TY - JOUR
T1 - Pharmacophore-guided Virtual Screening to Identify New β3-adrenergic Receptor Agonists
AU - Ujiantari, Navista Sri Octa
AU - Ham, Seungmin
AU - Nagiri, Chisae
AU - Shihoya, Wataru
AU - Nureki, Osamu
AU - Hutchinson, Dana Sabine
AU - Schuster, Daniela
N1 - Publisher Copyright:
© 2022 The Authors. Molecular Informatics published by Wiley-VCH GmbH.
PY - 2022/7
Y1 - 2022/7
N2 - 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.
AB - 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.
KW - GPCR
KW - agonist activity
KW - pharmacophore modeling
KW - virtual screening
KW - β-adrenergic receptors
UR - https://www.scopus.com/pages/publications/85124069779
UR - https://www.scopus.com/pages/publications/85124069779#tab=citedBy
U2 - 10.1002/minf.202100223
DO - 10.1002/minf.202100223
M3 - Article
C2 - 34963040
AN - SCOPUS:85124069779
SN - 1868-1743
VL - 41
JO - Molecular Informatics
JF - Molecular Informatics
IS - 7
M1 - 2100223
ER -