1
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Loughran HM, Schirripa KM, Roecker AJ, Breslin MJ, Tong L, Fillgrove KL, Kuo Y, Bleasby K, Collier H, Altman MD, Ford MC, Newman JA, Drolet RE, Cosden M, Jinn S, Flick RB, Liu X, Minnick C, Watt ML, Lemaire W, Burlein C, Adam GC, Austin LA, Marcus JN, Smith SM, Fraley ME. Fluorinated Isoindolinone-Based Glucosylceramide Synthase Inhibitors with Low Human Dose Projections. ACS Med Chem Lett 2024; 15:123-131. [PMID: 38229758 PMCID: PMC10788949 DOI: 10.1021/acsmedchemlett.3c00436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 12/12/2023] [Accepted: 12/14/2023] [Indexed: 01/18/2024] Open
Abstract
Inhibition of glucosylceramide synthase (GCS) has been proposed as a therapeutic strategy for the treatment of Parkinson's Disease (PD), particularly in patients where glycosphingolipid accumulation and lysosomal impairment are thought to be contributing to disease progression. Herein, we report the late-stage optimization of an orally bioavailable and CNS penetrant isoindolinone class of GCS inhibitors. Starting from advanced lead 1, we describe efforts to identify an improved compound with a lower human dose projection, minimal P-glycoprotein (P-gp) efflux, and acceptable pregnane X receptor (PXR) profile through fluorine substitution. Our strategy involved the use of predicted volume ligand efficiency to advance compounds with greater potential for low human doses down our screening funnel. We also applied minimized electrostatic potentials (Vmin) calculations for hydrogen bond acceptor sites to rationalize P-gp SAR. Together, our strategies enabled the alignment of a lower human dose with reduced P-gp efflux, and favorable PXR selectivity for the discovery of compound 12.
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Affiliation(s)
| | | | | | | | - Ling Tong
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | | | - Yuhsin Kuo
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | - Kelly Bleasby
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | - Hannah Collier
- Merck
& Co., Inc., Rahway, New Jersey 07065, United States
| | | | - Melissa C. Ford
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | | | - Robert E. Drolet
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | - Mali Cosden
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | - Sarah Jinn
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | | | - Xiaomei Liu
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | | | - Marla L. Watt
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | - Wei Lemaire
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | | | - Gregory C. Adam
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | - Lauren A. Austin
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | - Jacob N. Marcus
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | - Sean M. Smith
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
| | - Mark E. Fraley
- Merck
& Co., Inc., West Point, Pennsylvania 19486, United States
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2
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Ohba Y, Adachi K, Furukawa T, Nishimaru T, Sakurai K, Masuo R, Inami T, Orita T, Akai S, Adachi T, Usui K, Hamada Y, Mori M, Kurimoto T, Wakashima T, Akiyama Y, Miyazaki S, Noji S. Discovery of Novel NLRP3 Inflammasome Inhibitors Composed of an Oxazole Scaffold Bearing an Acylsulfamide. ACS Med Chem Lett 2023; 14:1833-1838. [PMID: 38116417 PMCID: PMC10726461 DOI: 10.1021/acsmedchemlett.3c00433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 10/22/2023] [Accepted: 11/07/2023] [Indexed: 12/21/2023] Open
Abstract
The NLRP3 inflammasome plays an important role in the defense mechanism of the innate immune system and has recently attracted much attention as a drug target for various inflammatory disorders. Among the strategies for generating the novel chemotype in current drug discovery, scaffold hopping and bioisosteric replacement are known to be attractive approaches. As the results of our medicinal chemistry campaign, which involved exploration of core motifs using a ring closing approach, a five-membered oxazole-based scaffold was identified, and subsequent implementation of bioisosteric replacement led to discovery of a novel chemical class of NLRP3 inflammasome inhibitor bearing the acylsulfamide group. Further optimization of aniline and sulfamide moieties to improve potency in human whole blood assay led to the identification of the orally bioactive compound 32 in the LPS challenge model. Furthermore, compound 32 attenuated kidney injury in adriamycin-induced glomerulonephritis in mice. These investigations indicated that the NLRP3 inhibitor could be a potential therapeutic agent for glomerulonephritis.
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Affiliation(s)
- Yusuke Ohba
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Kaoru Adachi
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Takayuki Furukawa
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Tatsuya Nishimaru
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Kentaro Sakurai
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Ritsuki Masuo
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Tasuku Inami
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Takuya Orita
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Shota Akai
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Tsuyoshi Adachi
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Kenji Usui
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Yuji Hamada
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Mutsuki Mori
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Takafumi Kurimoto
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Takeshi Wakashima
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Yoshiyuki Akiyama
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Susumu Miyazaki
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
| | - Satoru Noji
- Central Pharmaceutical Research Institute, Japan Tobacco Inc., 1-1, Murasaki-cho, Takatsuki Osaka 569-1125, Japan
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3
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Meanwell NA. The pyridazine heterocycle in molecular recognition and drug discovery. Med Chem Res 2023; 32:1-69. [PMID: 37362319 PMCID: PMC10015555 DOI: 10.1007/s00044-023-03035-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 02/06/2023] [Indexed: 03/17/2023]
Abstract
The pyridazine ring is endowed with unique physicochemical properties, characterized by weak basicity, a high dipole moment that subtends π-π stacking interactions and robust, dual hydrogen-bonding capacity that can be of importance in drug-target interactions. These properties contribute to unique applications in molecular recognition while the inherent polarity, low cytochrome P450 inhibitory effects and potential to reduce interaction of a molecule with the cardiac hERG potassium channel add additional value in drug discovery and development. The recent approvals of the gonadotropin-releasing hormone receptor antagonist relugolix (24) and the allosteric tyrosine kinase 2 inhibitor deucravacitinib (25) represent the first examples of FDA-approved drugs that incorporate a pyridazine ring. In this review, the properties of the pyridazine ring are summarized in comparison to the other azines and its potential in drug discovery is illustrated through vignettes that explore applications that take advantage of the inherent physicochemical properties as an approach to solving challenges associated with candidate optimization. Graphical Abstract
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4
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Roecker AJ, Schirripa KM, Loughran HM, Tong L, Liang T, Fillgrove KL, Kuo Y, Bleasby K, Collier H, Altman MD, Ford MC, Drolet RE, Cosden M, Jinn S, Hatcher NG, Yao L, Kandebo M, Vardigan JD, Flick RB, Liu X, Minnick C, Price LA, Watt ML, Lemaire W, Burlein C, Adam GC, Austin LA, Marcus JN, Smith SM, Fraley ME. Pyrazole Ureas as Low Dose, CNS Penetrant Glucosylceramide Synthase Inhibitors for the Treatment of Parkinson's Disease. ACS Med Chem Lett 2023; 14:146-155. [PMID: 36793422 PMCID: PMC9923837 DOI: 10.1021/acsmedchemlett.2c00441] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 01/04/2023] [Indexed: 01/13/2023] Open
Abstract
Parkinson's disease is the second most prevalent progressive neurodegenerative disorder characterized by the loss of dopaminergic neurons in the substantia nigra. Loss-of-function mutations in GBA, the gene that encodes for the lysosomal enzyme glucosylcerebrosidase, are a major genetic risk factor for the development of Parkinson's disease potentially through the accumulation of glucosylceramide and glucosylsphingosine in the CNS. A therapeutic strategy to reduce glycosphingolipid accumulation in the CNS would entail inhibition of the enzyme responsible for their synthesis, glucosylceramide synthase (GCS). Herein, we report the optimization of a bicyclic pyrazole amide GCS inhibitor discovered through HTS to low dose, oral, CNS penetrant, bicyclic pyrazole urea GCSi's with in vivo activity in mouse models and ex vivo activity in iPSC neuronal models of synucleinopathy and lysosomal dysfunction. This was accomplished through the judicious use of parallel medicinal chemistry, direct-to-biology screening, physics-based rationalization of transporter profiles, pharmacophore modeling, and use a novel metric: volume ligand efficiency.
