1
|
Franco Machado J, Sá M, Pires I, da Silva MT, Marques F, Coelho JAS, Mendes F, Piedade MFM, Machuqueiro M, Jiménez MA, Garcia MH, Correia JDG, Morais TS. Dual FGFR-targeting and pH-activatable ruthenium-peptide conjugates for targeted therapy of breast cancer. Dalton Trans 2024; 53:7682-7693. [PMID: 38573236 DOI: 10.1039/d4dt00497c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2024]
Abstract
Dysregulation of Fibroblast Growth Factor Receptors (FGFRs) signaling has been associated with breast cancer, yet employing FGFR-targeted delivery systems to improve the efficacy of cytotoxic agents is still sparsely exploited. Herein, we report four new bi-functional ruthenium-peptide conjugates (RuPCs) with FGFR-targeting and pH-dependent releasing abilities, envisioning the selective delivery of cytotoxic Ru complexes to FGFR(+)-breast cancer cells, and controlled activation at the acidic tumoral microenvironment. The antiproliferative potential of the RuPCs and free Ru complexes was evaluated in four breast cancer cell lines with different FGFR expression levels (SKBR-3, MDA-MB-134-VI, MCF-7, and MDA-MB-231) and in human dermal fibroblasts (HDF), at pH 6.8 and pH 7.4 aimed at mimicking the tumor microenvironment and normal tissues/bloodstream pHs, respectively. The RuPCs showed higher cytotoxicity in cells with higher level of FGFR expression at acidic pH. Additionally, RuPCs showed up to 6-fold higher activity in the FGFR(+) breast cancer lines compared to the normal cell line. The release profile of Ru complexes from RuPCs corroborates the antiproliferative effects observed. Remarkably, the cytotoxicity and releasing ability of RuPCs were shown to be strongly dependent on the conjugation of the peptide position in the Ru complex. Complementary molecular dynamic simulations and computational calculations were performed to help interpret these findings at the molecular level. In summary, we identified a lead bi-functional RuPC that holds strong potential as a FGFR-targeted chemotherapeutic agent.
Collapse
Affiliation(s)
- João Franco Machado
- Centro de Química Estrutural, Institute of Molecular Sciences, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal.
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139, 7), 2695-066 Bobadela LRS, Portugal.
| | - Marco Sá
- Centro de Química Estrutural, Institute of Molecular Sciences, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal.
| | - Inês Pires
- BioISI - Biosystems & Integrative Sciences Institute, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal
| | - Miguel Tarita da Silva
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139, 7), 2695-066 Bobadela LRS, Portugal.
| | - Fernanda Marques
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139, 7), 2695-066 Bobadela LRS, Portugal.
- Departamento de Engenharia e Ciências Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139, 7), 2695-066 Bobadela LRS, Portugal
| | - Jaime A S Coelho
- Centro de Química Estrutural, Institute of Molecular Sciences, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal.
| | - Filipa Mendes
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139, 7), 2695-066 Bobadela LRS, Portugal.
- Departamento de Engenharia e Ciências Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139, 7), 2695-066 Bobadela LRS, Portugal
| | - M Fátima M Piedade
- Departamento de Química e Bioquímica, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal
- Centro de Química Estrutural, Institute of Molecular Sciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001 Lisboa, Portugal
| | - Miguel Machuqueiro
- BioISI - Biosystems & Integrative Sciences Institute, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal
- Departamento de Química e Bioquímica, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal
| | - María Angeles Jiménez
- Institute of Physical Chemistry Blas Cabreras (IQF-CSIC), Serrano 119, E-28006 Madrid, Spain
| | - Maria Helena Garcia
- Centro de Química Estrutural, Institute of Molecular Sciences, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal.
- Departamento de Química e Bioquímica, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal
| | - João D G Correia
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139, 7), 2695-066 Bobadela LRS, Portugal.
- Departamento de Engenharia e Ciências Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10 (km 139, 7), 2695-066 Bobadela LRS, Portugal
| | - Tânia S Morais
- Centro de Química Estrutural, Institute of Molecular Sciences, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal.
- Departamento de Química e Bioquímica, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal
| |
Collapse
|
2
|
Ma X, Beard AM, Burgess SA, Darlak M, Newman JA, Nogle LM, Pietrafitta MJ, Smith DA, Wang X, Yue L. General Synthesis of Conformationally Constrained Noncanonical Amino Acids with C( sp3)-Rich Benzene Bioisosteres. J Org Chem 2024; 89:5010-5018. [PMID: 38532573 DOI: 10.1021/acs.joc.4c00225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2024]
Abstract
Recent years have seen novel modalities emerge for the treatment of human diseases resulting in an increase in beyond rule of 5 (bRo5) chemical matter. As a result, synthetic innovations aiming to enable rapid access to complex bRo5 molecular entities have become increasingly valuable for medicinal chemists' toolkits. Herein, we report the general synthesis of a new class of noncanonical amino acids (ncAA) with a cyclopropyl backbone to achieve conformational constraint and bearing C(sp3)-rich benzene bioisosteres. We also demonstrate preliminary studies toward utilities of these ncAA as building blocks for medicinal chemistry research.
