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Discovery of Chemical Scaffolds as Lysophosphatidic Acid Receptor 1 Antagonists: Virtual Screening, In Vitro Validation, and Molecular Dynamics Analysis
[Image: see text] Lysophosphatidic acid receptor 1 (LPAR1) is an emerging therapeutic target for numerous human diseases including fibrosis. However, the limited number of available core structures of LPAR1 antagonists has prompted the need for novel chemical templates. In this study, we conducted a...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620911/ https://www.ncbi.nlm.nih.gov/pubmed/37929144 http://dx.doi.org/10.1021/acsomega.3c04798 |
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author | Nguyen, Lan Phuong Khan, Rasel Ahmed Kang, Soomin Lee, Hobin Hwang, Jong-Ik Kim, Hong-Rae |
author_facet | Nguyen, Lan Phuong Khan, Rasel Ahmed Kang, Soomin Lee, Hobin Hwang, Jong-Ik Kim, Hong-Rae |
author_sort | Nguyen, Lan Phuong |
collection | PubMed |
description | [Image: see text] Lysophosphatidic acid receptor 1 (LPAR1) is an emerging therapeutic target for numerous human diseases including fibrosis. However, the limited number of available core structures of LPAR1 antagonists has prompted the need for novel chemical templates. In this study, we conducted a high-throughput virtual screening to discover potential new scaffolds. We tested three existing crystal structures alongside an AlphaFold model to evaluate their suitability in structure-based virtual screening, finding that the crystal structures show superior performance compared with the predictive model. Furthermore, we also found that enhancing the precision in the screening process did not necessarily improve the enrichment of hits. From the screening campaign, we identified five structures that were validated using an LPAR1-dependent calcium flux assay. To gain a deeper insight into the protein–ligand interaction, we extensively analyzed the binding modes of these compounds using in silico techniques, laying the groundwork for the discovery of novel LPAR1 antagonists. |
format | Online Article Text |
id | pubmed-10620911 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-106209112023-11-03 Discovery of Chemical Scaffolds as Lysophosphatidic Acid Receptor 1 Antagonists: Virtual Screening, In Vitro Validation, and Molecular Dynamics Analysis Nguyen, Lan Phuong Khan, Rasel Ahmed Kang, Soomin Lee, Hobin Hwang, Jong-Ik Kim, Hong-Rae ACS Omega [Image: see text] Lysophosphatidic acid receptor 1 (LPAR1) is an emerging therapeutic target for numerous human diseases including fibrosis. However, the limited number of available core structures of LPAR1 antagonists has prompted the need for novel chemical templates. In this study, we conducted a high-throughput virtual screening to discover potential new scaffolds. We tested three existing crystal structures alongside an AlphaFold model to evaluate their suitability in structure-based virtual screening, finding that the crystal structures show superior performance compared with the predictive model. Furthermore, we also found that enhancing the precision in the screening process did not necessarily improve the enrichment of hits. From the screening campaign, we identified five structures that were validated using an LPAR1-dependent calcium flux assay. To gain a deeper insight into the protein–ligand interaction, we extensively analyzed the binding modes of these compounds using in silico techniques, laying the groundwork for the discovery of novel LPAR1 antagonists. American Chemical Society 2023-10-18 /pmc/articles/PMC10620911/ /pubmed/37929144 http://dx.doi.org/10.1021/acsomega.3c04798 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Nguyen, Lan Phuong Khan, Rasel Ahmed Kang, Soomin Lee, Hobin Hwang, Jong-Ik Kim, Hong-Rae Discovery of Chemical Scaffolds as Lysophosphatidic Acid Receptor 1 Antagonists: Virtual Screening, In Vitro Validation, and Molecular Dynamics Analysis |
title | Discovery of Chemical
Scaffolds as Lysophosphatidic
Acid Receptor 1 Antagonists: Virtual Screening, In Vitro Validation, and Molecular Dynamics Analysis |
title_full | Discovery of Chemical
Scaffolds as Lysophosphatidic
Acid Receptor 1 Antagonists: Virtual Screening, In Vitro Validation, and Molecular Dynamics Analysis |
title_fullStr | Discovery of Chemical
Scaffolds as Lysophosphatidic
Acid Receptor 1 Antagonists: Virtual Screening, In Vitro Validation, and Molecular Dynamics Analysis |
title_full_unstemmed | Discovery of Chemical
Scaffolds as Lysophosphatidic
Acid Receptor 1 Antagonists: Virtual Screening, In Vitro Validation, and Molecular Dynamics Analysis |
title_short | Discovery of Chemical
Scaffolds as Lysophosphatidic
Acid Receptor 1 Antagonists: Virtual Screening, In Vitro Validation, and Molecular Dynamics Analysis |
title_sort | discovery of chemical
scaffolds as lysophosphatidic
acid receptor 1 antagonists: virtual screening, in vitro validation, and molecular dynamics analysis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620911/ https://www.ncbi.nlm.nih.gov/pubmed/37929144 http://dx.doi.org/10.1021/acsomega.3c04798 |
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