive structural analysis of the protein was conducted utilizing structure modeling and validation techniques, along with network topology analysis. Furthermore, a library comprising approximately 9000 FDA-approved compounds accessible in the DrugBank database was employed to conduct virtual screenings for compounds effective against the designated drug target. The top shortlisted compounds were further studied by employing MD simulations using GROMACS. This approach was chosen due to the established safety, efficacy, pharmacokinetics, and toxicity profiles of these compounds. As a result, B. fragilis (strain CL07T12C05) was found to possess 4595 proteins. Among these, 3518 were identified as non-homologous, 1508 deemed essential for bacterial viability, 348 exhibited drug-like properties, 203 were implicated in virulence, and 135 displayed antibiotic resistance. Following an extensive literature review, the protein Sialic acid O-acetyltransferase was chosen through a hierarchical shortlisting process as a potential therapeutic target. The ongoing research facilitated the repurposing of drug compounds: DB12411, DB02112, DB03591, and DB00192, as cost-effective medications against B. fragilis related infections. MD simulations analysis showed that DB12411 may be a potential drug candidate against Sialic acid O-acetyltransferase from B. fragilis. Through subtractive and comparative genomic analysis, Sialic acid O-acetyltransferase was identified as a promising drug target against Bacteroides fragilis. The findings indicate that compounds targeting this protein could potentially be effective in treating B. fragilis infections. However, further experimental validation is required to conclusively confirm their efficacy.</p>","PeriodicalId":8929,"journal":{"name":"Biotechnology Letters","volume":" ","pages":"1249-1268"},"PeriodicalIF":2.0000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Breaking resistance: in silico subtractive and comparative genomics approaches for drug targeting in Bacteroides fragilis.\",\"authors\":\"Tehreem Zia, Kanwal Khan, Saltanat Aghayeva, Reaz Uddin\",\"doi\":\"10.1007/s10529-024-03537-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The purpose of this study was to identify potential novel drug targets for Bacteroides fragilis infections using bioinformatics techniques, such as subtractive and comparative genomics. Bacteroides fragilis is a frequently isolated anaerobic pathogen, particularly in the human digestive tract, where its pathogenesis and persistence are influenced by various virulence factors. By understanding these factors, the study aims to explore alternative therapeutic strategies and provide insights for the development of treatments against B. fragilis infections, particularly as alternatives to antibiotic therapy. A comparative subtractive genomic analysis was performed against the B. fragilis (strain CL07T12C05) to identify unique drug targets. The analysis includes the identification of non-paralogous, non-homologous, essential, and drug target like proteins. Moreover, a comprehensive structural analysis of the protein was conducted utilizing structure modeling and validation techniques, along with network topology analysis. Furthermore, a library comprising approximately 9000 FDA-approved compounds accessible in the DrugBank database was employed to conduct virtual screenings for compounds effective against the designated drug target. The top shortlisted compounds were further studied by employing MD simulations using GROMACS. This approach was chosen due to the established safety, efficacy, pharmacokinetics, and toxicity profiles of these compounds. As a result, B. fragilis (strain CL07T12C05) was found to possess 4595 proteins. Among these, 3518 were identified as non-homologous, 1508 deemed essential for bacterial viability, 348 exhibited drug-like properties, 203 were implicated in virulence, and 135 displayed antibiotic resistance. Following an extensive literature review, the protein Sialic acid O-acetyltransferase was chosen through a hierarchical shortlisting process as a potential therapeutic target. The ongoing research facilitated the repurposing of drug compounds: DB12411, DB02112, DB03591, and DB00192, as cost-effective medications against B. fragilis related infections. MD simulations analysis showed that DB12411 may be a potential drug candidate against Sialic acid O-acetyltransferase from B. fragilis. Through subtractive and comparative genomic analysis, Sialic acid O-acetyltransferase was identified as a promising drug target against Bacteroides fragilis. The findings indicate that compounds targeting this protein could potentially be effective in treating B. fragilis infections. 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Breaking resistance: in silico subtractive and comparative genomics approaches for drug targeting in Bacteroides fragilis.
The purpose of this study was to identify potential novel drug targets for Bacteroides fragilis infections using bioinformatics techniques, such as subtractive and comparative genomics. Bacteroides fragilis is a frequently isolated anaerobic pathogen, particularly in the human digestive tract, where its pathogenesis and persistence are influenced by various virulence factors. By understanding these factors, the study aims to explore alternative therapeutic strategies and provide insights for the development of treatments against B. fragilis infections, particularly as alternatives to antibiotic therapy. A comparative subtractive genomic analysis was performed against the B. fragilis (strain CL07T12C05) to identify unique drug targets. The analysis includes the identification of non-paralogous, non-homologous, essential, and drug target like proteins. Moreover, a comprehensive structural analysis of the protein was conducted utilizing structure modeling and validation techniques, along with network topology analysis. Furthermore, a library comprising approximately 9000 FDA-approved compounds accessible in the DrugBank database was employed to conduct virtual screenings for compounds effective against the designated drug target. The top shortlisted compounds were further studied by employing MD simulations using GROMACS. This approach was chosen due to the established safety, efficacy, pharmacokinetics, and toxicity profiles of these compounds. As a result, B. fragilis (strain CL07T12C05) was found to possess 4595 proteins. Among these, 3518 were identified as non-homologous, 1508 deemed essential for bacterial viability, 348 exhibited drug-like properties, 203 were implicated in virulence, and 135 displayed antibiotic resistance. Following an extensive literature review, the protein Sialic acid O-acetyltransferase was chosen through a hierarchical shortlisting process as a potential therapeutic target. The ongoing research facilitated the repurposing of drug compounds: DB12411, DB02112, DB03591, and DB00192, as cost-effective medications against B. fragilis related infections. MD simulations analysis showed that DB12411 may be a potential drug candidate against Sialic acid O-acetyltransferase from B. fragilis. Through subtractive and comparative genomic analysis, Sialic acid O-acetyltransferase was identified as a promising drug target against Bacteroides fragilis. The findings indicate that compounds targeting this protein could potentially be effective in treating B. fragilis infections. However, further experimental validation is required to conclusively confirm their efficacy.
期刊介绍:
Biotechnology Letters is the world’s leading rapid-publication primary journal dedicated to biotechnology as a whole – that is to topics relating to actual or potential applications of biological reactions affected by microbial, plant or animal cells and biocatalysts derived from them.
All relevant aspects of molecular biology, genetics and cell biochemistry, of process and reactor design, of pre- and post-treatment steps, and of manufacturing or service operations are therefore included.
Contributions from industrial and academic laboratories are equally welcome. We also welcome contributions covering biotechnological aspects of regenerative medicine and biomaterials and also cancer biotechnology. Criteria for the acceptance of papers relate to our aim of publishing useful and informative results that will be of value to other workers in related fields.
The emphasis is very much on novelty and immediacy in order to justify rapid publication of authors’ results. It should be noted, however, that we do not normally publish papers (but this is not absolute) that deal with unidentified consortia of microorganisms (e.g. as in activated sludge) as these results may not be easily reproducible in other laboratories.
Papers describing the isolation and identification of microorganisms are not regarded as appropriate but such information can be appended as supporting information to a paper. Papers dealing with simple process development are usually considered to lack sufficient novelty or interest to warrant publication.