Collapse
Affiliation(s)
- Xiaoshen Ma
- Department of Discovery Chemistry, Merck & Co., Inc., 33 Ave. Louis Pasteur, Boston, Massachusetts 02215, United States
| | - Adam M Beard
- Department of Discovery Chemistry, Merck & Co., Inc., 33 Ave. Louis Pasteur, Boston, Massachusetts 02215, United States
| | - Samantha A Burgess
- Analytical Research & Development, Merck & Co., Inc., 33 Ave. Louis Pasteur, Boston, Massachusetts 02215, United States
| | - Miroslawa Darlak
- Department of Discovery Chemistry, Merck & Co., Inc., 33 Ave. Louis Pasteur, Boston, Massachusetts 02215, United States
| | - Justin A Newman
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Ave., Rahway, New Jersey 07065, United States
| | - Lisa M Nogle
- Department of Discovery Chemistry, Merck & Co., Inc., 33 Ave. Louis Pasteur, Boston, Massachusetts 02215, United States
| | - Mark J Pietrafitta
- Department of Discovery Chemistry, Merck & Co., Inc., 33 Ave. Louis Pasteur, Boston, Massachusetts 02215, United States
| | - David A Smith
- Department of Discovery Chemistry, Merck & Co., Inc., 33 Ave. Louis Pasteur, Boston, Massachusetts 02215, United States
| | - Xiao Wang
- Analytical Research and Development, Merck & Co., Inc., 126 E. Lincoln Ave., Rahway, New Jersey 07065, United States
| | - Lei Yue
- Department of Discovery Chemistry, Merck & Co., Inc., 33 Ave. Louis Pasteur, Boston, Massachusetts 02215, United States
| |
Collapse
|
3
|
Poongavanam V, Wieske LHE, Peintner S, Erdélyi M, Kihlberg J. Molecular chameleons in drug discovery. Nat Rev Chem 2024; 8:45-60. [PMID: 38123688 DOI: 10.1038/s41570-023-00563-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/16/2023] [Indexed: 12/23/2023]
Abstract
Molecular chameleons possess a flexibility that allows them to dynamically shield or expose polar functionalities in response to the properties of the environment. Although the concept of molecular chameleons was introduced already in 1970, interest in them has grown considerably since the 2010s, when drug discovery has focused to an increased extent on new chemical modalities. Such modalities include cyclic peptides, macrocycles and proteolysis-targeting chimeras, all of which reside in a chemical space far from that of traditional small-molecule drugs. Both cell permeability and aqueous solubility are required for the oral absorption of drugs. Engineering these properties, and potent target binding, into the larger new modalities is a more daunting task than for traditional small-molecule drugs. The ability of chameleons to adapt to different environments may be essential for success. In this Review, we provide both general and theoretical insights into the realm of molecular chameleons. We discuss why chameleons have come into fashion and provide a do-it-yourself toolbox for their design; we then provide a glimpse of how advanced in silico methods can support molecular chameleon design.
Collapse
Affiliation(s)
| | | | - Stefan Peintner
- Department of Chemistry - BMC, Uppsala University, Uppsala, Sweden
| | - Máté Erdélyi
- Department of Chemistry - BMC, Uppsala University, Uppsala, Sweden
| | - Jan Kihlberg
- Department of Chemistry - BMC, Uppsala University, Uppsala, Sweden.
| |
Collapse
|
4
|
Tang X, Kokot J, Waibl F, Fernández-Quintero ML, Kamenik AS, Liedl KR. Addressing Challenges of Macrocyclic Conformational Sampling in Polar and Apolar Solvents: Lessons for Chameleonicity. J Chem Inf Model 2023; 63:7107-7123. [PMID: 37943023 PMCID: PMC10685455 DOI: 10.1021/acs.jcim.3c01123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Revised: 10/24/2023] [Accepted: 10/24/2023] [Indexed: 11/10/2023]
Abstract
We evaluated a workflow to reliably sample the conformational space of a set of 47 peptidic macrocycles. Starting from SMILES strings, we use accelerated molecular dynamics simulations to overcome high energy barriers, in particular, the cis-trans isomerization of peptide bonds. We find that our approach performs very well in polar solvents like water and dimethyl sulfoxide. Interestingly, the protonation state of a secondary amine in the ring only slightly influences the conformational ensembles of our test systems. For several of the macrocycles, determining the conformational distribution in chloroform turns out to be considerably more challenging. Especially, the choice of partial charges crucially influences the ensembles in chloroform. We address these challenges by modifying initial structures and the choice of partial charges. Our results suggest that special care has to be taken to understand the configurational distribution in apolar solvents, which is a key step toward a reliable prediction of membrane permeation of macrocycles and their chameleonic properties.
