Alkhair Adam Khalil Mohamed, Tamekloe Woasiedem, Philip Collins Appiah-Ofori, Esraa Mohammed Abdulmahmoud Adam, Samuel Asiamah Obiri, Lawrence Sheringham Borquaye, Christian K Adokoh, Ghazi Elamin, Isaac Asiamah
{"title":"从临床试验的草药提取物中提取的植物化学物质作为布鲁里溃疡潜在的二氢叶酸还原酶抑制剂的硅研究。","authors":"Alkhair Adam Khalil Mohamed, Tamekloe Woasiedem, Philip Collins Appiah-Ofori, Esraa Mohammed Abdulmahmoud Adam, Samuel Asiamah Obiri, Lawrence Sheringham Borquaye, Christian K Adokoh, Ghazi Elamin, Isaac Asiamah","doi":"10.1155/bmri/4196295","DOIUrl":null,"url":null,"abstract":"<p><p>Buruli ulcer (BU), a neglected tropical disease caused by <i>Mycobacterium ulcerans</i>, requires more effective and accessible treatments. Clinical trials have shown the efficacy of herbal formulations containing <i>Nicotiana tabacum</i>, <i>Mangifera indica</i>, <i>Carica papaya</i>, and <i>Solanum rugosum</i>, although the active phytochemicals remain unstudied. In the present study, we employed an <i>in silico</i> approach to identify the active phytochemicals from these plants that could inhibit <i>M. ulcerans</i> dihydrofolate reductase (<i>Mu</i>DHFR), a crucial enzyme for mycobacterial survival. A library of 172 phytochemicals was screened using molecular docking, followed by 300-ns molecular dynamics (MD) simulations using AMBER for the top hits and standard drugs (methotrexate and trimethoprim). Binding free energies were calculated using the molecular mechanics/generalized born surface area (MM/GBSA) method. The extended MD simulations and post hoc MM/GBSA analysis revealed that kaempferol-3-O-rutinoside (<i>Δ</i> <i>G</i> <sub>bind</sub> -51.62 kcal/mol) and neochlorogenic acid (<i>Δ</i>G<sub>bind</sub> -49.44 kcal/mol) exhibited the strongest and most stable binding to <i>Mu</i>DHFR. The binding energies were more favorable than both methotrexate (<i>Δ</i> <i>G</i> <sub>bind</sub> -44.18 kcal/mol) and trimethoprim (<i>Δ</i> <i>G</i> <sub>bind</sub> -41.01 kcal/mol) used as positive controls. Stability analyses (RMSD and RMSF) and principal component analysis (PCA) confirmed that these compounds form stable complexes and induce specific conformational states in the enzyme. Favorable ADMET profiles, particularly the lack of predicted skin sensitization, support their potential for topical use. This study identifies kaempferol-3-O-rutinoside and neochlorogenic acid as the most promising lead candidates for developing novel BU therapies, warranting their prioritization for experimental validation.</p>","PeriodicalId":9007,"journal":{"name":"BioMed Research International","volume":"2025 ","pages":"4196295"},"PeriodicalIF":2.3000,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12407312/pdf/","citationCount":"0","resultStr":"{\"title\":\"In Silico Investigation of Phytochemicals From Clinically Tested Herbal Extracts as Potential Dihydrofolate Reductase Inhibitors for Buruli Ulcer.\",\"authors\":\"Alkhair Adam Khalil Mohamed, Tamekloe Woasiedem, Philip Collins Appiah-Ofori, Esraa Mohammed Abdulmahmoud Adam, Samuel Asiamah Obiri, Lawrence Sheringham Borquaye, Christian K Adokoh, Ghazi Elamin, Isaac Asiamah\",\"doi\":\"10.1155/bmri/4196295\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Buruli ulcer (BU), a neglected tropical disease caused by <i>Mycobacterium ulcerans</i>, requires more effective and accessible treatments. Clinical trials have shown the efficacy of herbal formulations containing <i>Nicotiana tabacum</i>, <i>Mangifera indica</i>, <i>Carica papaya</i>, and <i>Solanum rugosum</i>, although the active phytochemicals remain unstudied. In the present study, we employed an <i>in silico</i> approach to identify the active phytochemicals from these plants that could inhibit <i>M. ulcerans</i> dihydrofolate reductase (<i>Mu</i>DHFR), a crucial enzyme for mycobacterial survival. A library of 172 phytochemicals was screened using molecular docking, followed by 300-ns molecular dynamics (MD) simulations using AMBER for the top hits and standard drugs (methotrexate and trimethoprim). Binding free energies were calculated using the molecular mechanics/generalized born surface area (MM/GBSA) method. The extended MD simulations and post hoc MM/GBSA analysis revealed that kaempferol-3-O-rutinoside (<i>Δ</i> <i>G</i> <sub>bind</sub> -51.62 kcal/mol) and