{"title":"In silico identification of sclerostin inhibitors.","authors":"Yusuf Şimşek, Sahra Setenay Baran, Erdal Ergünol, Altay Uludamar, Aylin Sepici Dinçel, Şakir Erkoç","doi":"10.1007/s11030-025-11298-0","DOIUrl":null,"url":null,"abstract":"<p><p>Wnt/β-catenin signaling pathway plays a major role in the regulation of bone homeostasis. Sclerostin exhibits a high-affinity binding to the Wnt co-receptors LRP5/6 and therefore acts as an extracellular inhibitor of canonical Wnt signaling. Disruption of the interaction between LRP5/6 and sclerostin is essential for Wnt-related metabolic processes that can affect bone health. Consequently, we targeted the loop 2 region of sclerostin, which binds stably to LRP5/6, and employed a series of in silico approaches, including molecular docking and molecular dynamics simulations, to screen drug-like compounds from the DrugBank database. The loop 2 region of sclerostin is relatively flexible and mobile in solution. To enhance the accuracy of screening, we generated eight distinct conformers of sclerostin following initial molecular dynamics simulations. Subsequently, we applied virtual screening methods, including high-throughput virtual screening, standard precision, extra precision, and molecular mechanics generalized Born surface area calculations for each conformer. After merging hits, 50 compounds were further studied with molecular dynamics simulations and binding energy computations over the trajectories. Our results revealed that the compounds DB02675, DB15238, DB04226, DB03325, and DB05644 exhibit inhibitory activity on the loop 2 region of sclerostin.</p>","PeriodicalId":708,"journal":{"name":"Molecular Diversity","volume":" ","pages":""},"PeriodicalIF":3.8000,"publicationDate":"2025-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular Diversity","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1007/s11030-025-11298-0","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
引用次数: 0
Abstract
Wnt/β-catenin signaling pathway plays a major role in the regulation of bone homeostasis. Sclerostin exhibits a high-affinity binding to the Wnt co-receptors LRP5/6 and therefore acts as an extracellular inhibitor of canonical Wnt signaling. Disruption of the interaction between LRP5/6 and sclerostin is essential for Wnt-related metabolic processes that can affect bone health. Consequently, we targeted the loop 2 region of sclerostin, which binds stably to LRP5/6, and employed a series of in silico approaches, including molecular docking and molecular dynamics simulations, to screen drug-like compounds from the DrugBank database. The loop 2 region of sclerostin is relatively flexible and mobile in solution. To enhance the accuracy of screening, we generated eight distinct conformers of sclerostin following initial molecular dynamics simulations. Subsequently, we applied virtual screening methods, including high-throughput virtual screening, standard precision, extra precision, and molecular mechanics generalized Born surface area calculations for each conformer. After merging hits, 50 compounds were further studied with molecular dynamics simulations and binding energy computations over the trajectories. Our results revealed that the compounds DB02675, DB15238, DB04226, DB03325, and DB05644 exhibit inhibitory activity on the loop 2 region of sclerostin.
期刊介绍:
Molecular Diversity is a new publication forum for the rapid publication of refereed papers dedicated to describing the development, application and theory of molecular diversity and combinatorial chemistry in basic and applied research and drug discovery. The journal publishes both short and full papers, perspectives, news and reviews dealing with all aspects of the generation of molecular diversity, application of diversity for screening against alternative targets of all types (biological, biophysical, technological), analysis of results obtained and their application in various scientific disciplines/approaches including:
combinatorial chemistry and parallel synthesis;
small molecule libraries;
microwave synthesis;
flow synthesis;
fluorous synthesis;
diversity oriented synthesis (DOS);
nanoreactors;
click chemistry;
multiplex technologies;
fragment- and ligand-based design;
structure/function/SAR;
computational chemistry and molecular design;
chemoinformatics;
screening techniques and screening interfaces;
analytical and purification methods;
robotics, automation and miniaturization;
targeted libraries;
display libraries;
peptides and peptoids;
proteins;
oligonucleotides;
carbohydrates;
natural diversity;
new methods of library formulation and deconvolution;
directed evolution, origin of life and recombination;
search techniques, landscapes, random chemistry and more;