Collapse
Affiliation(s)
- Xuechen Tang
- Department
of General, Inorganic and Theoretical Chemistry, University of Innsbruck, A-6020 Innsbruck, Austria
| | - Janik Kokot
- Department
of General, Inorganic and Theoretical Chemistry, University of Innsbruck, A-6020 Innsbruck, Austria
| | - Franz Waibl
- Department
of General, Inorganic and Theoretical Chemistry, University of Innsbruck, A-6020 Innsbruck, Austria
- Department
of Chemistry and Applied Biosciences, ETH
Zürich, 8093 Zürich, Switzerland
| | | | - Anna S. Kamenik
- Department
of General, Inorganic and Theoretical Chemistry, University of Innsbruck, A-6020 Innsbruck, Austria
| | - Klaus R. Liedl
- Department
of General, Inorganic and Theoretical Chemistry, University of Innsbruck, A-6020 Innsbruck, Austria
| |
Collapse
|
5
|
L'Exact M, Comeau C, Bourhis A, Boisvert O, Fröhlich U, Létourneau D, Marsault É, Lavigne P, Grandbois M, Boudreault PL. Beyond Rule-of-five: Permeability Assessment of Semipeptidic Macrocycles. Biochim Biophys Acta Biomembr 2023; 1865:184196. [PMID: 37400050 DOI: 10.1016/j.bbamem.2023.184196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 06/08/2023] [Accepted: 06/26/2023] [Indexed: 07/05/2023]
Abstract
Compounds beyond the rule-of-five are generating interest as they expand the molecular toolbox for modulating targets previously considered "undruggable". Macrocyclic peptides are an efficient class of molecules for modulating protein-protein interactions. However, predicting their permeability is difficult as they differ from small molecules. Although constrained by macrocyclization, they generally retain some conformational flexibility associated with an enhanced ability to cross biological membranes. In this study, we investigated the relationship between the structure of semi-peptidic macrocycles and their membrane permeability through structural modifications. Based on a scaffold of four amino acids and a linker, we synthesized 56 macrocycles incorporating modifications in either stereochemistry, N-methylation, or lipophilicity and assessed their passive permeability using the parallel artificial membrane permeability assay (PAMPA). Our results show that some semi-peptidic macrocycles have adequate passive permeability even with properties outside the Lipinski rule of five. We found that N-methylation in position 2 and the addition of lipophilic groups to the side chain of tyrosine led to an improvement in permeability with a decrease in tPSA and 3D-PSA. This enhancement could be attributed to the shielding effect of the lipophilic group on some regions of the macrocycle, which in turn, facilitates a favorable macrocycle conformation for permeability, suggesting some degree of chameleonic behavior.
Collapse
Affiliation(s)
- Marion L'Exact
- Institut de Pharmacologie de Sherbrooke, Département de Pharmacologie-Physiologie, Faculté de Médecine et des Sciences de la santé, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Christian Comeau
- Institut de Pharmacologie de Sherbrooke, Département de Pharmacologie-Physiologie, Faculté de Médecine et des Sciences de la santé, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Alix Bourhis
- Institut de Pharmacologie de Sherbrooke, Département de Pharmacologie-Physiologie, Faculté de Médecine et des Sciences de la santé, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Olivier Boisvert
- Institut de Pharmacologie de Sherbrooke, Département de Biochimie Et Génomique Fonctionnelle, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Ulrike Fröhlich
- Institut de Pharmacologie de Sherbrooke, Département de Pharmacologie-Physiologie, Faculté de Médecine et des Sciences de la santé, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Danny Létourneau
- Institut de Pharmacologie de Sherbrooke, Département de Biochimie Et Génomique Fonctionnelle, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Éric Marsault
- Institut de Pharmacologie de Sherbrooke, Département de Pharmacologie-Physiologie, Faculté de Médecine et des Sciences de la santé, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Pierre Lavigne
- Institut de Pharmacologie de Sherbrooke, Département de Biochimie Et Génomique Fonctionnelle, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Michel Grandbois
- Institut de Pharmacologie de Sherbrooke, Département de Pharmacologie-Physiologie, Faculté de Médecine et des Sciences de la santé, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Pierre-Luc Boudreault
- Institut de Pharmacologie de Sherbrooke, Département de Pharmacologie-Physiologie, Faculté de Médecine et des Sciences de la santé, Université de Sherbrooke, Sherbrooke, QC, Canada.
