Identification of novel inhibitors of rat Mrp3.

5(6)-Carboxy-2′,7′-dichlorofluorescein diacetate Computational modeling Efflux transporter Inhibitor screening Inside-out membrane vesicles Mrp3 Naive Bayesian model Rat hepatocytes

Journal

European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences
ISSN: 1879-0720
Titre abrégé: Eur J Pharm Sci
Pays: Netherlands
ID NLM: 9317982

Informations de publication

Date de publication:
01 Jul 2021
Historique:
received: 11 11 2020
revised: 18 02 2021
accepted: 16 03 2021
pubmed: 24 3 2021
medline: 22 6 2021
entrez: 23 3 2021
Statut: ppublish

Résumé

Multidrug resistance-associated protein (MRP; ABCC gene family) mediated efflux transport plays an important role in the systemic and tissue exposure profiles of many drugs and their metabolites, and also of endogenous compounds like bile acids and bilirubin conjugates. However, potent and isoform-selective inhibitors of the MRP subfamily are currently lacking. Therefore, the purpose of the present work was to identify novel rat Mrp3 inhibitors. Using 5(6)-carboxy-2',7'-dichlorofluorescein diacetate (CDFDA) as a model-(pro)substrate for Mrp3 in an oil-spin assay with primary rat hepatocytes, the extent of inhibition of CDF efflux was determined for 1584 compounds, yielding 59 hits (excluding the reference inhibitor) that were identified as new Mrp3 inhibitors. A naive Bayesian prediction model was constructed in Pipeline Pilot to elucidate physicochemical and structural features of compounds causing Mrp3 inhibition. The final Bayesian model generated common physicochemical properties of Mrp3 inhibitors. For instance, more than half of the hits contain a phenolic structure. The identified compounds have an AlogP between 2 and 4.5, between 5 to 8 hydrogen bond acceptor atoms, a molecular weight between 260 and 400, and 2 or more aromatic rings. Compared to the depleted dataset (i.e. 90% remaining compounds), the Mrp3 hit rate in the enriched set was 7.5-fold higher (i.e. 17.2% versus 2.3%). Several hits from this first screening approach were confirmed in an additional study using Mrp3 transfected inside-out membrane vesicles. In conclusion, several new and potent inhibitors of Mrp3 mediated efflux were identified in an optimized in vitro rat hepatocyte assay and confirmed using Mrp3 transfected inside-out membrane vesicles. A final naive Bayesian model was developed in an iterative way to reveal common physicochemical and structural features for Mrp3 inhibitors. The final Bayesian model will enable in silico screening of larger libraries and in vitro identification of more potent Mrp3 inhibitors.

Identifiants

pubmed: 33753214
pii: S0928-0987(21)00115-9
doi: 10.1016/j.ejps.2021.105813
pii:
doi:

Substances chimiques

Bile Acids and Salts 0
Multidrug Resistance-Associated Proteins 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

105813

Informations de copyright

Copyright © 2021. Published by Elsevier B.V.

Auteurs

Tom De Vocht (T)

Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Campus Gasthuisberg, O&N2, Herestraat 49 box 921, B-3000 Leuven, Belgium.

Christophe Buyck (C)

Discovery Sciences, Janssen Research & Development, a division of Janssen Pharmaceutica N.V., Turnhoutseweg 30, B-2340 Beerse, Belgium.

Neel Deferm (N)

Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Campus Gasthuisberg, O&N2, Herestraat 49 box 921, B-3000 Leuven, Belgium.

Bing Qi (B)

Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Campus Gasthuisberg, O&N2, Herestraat 49 box 921, B-3000 Leuven, Belgium.

Pieter Van Brantegem (P)

Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Campus Gasthuisberg, O&N2, Herestraat 49 box 921, B-3000 Leuven, Belgium.

Herman van Vlijmen (H)

Discovery Sciences, Janssen Research & Development, a division of Janssen Pharmaceutica N.V., Turnhoutseweg 30, B-2340 Beerse, Belgium.

Jan Snoeys (J)

Drug Metabolism and Pharmacokinetics, Janssen Research & Development, a division of Janssen Pharmaceutica N.V., Turnhoutseweg 30, B-2340 Beerse, Belgium.

Eef Hoeben (E)

Quantitative Sciences, Janssen Research and Development, a division of Janssen Pharmaceutica N.V., Turnhoutseweg 30, B-2340 Beerse, Belgium; BioNotus GCV, Wetenschapspark Universiteit Antwerpen, Galileilaan 15, B-2845 Niel, Belgium.

An Vermeulen (A)

Quantitative Sciences, Janssen Research and Development, a division of Janssen Pharmaceutica N.V., Turnhoutseweg 30, B-2340 Beerse, Belgium.

Pieter Annaert (P)

Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Campus Gasthuisberg, O&N2, Herestraat 49 box 921, B-3000 Leuven, Belgium; BioNotus GCV, Wetenschapspark Universiteit Antwerpen, Galileilaan 15, B-2845 Niel, Belgium. Electronic address: pieter.annaert@kuleuven.be.

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Classifications MeSH