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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Main Authors: Ujiantari, Navista Sri Octa, Ham, Seungmin, Nagiri, Chisae, Shihoya, Wataru, Nureki, Osamu, Hutchinson, Dana Sabine, Schuster, Daniela
Format: Article PeerReviewed
Language:English
Published: John Wiley and Sons Inc 2022
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Online Access:https://repository.ugm.ac.id/283359/1/55_Pharmacophore-guided%20Virtual%20Screening%20to%20Identify%20New%20%CE%B23-adrenergic%20Receptor%20Agonists.pdf
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spelling 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
institution Universitas Gadjah Mada
building UGM Library
continent Asia
country Indonesia
Indonesia
content_provider UGM Library
collection Repository Civitas UGM
language English
topic Pharmaceutical Sciences
spellingShingle 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
description 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.
format 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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