| |
Collapse
|
6
|
Ermondi G, Jimenez DG, Rossi Sebastiano M, Kihlberg J, Caron G. Conformational Sampling Deciphers the Chameleonic Properties of a VHL-Based Degrader. Pharmaceutics 2023; 15. [PMID: 36678900 DOI: 10.3390/pharmaceutics15010272] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/07/2023] [Accepted: 01/10/2023] [Indexed: 01/15/2023] Open
Abstract
Chameleonicity (the capacity of a molecule to adapt its conformations to the environment) may help to identify orally bioavailable drugs in the beyond-Rule-of-5 chemical space. Computational methods to predict the chameleonic behaviour of degraders have not yet been reported and the identification of molecular chameleons still relies on experimental evidence. Therefore, there is a need to tune predictions with experimental data. Here, we employ PROTAC-1 (a passively cell-permeable degrader), for which NMR and physicochemical data prove the chameleonic behaviour, to benchmark the capacity of two conformational sampling algorithms and selection schemes. To characterize the conformational ensembles in both polar and nonpolar environments, we compute three molecular properties proven to be essential for cell permeability: conformer shape (radius of gyration), polarity (3D PSA), and the number of intramolecular hydrogen bonds. Energetic criteria were also considered. Infographics monitored the simultaneous variation of those properties in computed and NMR conformers. Overall, we provide key points for tuning conformational sampling tools to reproduce PROTAC-1 chameleonicity according to NMR evidence. This study is expected to improve the design of PROTAC drugs and the development of computational sustainable strategies to exploit the potential of new modalities in drug discovery.
Collapse
|
7
|
Kang OY, Kim E, Lee WH, Ryu DH, Lim HJ, Park SJ. N-Cyano sulfilimine functional group as a nonclassical amide bond bioisostere in the design of a potent analogue to anthranilic diamide insecticide. RSC Adv 2023; 13:2004-2009. [PMID: 36712628 PMCID: PMC9832345 DOI: 10.1039/d2ra06988a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 12/23/2022] [Indexed: 01/13/2023] Open
Abstract
To explore the potential of the N-cyano sulfilimine group as an amide bond isostere, a derivative of the blockbuster anthranilic diamide, chlorantramiliprole, was synthesized and evaluated with regard to its physicochemical properties, permeability, and biological activity. Given the combination of N-cyano sulfilimine chlorantraniliprole 1 and its strong hydrogen bond acceptor character, high permeability, and excellent insecticidal activity, the N-cyano sulfilimine functional group could be considered as an amide bond isostere.
Collapse
Affiliation(s)
- On-Yu Kang
- Data Convergence Drug Research Center, Korea Research Institute of Chemical TechnologyDaejeon 34114Republic of Korea+82-42-860-7160+82-42-860-7175,Department of Chemistry, Sungkyunkwan University2066 Seobu-roSuwon 16419Republic of Korea
| | - Eunsil Kim
- Data Convergence Drug Research Center, Korea Research Institute of Chemical TechnologyDaejeon 34114Republic of Korea+82-42-860-7160+82-42-860-7175,Department of Chemistry, Sogang University35 Baekbeom-roSeoul 04107Republic of Korea
| | - Won Hyung Lee
- Central Research Institute, Kyung Nong Co. Ltd34-14 Summeori-gilKyongju 38175Kyongsangbuk–doRepublic of Korea
| | - Do Hyun Ryu
- Department of Chemistry, Sungkyunkwan University2066 Seobu-roSuwon 16419Republic of Korea
| | - Hwan Jung Lim
- Data Convergence Drug Research Center, Korea Research Institute of Chemical TechnologyDaejeon 34114Republic of Korea+82-42-860-7160+82-42-860-7175,Department of Medicinal Chemistry and Pharmacology, University of Science & Technology217 Gajeong-roDaejeon 34113Republic of Korea
| | - Seong Jun Park
- Data Convergence Drug Research Center, Korea Research Institute of Chemical TechnologyDaejeon 34114Republic of Korea+82-42-860-7160+82-42-860-7175,Department of Medicinal Chemistry and Pharmacology, University of Science & Technology217 Gajeong-roDaejeon 34113Republic of Korea
| |
Collapse
|
8
|
Mattei A, Hong RS, Dietrich H, Firaha D, Helfferich J, Liu YM, Sasikumar K, Abraham NS, Miglani Bhardwaj R, Neumann MA, Sheikh AY. Efficient Crystal Structure Prediction for Structurally Related Molecules with Accurate and Transferable Tailor-Made Force Fields. J Chem Theory Comput 2022; 18:5725-5738. [PMID: 35930763 PMCID: PMC9476662 DOI: 10.1021/acs.jctc.2c00451] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Crystal structure prediction (CSP) his generally used to complement experimental solid form screening and applied to individual molecules in drug development. The fast development of algorithms and computing resources offers the opportunity to use CSP earlier and for a broader range of applications in the drug design cycle. This study presents a novel paradigm of CSP specifically designed for structurally related molecules, referred to as Quick-CSP. The approach prioritizes more accurate physics through robust and transferable tailor-made force fields (TMFFs), such that significant efficiency gains are achieved through the reduction of expensive ab initio calculations. The accuracy of the TMFF is increased by the introduction of electrostatic multipoles, and the fragment-based force field parameterization scheme is demonstrated to be transferable for a family of chemically related molecules. The protocol is benchmarked with structurally related compounds from the Bromodomain and Extraterminal (BET) domain inhibitors series. A new convergence criterion is introduced that aims at performing only as many ab initio optimizations of crystal structures as required to locate the bottom of the crystal energy landscape within a user-defined accuracy. The overall approach provides significant cost savings ranging from three- to eight-fold less than the full-CSP workflow. The reported advancements expand the scope and utility of the underlying CSP building blocks as well as their novel reassembly to other applications earlier in the drug design cycle to guide molecule design and selection.