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Affiliation(s)
- Anthony J. Roecker
- Discovery
Chemistry, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Kathy M. Schirripa
- Discovery
Chemistry, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - H. Marie Loughran
- Discovery
Chemistry, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Ling Tong
- Discovery
Chemistry, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Tao Liang
- Discovery
Process Chemistry, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Kerry L. Fillgrove
- ADME
& Discovery Toxicology, Merck &
Co., Inc., West Point, Pennsylvania 19486, United States
| | - Yuhsin Kuo
- ADME
& Discovery Toxicology, Merck &
Co., Inc., West Point, Pennsylvania 19486, United States
| | - Kelly Bleasby
- ADME
Transporters, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Hannah Collier
- ADME
Transporters, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Michael D. Altman
- Computational
and Structural Chemistry, Merck & Co.,
Inc., Boston, Massachusetts 02115, United States
| | - Melissa C. Ford
- Computational
and Structural Chemistry, Merck & Co.,
Inc., Boston, Massachusetts 02115, United States
| | - Robert E. Drolet
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Mali Cosden
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Sarah Jinn
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Nathan G. Hatcher
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Lihang Yao
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Monika Kandebo
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Joshua D. Vardigan
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Rosemarie B. Flick
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Xiaomei Liu
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Christina Minnick
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Laura A. Price
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Marla L. Watt
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Wei Lemaire
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Christine Burlein
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Gregory C. Adam
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Lauren A. Austin
- Discovery
Pharmaceutical Sciences, Merck & Co.,
Inc., West Point, Pennsylvania 19486, United States
| | - Jacob N. Marcus
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Sean M. Smith
- Discovery
Biology, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
| | - Mark E. Fraley
- Discovery
Chemistry, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
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5
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Storer MC, Hunter CA. The surface site interaction point approach to non-covalent interactions. Chem Soc Rev 2022; 51:10064-10082. [PMID: 36412990 DOI: 10.1039/d2cs00701k] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The functional properties of molecular systems are generally determined by the sum of many weak non-covalent interactions, and therefore methods for predicting the relative magnitudes of these interactions is fundamental to understanding the relationship between function and structure in chemistry, biology and materials science. This review focuses on the Surface Site Interaction Point (SSIP) approach which describes molecules as a set of points that capture the properties of all possible non-covalent interactions that the molecule might make with another molecule. The first half of the review focuses on the empirical non-covalent interaction parameters, α and β, and provides simple rules of thumb to estimate free energy changes for interactions between different types of functional group. These parameters have been used to have been used to establish a quantitative understanding of the role of solvent in solution phase equilibria, and to describe non-covalent interactions at the interface between macroscopic surfaces as well as in the solid state. The second half of the review focuses on a computational approach for obtaining SSIPs and applications in multi-component systems where many different interactions compete. Ab initio calculation of the Molecular Electrostatic Potential (MEP) surface is used to derive an SSIP description of a molecule, where each SSIP is assigned a value equivalent to the corresponding empirical parameter, α or β. By considering the free energies of all possible pairing interactions between all SSIPs in a molecular ensemble, it is possible to calculate the speciation of all intermolecular interactions and hence predict thermodynamic properties using the SSIMPLE algorithm. SSIPs have been used to describe both the solution phase and the solid state and provide accurate predictions of partition coefficients, solvent effects on association constants for formation of intermolecular complexes, and the probability of cocrystal formation. SSIPs represent a simple and intuitive tool for describing the relationship between chemical structure and non-covalent interactions with sufficient accuracy to understand and predict the properties of complex molecular ensembles without the need for computationally expensive simulations.
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Affiliation(s)
- Maria Chiara Storer
- Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK.
| | - Christopher A Hunter
- Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK.
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6
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Pacifico R, Del Gaudio N, Bove G, Altucci L, Siragusa L, Cruciani G, Ruvo M, Bellavita R, Grieco P, Adamo MFA. Discovery of a new class of triazole based inhibitors of acetyl transferase KAT2A. J Enzyme Inhib Med Chem 2022; 37:1987-1994. [PMID: 35880250 PMCID: PMC9331200 DOI: 10.1080/14756366.2022.2097447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
We have recently developed a new synthetic methodology that provided both N-aryl-5-hydroxytriazoles and N-pyridine-4-alkyl triazoles. A selection of these products was carried through virtual screening towards targets that are contemporary and validated for drug discovery and development. This study determined a number of potential structure target dyads of which N-pyridinium-4-carboxylic-5-alkyl triazole displayed the highest score specificity towards KAT2A. Binding affinity tests of abovementioned triazole and related analogs towards KAT2A confirmed the predictions of the in-silico assay. Finally, we have run in vitro inhibition assays of selected triazoles towards KAT2A; the ensemble of binding and inhibition assays delivered pyridyl-triazoles carboxylates as the prototype of a new class of inhibitors of KAT2A.
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Affiliation(s)
- Roberta Pacifico
- Centre for Synthesis and Chemical Biology (CSCB), Department of Chemistry, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Nunzio Del Gaudio
- Department of precision medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Guglielmo Bove
- Department of precision medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Lucia Altucci
- Department of precision medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | | | - Gabriele Cruciani
- Laboratory for Chemometrics and Molecular Modeling, Department of Chemistry, Biology, and Biotechnology, University of Perugia, Perugia, Italy
| | - Menotti Ruvo
- Institute of Biostructures and Bioimaging, Consiglio Nazionale delle Ricerche, Naples, Italy
| | - Rosa Bellavita
- Department of Pharmacy, School of Medicine, University of Naples 'Federico II', Naples, Italy
| | - Paolo Grieco
- Department of Pharmacy, School of Medicine, University of Naples 'Federico II', Naples, Italy
| | - Mauro F A Adamo
- Centre for Synthesis and Chemical Biology (CSCB), Department of Chemistry, Royal College of Surgeons in Ireland, Dublin, Ireland
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7
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Kenny PW. Hydrogen-Bond Donors in Drug Design. J Med Chem 2022; 65:14261-14275. [DOI: 10.1021/acs.jmedchem.2c01147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Peter W. Kenny
- Berwick-on-Sea, North Coast Road, Blanchisseuse, Saint George, Trinidad and Tobago
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8
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Ecker AK, Levorse DA, Victor DA, Mitcheltree MJ. Bioisostere Effects on the EPSA of Common Permeability-Limiting Groups. ACS Med Chem Lett 2022; 13:964-971. [DOI: 10.1021/acsmedchemlett.2c00114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 05/17/2022] [Indexed: 11/28/2022] Open
Affiliation(s)
- Andrew K. Ecker
- Department of Discovery Chemistry, Merck & Co., Inc., Boston, Massachusetts 02115-5727, United States
| | - Dorothy A. Levorse
- Department of Analytical Research & Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Daniel A. Victor
- Department of Analytical Research & Development, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Matthew J. Mitcheltree
- Department of Discovery Chemistry, Merck & Co., Inc., Boston, Massachusetts 02115-5727, United States
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9
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Galland N, Laurence C, Le Questel JY. The p KBHX Hydrogen-Bond Basicity Scale: From Molecules to Anions. J Org Chem 2022; 87:7264-7273. [PMID: 35580340 DOI: 10.1021/acs.joc.2c00469] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The pKBHX (logarithm of complexation constant K of 4-fluorophenol with bases) hydrogen-bond basicity scale of neutral hydrogen-bond acceptors (HBAs) is extended to anionic HBAs. The scale is constructed for 26 anions through (i) the infrared measurement of K on NBu4+X- ion pairs in CCl4, (ii) the estimation of K from linear free energy relationships between measured K values and literature K values for various phenols in polar solvents, and (iii) the computation of K at the density functional theory level in CCl4. The scale extends on a 9.4 pK unit range from fluoride to tetraphenylborate. Considering a number of anions as organic functions substituted with unipolar substituents, their pKBHX values can be related to the Hammett-Taft substituent constants σ. Unipolar substituents (O- and S-) obey the same pKBHX versus σ relationships as dipolar ionic (N-N+R3) and dipolar (OH, CF3, NR2, or OR) ones for the nitrile, carbonyl, nitroso, nitro, sulfonyl, and phosphoryl functions. Like dipolar substituents, unipolar substituents at carbon and nitrogen operate by field-inductive and resonance effects, whereas substituents at sulfur and phosphorus operate only by the field-inductive effect.
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Affiliation(s)
- Nicolas Galland
- Nantes Université, CNRS, CEISAM, UMR 6230, F-44000 Nantes, France
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10
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Tortorella S, Carosati E, Sorbi G, Bocci G, Cross S, Cruciani G, Storchi L. Combining machine learning and quantum mechanics yields more chemically aware molecular descriptors for medicinal chemistry applications. J Comput Chem 2021; 42:2068-2078. [PMID: 34410004 PMCID: PMC9291213 DOI: 10.1002/jcc.26737] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 07/22/2021] [Accepted: 07/31/2021] [Indexed: 11/24/2022]
Abstract
Molecular interaction fields (MIFs), describing molecules in terms of their ability to interact with any chemical entity, are one of the most established and versatile concepts in drug discovery. Improvement of this molecular description is highly desirable for in silico drug discovery and medicinal chemistry applications. In this work, we revised a well‐established molecular mechanics' force field and applied a hybrid quantum mechanics and machine learning approach to parametrize the hydrogen‐bonding (HB) potentials of small molecules, improving this aspect of the molecular description. Approximately 66,000 molecules were chosen from available drug databases and subjected to density functional theory calculations (DFT). For each atom, the molecular electrostatic potential (EP) was extracted and used to derive new HB energy contributions; this was subsequently combined with a fingerprint‐based description of the structural environment via partial least squares modeling, enabling the new potentials to be used for molecules outside of the training set. We demonstrate that parameter prediction for molecules outside of the training set correlates with their DFT‐derived EP, and that there is correlation of the new potentials with hydrogen‐bond acidity and basicity scales. We show the newly derived MIFs vary in strength for various ring substitution in accordance with chemical intuition. Finally, we report that this derived parameter, when extended to non‐HB atoms, can also be used to estimate sites of reaction.
