Shafiul Haque, Darin M Mathkor, Mohd Wahid, Harshika Suri, Faraz Ahmad
{"title":"通过分子模拟技术鉴定抗GSK-3β靶向阿尔茨海默病的新型支架","authors":"Shafiul Haque, Darin M Mathkor, Mohd Wahid, Harshika Suri, Faraz Ahmad","doi":"10.1007/s10571-025-01568-8","DOIUrl":null,"url":null,"abstract":"<p><p>Alzheimer's disease (AD) is one of the most common causes of dementia in elderly populations. A multifactorial and complex etiology has hindered the establishment of successful disease-modifying and retarding treatments. An important molecular target that has a close link with the disease's pathophysiology is glycogen synthase kinase 3β (GSK-3β). GSK-3β is thought to be an important bridge between amyloid and tau pathologies, the two principle pathogenic hallmarks of the disease. In particular, its kinase activity is thought to be a contributing factor for initiating aberrant tau hyperphosphorylation toward neurodegenerative progression. To identify potential inhibitors for GSK-3β, a pharmacophore-based virtual screening was used on the VITAS-M Lab database, a large database of small molecules. A co-crystal ligand employed as the template allowed the screening of roughly 200,000 compounds. Compounds successfully screened were selected on the basis of the Phase screen score combining vector alignments, volume scores, and site matching parameters. Using a cutoff score of 1.7, 174 compounds were docked using the Glide tool for molecular docking to further identify potential high-affinity binding ligands. Finally, four chemicals with the best binding scores (cutoff Glide GScore values of - 8 kcal/mol) were identified. Among these, 3-(2-oxo-2H-chromen-3-yl)-N-(4-sulfamoylphenyl) benzamide (VL-1) and trimethylsilyl trifluoromethanesulfonate (VL-2) showed strong and stable binding interactions, as evidenced by molecular dynamics simulation (MDS). The results suggest that VL-1 and VL-2 may serve as promising lead compounds for GSK-3β-based anti-AD therapeutics. However, further in vivo mechanistic validation is warrantied to confirm their therapeutic applicability.</p>","PeriodicalId":9742,"journal":{"name":"Cellular and Molecular Neurobiology","volume":"45 1","pages":"77"},"PeriodicalIF":4.8000,"publicationDate":"2025-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12321713/pdf/","citationCount":"0","resultStr":"{\"title\":\"Identification of Novel Scaffolds Against GSK-3β for Targeting Alzheimer's Disease Through Molecular Modeling Techniques.\",\"authors\":\"Shafiul Haque, Darin M Mathkor, Mohd Wahid, Harshika Suri, Faraz Ahmad\",\"doi\":\"10.1007/s10571-025-01568-8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Alzheimer's disease (AD) is one of the most common causes of dementia in elderly populations. A multifactorial and complex etiology has hindered the establishment of successful disease-modifying and retarding treatments. An important molecular target that has a close link with the disease's pathophysiology is glycogen synthase kinase 3β (GSK-3β). GSK-3β is thought to be an important bridge between amyloid and tau pathologies, the two principle pathogenic hallmarks of the disease. In particular, its kinase activity is thought to be a contributing factor for initiating aberrant tau hyperphosphorylation toward neurodegenerative progression. To identify potential inhibitors for GSK-3β, a pharmacophore-based virtual screening was used on the VITAS-M Lab database, a large database of small molecules. A co-crystal ligand employed as the template allowed the screening of roughly 200,000 compounds. Compounds successfully screened were selected on the basis of the Phase screen score combining vector alignments, volume scores, and site matching parameters. Using a cutoff score of 1.7, 174 compounds were docked using the Glide tool for molecular docking to further identify potential high-affinity binding ligands. Finally, four chemicals with the best binding scores (cutoff Glide GScore values of - 8 kcal/mol) were identified. Among these, 3-(2-oxo-2H-chromen-3-yl)-N-(4-sulfamoylphenyl) benzamide (VL-1) and trimethylsilyl trifluoromethanesulfonate (VL-2) showed strong and stable binding interactions, as evidenced by molecular dynamics simulation (MDS). The results suggest that VL-1 and VL-2 may serve as promising lead compounds for GSK-3β-based anti-AD therapeutics. However, further in vivo mechanistic validation is warrantied to confirm their therapeutic applicability.</p>\",\"PeriodicalId\":9742,\"journal\":{\"name\":\"Cellular and Molecular Neurobiology\",\"volume\":\"45 1\",\"pages\":\"77\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2025-08-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12321713/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cellular and Molecular Neurobiology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s10571-025-01568-8\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"CELL BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cellular and Molecular Neurobiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10571-025-01568-8","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
Identification of Novel Scaffolds Against GSK-3β for Targeting Alzheimer's Disease Through Molecular Modeling Techniques.
Alzheimer's disease (AD) is one of the most common causes of dementia in elderly populations. A multifactorial and complex etiology has hindered the establishment of successful disease-modifying and retarding treatments. An important molecular target that has a close link with the disease's pathophysiology is glycogen synthase kinase 3β (GSK-3β). GSK-3β is thought to be an important bridge between amyloid and tau pathologies, the two principle pathogenic hallmarks of the disease. In particular, its kinase activity is thought to be a contributing factor for initiating aberrant tau hyperphosphorylation toward neurodegenerative progression. To identify potential inhibitors for GSK-3β, a pharmacophore-based virtual screening was used on the VITAS-M Lab database, a large database of small molecules. A co-crystal ligand employed as the template allowed the screening of roughly 200,000 compounds. Compounds successfully screened were selected on the basis of the Phase screen score combining vector alignments, volume scores, and site matching parameters. Using a cutoff score of 1.7, 174 compounds were docked using the Glide tool for molecular docking to further identify potential high-affinity binding ligands. Finally, four chemicals with the best binding scores (cutoff Glide GScore values of - 8 kcal/mol) were identified. Among these, 3-(2-oxo-2H-chromen-3-yl)-N-(4-sulfamoylphenyl) benzamide (VL-1) and trimethylsilyl trifluoromethanesulfonate (VL-2) showed strong and stable binding interactions, as evidenced by molecular dynamics simulation (MDS). The results suggest that VL-1 and VL-2 may serve as promising lead compounds for GSK-3β-based anti-AD therapeutics. However, further in vivo mechanistic validation is warrantied to confirm their therapeutic applicability.
期刊介绍:
Cellular and Molecular Neurobiology publishes original research concerned with the analysis of neuronal and brain function at the cellular and subcellular levels. The journal offers timely, peer-reviewed articles that describe anatomic, genetic, physiologic, pharmacologic, and biochemical approaches to the study of neuronal function and the analysis of elementary mechanisms. Studies are presented on isolated mammalian tissues and intact animals, with investigations aimed at the molecular mechanisms or neuronal responses at the level of single cells. Cellular and Molecular Neurobiology also presents studies of the effects of neurons on other organ systems, such as analysis of the electrical or biochemical response to neurotransmitters or neurohormones on smooth muscle or gland cells.