Yao Yao, Wen-Wei Pang, An-Zheng Hu, Hai-Yan Chen, Zhong-Quan Qi
{"title":"利用药效学建模、分子对接分析和分子动力学模拟探索新的潜在 Pkcθ 抑制剂","authors":"Yao Yao, Wen-Wei Pang, An-Zheng Hu, Hai-Yan Chen, Zhong-Quan Qi","doi":"10.2174/0115701808306828240808095807","DOIUrl":null,"url":null,"abstract":"Background: It has been reported that PKCθ plays an important role in the immune response by regulating the cellular activity of T cells and, thus, the production of immune factors such as IL-2.PKCθ protein is mainly expressed in T lymphocytes but not much in other cells and has a very good specificity. Therefore, it is very meaningful to use PKCθ protein as a novel target for immunosuppression. PKCθ is a valuable target that can be used to develop meaningful novel selective immunosuppressive agents. Methods: In this study, we constructed a 3-characteristic pharmacophore(RHA)and used it to perform a virtual screening of the database. Then, we performed a molecular docking analysis of the compounds that scored high. The top five compounds with molecular docking scores were used as lead compounds, and structure-based ligand design via fragment substitution was applied to them, resulting in 20077 new compounds. We performed molecular docking analysis, binding free energy calculations, molecular dynamics simulation, and ADMET prediction on these new compounds and finally identified two compounds as new PKCθ inhibitors. Results and Discussions: Through the screening of pharmacophore, molecular design based on fragment substitution, molecular docking, we finally obtained two small molecules with higher scores than the positive control, in which the molecular docking score of P01 was -53.88 kcal/mol, and the molecular docking score of P02 was -51.20 kcal/mol, and then we performed the molecular dynamics simulation, free energy of binding calculations, and the prediction of ADMET properties for the compounds. The results showed that the ligands could form more stable complexes with the proteins, the binding free energy calculations of the ligand molecules were better than the positive control, all of them had good ADMET properties, and the compounds all had good drug similarity. Conclusion: Our results provided 2 new ligands that could serve as lead compounds for new PKCθ inhibitors in the future.","PeriodicalId":18059,"journal":{"name":"Letters in Drug Design & Discovery","volume":null,"pages":null},"PeriodicalIF":1.2000,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring New Potential Pkcθ Inhibitors Using Pharmacophore Modeling, Molecular Docking Analysis, and Molecular Dynamics Simulations\",\"authors\":\"Yao Yao, Wen-Wei Pang, An-Zheng Hu, Hai-Yan Chen, Zhong-Quan Qi\",\"doi\":\"10.2174/0115701808306828240808095807\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Background: It has been reported that PKCθ plays an important role in the immune response by regulating the cellular activity of T cells and, thus, the production of immune factors such as IL-2.PKCθ protein is mainly expressed in T lymphocytes but not much in other cells and has a very good specificity. Therefore, it is very meaningful to use PKCθ protein as a novel target for immunosuppression. PKCθ is a valuable target that can be used to develop meaningful novel selective immunosuppressive agents. Methods: In this study, we constructed a 3-characteristic pharmacophore(RHA)and used it to perform a virtual screening of the database. Then, we performed a molecular docking analysis of the compounds that scored high. The top five compounds with molecular docking scores were used as lead compounds, and structure-based ligand design via fragment substitution was applied to them, resulting in 20077 new compounds. We performed molecular docking analysis, binding free energy calculations, molecular dynamics simulation, and ADMET prediction on these new compounds and finally identified two compounds as new PKCθ inhibitors. Results and Discussions: Through the screening of pharmacophore, molecular design based on fragment substitution, molecular docking, we finally obtained two small molecules with higher scores than the positive control, in which the molecular docking score of P01 was -53.88 kcal/mol, and the molecular docking score of P02 was -51.20 kcal/mol, and then we performed the molecular dynamics simulation, free energy of binding calculations, and the prediction of ADMET properties for the compounds. The results showed that the ligands could form more stable complexes with the proteins, the binding free energy calculations of the ligand molecules were better than the positive control, all of them had good ADMET properties, and the compounds all had good drug similarity. Conclusion: Our results provided 2 new ligands that could serve as lead compounds for new PKCθ inhibitors in the future.\",\"PeriodicalId\":18059,\"journal\":{\"name\":\"Letters in Drug Design & Discovery\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.2000,\"publicationDate\":\"2024-08-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Letters in Drug Design & Discovery\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.2174/0115701808306828240808095807\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"CHEMISTRY, MEDICINAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Letters in Drug Design & Discovery","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2174/0115701808306828240808095807","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"CHEMISTRY, MEDICINAL","Score":null,"Total":0}
Exploring New Potential Pkcθ Inhibitors Using Pharmacophore Modeling, Molecular Docking Analysis, and Molecular Dynamics Simulations
Background: It has been reported that PKCθ plays an important role in the immune response by regulating the cellular activity of T cells and, thus, the production of immune factors such as IL-2.PKCθ protein is mainly expressed in T lymphocytes but not much in other cells and has a very good specificity. Therefore, it is very meaningful to use PKCθ protein as a novel target for immunosuppression. PKCθ is a valuable target that can be used to develop meaningful novel selective immunosuppressive agents. Methods: In this study, we constructed a 3-characteristic pharmacophore(RHA)and used it to perform a virtual screening of the database. Then, we performed a molecular docking analysis of the compounds that scored high. The top five compounds with molecular docking scores were used as lead compounds, and structure-based ligand design via fragment substitution was applied to them, resulting in 20077 new compounds. We performed molecular docking analysis, binding free energy calculations, molecular dynamics simulation, and ADMET prediction on these new compounds and finally identified two compounds as new PKCθ inhibitors. Results and Discussions: Through the screening of pharmacophore, molecular design based on fragment substitution, molecular docking, we finally obtained two small molecules with higher scores than the positive control, in which the molecular docking score of P01 was -53.88 kcal/mol, and the molecular docking score of P02 was -51.20 kcal/mol, and then we performed the molecular dynamics simulation, free energy of binding calculations, and the prediction of ADMET properties for the compounds. The results showed that the ligands could form more stable complexes with the proteins, the binding free energy calculations of the ligand molecules were better than the positive control, all of them had good ADMET properties, and the compounds all had good drug similarity. Conclusion: Our results provided 2 new ligands that could serve as lead compounds for new PKCθ inhibitors in the future.
期刊介绍:
Aims & Scope
Letters in Drug Design & Discovery publishes letters, mini-reviews, highlights and guest edited thematic issues in all areas of rational drug design and discovery including medicinal chemistry, in-silico drug design, combinatorial chemistry, high-throughput screening, drug targets, and structure-activity relationships. The emphasis is on publishing quality papers very rapidly by taking full advantage of latest Internet technology for both submission and review of manuscripts. The online journal is an essential reading to all pharmaceutical scientists involved in research in drug design and discovery.