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Affiliation(s)
- Sara Tortorella
- Molecular Horizon srl, via Montelino 30, Bettona (Perugia), 06084, Italy
| | - Emanuele Carosati
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Perugia, Italy
| | - Giulia Sorbi
- Molecular Horizon srl, via Montelino 30, Bettona (Perugia), 06084, Italy
| | - Giovanni Bocci
- Translational Informatics Division, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, New Mexico, USA
| | | | - Gabriele Cruciani
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Perugia, Italy
| | - Loriano Storchi
- Dipartimento di Farmacia, Università G. D'Annunzio, Chieti, Italy.,Molecular Discovery Ltd, Hertfordshire, UK
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11
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Milic M, Targos K, Tellez Chavez M, Thompson MAM, Jennings JJ, Franz AK. NMR Quantification of Hydrogen-Bond-Accepting Ability for Organic Molecules. J Org Chem 2021; 86:6031-6043. [PMID: 33880918 DOI: 10.1021/acs.joc.0c02876] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The hydrogen-bond-accepting abilities for more than 100 organic molecules are quantified using 19F and 31P NMR spectroscopy with pentafluorobenzoic acid (PFBA) and phenylphosphinic acid (PPA) as commercially available, inexpensive probes. Analysis of pyridines and anilines with a variety of electronic modifications demonstrates that changes in NMR shifts can predict the secondary effects that contribute to H-bond-accepting ability, establishing the ability of PFBA and PPA binding to predict electronic trends. The H-bond-accepting abilities of various metal-chelating ligands and organocatalysts are also quantified. The measured Δδ(31P) and Δδp(19F) values correlate strongly with Hammett parameters, pKa of the protonated HBA, and proton-transfer basicity (pKBH+).
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Affiliation(s)
- Mira Milic
- Department of Chemistry, University of California, One Shields Avenue, Davis, California 95616, United States
| | - Karina Targos
- Department of Chemistry, University of California, One Shields Avenue, Davis, California 95616, United States
| | - Magda Tellez Chavez
- Department of Chemistry, University of California, One Shields Avenue, Davis, California 95616, United States
| | - Madison A M Thompson
- Department of Chemistry, University of California, One Shields Avenue, Davis, California 95616, United States
| | - Julia J Jennings
- Department of Chemistry, University of California, One Shields Avenue, Davis, California 95616, United States
| | - Annaliese K Franz
- Department of Chemistry, University of California, One Shields Avenue, Davis, California 95616, United States
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12
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Zafrani Y, Parvari G, Amir D, Ghindes-Azaria L, Elias S, Pevzner A, Fridkin G, Berliner A, Gershonov E, Eichen Y, Saphier S, Katalan S. Modulation of the H-Bond Basicity of Functional Groups by α-Fluorine-Containing Functions and its Implications for Lipophilicity and Bioisosterism. J Med Chem 2021; 64:4516-4531. [PMID: 33844540 DOI: 10.1021/acs.jmedchem.0c01868] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Modulation of the H-bond basicity (pKHB) of various functional groups (FGs) by attaching fluorine functions and its impact on lipophilicity and bioisosterism considerations are described. In general, H/F replacement at the α-position to H-bond acceptors leads to a decrease of the pKHB value, resulting, in many cases, in a dramatic increase in the compounds' lipophilicity (log Po/w). In the case of α-CF2H, we found that these properties may also be affected by intramolecular H-bonds between CF2H and the FG. A computational study of ketone and sulfone series revealed that α-fluorination can significantly affect overall polarity, charge distribution, and conformational preference. The unique case of α-di- and trifluoromethyl ketones, which exist in octanol/water phases as ketone, hemiketal, and gem-diol forms, in equilibrium, prevents direct log Po/w determination by conventional methods, and therefore, the specific log Po/w values of these species were determined directly, for the first time, using Linclau's 19F NMR-based method.
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Affiliation(s)
- Yossi Zafrani
- Department of Organic Chemistry, Israel Institute for Biological Research, Ness-Ziona 74100, Israel
| | - Galit Parvari
- Schulich Faculty of Chemistry Technion, Israel Institute of Technology, Technion City, Haifa 3200008, Israel
| | - Dafna Amir
- Department of Organic Chemistry, Israel Institute for Biological Research, Ness-Ziona 74100, Israel
| | - Lee Ghindes-Azaria
- Department of Organic Chemistry, Israel Institute for Biological Research, Ness-Ziona 74100, Israel
| | - Shlomi Elias
- Department of Organic Chemistry, Israel Institute for Biological Research, Ness-Ziona 74100, Israel
| | - Alexander Pevzner
- Department of Physical Chemistry, Israel Institute for Biological Research, Ness-Ziona 74100, Israel
| | - Gil Fridkin
- Department of Organic Chemistry, Israel Institute for Biological Research, Ness-Ziona 74100, Israel
| | - Anat Berliner
- Department of Organic Chemistry, Israel Institute for Biological Research, Ness-Ziona 74100, Israel
| | - Eytan Gershonov
- Department of Organic Chemistry, Israel Institute for Biological Research, Ness-Ziona 74100, Israel
| | - Yoav Eichen
- Schulich Faculty of Chemistry Technion, Israel Institute of Technology, Technion City, Haifa 3200008, Israel
| | - Sigal Saphier
- Department of Organic Chemistry, Israel Institute for Biological Research, Ness-Ziona 74100, Israel
| | - Shahaf Katalan
- Department of Pharmacology, Israel Institute for Biological Research, Ness-Ziona 74100, Israel
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13
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Xu L, Sun Y, Yang K, Zhao D, Wang Y, Ren S. Novel homozygous mutation of plasminogen in ligneous conjunctivitis: a case report and literature review. Ophthalmic Genet 2021; 42:105-109. [PMID: 33427557 DOI: 10.1080/13816810.2020.1867753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Background:Ligneous conjunctivitis (LC) is a rare disease characterized by the development of a wood-like pseudomembrane on the tarsal conjunctiva secondary to type I plasminogen deficiency. Here we reported on a Chinese patient with LC in a consanguineous family and performed a literature review of all reported mutations for this disease. Methods: A 13-month-old girl diagnosed with LC and her parents were included in this study. Hematoxylin and eosin staining was used to perform histopathology examination. The plasminogen activity was determined by chromogenic assay. Sanger sequencing was performed to screen the mutation site for the disease. In silico analysis was applied to predict the pathogenesis of the identified mutation. In addition, we reviewed the literatures on PLG mutations of LC. Results: Histopathology examination revealed the infiltration of inflammatory cells on membranous lesions. Plasma plasminogen activity was severely decreased in the patient and moderately decreased in her parents (patient: plasminogen activity, 2.50%; father: plasminogen activity, 41.02%; mother: plasminogen activity, 54.07%). Co-segregation analysis indicated that the patient was homozygous for the c.763 G > A (p.Glu255Lys) mutation in plasminogen gene (PLG). Bioinformatics analysis strongly suggested that the mutation was damaging for the disease. The model analysis indicated the mutation might cause abnormal spatial structure and low stability, thus affecting functional activity. A literature review of the LC mutations indicated a strong genetic heterogeneity of the disease. Conclusions: LC exhibited strong genetic heterogeneity, and our study identified a novel homozygous missense mutation of plasminogen (c.763 G > A, p.Glu255Lys) in one Chinese patient with LC.