Collapse
Affiliation(s)
- Alessandra Mattei
- Solid State Chemistry, Research & Development, AbbVie Inc., 1 N Waukegan Road, North Chicago, Illinois 60064, United States
| | - Richard S Hong
- Solid State Chemistry, Research & Development, AbbVie Inc., 1 N Waukegan Road, North Chicago, Illinois 60064, United States
| | - Hanno Dietrich
- Avant-garde Materials Simulation, GmbH, Alte Str. 2, 79249 Merzhausen, Germany
| | - Dzmitry Firaha
- Avant-garde Materials Simulation, GmbH, Alte Str. 2, 79249 Merzhausen, Germany
| | - Julian Helfferich
- Avant-garde Materials Simulation, GmbH, Alte Str. 2, 79249 Merzhausen, Germany
| | - Yifei Michelle Liu
- Avant-garde Materials Simulation, GmbH, Alte Str. 2, 79249 Merzhausen, Germany
| | - Kiran Sasikumar
- Avant-garde Materials Simulation, GmbH, Alte Str. 2, 79249 Merzhausen, Germany
| | - Nathan S Abraham
- Solid State Chemistry, Research & Development, AbbVie Inc., 1 N Waukegan Road, North Chicago, Illinois 60064, United States
| | - Rajni Miglani Bhardwaj
- Solid State Chemistry, Research & Development, AbbVie Inc., 1 N Waukegan Road, North Chicago, Illinois 60064, United States
| | - Marcus A Neumann
- Avant-garde Materials Simulation, GmbH, Alte Str. 2, 79249 Merzhausen, Germany
| | - Ahmad Y Sheikh
- Solid State Chemistry, Research & Development, AbbVie Inc., 1 N Waukegan Road, North Chicago, Illinois 60064, United States
| |
Collapse
|
9
|
Luo H, Li N, Liu L, Wang H, He F. Synthesis of New AIEE-Active Chalcones for Imaging of Mitochondria in Living Cells and Zebrafish In Vivo. Int J Mol Sci 2021; 22:8949. [PMID: 34445653 PMCID: PMC8396511 DOI: 10.3390/ijms22168949] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 08/02/2021] [Accepted: 08/16/2021] [Indexed: 11/17/2022] Open
Abstract
Fluorophores with aggregation-induced emission enhancement (AIEE) properties have attracted increasing interest in recent years. On the basis of our previous research, we successfully designed and synthesized eleven chalcones. Through an optical performance experiment, we confirmed that compounds 1-6 had obvious AIEE properties. As these AIEE molecules had excellent fluorescence properties and a large Stokes shift, we studied their application in living cell imaging, and the results showed that these compounds had low cytotoxicity and good biocompatibility at the experimental concentrations. More importantly, they could specifically label mitochondria. Subsequently, we selected zebrafish as experimental animals to explore the possibilities of these compounds in animal imaging. The fluorescence imaging of zebrafish showed that these AIEE molecules can enter the embryo and can be targeted to aggregate in the digestive tract, which provides a strong foundation for their practical application in the field of biological imaging. Compared with traditional fluorophores, these AIEE molecules have the advantages of possessing a small molecular weight and high flexibility. Therefore, they have excellent application prospects in the field of biological imaging. In addition, the findings of this study have very positive practical significance for the discovery of more AIEE molecules.
Collapse
Affiliation(s)
- Huiqing Luo
- School of Pharmaceutical Science, Sun Yat-sen University, Guangzhou 510006, China; (H.L.); (N.L.); (L.L.)
| | - Na Li
- School of Pharmaceutical Science, Sun Yat-sen University, Guangzhou 510006, China; (H.L.); (N.L.); (L.L.)
| | - Liyan Liu
- School of Pharmaceutical Science, Sun Yat-sen University, Guangzhou 510006, China; (H.L.); (N.L.); (L.L.)
| | - Huaqiao Wang
- Department of Anatomy and Neurobiology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510006, China;
| | - Feng He
- School of Pharmaceutical Science, Sun Yat-sen University, Guangzhou 510006, China; (H.L.); (N.L.); (L.L.)
