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dc.contributor.author스왚닐 판두랑 부즈발-
dc.date.accessioned2024-08-12T01:54:36Z-
dc.date.available2024-08-12T01:54:36Z-
dc.date.issued2022-09-24-
dc.identifier.citationMOLECULES, v. 27, no 19, page. 1-15en_US
dc.identifier.issn1420-3049en_US
dc.identifier.urihttps://www.mdpi.com/1420-3049/27/19/6307en_US
dc.identifier.urihttps://repository.hanyang.ac.kr/handle/20.500.11754/191524-
dc.description.abstractTreatment of several autoimmune diseases and types of cancer has been an intense area of research over the past two decades. Many signaling pathways that regulate innate and/or adaptive immunity, as well as those that induce overexpression or mutation of protein kinases, have been targeted for drug discovery. One of the serine/threonine kinases, Interleukin-1 Receptor Associated Kinase 4 (IRAK4) regulates signaling through various Toll-like receptors (TLRs) and interleukin-1 receptor (IL1R). It controls diverse cellular processes including inflammation, apoptosis, and cellular differentiation. MyD88 gain-of-function mutations or overexpression of IRAK4 has been implicated in various types of malignancies such as Waldenstrom macroglobulinemia, B cell lymphoma, colorectal cancer, pancreatic ductal adenocarcinoma, breast cancer, etc. Moreover, over activation of IRAK4 is also associated with several autoimmune diseases. The significant role of IRAK4 makes it an interesting target for the discovery and development of potent small molecule inhibitors. A few potent IRAK4 inhibitors such as PF-06650833, RA9 and BAY1834845 have recently entered phase I/II clinical trial studies. Nevertheless, there is still a need of selective inhibitors for the treatment of cancer and various autoimmune diseases. A great need for the same intrigued us to perform molecular modeling studies on 4,6-diaminonicotinamide derivatives as IRAK4 inhibitors. We performed molecular docking and dynamics simulation of 50 ns for one of the most active compounds of the dataset. We also carried out MM-PBSA binding free energy calculation to identify the active site residues, interactions of which are contributing to the total binding energy. The final 50 ns conformation of the most active compound was selected to perform dataset alignment in a 3D-QSAR study. Generated RF-CoMFA (q(2) = 0.751, ONC = 4, r(2) = 0.911) model revealed reasonable statistical results. Overall results of molecular dynamics simulation, MM-PBSA binding free energy calculation and RF-CoMFA model revealed important active site residues of IRAK4 and necessary structural properties of ligand to design more potent IRAK4 inhibitors. We designed few IRAK4 inhibitors based on these results, which possessed higher activity (predicted pIC(50)) than the most active compounds of the dataset selected for this study. Moreover, ADMET properties of these inhibitors revealed promising results and need to be validated using experimental studies.en_US
dc.description.sponsorshipThis work was financially supported by a National Research Foundation of Korea grant NRF-2020R1A6A1A03042854 (Centre for Proteinopathy) and Hanyang University (HY-2021).en_US
dc.languageen_USen_US
dc.publisherMDPIen_US
dc.relation.ispartofseriesv. 27, no 19;1-15-
dc.subjectautoimmune diseaseen_US
dc.subjectcanceren_US
dc.subjectIRAK4en_US
dc.subjectinhibitoren_US
dc.subjectMM-PBSAen_US
dc.subjectmolecular dockingen_US
dc.subjectdynamics simulationen_US
dc.subject3D-QSARen_US
dc.titleDesign of Novel IRAK4 Inhibitors Using Molecular Docking, Dynamics Simulation and 3D-QSAR Studiesen_US
dc.typeArticleen_US
dc.identifier.doihttps://doi.org/10.3390/molecules27196307en_US
dc.relation.page6307-6322-
dc.relation.journalMOLECULES-
dc.contributor.googleauthorBhujba, Swapnil P.-
dc.contributor.googleauthorHe, Weijie-
dc.contributor.googleauthorHah, Jung-Mi-
dc.relation.code2022041077-
dc.sector.campusE-
dc.sector.daehakRESEARCH INSTITUTE[E]-
dc.sector.departmentINSTITUTE OF PHARMACEUTICAL SCIENCE AND TECHNOLOGY-
dc.identifier.pidswapnil18-
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