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Affiliation(s)
- Liyan Xu
- Henan Provincial People's Hospital, Henan Eye Hospital, Henan Eye Institute, People's Hospital of Zhengzhou University, Henan University People's Hospital, Zhengzhou, China
| | - Yajie Sun
- Henan Provincial People's Hospital, Henan Eye Hospital, Henan Eye Institute, People's Hospital of Zhengzhou University, Henan University People's Hospital, Zhengzhou, China
| | - Kaili Yang
- Henan Provincial People's Hospital, Henan Eye Hospital, Henan Eye Institute, People's Hospital of Zhengzhou University, Henan University People's Hospital, Zhengzhou, China
| | - Dongqing Zhao
- Henan Provincial People's Hospital, Henan Eye Hospital, Henan Eye Institute, People's Hospital of Zhengzhou University, Henan University People's Hospital, Zhengzhou, China
| | - Yiqiang Wang
- Central Lab, Xiang'an Hospital of Xiamen University, and Eye Institute of Xiamen University, Xiamen University, Xiamen, China
| | - Shengwei Ren
- Henan Provincial People's Hospital, Henan Eye Hospital, Henan Eye Institute, People's Hospital of Zhengzhou University, Henan University People's Hospital, Zhengzhou, China
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14
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Fienberg S, Eyermann CJ, Arendse LB, Basarab GS, McPhail JA, Burke JE, Chibale K. Structural Basis for Inhibitor Potency and Selectivity of Plasmodium falciparum Phosphatidylinositol 4-Kinase Inhibitors. ACS Infect Dis 2020; 6:3048-3063. [PMID: 32966036 DOI: 10.1021/acsinfecdis.0c00566] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Plasmodium falciparum phosphatidylinositol 4-kinase (PfPI4K) has emerged as a promising new drug target for novel antimalarial therapeutics. In the absence of a reliable high-resolution three-dimensional structure, a homology model of PfPI4K was built as a tool for structure-based drug design. This homology model has been validated against three distinct chemical series of potent inhibitors using docking and energy minimizations to elucidate the interactions crucial for PI4K inhibition and potent antiplasmodium activity. Despite its potential as an antimalarial target, the similarity between PfPI4K and structurally related human kinases poses a risk for human off-target kinase activity and associated toxicity. Comparative docking between PfPI4K and human phosphoinositide kinases (PIKs) presents compelling evidence for the origins of selectivity. This in-depth analysis of the PfPI4K homology model, the binding modes of the inhibitors, and the interactions responsible for selectivity over human kinases provides a powerful template for future optimization of Plasmodium PI4K inhibitors.
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Affiliation(s)
- Stephen Fienberg
- Drug Discovery and Development Centre (H3D), University of Cape Town, Rondebosch, Cape Town 7701, South Africa
- Department of Chemistry, University of Cape Town, Rondebosch, Cape Town 7701, South Africa
| | - Charles J. Eyermann
- Drug Discovery and Development Centre (H3D), University of Cape Town, Rondebosch, Cape Town 7701, South Africa
| | - Lauren B. Arendse
- Drug Discovery and Development Centre (H3D), University of Cape Town, Rondebosch, Cape Town 7701, South Africa
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town Faculty of Health Science, Observatory, Cape Town 7935, South Africa
| | - Gregory S. Basarab
- Drug Discovery and Development Centre (H3D), University of Cape Town, Rondebosch, Cape Town 7701, South Africa
| | - Jacob A. McPhail
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, British Columbia V8W 2Y2, Canada
| | - John E. Burke
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, British Columbia V8W 2Y2, Canada
| | - Kelly Chibale
- Drug Discovery and Development Centre (H3D), University of Cape Town, Rondebosch, Cape Town 7701, South Africa
- Department of Chemistry, University of Cape Town, Rondebosch, Cape Town 7701, South Africa
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town Faculty of Health Science, Observatory, Cape Town 7935, South Africa
- South African Medical Research Council Drug Discovery and Development Research Unit, University of Cape Town, Rondebosch, Cape Town 7701, South Africa
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15
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Borthwick AD, Goncalves MB, Corcoran JPT. Recent advances in the design of RAR α and RAR β agonists as orally bioavailable drugs. A review. Bioorg Med Chem 2020; 28:115664. [PMID: 33069074 PMCID: PMC7588594 DOI: 10.1016/j.bmc.2020.115664] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 07/19/2020] [Accepted: 07/22/2020] [Indexed: 11/15/2022]
Abstract
Retinoic acid receptors (RARs) α, β, and γ are members of the nuclear receptor superfamily. Compounds which bind to and activate the RARs are termed retinoids which regulate a wide variety of biological processes such as vertebrate embryonic morphogenesis and organogenesis, cell growth arrest, differentiation, and apoptosis, as well as their disorders. Although many synthetic selective RARα, RARβ, and RARγ agonists have been designed and prepared, these have generally been lipophilic acids without good drug-like properties and with low oral bioavailability. Recently this has been changing and drug design approaches to highly potent and selective RARα and RARβ agonists with low lipophilicity that are orally bioavailable and less toxic have been developed, that have a range of potential therapeutic uses. This review covers these new advances.
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Affiliation(s)
| | - Maria B Goncalves
- Neuroscience Drug Discovery Unit, Wolfson Centre for Age-Related Diseases, Guy's Campus, King's College, London SE1 1UL, UK
| | - Jonathan P T Corcoran
- Neuroscience Drug Discovery Unit, Wolfson Centre for Age-Related Diseases, Guy's Campus, King's College, London SE1 1UL, UK.
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16
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Synthetic Strategies, Reactivity and Applications of 1,5-Naphthyridines. Molecules 2020; 25:molecules25143252. [PMID: 32708796 PMCID: PMC7397193 DOI: 10.3390/molecules25143252] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 07/11/2020] [Accepted: 07/15/2020] [Indexed: 11/17/2022] Open
Abstract
This review covers the synthesis and reactivity of 1,5-naphthyridine derivatives published in the last 18 years. These heterocycles present a significant importance in the field of medicinal chemistry because many of them exhibit a great variety of biological activities. First, the published strategies related to the synthesis of 1,5-naphthyridines are presented followed by the reactivity of these compounds with electrophilic or nucleophilic reagents, in oxidations, reductions, cross-coupling reactions, modification of side chains or formation of metal complexes. Finally, some properties and applications of these heterocycles studied during this period are examined.
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17
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Cheng E, Zeng Y, Huang Y, Su T, Yang Y, Peng L, Li J. A LSER-based model to predict the solubilizing effect of drugs by inclusion with cucurbit[7]uril. RSC Adv 2020; 10:24542-24548. [PMID: 35516210 PMCID: PMC9055158 DOI: 10.1039/d0ra03394d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 06/18/2020] [Indexed: 01/19/2023] Open
Abstract
A large number of traditional drugs and the development of new drugs often encounter the problem of poor water solubility. Cucurbit[7]uril, a novel macrocyclic host, has attracted great interest in this field. Investigating the solubilizing effect of drugs by inclusion with cucurbit[7]uril could provide guidance for drug solubilization. In this work, the interactions of drugs with cucurbit[7]uril, drugs with water and the inclusion complexes with water, and the properties of drugs and inclusion complexes, are considered to establish a linear solvation energy relationships (LSER)-based model. This model could be applied to predicting the solubility of drugs with cucurbit[7]uril in water. Density functional theory (DFT) is employed to obtain the properties and interaction parameters. The multi-parameter solubility model obtained by stepwise regression shows good fitting and predicting results. And the surface area of inclusion complexes (A 3), the LUMO energy of inclusion complexes (E 3LUMO), the polarity index of inclusion complexes (I 3), the electronegativity of drugs (χ 1), and the oil-water partition coefficient of drugs (log p 1w) are effective parameters related to the solubilization of drugs with cucurbit[7]uril. Futhermore, the model could be extended to calculate the solubilizing effect of other macrocycles.
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Affiliation(s)
- Enping Cheng
- College of Chemistry and Chemical Engineering, Xiamen University Xiamen 361005 China +86-592-2183055
| | - Yangyan Zeng
- College of Chemistry and Chemical Engineering, Xiamen University Xiamen 361005 China +86-592-2183055
| | - Yan Huang
- College of Chemistry and Chemical Engineering, Xiamen University Xiamen 361005 China +86-592-2183055
| | - Tiezhu Su
- College of Chemistry and Chemical Engineering, Xiamen University Xiamen 361005 China +86-592-2183055
| | - Yang Yang
- College of Chemistry and Chemical Engineering, Xiamen University Xiamen 361005 China +86-592-2183055
| | - Li Peng
- College of Chemistry and Chemical Engineering, Xiamen University Xiamen 361005 China +86-592-2183055
| | - Jun Li
- College of Chemistry and Chemical Engineering, Xiamen University Xiamen 361005 China +86-592-2183055
- Collaborative Innovation Center of Chemistry for Energy Materials Xiamen 361005 China
- National Engineering Laboratory for Green Chemical Productions of Alcohols, Ethers and Esters Xiamen 361005 China
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18
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Schnider P, Bissantz C, Bruns A, Dolente C, Goetschi E, Jakob-Roetne R, Künnecke B, Mueggler T, Muster W, Parrott N, Pinard E, Ratni H, Risterucci C, Rogers-Evans M, von Kienlin M, Grundschober C. Discovery of Balovaptan, a Vasopressin 1a Receptor Antagonist for the Treatment of Autism Spectrum Disorder. J Med Chem 2020; 63:1511-1525. [PMID: 31951127 DOI: 10.1021/acs.jmedchem.9b01478] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
We recently reported the discovery of a potent, selective, and brain-penetrant V1a receptor antagonist, which was not suitable for full development. Nevertheless, this compound was found to improve surrogates of social behavior in adults with autism spectrum disorder in an exploratory proof-of-mechanism study. Here we describe scaffold hopping that gave rise to triazolobenzodiazepines with improved pharmacokinetic properties. The key to balancing potency and selectivity while minimizing P-gp mediated efflux was fine-tuning of hydrogen bond acceptor basicity. Ascertaining a V1a antagonist specific brain activity pattern by pharmacological magnetic resonance imaging in the rat played a seminal role in guiding optimization efforts, culminating in the discovery of balovaptan (RG7314, RO5285119) 1. In a 12-week clinical phase 2 study in adults with autism spectrum disorder balovaptan demonstrated improvements in Vineland-II Adaptive Behavior Scales, a secondary end point comprising communication, socialization, and daily living skills. Balovaptan entered phase 3 clinical development in August 2018.