| |
Collapse
|
10
|
Nagamani S, Sastry GN. Mycobacterium tuberculosis Cell Wall Permeability Model Generation Using Chemoinformatics and Machine Learning Approaches. ACS Omega 2021; 6:17472-17482. [PMID: 34278133 PMCID: PMC8280707 DOI: 10.1021/acsomega.1c01865] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 05/28/2021] [Indexed: 05/21/2023]
Abstract
The drug-resistant strains of Mycobacterium tuberculosis (M.tb) are evolving at an alarming rate, and this indicates the urgent need for the development of novel antitubercular drugs. However, genetic mutations, complex cell wall system of M.tb, and influx-efflux transporter systems are the major permeability barriers that significantly affect the M.tb drugs activity. Thus, most of the small molecules are ineffective to arrest the M.tb cell growth, even though they are effective at the cellular level. To address the permeability issue, different machine learning models that effectively distinguish permeable and impermeable compounds were developed. The enzyme-based (IC50) and cell-based (minimal inhibitory concentration) data were considered for the classification of M.tb permeable and impermeable compounds. It was assumed that the compounds that have high activity in both enzyme-based and cell-based assays possess the required M.tb cell wall permeability. The XGBoost model was outperformed when compared to the other models generated from different algorithms such as random forest, support vector machine, and naïve Bayes. The XGBoost model was further validated using the validation data set (21 permeable and 19 impermeable compounds). The obtained machine learning models suggested that various descriptors such as molecular weight, atom type, electrotopological state, hydrogen bond donor/acceptor counts, and extended topochemical atoms of molecules are the major determining factors for both M.tb cell permeability and inhibitory activity. Furthermore, potential antimycobacterial drugs were identified using computational drug repurposing. All the approved drugs from DrugBank were collected and screened using the developed permeability model. The screened compounds were given as input in the PASS server for the identification of possible antimycobacterial compounds. The drugs that were retained after two filters were docked to the active site of 10 different potential antimycobacterial drug targets. The results obtained from this study may improve the understanding of M.tb permeability and activity that may aid in the development of novel antimycobacterial drugs.
Collapse
Affiliation(s)
- Selvaraman Nagamani
- Advanced
Computation and Data Sciences Division, CSIR − North East Institute of Science and Technology, Jorhat, Assam 785 006, India
| | - G. Narahari Sastry
- Advanced
Computation and Data Sciences Division, CSIR − North East Institute of Science and Technology, Jorhat, Assam 785 006, India
- ;
| |
Collapse
|
11
|
Begnini F, Poongavanam V, Atilaw Y, Erdelyi M, Schiesser S, Kihlberg J. Cell Permeability of Isomeric Macrocycles: Predictions and NMR Studies. ACS Med Chem Lett 2021; 12:983-990. [PMID: 34136079 PMCID: PMC8201747 DOI: 10.1021/acsmedchemlett.1c00126] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 05/13/2021] [Indexed: 12/22/2022] Open
Abstract
![]()
Conformation-dependent 3D descriptors
have been shown to provide
better predictions of the physicochemical properties of macrocycles
than 2D descriptors. However, the computational identification of
relevant conformations for macrocycles is nontrivial. Herein, we report
that the Caco-2 cell permeability difference between a pair of diastereomeric
macrocycles correlated with their solvent accessible 3D polar surface
area and radius of gyration. The descriptors were calculated from
the macrocycles’ solution-phase conformational ensembles and
independently from ensembles obtained by conformational sampling.
Calculation of the two descriptors for three other stereo- and regioisomeric
macrocycles also allowed the correct ranking of their cell permeability.
Methods for conformational sampling may thus allow ranking of passive
permeability for moderately flexible macrocycles, thereby contributing
to the prioritization of macrocycles for synthesis in lead optimization.
