Pharmacophore-guided Virtual Screening to Identify New β3-adrenergic Receptor Agonists
The β3-adrenergic receptor (β3-AR) is found in several tissues such as adipose tissue and urinary bladder. It is a therapeutic target because it plays a role in thermogenesis, lipolysis, and bladder relaxation. Two β3-AR agonists are used clinically: mirabegron 1 and vibegron 2, which are indicated...
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2022
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id-ugm-repo.2833592023-11-20T07:34:27Z https://repository.ugm.ac.id/283359/ Pharmacophore-guided Virtual Screening to Identify New β3-adrenergic Receptor Agonists Ujiantari, Navista Sri Octa Ham, Seungmin Nagiri, Chisae Shihoya, Wataru Nureki, Osamu Hutchinson, Dana Sabine Schuster, Daniela Pharmaceutical Sciences The β3-adrenergic receptor (β3-AR) is found in several tissues such as adipose tissue and urinary bladder. It is a therapeutic target because it plays a role in thermogenesis, lipolysis, and bladder relaxation. Two β3-AR agonists are used clinically: mirabegron 1 and vibegron 2, which are indicated for overactive bladder syndrome. However, these drugs show adverse effects, including increased blood pressure in mirabegron patients. Hence, new β3-AR agonists are needed as starting points for drug development. Previous pharmacophore modeling studies of the β3-AR did not involve experimental in vitro validation. Therefore, this study aimed to conduct prospective virtual screening and confirm the biological activity of virtual hits. Ligand-based pharmacophore modeling was performed since no 3D structure of human β3-AR is yet available. A dataset consisting of β3-AR agonists was prepared to build and validate the pharmacophore models. The best model was employed for prospective virtual screening, followed by physicochemical property filtering and a docking evaluation. To confirm the activity of the virtual hits, an in vitro assay was conducted, measuring cAMP levels at the cloned β3-AR. Out of 35 tested compounds, 4 compounds were active in CHO−K1 cells expressing the human β3-AR, and 8 compounds were active in CHO−K1 cells expressing the mouse β3-AR. © 2022 The Authors. Molecular Informatics published by Wiley-VCH GmbH. John Wiley and Sons Inc 2022 Article PeerReviewed application/pdf en https://repository.ugm.ac.id/283359/1/55_Pharmacophore-guided%20Virtual%20Screening%20to%20Identify%20New%20%CE%B23-adrenergic%20Receptor%20Agonists.pdf Ujiantari, Navista Sri Octa and Ham, Seungmin and Nagiri, Chisae and Shihoya, Wataru and Nureki, Osamu and Hutchinson, Dana Sabine and Schuster, Daniela (2022) Pharmacophore-guided Virtual Screening to Identify New β3-adrenergic Receptor Agonists. Molecular Informatics, 41 (7). ISSN 18681743 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124069779&doi=10.1002%2fminf.202100223&partnerID=40&md5=171ff1139360e5a4d2b1bd3874af1a46 |
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Pharmaceutical Sciences Ujiantari, Navista Sri Octa Ham, Seungmin Nagiri, Chisae Shihoya, Wataru Nureki, Osamu Hutchinson, Dana Sabine Schuster, Daniela Pharmacophore-guided Virtual Screening to Identify New β3-adrenergic Receptor Agonists |
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The β3-adrenergic receptor (β3-AR) is found in several tissues such as adipose tissue and urinary bladder. It is a therapeutic target because it plays a role in thermogenesis, lipolysis, and bladder relaxation. Two β3-AR agonists are used clinically: mirabegron 1 and vibegron 2, which are indicated for overactive bladder syndrome. However, these drugs show adverse effects, including increased blood pressure in mirabegron patients. Hence, new β3-AR agonists are needed as starting points for drug development. Previous pharmacophore modeling studies of the β3-AR did not involve experimental in vitro validation. Therefore, this study aimed to conduct prospective virtual screening and confirm the biological activity of virtual hits. Ligand-based pharmacophore modeling was performed since no 3D structure of human β3-AR is yet available. A dataset consisting of β3-AR agonists was prepared to build and validate the pharmacophore models. The best model was employed for prospective virtual screening, followed by physicochemical property filtering and a docking evaluation. To confirm the activity of the virtual hits, an in vitro assay was conducted, measuring cAMP levels at the cloned β3-AR. Out of 35 tested compounds, 4 compounds were active in CHO−K1 cells expressing the human β3-AR, and 8 compounds were active in CHO−K1 cells expressing the mouse β3-AR. © 2022 The Authors. Molecular Informatics published by Wiley-VCH GmbH. |
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Article PeerReviewed |
author |
Ujiantari, Navista Sri Octa Ham, Seungmin Nagiri, Chisae Shihoya, Wataru Nureki, Osamu Hutchinson, Dana Sabine Schuster, Daniela |
author_facet |
Ujiantari, Navista Sri Octa Ham, Seungmin Nagiri, Chisae Shihoya, Wataru Nureki, Osamu Hutchinson, Dana Sabine Schuster, Daniela |
author_sort |
Ujiantari, Navista Sri Octa |
title |
Pharmacophore-guided Virtual Screening to Identify New β3-adrenergic Receptor Agonists |
title_short |
Pharmacophore-guided Virtual Screening to Identify New β3-adrenergic Receptor Agonists |
title_full |
Pharmacophore-guided Virtual Screening to Identify New β3-adrenergic Receptor Agonists |
title_fullStr |
Pharmacophore-guided Virtual Screening to Identify New β3-adrenergic Receptor Agonists |
title_full_unstemmed |
Pharmacophore-guided Virtual Screening to Identify New β3-adrenergic Receptor Agonists |
title_sort |
pharmacophore-guided virtual screening to identify new β3-adrenergic receptor agonists |
publisher |
John Wiley and Sons Inc |
publishDate |
2022 |
url |
https://repository.ugm.ac.id/283359/1/55_Pharmacophore-guided%20Virtual%20Screening%20to%20Identify%20New%20%CE%B23-adrenergic%20Receptor%20Agonists.pdf https://repository.ugm.ac.id/283359/ https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124069779&doi=10.1002%2fminf.202100223&partnerID=40&md5=171ff1139360e5a4d2b1bd3874af1a46 |
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