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Affiliation(s)
- Patrick Schnider
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Caterina Bissantz
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Andreas Bruns
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Cosimo Dolente
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Erwin Goetschi
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Roland Jakob-Roetne
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Basil Künnecke
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Thomas Mueggler
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Wolfgang Muster
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Neil Parrott
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Emmanuel Pinard
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Hasane Ratni
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Céline Risterucci
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Mark Rogers-Evans
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Markus von Kienlin
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
| | - Christophe Grundschober
- Pharmaceutical Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , 4070 Basel , Switzerland
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19
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Rathi PC, Ludlow RF, Verdonk ML. Practical High-Quality Electrostatic Potential Surfaces for Drug Discovery Using a Graph-Convolutional Deep Neural Network. J Med Chem 2019; 63:8778-8790. [PMID: 31553186 DOI: 10.1021/acs.jmedchem.9b01129] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Inspecting protein and ligand electrostatic potential (ESP) surfaces in order to optimize electrostatic complementarity is a key activity in drug design. These ESP surfaces need to reflect the true electrostatic nature of the molecules, which typically means time-consuming high-level quantum mechanics (QM) calculations are required. For interactive design much faster alternative methods are required. Here, we present a graph convolutional deep neural network (DNN) model, trained on ESP surfaces derived from high quality QM calculations, that generates ESP surfaces for ligands in a fraction of a second. Additionally, we describe a method for constructing fast QM-trained ESP surfaces for proteins. We show that the DNN model generates ESP surfaces that are in good agreement with QM and that the ESP values correlate well with experimental properties relevant to medicinal chemistry. We believe that these high-quality, interactive ESP surfaces form a powerful tool for driving drug discovery programs forward. The trained model and associated code are available from https://github.com/AstexUK/ESP_DNN.
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Affiliation(s)
- Prakash Chandra Rathi
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, United Kingdom
| | - R Frederick Ludlow
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, United Kingdom
| | - Marcel L Verdonk
- Astex Pharmaceuticals, 436 Cambridge Science Park, Milton Road, Cambridge CB4 0QA, United Kingdom
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20
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Bauer CA, Schneider G, Göller AH. Machine learning models for hydrogen bond donor and acceptor strengths using large and diverse training data generated by first-principles interaction free energies. J Cheminform 2019; 11:59. [PMID: 33430967 PMCID: PMC6737620 DOI: 10.1186/s13321-019-0381-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 08/10/2019] [Indexed: 02/06/2023] Open
Abstract
We present machine learning (ML) models for hydrogen bond acceptor (HBA) and hydrogen bond donor (HBD) strengths. Quantum chemical (QC) free energies in solution for 1:1 hydrogen-bonded complex formation to the reference molecules 4-fluorophenol and acetone serve as our target values. Our acceptor and donor databases are the largest on record with 4426 and 1036 data points, respectively. After scanning over radial atomic descriptors and ML methods, our final trained HBA and HBD ML models achieve RMSEs of 3.8 kJ mol-1 (acceptors), and 2.3 kJ mol-1 (donors) on experimental test sets, respectively. This performance is comparable with previous models that are trained on experimental hydrogen bonding free energies, indicating that molecular QC data can serve as substitute for experiment. The potential ramifications thereof could lead to a full replacement of wetlab chemistry for HBA/HBD strength determination by QC. As a possible chemical application of our ML models, we highlight our predicted HBA and HBD strengths as possible descriptors in two case studies on trends in intramolecular hydrogen bonding.
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Affiliation(s)
- Christoph A Bauer
- Department of Chemistry and Applied Biosciences, Swiss Federal Institute of Technology (ETH), 8093, Zurich, Switzerland
| | - Gisbert Schneider
- Department of Chemistry and Applied Biosciences, Swiss Federal Institute of Technology (ETH), 8093, Zurich, Switzerland.
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21
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Slobodyanyuk EY, Berezowska YL, Solomin VV, Volochnyuk DM, Rozhenko AB, Ryabukhin SV, Grygorenko OO. Formation of 10/12/14-Membered Rings is Favored over 5/6/7-Membered. An Unexpected Result from Oxazole Chemistry. European J Org Chem 2019. [DOI: 10.1002/ejoc.201900914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Evgeniy Y. Slobodyanyuk
- Enamine Ltd.; Chervonotkatska Street 78 02094 Kyiv Ukraine
- Institute of Organic Chemistry; National Academy of Sciences of Ukraine; Murmanska Street 5 02660 Kyiv Ukraine
| | - Yulia L. Berezowska
- Enamine Ltd.; Chervonotkatska Street 78 02094 Kyiv Ukraine
- Institute of Organic Chemistry; National Academy of Sciences of Ukraine; Murmanska Street 5 02660 Kyiv Ukraine
| | | | - Dmitriy M. Volochnyuk
- Enamine Ltd.; Chervonotkatska Street 78 02094 Kyiv Ukraine
- Institute of Organic Chemistry; National Academy of Sciences of Ukraine; Murmanska Street 5 02660 Kyiv Ukraine
| | - Alexander B. Rozhenko
- Institute of Organic Chemistry; National Academy of Sciences of Ukraine; Murmanska Street 5 02660 Kyiv Ukraine
| | - Sergey V. Ryabukhin
- Enamine Ltd.; Chervonotkatska Street 78 02094 Kyiv Ukraine
- Taras Shevchenko National University of Kyiv; Volodymyrska Street 60 01601 Kyiv Ukraine
| | - Oleksandr O. Grygorenko
- Enamine Ltd.; Chervonotkatska Street 78 02094 Kyiv Ukraine
- Taras Shevchenko National University of Kyiv; Volodymyrska Street 60 01601 Kyiv Ukraine
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22
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Bauer CA. How to Model Inter- and Intramolecular Hydrogen Bond Strengths with Quantum Chemistry. J Chem Inf Model 2019; 59:3735-3743. [DOI: 10.1021/acs.jcim.9b00132] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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23
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da Silva VBR, Boucherle B, El-Methni J, Hoffmann B, da Silva AL, Fortune A, de Lima MDCA, Thomas A. Could we expect new praziquantel derivatives? A meta pharmacometrics/pharmacoinformatics analysis of all antischistosomal praziquantel derivatives found in the literature. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2019; 30:383-401. [PMID: 31144535 DOI: 10.1080/1062936x.2019.1607898] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Accepted: 04/11/2019] [Indexed: 06/09/2023]
Abstract
Praziquantel (PZQ) is the first line drug for the treatment of human Schistosoma spp. worm infections. However, it suffers from low activity towards immature stages of the worm, and its prolonged use induces resistance/tolerance. During the last 40 years, 263 PZQ analogues have been synthesized and tested against Schistosoma spp. worms, but less than 10% of them showed significant activity. Here, we propose a rationalization of the chemical space of the PZQ derivatives by a ligand-based approach. First, we constructed an in-house database with all PZQ derivatives available in the literature. This analysis shows a high heterogeneity in the data. Fortunately, all studies include PZQ as a reference, permitting the classification of compounds into three classes according to their activities. Models involving ligand-based pharmacophore and logistic regression were performed. Five physicochemical parameters were identified as the best to explain the biological activity. In the end, we proposed new PZQ derivatives with modifications at positions 1 and 7, we analysed them with our models, and we observed that they can be more active than the previously synthesized derivatives. The main goal of this work was to conduct the most valuable meta-pharmacometrics/pharmacoinformatics analysis with all Praziquantel medicinal chemistry data available in the literature.