Collapse
Affiliation(s)
- Fabio Begnini
- Department of Chemistry - BMC, Uppsala University, Box 576, 75123 Uppsala, Sweden
| | | | - Yoseph Atilaw
- Department of Chemistry - BMC, Uppsala University, Box 576, 75123 Uppsala, Sweden
| | - Mate Erdelyi
- Department of Chemistry - BMC, Uppsala University, Box 576, 75123 Uppsala, Sweden
| | - Stefan Schiesser
- Department of Medicinal Chemistry, Research and Early Development, Respiratory and Immunology (R&I), BioPharmaceuticals R&D, AstraZeneca, Pepparedsleden 1, 43183 Mölndal, Sweden
| | - Jan Kihlberg
- Department of Chemistry - BMC, Uppsala University, Box 576, 75123 Uppsala, Sweden
| |
Collapse
|
12
|
Buckley BJ, Aboelela A, Majed H, Bujaroski RS, White KL, Powell AK, Wang W, Katneni K, Saunders J, Shackleford DM, Charman SA, Cook GM, Kelso MJ, Ranson M. Systematic evaluation of structure-property relationships and pharmacokinetics in 6-(hetero)aryl-substituted matched pair analogs of amiloride and 5-(N,N-hexamethylene)amiloride. Bioorg Med Chem 2021; 37:116116. [PMID: 33799173 DOI: 10.1016/j.bmc.2021.116116] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 03/10/2021] [Accepted: 03/12/2021] [Indexed: 10/21/2022]
Abstract
The K+-sparing diuretic amiloride elicits anticancer activities in multiple animal models. During our recent medicinal chemistry campaign aiming to identify amiloride analogs with improved properties for potential use in cancer, we discovered novel 6-(hetero)aryl-substituted amiloride and 5-(N,N-hexamethylene)amiloride (HMA) analogs with up to 100-fold higher potencies than the parent compounds against urokinase plasminogen activator (uPA), one of amiloride's putative anticancer targets, and no diuretic or antikaliuretic effects. Here, we report the systematic evaluation of structure-property relationships (lipophilicity, aqueous solubility and in vitro metabolic stability in human and mouse liver microsomes) in twelve matched pair analogs selected from our 6-substituted amiloride and HMA libraries. Mouse plasma stability, plasma protein binding, Caco-2 cell permeability, cardiac ion channel activity and pharmacokinetics in mice (PO and IV) and rats (IV) are described alongside amiloride and HMA comparators for a subset of the four most promising matched-pair analogs. The findings combined with earlier uPA activity/selectivity and other data ultimately drove selection of two analogs (AA1-39 and AA1-41) that showed efficacy in separate mouse cancer metastasis studies.
Collapse
Affiliation(s)
- Benjamin J Buckley
- Illawarra Health and Medical Research Institute, Wollongong, NSW 2522, Australia; School of Chemistry and Molecular Bioscience, University of Wollongong, NSW 2522, Australia; Molecular Horizons, University of Wollongong, NSW 2522, Australia; CONCERT-Translational Cancer Research Centre, NSW 2750, Australia.
| | - Ashraf Aboelela
- School of Chemistry and Molecular Bioscience, University of Wollongong, NSW 2522, Australia; Molecular Horizons, University of Wollongong, NSW 2522, Australia
| | - Hiwa Majed
- School of Chemistry and Molecular Bioscience, University of Wollongong, NSW 2522, Australia; Molecular Horizons, University of Wollongong, NSW 2522, Australia
| | - Richard S Bujaroski
- School of Chemistry and Molecular Bioscience, University of Wollongong, NSW 2522, Australia; Molecular Horizons, University of Wollongong, NSW 2522, Australia
| | - Karen L White
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, VIC 3052, Australia
| | - Andrew K Powell
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, VIC 3052, Australia
| | - Wen Wang
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, VIC 3052, Australia
| | - Kasiram Katneni
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, VIC 3052, Australia
| | - Jessica Saunders
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, VIC 3052, Australia
| | - David M Shackleford
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, VIC 3052, Australia
| | - Susan A Charman
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, VIC 3052, Australia
| | - Gregory M Cook
- Department of Microbiology and Immunology, University of Otago, Otago 9016, New Zealand
| | - Michael J Kelso
- Illawarra Health and Medical Research Institute, Wollongong, NSW 2522, Australia; School of Chemistry and Molecular Bioscience, University of Wollongong, NSW 2522, Australia; Molecular Horizons, University of Wollongong, NSW 2522, Australia
| | - Marie Ranson
- Illawarra Health and Medical Research Institute, Wollongong, NSW 2522, Australia; School of Chemistry and Molecular Bioscience, University of Wollongong, NSW 2522, Australia; Molecular Horizons, University of Wollongong, NSW 2522, Australia; CONCERT-Translational Cancer Research Centre, NSW 2750, Australia
| |
Collapse
|
13
|
Miyachi H, Kanamitsu K, Ishii M, Watanabe E, Katsuyama A, Otsuguro S, Yakushiji F, Watanabe M, Matsui K, Sato Y, Shuto S, Tadokoro T, Kita S, Matsumaru T, Matsuda A, Hirose T, Iwatsuki M, Shigeta Y, Nagano T, Kojima H, Ichikawa S, Sunazuka T, Maenaka K. Structure, solubility, and permeability relationships in a diverse middle molecule library. Bioorg Med Chem Lett 2021; 37:127847. [PMID: 33571648 DOI: 10.1016/j.bmcl.2021.127847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 01/07/2021] [Accepted: 01/30/2021] [Indexed: 10/22/2022]
Abstract
To develop methodology to predict the potential druggability of middle molecules, we examined the structure, solubility, and permeability relationships of a diverse library (HKDL ver.1) consisting of 510 molecules (359 natural product derivatives, 76 non-natural products, 46 natural products, and 29 non-natural product derivatives). The library included peptides, depsipeptides, macrolides, and lignans, and 476 of the 510 compounds had a molecular weight in the range of 500-2000 Da. The solubility and passive diffusion velocity of the middle molecules were assessed using the parallel artificial membrane permeability assay (PAMPA). Quantitative values of solubility of 471 molecules and passive diffusion velocity of 287 molecules were obtained, and their correlations with the structural features of the molecules were examined. Based on the results, we propose a method to predict the passive diffusion characteristics of middle molecules from their three-dimensional structural features.