neochlorogenic acid (<i>Δ</i>G<sub>bind</sub> -49.44 kcal/mol) exhibited the strongest and most stable binding to <i>Mu</i>DHFR. The binding energies were more favorable than both methotrexate (<i>Δ</i> <i>G</i> <sub>bind</sub> -44.18 kcal/mol) and trimethoprim (<i>Δ</i> <i>G</i> <sub>bind</sub> -41.01 kcal/mol) used as positive controls. Stability analyses (RMSD and RMSF) and principal component analysis (PCA) confirmed that these compounds form stable complexes and induce specific conformational states in the enzyme. Favorable ADMET profiles, particularly the lack of predicted skin sensitization, support their potential for topical use. This study identifies kaempferol-3-O-rutinoside and neochlorogenic acid as the most promising lead candidates for developing novel BU therapies, warranting their prioritization for experimental validation.</p>\",\"PeriodicalId\":9007,\"journal\":{\"name\":\"BioMed Research International\",\"volume\":\"2025 \",\"pages\":\"4196295\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2025-09-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12407312/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BioMed Research International\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1155/bmri/4196295\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q3\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BioMed Research International","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1155/bmri/4196295","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
布鲁里溃疡是由溃疡分枝杆菌引起的一种被忽视的热带病,需要更有效和更容易获得的治疗。临床试验显示了含有烟草、芒果、木瓜和龙葵的草药配方的功效,尽管活性植物化学物质仍未被研究。在本研究中,我们采用计算机方法从这些植物中鉴定出能够抑制溃疡分枝杆菌二氢叶酸还原酶(MuDHFR)的活性植物化学物质,该酶是分枝杆菌存活的关键酶。利用分子对接技术筛选了172种植物化学物质,然后利用AMBER进行了300-ns分子动力学(MD)模拟,对最受欢迎的植物化学物质和标准药物(甲氨蝶呤和甲氧苄啶)进行了模拟。结合自由能采用分子力学/广义出生表面积(MM/GBSA)法计算。扩展的MD模拟和事后MM/GBSA分析表明,山奈酚-3- o -芦丁苷(ΔG结合-51.62 kcal/mol)和新绿原酸(ΔGbind -49.44 kcal/mol)与MuDHFR的结合最强且最稳定。其结合能优于阳性对照甲氨蝶呤(Δ G结合-44.18 kcal/mol)和甲氧苄啶(Δ G结合-41.01 kcal/mol)。稳定性分析(RMSD和RMSF)和主成分分析(PCA)证实了这些化合物在酶中形成稳定的配合物并诱导特定的构象状态。良好的ADMET特性,特别是缺乏预测的皮肤致敏性,支持其局部使用的潜力。本研究确定山奈酚-3- o -芦丁苷和新绿原酸是开发新型布鲁里溃疡治疗方法最有希望的先导候选药物,保证其优先进行实验验证。
In Silico Investigation of Phytochemicals From Clinically Tested Herbal Extracts as Potential Dihydrofolate Reductase Inhibitors for Buruli Ulcer.
Buruli ulcer (BU), a neglected tropical disease caused by Mycobacterium ulcerans, requires more effective and accessible treatments. Clinical trials have shown the efficacy of herbal formulations containing Nicotiana tabacum, Mangifera indica, Carica papaya, and Solanum rugosum, although the active phytochemicals remain unstudied. In the present study, we employed an in silico approach to identify the active phytochemicals from these plants that could inhibit M. ulcerans dihydrofolate reductase (MuDHFR), a crucial enzyme for mycobacterial survival. A library of 172 phytochemicals was screened using molecular docking, followed by 300-ns molecular dynamics (MD) simulations using AMBER for the top hits and standard drugs (methotrexate and trimethoprim). Binding free energies were calculated using the molecular mechanics/generalized born surface area (MM/GBSA) method. The extended MD simulations and post hoc MM/GBSA analysis revealed that kaempferol-3-O-rutinoside (ΔGbind -51.62 kcal/mol) and neochlorogenic acid (ΔGbind -49.44 kcal/mol) exhibited the strongest and most stable binding to MuDHFR. The binding energies were more favorable than both methotrexate (ΔGbind -44.18 kcal/mol) and trimethoprim (ΔGbind -41.01 kcal/mol) used as positive controls. Stability analyses (RMSD and RMSF) and principal component analysis (PCA) confirmed that these compounds form stable complexes and induce specific conformational states in the enzyme. Favorable ADMET profiles, particularly the lack of predicted skin sensitization, support their potential for topical use. This study identifies kaempferol-3-O-rutinoside and neochlorogenic acid as the most promising lead candidates for developing novel BU therapies, warranting their prioritization for experimental validation.
期刊介绍:
BioMed Research International is a peer-reviewed, Open Access journal that publishes original research articles, review articles, and clinical studies covering a wide range of subjects in life sciences and medicine. The journal is divided into 55 subject areas.