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Affiliation(s)
- V B Ribeiro da Silva
- a CNRS, DPM , Université Grenoble Alpes , Grenoble , France
- b Departamento de Antibióticos (DANTI) , Universidade Federal de Pernambuco (UFPE) , Recife , Brazil
| | - B Boucherle
- a CNRS, DPM , Université Grenoble Alpes , Grenoble , France
| | - J El-Methni
- c MAP5, UMR CNRS , Université Paris Descartes, Sorbonne Paris Cité , Paris , France
| | - B Hoffmann
- d UMR CNRS 7590, Museum National d'Histoire Naturelle, IRD UMR 206, IUC, IMPMC , Sorbonne Universités, UPMC Univ Paris , Paris , France
| | - A L da Silva
- e Universidade Federal do Vale do São Francisco, Univasf, Campus Paulo Afonso , Paulo Afonso , Brazil
| | - A Fortune
- a CNRS, DPM , Université Grenoble Alpes , Grenoble , France
| | - M do Carmo Alves de Lima
- b Departamento de Antibióticos (DANTI) , Universidade Federal de Pernambuco (UFPE) , Recife , Brazil
| | - A Thomas
- a CNRS, DPM , Université Grenoble Alpes , Grenoble , France
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High-throughput hydrogen bond strength calculation and its applications in optimizing drug ADME properties. Future Med Chem 2019; 11:511-524. [PMID: 30892942 DOI: 10.4155/fmc-2018-0470] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
AIM Modifying the molecule's intrinsic hydrogen bond strength (HBS) is a useful approach in optimizing its permeability and P-glycoprotein (P-gp) efflux. Quantum mechanics (QM) based computation has been utilized to estimate the molecular intrinsic HBS. Despite its usefulness, the computation is time consuming for a large set of molecules. METHODOLOGY/RESULTS We introduced a fragment-based high-throughput HBS calculation method and validated it with internal and external datasets. Examples have been presented where the P-gp efflux and permeability can be optimized by modulating calculated HBS. CONCLUSION The results will enable medicinal chemists to calculate HBS in a high-throughput manner while optimizing permeability and P-gp efflux. This will further improve the efficiency of balancing multiple properties during drug discovery process.
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Heidrich J, Exner TE, Boeckler FM. Predicting the Magnitude of σ-Holes Using VmaxPred, a Fast and Efficient Tool Supporting the Application of Halogen Bonds in Drug Discovery. J Chem Inf Model 2018; 59:636-643. [DOI: 10.1021/acs.jcim.8b00622] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Johannes Heidrich
- Molecular Design and Pharmaceutical Biophysics, Institute of Pharmaceutical Sciences, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
| | - Thomas E. Exner
- Molecular Design and Pharmaceutical Biophysics, Institute of Pharmaceutical Sciences, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
- Center for Bioinformatics Tübingen (ZBIT), Eberhard Karls University Tübingen, Sand 1, 72076 Tübingen, Germany
| | - Frank M. Boeckler
- Molecular Design and Pharmaceutical Biophysics, Institute of Pharmaceutical Sciences, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
- Center for Bioinformatics Tübingen (ZBIT), Eberhard Karls University Tübingen, Sand 1, 72076 Tübingen, Germany
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26
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Bauer CA, Schneider G, Göller AH. Gaussian Process Regression Models for the Prediction of Hydrogen Bond Acceptor Strengths. Mol Inform 2018; 38:e1800115. [DOI: 10.1002/minf.201800115] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 10/16/2018] [Indexed: 12/12/2022]
Affiliation(s)
- Christoph A. Bauer
- Swiss Federal Institute of Technology (ETH)Department of Chemistry and Applied Biosciences 8093 Zurich Switzerland
| | - Gisbert Schneider
- Swiss Federal Institute of Technology (ETH)Department of Chemistry and Applied Biosciences 8093 Zurich Switzerland
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27
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Vázquez J, Deplano A, Herrero A, Ginex T, Gibert E, Rabal O, Oyarzabal J, Herrero E, Luque FJ. Development and Validation of Molecular Overlays Derived from Three-Dimensional Hydrophobic Similarity with PharmScreen. J Chem Inf Model 2018; 58:1596-1609. [PMID: 30010337 DOI: 10.1021/acs.jcim.8b00216] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Molecular alignment is a standard procedure for three-dimensional (3D) similarity measurements and pharmacophore elucidation. This process is influenced by several factors, such as the physicochemical descriptors utilized to account for the molecular determinants of biological activity and the reference templates. Relying on the hypothesis that the maximal achievable binding affinity for a drug-like molecule is largely due to desolvation, we explore a novel strategy for 3D molecular overlays that exploits the partitioning of molecular hydrophobicity into atomic contributions in conjunction with information about the distribution of hydrogen-bond (HB) donor/acceptor groups. A brief description of the method, as implemented in the software package PharmScreen, including the derivation of the fractional hydrophobic contributions within the quantum mechanical version of the Miertus-Scrocco-Tomasi (MST) continuum model, and the procedure utilized for the optimal superposition between molecules, is presented. The computational procedure is calibrated by using a data set of 402 molecules pertaining to 14 distinct targets taken from the literature and validated against the AstraZeneca test, which comprises 121 experimentally derived sets of molecular overlays. The results point out the suitability of the MST-based hydrophobic parameters for generating molecular overlays, as correct predictions were obtained for 94%, 79%, and 54% of the molecules classified into easy, moderate, and hard sets, respectively. Moreover, the results point out that this accuracy is attained at a much lower degree of identity between the templates used by hydrophobic/HB fields and electrostatic/steric ones. These findings support the usefulness of the hydrophobic/HB descriptors to generate complementary overlays that may be valuable to rationalize structure-activity relationships and for virtual screening campaigns.
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Affiliation(s)
- Javier Vázquez
- Pharmacelera , Plaça Pau Vila, 1, Sector C 2a , Edifici Palau de Mar, Barcelona 08039 , Spain.,Department of Nutrition, Food Science and Gastronomy, Faculty of Pharmacy and Food Sciences, Institute of Biomedicine (IBUB), and Institute of Theoretical and Computational Chemistry (IQTC-UB) , University of Barcelona , Av. Prat de la Riba 171 , Santa Coloma de Gramenet E-08921 , Spain
| | - Alessandro Deplano
- Pharmacelera , Plaça Pau Vila, 1, Sector C 2a , Edifici Palau de Mar, Barcelona 08039 , Spain
| | - Albert Herrero
- Pharmacelera , Plaça Pau Vila, 1, Sector C 2a , Edifici Palau de Mar, Barcelona 08039 , Spain
| | - Tiziana Ginex
- Department of Nutrition, Food Science and Gastronomy, Faculty of Pharmacy and Food Sciences, Institute of Biomedicine (IBUB), and Institute of Theoretical and Computational Chemistry (IQTC-UB) , University of Barcelona , Av. Prat de la Riba 171 , Santa Coloma de Gramenet E-08921 , Spain
| | - Enric Gibert
- Pharmacelera , Plaça Pau Vila, 1, Sector C 2a , Edifici Palau de Mar, Barcelona 08039 , Spain
| | - Obdulia Rabal
- Small Molecule Discovery Platform, Molecular Therapeutics Program, Center for Applied Medical Research (CIMA) , University of Navarra , Avda. Pio XII 55 , Pamplona E-31008 , Spain
| | - Julen Oyarzabal
- Small Molecule Discovery Platform, Molecular Therapeutics Program, Center for Applied Medical Research (CIMA) , University of Navarra , Avda. Pio XII 55 , Pamplona E-31008 , Spain
| | - Enric Herrero
- Pharmacelera , Plaça Pau Vila, 1, Sector C 2a , Edifici Palau de Mar, Barcelona 08039 , Spain
| | - F Javier Luque
- Department of Nutrition, Food Science and Gastronomy, Faculty of Pharmacy and Food Sciences, Institute of Biomedicine (IBUB), and Institute of Theoretical and Computational Chemistry (IQTC-UB) , University of Barcelona , Av. Prat de la Riba 171 , Santa Coloma de Gramenet E-08921 , Spain
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28
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Wang T, Ueda Y, Zhang Z, Yin Z, Matiskella J, Pearce BC, Yang Z, Zheng M, Parker DD, Yamanaka GA, Gong YF, Ho HT, Colonno RJ, Langley DR, Lin PF, Meanwell NA, Kadow JF. Discovery of the Human Immunodeficiency Virus Type 1 (HIV-1) Attachment Inhibitor Temsavir and Its Phosphonooxymethyl Prodrug Fostemsavir. J Med Chem 2018; 61:6308-6327. [PMID: 29920093 DOI: 10.1021/acs.jmedchem.8b00759] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The optimization of the 4-methoxy-6-azaindole series of HIV-1 attachment inhibitors (AIs) that originated with 1 to deliver temsavir (3, BMS-626529) is described. The most beneficial increases in potency and pharmacokinetic (PK) properties were attained by incorporating N-linked, sp2-hybridized heteroaryl rings at the 7-position of the heterocyclic nucleus. Compounds that adhered to a coplanarity model afforded targeted antiviral potency, leading to the identification of 3 with characteristics that provided for targeted exposure and PK properties in three preclinical species. However, the physical properties of 3 limited plasma exposure at higher doses, both in preclinical studies and in clinical trials as the result of dissolution- and/or solubility-limited absorption, a deficiency addressed by the preparation of the phosphonooxymethyl prodrug 4 (BMS-663068, fostemsavir). An extended-release formulation of 4 is currently in phase III clinical trials where it has shown promise as part of a drug combination therapy in highly treatment-experienced HIV-1 infected patients.
