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Martinez-Guerrero L, Vignaux PA, Harris JS, Lane TR, Urbina F, Wright SH, Ekins S, Cherrington NJ. Computational Approaches for Predicting Drug Interactions with Human Organic Anion Transporter 4 (OAT4). Mol Pharm 2025; 22:1847-1858. [PMID: 40112155 DOI: 10.1021/acs.molpharmaceut.4c00984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2025]
Abstract
Human Organic Anion Transporter 4 (OAT4) is predominantly expressed in the kidneys, particularly in the apical membrane of the proximal tubule cells. This transporter is involved in the renal handling of endogenous and exogenous organic anions (OAs), making it an important transporter for drug-drug interactions (DDIs). To better understand OAT4-compound interactions, we generated single concentration (25 μM) in vitro inhibition data for over 1400 small molecules against the uptake of the fluorescent OA 6-carboxyfluorescein (6-CF) in Chinese hamster ovary (CHO) cells. Several drugs exhibiting higher than 50% inhibition in this initial screen were selected to determine IC50 values against three structurally distinct OAT4 substrates: estrone sulfate (ES), ochratoxin A (OTA), and 6-CF. These IC50 values were then compared to the drug plasma concentration as per the 2020 FDA drug-drug interaction (DDI) guidance. Several screened compounds, including some not previously reported, emerged as novel inhibitors of OAT4. These data were also used to build machine learning classification models to predict the activity of potential OAT4 inhibitors. We compared multiple machine learning algorithms and data cleaning techniques to model these screening data and investigated the utility of conformal predictors to predict OAT4 inhibition of a leave-out set. These experimental and computational approaches allowed us to model diverse and unbalanced data to enable predictions for DDIs mediated by this transporter.
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Affiliation(s)
- Lucy Martinez-Guerrero
- Department of Pharmacology and Toxicology, College of Pharmacy, University of Arizona, 1703 E. Mabel, Tucson, Arizona 85721, United States
| | - Patricia A Vignaux
- Collaborations Pharmaceuticals, Inc., 840 Main Campus Dr., Raleigh, North Carolina 27606, United States
| | - Joshua S Harris
- Collaborations Pharmaceuticals, Inc., 840 Main Campus Dr., Raleigh, North Carolina 27606, United States
| | - Thomas R Lane
- Collaborations Pharmaceuticals, Inc., 840 Main Campus Dr., Raleigh, North Carolina 27606, United States
| | - Fabio Urbina
- Collaborations Pharmaceuticals, Inc., 840 Main Campus Dr., Raleigh, North Carolina 27606, United States
| | - Stephen H Wright
- Department of Physiology, College of Medicine, University of Arizona, 1200 E. University Blvd., Tucson, Arizona 85724, United States
| | - Sean Ekins
- Collaborations Pharmaceuticals, Inc., 840 Main Campus Dr., Raleigh, North Carolina 27606, United States
| | - Nathan J Cherrington
- Department of Pharmacology and Toxicology, College of Pharmacy, University of Arizona, 1703 E. Mabel, Tucson, Arizona 85721, United States
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Thoma G, Miltz W, Srinivas H, Penno CA, Kiffe M, Gajewska M, Klein K, Evans A, Beerli C, Röhn TA. Structure-Guided Elaboration of a Fragment-Like Hit into an Orally Efficacious Leukotriene A4 Hydrolase Inhibitor. J Med Chem 2024; 67:5093-5108. [PMID: 38476002 DOI: 10.1021/acs.jmedchem.4c00290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Abstract
Leukotriene A4 hydrolase (LTA4H) is the final and rate-limiting enzyme in the biosynthesis of pro-inflammatory leukotriene B4 (LTB4). Preclinical studies have provided strong evidence that LTA4H is an attractive drug target for the treatment of chronic inflammatory diseases. Here, we describe the transformation of compound 2, a fragment-like hit, into the potent inhibitor of LTA4H 3. Our strategy involved two key steps. First, we aimed to increase the polarity of fragment 2 to improve its drug-likeness, particularly its solubility, while preserving both its promising potency and low molecular weight. Second, we utilized structural information and incorporated a basic amino function, which allowed for the formation of an essential hydrogen bond with Q136 of LTA4H and consequently enhanced the potency. Compound 3 exhibited exceptional selectivity and showed oral efficacy in a KRN passive serum-induced arthritis model in mice. The anticipated human dose to achieve 90% target engagement at the trough concentration was determined to be 40 mg administered once daily.
