Literature DB >> 35295337

Candidate Therapeutics by Screening for Multitargeting Ligands: Combining the CB2 Receptor With CB1, PPARγ and 5-HT4 Receptors.

Shayma El-Atawneh1, Amiram Goldblum1.   

Abstract

In recent years, the cannabinoid type 2 receptor (CB2R) has become a major target for treating many disease conditions. The old therapeutic paradigm of "one disease-one target-one drug" is being transformed to "complex disease-many targets-one drug." Multitargeting, therefore, attracts much attention as a promising approach. We thus focus on designing single multitargeting agents (MTAs), which have many advantages over combined therapies. Using our ligand-based approach, the "Iterative Stochastic Elimination" (ISE) algorithm, we produce activity models of agonists and antagonists for desired therapeutic targets and anti-targets. These models are used for sequential virtual screening and scoring large libraries of molecules in order to pick top-scored candidates for testing in vitro and in vivo. In this study, we built activity models for CB2R and other targets for combinations that could be used for several indications. Those additional targets are the cannabinoid 1 receptor (CB1R), peroxisome proliferator-activated receptor gamma (PPARγ), and 5-Hydroxytryptamine receptor 4 (5-HT4R). All these models have high statistical parameters and are reliable. Many more CB2R/CBIR agonists were found than combined CB2R agonists with CB1R antagonist activity (by 200 fold). CB2R agonism combined with PPARγ or 5-HT4R agonist activity may be used for treating Inflammatory Bowel Disease (IBD). Combining CB2R agonism with 5-HT4R generates more candidates (14,008) than combining CB2R agonism with agonists for the nuclear receptor PPARγ (374 candidates) from an initial set of ∼2.1 million molecules. Improved enrichment of true vs. false positives may be achieved by requiring a better ISE score cutoff or by performing docking. Those candidates can be purchased and tested experimentally to validate their activity. Further, we performed docking to CB2R structures and found lower statistical performance of the docking ("structure-based") compared to ISE modeling ("ligand-based"). Therefore, ISE modeling may be a better starting point for molecular discovery than docking.
Copyright © 2022 El-Atawneh and Goldblum.

Entities:  

Keywords:  IBD—inflammatory bowel diseases; ISE; cannabinoid receptors 2 (CB2R); inflammation; multitargeting; neuroprotective; virtual screening

Year:  2022        PMID: 35295337      PMCID: PMC8918518          DOI: 10.3389/fphar.2022.812745

Source DB:  PubMed          Journal:  Front Pharmacol        ISSN: 1663-9812            Impact factor:   5.810


  105 in total

1.  BLAST: at the core of a powerful and diverse set of sequence analysis tools.

Authors:  Scott McGinnis; Thomas L Madden
Journal:  Nucleic Acids Res       Date:  2004-07-01       Impact factor: 16.971

Review 2.  Can we rationally design promiscuous drugs?

Authors:  Andrew L Hopkins; Jonathan S Mason; John P Overington
Journal:  Curr Opin Struct Biol       Date:  2006-01-25       Impact factor: 6.809

Review 3.  Peripherally restricted CB1 receptor blockers.

Authors:  Robert J Chorvat
Journal:  Bioorg Med Chem Lett       Date:  2013-07-04       Impact factor: 2.823

4.  First dual NK(1) antagonists-serotonin reuptake inhibitors: synthesis and SAR of a new class of potential antidepressants.

Authors:  Thomas Ryckmans; Laurent Balançon; Olivier Berton; Christophe Genicot; Yves Lamberty; Benedicte Lallemand; Patrick Pasau; Nathalie Pirlot; Luc Quéré; Patrice Talaga
Journal:  Bioorg Med Chem Lett       Date:  2002-01-21       Impact factor: 2.823

Review 5.  Combination therapy in multiple sclerosis.

Authors:  Devon Conway; Jeffrey A Cohen
Journal:  Lancet Neurol       Date:  2010-03       Impact factor: 44.182

Review 6.  Progress in brain cannabinoid CB2 receptor research: From genes to behavior.

Authors:  Chloe J Jordan; Zheng-Xiong Xi
Journal:  Neurosci Biobehav Rev       Date:  2019-01-03       Impact factor: 8.989

7.  Dual angiotensin II and endothelin A receptor antagonists: synthesis of 2'-substituted N-3-isoxazolyl biphenylsulfonamides with improved potency and pharmacokinetics.

Authors:  Natesan Murugesan; Zhengxiang Gu; Leena Fadnis; John E Tellew; Rose Ann F Baska; Yifan Yang; Sophie M Beyer; Hossain Monshizadegan; Kenneth E Dickinson; Maria T Valentine; W Griffith Humphreys; Shih-Jung Lan; William R Ewing; Kenneth E Carlson; Mark C Kowala; Robert Zahler; John E Macor
Journal:  J Med Chem       Date:  2005-01-13       Impact factor: 7.446

8.  PDBsum new things.

Authors:  Roman A Laskowski
Journal:  Nucleic Acids Res       Date:  2008-11-07       Impact factor: 16.971

9.  Regulation of bone mass, bone loss and osteoclast activity by cannabinoid receptors.

Authors:  Aymen I Idris; Robert J van 't Hof; Iain R Greig; Susan A Ridge; David Baker; Ruth A Ross; Stuart H Ralston
Journal:  Nat Med       Date:  2005-05-22       Impact factor: 53.440

10.  ZINC 15--Ligand Discovery for Everyone.

Authors:  Teague Sterling; John J Irwin
Journal:  J Chem Inf Model       Date:  2015-11-09       Impact factor: 4.956

View more
  1 in total

1.  Oleamide Reduces Mitochondrial Dysfunction and Toxicity in Rat Cortical Slices Through the Combined Action of Cannabinoid Receptors Activation and Induction of Antioxidant Activity.

Authors:  Carolina Y Reyes-Soto; Mariana Villaseca-Flores; Enid A Ovalle-Noguez; Jade Nava-Osorio; Sonia Galván-Arzate; Edgar Rangel-López; Marisol Maya-López; Socorro Retana-Márquez; Isaac Túnez; Alexey A Tinkov; Tao Ke; Michael Aschner; Abel Santamaría
Journal:  Neurotox Res       Date:  2022-09-07       Impact factor: 3.978

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.