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29
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Meanwell NA. Fluorine and Fluorinated Motifs in the Design and Application of Bioisosteres for Drug Design. J Med Chem 2018; 61:5822-5880. [PMID: 29400967 DOI: 10.1021/acs.jmedchem.7b01788] [Citation(s) in RCA: 1342] [Impact Index Per Article: 223.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The electronic properties and relatively small size of fluorine endow it with considerable versatility as a bioisostere and it has found application as a substitute for lone pairs of electrons, the hydrogen atom, and the methyl group while also acting as a functional mimetic of the carbonyl, carbinol, and nitrile moieties. In this context, fluorine substitution can influence the potency, conformation, metabolism, membrane permeability, and P-gp recognition of a molecule and temper inhibition of the hERG channel by basic amines. However, as a consequence of the unique properties of fluorine, it features prominently in the design of higher order structural metaphors that are more esoteric in their conception and which reflect a more sophisticated molecular construction that broadens biological mimesis. In this Perspective, applications of fluorine in the construction of bioisosteric elements designed to enhance the in vitro and in vivo properties of a molecule are summarized.
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Affiliation(s)
- Nicholas A Meanwell
- Discovery Chemistry and Molecular Technologies Bristol-Myers Squibb Research and Development P.O. Box 4000, Princeton , New Jersey 08543-4000 , United States
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30
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Degorce SL, Anjum R, Dillman KS, Drew L, Groombridge SD, Halsall CT, Lenz EM, Lindsay NA, Mayo MF, Pink JH, Robb GR, Scott JS, Stokes S, Xue Y. Optimization of permeability in a series of pyrrolotriazine inhibitors of IRAK4. Bioorg Med Chem 2018; 26:913-924. [DOI: 10.1016/j.bmc.2018.01.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 01/10/2018] [Accepted: 01/12/2018] [Indexed: 10/18/2022]
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31
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Almeida MO, Costa CHS, Gomes GC, Lameira J, Alves CN, Honorio KM. Computational analyses of interactions between ALK-5 and bioactive ligands: insights for the design of potential anticancer agents. J Biomol Struct Dyn 2017; 36:4010-4022. [PMID: 29132261 DOI: 10.1080/07391102.2017.1404938] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Activin Receptor-Like Kinase 5 (ALK-5) is related to some types of cancer, such as breast, lung, and pancreas. In this study, we have used molecular docking, molecular dynamics simulations, and free energy calculations in order to explore key interactions between ALK-5 and six bioactive ligands with different ranges of biological activity. The motivation of this work is the lack of crystal structure for inhibitor-protein complexes for this set of ligands. The understanding of the molecular structure and the protein-ligand interaction could give support for the development of new drugs against cancer. The results show that the calculated binding free energy using MM-GBSA, MM-PBSA, and SIE is correlated with experimental data with r2 = 0.88, 0.80, and 0.94, respectively, which indicates that the calculated binding free energy is in excellent agreement with experimental data. In addition, the results demonstrate that H bonds with Lys232, Glu245, Tyr249, His283, Asp351, and one structural water molecule play an important role for the inhibition of ALK-5. Overall, we discussed the main interactions between ALK-5 and six inhibitors that may be used as starting points for designing new molecules to the treatment of cancer.
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Affiliation(s)
- Michell O Almeida
- a Center of Natural Sciences and Humanities , Federal University of ABC , Santo Andre , SP , Brazil
| | - Clauber H S Costa
- b Laboratório de Planejamento e Desenvolvimento de Fármacos , Instituto de Ciências Exatas e Naturais, Universidade Federal do Pará , CP 11101, 66075-110 , Belém , PA , Brazil
| | - Guelber C Gomes
- b Laboratório de Planejamento e Desenvolvimento de Fármacos , Instituto de Ciências Exatas e Naturais, Universidade Federal do Pará , CP 11101, 66075-110 , Belém , PA , Brazil
| | - Jerônimo Lameira
- b Laboratório de Planejamento e Desenvolvimento de Fármacos , Instituto de Ciências Exatas e Naturais, Universidade Federal do Pará , CP 11101, 66075-110 , Belém , PA , Brazil
| | - Claudio N Alves
- b Laboratório de Planejamento e Desenvolvimento de Fármacos , Instituto de Ciências Exatas e Naturais, Universidade Federal do Pará , CP 11101, 66075-110 , Belém , PA , Brazil
| | - Kathia M Honorio
- a Center of Natural Sciences and Humanities , Federal University of ABC , Santo Andre , SP , Brazil.,c School of Arts, Sciences and Humanities , University of São Paulo , Sao Paulo , Brazil
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32
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Zheng S, Xu S, Wang G, Tang Q, Jiang X, Li Z, Xu Y, Wang R, Lin F. Proposed Hydrogen-Bonding Index of Donor or Acceptor Reflecting Its Intrinsic Contribution to Hydrogen-Bonding Strength. J Chem Inf Model 2017; 57:1535-1547. [DOI: 10.1021/acs.jcim.7b00022] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Suqing Zheng
- School
of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, P. R. China
| | - Shaofang Xu
- School
of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, P. R. China
| | - Guitao Wang
- State
Key Laboratory of Bioorganic Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 345 Lingling Road, Shanghai 200032, P. R. China
| | - Qing Tang
- School
of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, P. R. China
| | - Xiaonan Jiang
- State
Key Laboratory of Bioorganic Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 345 Lingling Road, Shanghai 200032, P. R. China
| | - Zhanting Li
- State
Key Laboratory of Bioorganic Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 345 Lingling Road, Shanghai 200032, P. R. China
| | - Yong Xu
- Institute
of Chemical Biology, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, 190 Kaiyuan Avenue, Guangzhou Science
Park, Guangzhou, Guangdong 510530, P. R. China
| | - Renxiao Wang
- State
Key Laboratory of Bioorganic Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 345 Lingling Road, Shanghai 200032, P. R. China
| | - Fu Lin
- School
of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, P. R. China
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33
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Caron G, Vallaro M, Ermondi G. High throughput methods to measure the propensity of compounds to form intramolecular hydrogen bonding. MEDCHEMCOMM 2017; 8:1143-1151. [PMID: 30108824 PMCID: PMC6071820 DOI: 10.1039/c7md00101k] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 04/25/2017] [Indexed: 12/18/2022]
Abstract
Implementation of IMHB considerations in drug discovery needs robust and validated descriptors to experimentally verify the propensity of compounds to exhibit IMHBs. The first part of the paper presents an overview of the most common techniques to measure the propensity of compounds to form IMHBs. Then we review and discuss recently proposed high throughput (HT) physicochemical descriptors (i.e. Δlog Poct-tol, EPSA and log k'80 PLRP-S) which provide the same information. Analysis of the available data enabled us to extract guidelines for the application of these descriptors in drug discovery programs.
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Affiliation(s)
- Giulia Caron
- Molecular Biotechnology and Health Sciences Dept. , University of Torino , Quarello, 15 , 10135 Torino , Italy . ; Tel: +39 011 6708337
| | - Maura Vallaro
- Molecular Biotechnology and Health Sciences Dept. , University of Torino , Quarello, 15 , 10135 Torino , Italy . ; Tel: +39 011 6708337
| | - Giuseppe Ermondi
- Molecular Biotechnology and Health Sciences Dept. , University of Torino , Quarello, 15 , 10135 Torino , Italy . ; Tel: +39 011 6708337
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34
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Pennington LD, Moustakas DT. The Necessary Nitrogen Atom: A Versatile High-Impact Design Element for Multiparameter Optimization. J Med Chem 2017; 60:3552-3579. [PMID: 28177632 DOI: 10.1021/acs.jmedchem.6b01807] [Citation(s) in RCA: 183] [Impact Index Per Article: 26.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
There is a continued desire in biomedical research to reduce the number and duration of design cycles required to optimize lead compounds into high-quality chemical probes or safe and efficacious drug candidates. The insightful application of impactful molecular design elements is one approach toward achieving this goal. The replacement of a CH group with a N atom in aromatic and heteroaromatic ring systems can have many important effects on molecular and physicochemical properties and intra- and intermolecular interactions that can translate to improved pharmacological profiles. In this Perspective, the "necessary nitrogen atom" is shown to be a versatile high-impact design element for multiparameter optimization, wherein ≥10-, 100-, or 1000-fold improvement in a variety of key pharmacological parameters can be realized.