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Affiliation(s)
- Gebhard Thoma
- Global Discovery Chemistry, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Wolfgang Miltz
- Global Discovery Chemistry, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Honnappa Srinivas
- Discovery Sciences, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Carlos A Penno
- Discovery Sciences, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Michael Kiffe
- PK Sciences, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Monika Gajewska
- PK Sciences, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Kai Klein
- PK Sciences, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Amanda Evans
- Immunology Disease Area, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Christian Beerli
- Immunology Disease Area, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Till A Röhn
- Immunology Disease Area, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
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3
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Loesche C, Picard D, Van Hoorick B, Schuhmann I, Jäger P, Klein K, Schuhler C, Thoma G, Markert C, Poller B, Zamurovic N, Weiss HM, Otto H, Fink M, Röhn TA. LTA4H inhibitor LYS006: Clinical PK/PD and safety in a randomized phase I clinical trial. Clin Transl Sci 2024; 17:e13724. [PMID: 38407540 PMCID: PMC10837484 DOI: 10.1111/cts.13724] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 12/13/2023] [Accepted: 12/26/2023] [Indexed: 02/27/2024] Open
Abstract
LYS006 is a novel, highly potent and selective, new-generation leukotriene A4 hydrolase (LTA4H) inhibitor in clinical development for the treatment of neutrophil-driven inflammatory diseases. We describe the complex pharmacokinetic to pharmacodynamic (PD) relationship in blood, plasma, and skin of LYS006-treated nonclinical species and healthy human participants. In a randomized first in human study, participants were exposed to single ascending doses up to 100 mg and multiple ascending doses up to 80 mg b.i.d.. LYS006 showed rapid absorption, overall dose proportional plasma exposure and nonlinear blood to plasma distribution caused by saturable target binding. The compound efficiently inhibited LTB4 production in human blood and skin blister cells, leading to greater than 90% predose target inhibition from day 1 after treatment initiation at doses of 20 mg b.i.d. and above. Slow re-distribution from target expressing cells resulted in a long terminal half-life and a long-lasting PD effect in ex vivo stimulated blood and skin cells despite low plasma exposures. LYS006 was well-tolerated and demonstrated a favorable safety profile up to highest doses tested, without any dose-limiting toxicity. This supported further clinical development in phase II studies in predominantly neutrophil-driven inflammatory conditions, such as hidradenitis suppurativa, inflammatory acne, and ulcerative colitis.
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Affiliation(s)
- Christian Loesche
- Translational MedicineNovartis BioMedical Research, Novartis Pharma AGBaselSwitzerland
| | - Damien Picard
- Translational MedicineNovartis BioMedical Research, Novartis Pharma AGBaselSwitzerland
- Present address:
Vaderis Therapeutics AGBaselSwitzerland
| | | | - Imelda Schuhmann
- Biomarker DevelopmentNovartis BioMedical Research, Novartis Pharma AGBaselSwitzerland
| | - Petra Jäger
- Immunology Disease AreaNovartis BioMedical Research, Novartis Pharma AGBaselSwitzerland
| | - Kai Klein
- PK SciencesNovartis BioMedical Research, Novartis Pharma AGBaselSwitzerland
| | - Carole Schuhler
- Early Development Analytics, Novartis Pharma AGBaselSwitzerland
| | - Gebhard Thoma
- Global Discovery ChemistryNovartis Biomedical Research, Novartis Pharma AGBaselSwitzerland
| | - Christian Markert
- Global Discovery ChemistryNovartis Biomedical Research, Novartis Pharma AGBaselSwitzerland
| | - Birk Poller
- PK SciencesNovartis BioMedical Research, Novartis Pharma AGBaselSwitzerland
| | | | - H. Markus Weiss
- PK SciencesNovartis BioMedical Research, Novartis Pharma AGBaselSwitzerland
| | - Heike Otto
- Immunology Disease AreaNovartis BioMedical Research, Novartis Pharma AGBaselSwitzerland
| | - Martin Fink
- Early Development Analytics, Novartis Pharma AGBaselSwitzerland
| | - Till A. Röhn
- Immunology Disease AreaNovartis BioMedical Research, Novartis Pharma AGBaselSwitzerland
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Thoma G, Markert C, Lueoend R, Miltz W, Spanka C, Bollbuck B, Wolf RM, Srinivas H, Penno CA, Kiffe M, Gajewska M, Bednarczyk D, Wieczorek G, Evans A, Beerli C, Röhn TA. Discovery of Amino Alcohols as Highly Potent, Selective, and Orally Efficacious Inhibitors of Leukotriene A4 Hydrolase. J Med Chem 2023; 66:16410-16425. [PMID: 38015154 DOI: 10.1021/acs.jmedchem.3c01866] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
The discovery of chiral amino alcohols derived from our previously disclosed clinical LTA4H inhibitor LYS006 is described. In a biochemical assay, their optical antipodes showed similar potencies, which could be rationalized by the cocrystal structures of these compounds bound to LTA4H. Despite comparable stabilities in liver microsomes, they showed distinct in vivo PK properties. Selective O-phosphorylation of the (R)-enantiomers in blood led to clearance values above the hepatic blood flow, whereas the (S)-enantiomers were unaffected and exhibited satisfactory metabolic stabilities in vivo. Introduction of two pyrazole rings led to compound (S)-2 with a more balanced distribution of polarity across the molecule, exhibiting high selectivity and excellent potency in vitro and in vivo. Furthermore, compound (S)-2 showed favorable profiles in 16-week IND-enabling toxicology studies in dogs and rats. Based on allometric scaling and potency in whole blood, compound (S)-2 has the potential for a low oral efficacious dose administered once daily.
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Affiliation(s)
- Gebhard Thoma
- Global Discovery Chemistry, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Christian Markert
- Global Discovery Chemistry, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Rainer Lueoend
- Global Discovery Chemistry, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Wolfgang Miltz
- Global Discovery Chemistry, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Carsten Spanka
- Global Discovery Chemistry, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Birgit Bollbuck
- Global Discovery Chemistry, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Romain M Wolf
- Global Discovery Chemistry, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Honnappa Srinivas
- Chemical Biology & Therapeutics, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Carlos A Penno
- Chemical Biology & Therapeutics, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Michael Kiffe
- PK Sciences, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Monika Gajewska
- PK Sciences, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Dallas Bednarczyk
- Discovery & Translational Lab, Biomedical Research, Novartis Pharma AG, 250 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States
| | - Grazyna Wieczorek
- Immunology Disease Area, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Amanda Evans
- Immunology Disease Area, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Christian Beerli
- Immunology Disease Area, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Till A Röhn
- Immunology Disease Area, Biomedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
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