Darwin Riyan Ramadhan, J. Ekowati, Denayu Pebrianti, Farrah Yulian Listyandi, N. Diyah, M. Adrianto, Deepakkumar Mishra
{"title":"阿魏酸衍生物与 FGFR1 的对接研究、ADME 预测和 QSPR 分析","authors":"Darwin Riyan Ramadhan, J. Ekowati, Denayu Pebrianti, Farrah Yulian Listyandi, N. Diyah, M. Adrianto, Deepakkumar Mishra","doi":"10.46542/pe.2024.243.178184","DOIUrl":null,"url":null,"abstract":"Background: FGFR-1 is an angiogenic receptor that plays a huge role in the cancer growth pathway. Angiogenesis inhibitory drugs released have significant side effects. Therefore, research into discovering anti-angiogenic agents to achieve good health and well-being is still necessary.\nObjective: To design the novel anti-angiogenic candidates from ferulic acid (FA) by docking study on FGFR1, to predict the ADME profile, and to find out the structural relationship of their pharmacokinetic properties as QSPR analysis.\nMethod: Autodock Tools performed a docking study. ADME prediction was conducted using SwissADME. The MLR approach determined the QSPR model.\nResult: The docking results showed that FA-8 and FA-18 had the lowest free energy binding, inhibition constant, and GI absorption. The QSPR analysis obtained the equation model: Log HIA = 0,018 Log P2 + 0,069 Log P + 0,020 CMR + 0,001 Etotal + 1,771 with n = 24, correlation coefficient (r)= 0.621, p-value= 0.046 and F-value= 2.975.\nConclusion: Modifying FA on the phenolic moiety replaced by an ester increased the activity and ADME profile. The predicted bioavailability was supported by high Log P, molar refractivity (CMR), and electronic factor (Etotal). It is recommended that lipophilicity be increased to achieve better pharmacokinetic properties.","PeriodicalId":19944,"journal":{"name":"Pharmacy Education","volume":null,"pages":null},"PeriodicalIF":0.5000,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Docking study of ferulic acid derivates on FGFR1, ADME prediction, and QSPR analysis\",\"authors\":\"Darwin Riyan Ramadhan, J. Ekowati, Denayu Pebrianti, Farrah Yulian Listyandi, N. Diyah, M. Adrianto, Deepakkumar Mishra\",\"doi\":\"10.46542/pe.2024.243.178184\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Background: FGFR-1 is an angiogenic receptor that plays a huge role in the cancer growth pathway. Angiogenesis inhibitory drugs released have significant side effects. Therefore, research into discovering anti-angiogenic agents to achieve good health and well-being is still necessary.\\nObjective: To design the novel anti-angiogenic candidates from ferulic acid (FA) by docking study on FGFR1, to predict the ADME profile, and to find out the structural relationship of their pharmacokinetic properties as QSPR analysis.\\nMethod: Autodock Tools performed a docking study. ADME prediction was conducted using SwissADME. The MLR approach determined the QSPR model.\\nResult: The docking results showed that FA-8 and FA-18 had the lowest free energy binding, inhibition constant, and GI absorption. The QSPR analysis obtained the equation model: Log HIA = 0,018 Log P2 + 0,069 Log P + 0,020 CMR + 0,001 Etotal + 1,771 with n = 24, correlation coefficient (r)= 0.621, p-value= 0.046 and F-value= 2.975.\\nConclusion: Modifying FA on the phenolic moiety replaced by an ester increased the activity and ADME profile. The predicted bioavailability was supported by high Log P, molar refractivity (CMR), and electronic factor (Etotal). It is recommended that lipophilicity be increased to achieve better pharmacokinetic properties.\",\"PeriodicalId\":19944,\"journal\":{\"name\":\"Pharmacy Education\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.5000,\"publicationDate\":\"2024-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Pharmacy Education\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.46542/pe.2024.243.178184\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"EDUCATION, SCIENTIFIC DISCIPLINES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Pharmacy Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.46542/pe.2024.243.178184","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"EDUCATION, SCIENTIFIC DISCIPLINES","Score":null,"Total":0}
Docking study of ferulic acid derivates on FGFR1, ADME prediction, and QSPR analysis
Background: FGFR-1 is an angiogenic receptor that plays a huge role in the cancer growth pathway. Angiogenesis inhibitory drugs released have significant side effects. Therefore, research into discovering anti-angiogenic agents to achieve good health and well-being is still necessary.
Objective: To design the novel anti-angiogenic candidates from ferulic acid (FA) by docking study on FGFR1, to predict the ADME profile, and to find out the structural relationship of their pharmacokinetic properties as QSPR analysis.
Method: Autodock Tools performed a docking study. ADME prediction was conducted using SwissADME. The MLR approach determined the QSPR model.
Result: The docking results showed that FA-8 and FA-18 had the lowest free energy binding, inhibition constant, and GI absorption. The QSPR analysis obtained the equation model: Log HIA = 0,018 Log P2 + 0,069 Log P + 0,020 CMR + 0,001 Etotal + 1,771 with n = 24, correlation coefficient (r)= 0.621, p-value= 0.046 and F-value= 2.975.
Conclusion: Modifying FA on the phenolic moiety replaced by an ester increased the activity and ADME profile. The predicted bioavailability was supported by high Log P, molar refractivity (CMR), and electronic factor (Etotal). It is recommended that lipophilicity be increased to achieve better pharmacokinetic properties.
期刊介绍:
Pharmacy Education journal provides a research, development and evaluation forum for communication between academic teachers, researchers and practitioners in professional and pharmacy education, with an emphasis on new and established teaching and learning methods, new curriculum and syllabus directions, educational outcomes, guidance on structuring courses and assessing achievement, and workforce development. It is a peer-reviewed online open access platform for the dissemination of new ideas in professional pharmacy education and workforce development. Pharmacy Education supports Open Access (OA): free, unrestricted online access to research outputs. Readers are able to access the Journal and individual published articles for free - there are no subscription fees or ''pay per view'' charges. Authors wishing to publish their work in Pharmacy Education do so without incurring any financial costs.