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Affiliation(s)
- Lewis D Pennington
- Medicinal Chemistry and ‡Modeling and Informatics, Alkermes, Plc , 852 Winter Street, Waltham, Massachusetts 02451-1420, United States
| | - Demetri T Moustakas
- Medicinal Chemistry and ‡Modeling and Informatics, Alkermes, Plc , 852 Winter Street, Waltham, Massachusetts 02451-1420, United States
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35
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Discovery of triazole aminopyrazines as a highly potent and selective series of PI3Kδ inhibitors. Bioorg Med Chem Lett 2017; 27:679-687. [DOI: 10.1016/j.bmcl.2016.11.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 10/31/2016] [Accepted: 11/01/2016] [Indexed: 02/03/2023]
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36
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Borges NM, Kenny PW, Montanari CA, Prokopczyk IM, Ribeiro JFR, Rocha JR, Sartori GR. The influence of hydrogen bonding on partition coefficients. J Comput Aided Mol Des 2017; 31:163-181. [PMID: 28054187 DOI: 10.1007/s10822-016-0002-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 12/16/2016] [Indexed: 11/28/2022]
Abstract
This Perspective explores how consideration of hydrogen bonding can be used to both predict and better understand partition coefficients. It is shown how polarity of both compounds and substructures can be estimated from measured alkane/water partition coefficients. When polarity is defined in this manner, hydrogen bond donors are typically less polar than hydrogen bond acceptors. Analysis of alkane/water partition coefficients in conjunction with molecular electrostatic potential calculations suggests that aromatic chloro substituents may be less lipophilic than is generally believed and that some of the effect of chloro-substitution stems from making the aromatic π-cloud less available to hydrogen bond donors. Relationships between polarity and calculated hydrogen bond basicity are derived for aromatic nitrogen and carbonyl oxygen. Aligned hydrogen bond acceptors appear to present special challenges for prediction of alkane/water partition coefficients and this may reflect 'frustration' of solvation resulting from overlapping hydration spheres. It is also shown how calculated hydrogen bond basicity can be used to model the effect of aromatic aza-substitution on octanol/water partition coefficients.
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Affiliation(s)
- Nádia Melo Borges
- Grupo de Estudos em Química Medicinal - NEQUIMED, Instituto de Química de São Carlos - Universidade de São Paulo, Av. Trabalhador Sancarlense, 400, São Carlos, SP, 13566-590, Brazil
| | - Peter W Kenny
- Grupo de Estudos em Química Medicinal - NEQUIMED, Instituto de Química de São Carlos - Universidade de São Paulo, Av. Trabalhador Sancarlense, 400, São Carlos, SP, 13566-590, Brazil.
| | - Carlos A Montanari
- Grupo de Estudos em Química Medicinal - NEQUIMED, Instituto de Química de São Carlos - Universidade de São Paulo, Av. Trabalhador Sancarlense, 400, São Carlos, SP, 13566-590, Brazil
| | - Igor M Prokopczyk
- Grupo de Estudos em Química Medicinal - NEQUIMED, Instituto de Química de São Carlos - Universidade de São Paulo, Av. Trabalhador Sancarlense, 400, São Carlos, SP, 13566-590, Brazil
| | - Jean F R Ribeiro
- Grupo de Estudos em Química Medicinal - NEQUIMED, Instituto de Química de São Carlos - Universidade de São Paulo, Av. Trabalhador Sancarlense, 400, São Carlos, SP, 13566-590, Brazil
| | - Josmar R Rocha
- Grupo de Estudos em Química Medicinal - NEQUIMED, Instituto de Química de São Carlos - Universidade de São Paulo, Av. Trabalhador Sancarlense, 400, São Carlos, SP, 13566-590, Brazil
| | - Geraldo Rodrigues Sartori
- Grupo de Estudos em Química Medicinal - NEQUIMED, Instituto de Química de São Carlos - Universidade de São Paulo, Av. Trabalhador Sancarlense, 400, São Carlos, SP, 13566-590, Brazil
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37
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Zou JW, Huang M, Hu GX, Jiang YJ. Toward a uniform description of hydrogen bonds and halogen bonds: correlations of interaction energies with various geometric, electronic and topological parameters. RSC Adv 2017. [DOI: 10.1039/c6ra27590g] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Correlations between interaction energies and various structural parameters were established to reveal the differences between hydrogen bonds and halogen bonds.
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Affiliation(s)
- Jian-Wei Zou
- School of Biological and Chemical Engineering
- Ningbo Institute of Technology
- Zhejiang University
- Ningbo 315100
- China
| | - Meilan Huang
- School of Chemistry and Chemical Engineering
- Queen's University Belfast
- Belfast BT9 5AG
- UK
| | - Gui-Xiang Hu
- School of Biological and Chemical Engineering
- Ningbo Institute of Technology
- Zhejiang University
- Ningbo 315100
- China
| | - Yong-Jun Jiang
- School of Biological and Chemical Engineering
- Ningbo Institute of Technology
- Zhejiang University
- Ningbo 315100
- China
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38
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A Synopsis of the Properties and Applications of Heteroaromatic Rings in Medicinal Chemistry. ADVANCES IN HETEROCYCLIC CHEMISTRY 2017. [DOI: 10.1016/bs.aihch.2016.11.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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39
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Hintermann S, Guntermann C, Mattes H, Carcache DA, Wagner J, Vulpetti A, Billich A, Dawson J, Kaupmann K, Kallen J, Stringer R, Orain D. Synthesis and Biological Evaluation of New Triazolo- and Imidazolopyridine RORγt Inverse Agonists. ChemMedChem 2016; 11:2640-2648. [PMID: 27902884 DOI: 10.1002/cmdc.201600500] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Revised: 11/09/2016] [Indexed: 11/07/2022]
Abstract
Retinoic-acid-related orphan receptor γt (RORγt) is a key transcription factor implicated in the production of pro-inflammatory Th17 cytokines, which drive a number of autoimmune diseases. Despite diverse chemical series having been reported, combining high potency with a good physicochemical profile has been a very challenging task in the RORγt inhibitor field. Based on available chemical structures and incorporating in-house knowledge, a new series of triazolo- and imidazopyridine RORγt inverse agonists was designed. In addition, replacement of the terminal cyclopentylamide metabolic soft spot by five-membered heterocycles was investigated. From our efforts, we identified an optimal 6,7,8-substituted imidazo[1,2-a]pyridine core system and a 5-tert-butyl-1,2,4-oxadiazole as cyclopentylamide replacement leading to compounds 10 ((S)-N-(8-((4-(cyclopentanecarbonyl)-3-methylpiperazin-1-yl)methyl)-7-methylimidazo[1,2-a]pyridin-6-yl)-2-methylpyrimidine-5-carboxamide) and 33 ((S)-N-(8-((4-(5-(tert-butyl)-1,2,4-oxadiazol-3-yl)-3-methylpiperazin-1-yl)methyl)-7-methylimidazo[1,2-a]pyridin-6-yl)-2-methylpyrimidine-5-carboxamide). Both derivatives showed good pharmacological potencies in biochemical and cell-based assays combined with excellent physicochemical properties, including low to medium plasma protein binding across species. Finally, 10 and 33 were shown to be active in a rodent pharmacokinetic/pharmacodynamic (PK/PD) model after oral gavage at 15 mg kg-1 , lowering IL-17 cytokine production in ex vivo antigen recall assays.
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Affiliation(s)
- Samuel Hintermann
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - Christine Guntermann
- ATI, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - Henri Mattes
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - David A Carcache
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - Juergen Wagner
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - Anna Vulpetti
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - Andreas Billich
- ATI, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - Janet Dawson
- ATI, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - Klemens Kaupmann
- ATI, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - Joerg Kallen
- CPC, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - Rowan Stringer
- MAP, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
| | - David Orain
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Novartis Campus, 4002, Basel, Switzerland
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40
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Gu C, Lamb ML, Johannes JW, Sylvester MA, Eisman MS, Harrison RA, Hu H, Kazmirski S, Mikule K, Peng B, Su N, Wang W, Ye Q, Zheng X, Lyne PD, Scott DA. Modulating the strength of hydrogen bond acceptors to achieve low Caco2 efflux for oral bioavailability of PARP inhibitors blocking centrosome clustering. Bioorg Med Chem Lett 2016; 26:4775-4780. [DOI: 10.1016/j.bmcl.2016.08.030] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Revised: 08/10/2016] [Accepted: 08/11/2016] [Indexed: 10/21/2022]
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