Collapse
Affiliation(s)
- Hiroyuki Miyachi
- Lead Exploration Unit, Drug Discovery Initiative, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan.
| | - Kayoko Kanamitsu
- Lead Exploration Unit, Drug Discovery Initiative, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Mayumi Ishii
- Lead Exploration Unit, Drug Discovery Initiative, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Eri Watanabe
- Lead Exploration Unit, Drug Discovery Initiative, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Akira Katsuyama
- Center for Research and Education on Drug Discovery, Faculty of Pharmaceutical Science, Hokkaido University, Kita 12, Nishi 6, Kita ku, Sapporo 060 0812, Japan; Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Satoko Otsuguro
- Center for Research and Education on Drug Discovery, Faculty of Pharmaceutical Science, Hokkaido University, Kita 12, Nishi 6, Kita ku, Sapporo 060 0812, Japan
| | - Fumika Yakushiji
- Center for Research and Education on Drug Discovery, Faculty of Pharmaceutical Science, Hokkaido University, Kita 12, Nishi 6, Kita ku, Sapporo 060 0812, Japan; Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Mizuki Watanabe
- Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Kouhei Matsui
- Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Yukina Sato
- Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Satoshi Shuto
- Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Takashi Tadokoro
- Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Shunsuke Kita
- Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Takanori Matsumaru
- Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Akira Matsuda
- Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Tomoyasu Hirose
- Ōmura Satoshi Memorial Research Institute, Kitasato University, Shirokane 5-9-1, Minato-ku, Tokyo 108-8641, Japan
| | - Masato Iwatsuki
- Ōmura Satoshi Memorial Research Institute, Kitasato University, Shirokane 5-9-1, Minato-ku, Tokyo 108-8641, Japan
| | - Yasuteru Shigeta
- Center for Computational Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8577, Japan
| | - Tetsuo Nagano
- Drug Discovery Initiative, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Hirotatsu Kojima
- Drug Discovery Initiative, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Satoshi Ichikawa
- Center for Research and Education on Drug Discovery, Faculty of Pharmaceutical Science, Hokkaido University, Kita 12, Nishi 6, Kita ku, Sapporo 060 0812, Japan; Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan.
| | - Toshiaki Sunazuka
- Ōmura Satoshi Memorial Research Institute, Kitasato University, Shirokane 5-9-1, Minato-ku, Tokyo 108-8641, Japan.
| | - Katsumi Maenaka
- Center for Research and Education on Drug Discovery, Faculty of Pharmaceutical Science, Hokkaido University, Kita 12, Nishi 6, Kita ku, Sapporo 060 0812, Japan; Global Station for Biosurfaces and Drug Discovery, Hokkaido University, Kita 12, Nishi 6, Kita ku, Sapporo 060 0812, Japan.
| |
Collapse
|
14
|
Brueckner AC, Deng Q, Cleves AE, Lesburg CA, Alvarez JC, Reibarkh MY, Sherer EC, Jain AN. Conformational Strain of Macrocyclic Peptides in Ligand-Receptor Complexes Based on Advanced Refinement of Bound-State Conformers. J Med Chem 2021; 64:3282-3298. [PMID: 33724820 DOI: 10.1021/acs.jmedchem.0c02159] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Macrocyclic peptides are an important modality in drug discovery, but molecular design is limited due to the complexity of their conformational landscape. To better understand conformational propensities, global strain energies were estimated for 156 protein-macrocyclic peptide cocrystal structures. Unexpectedly large strain energies were observed when the bound-state conformations were modeled with positional restraints. Instead, low-energy conformer ensembles were generated using xGen that fit experimental X-ray electron density maps and gave reasonable strain energy estimates. The ensembles featured significant conformational adjustments while still fitting the electron density as well or better than the original coordinates. Strain estimates suggest the interaction energy in protein-ligand complexes can offset a greater amount of strain for macrocyclic peptides than for small molecules and non-peptidic macrocycles. Across all molecular classes, the approximate upper bound on global strain energies had the same relationship with molecular size, and bound-state ensembles from xGen yielded favorable binding energy estimates.
Collapse
Affiliation(s)
- Alexander C Brueckner
- Computational & Structural Chemistry, Merck & Co Inc, 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Qiaolin Deng
- Computational & Structural Chemistry, Merck & Co Inc, 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Ann E Cleves
- Bioengineering and Therapeutic Sciences, University of California San Francisco, Box 0128, San Francisco, California 94158, United States
| | - Charles A Lesburg
- Computational and Structural Chemistry, Merck and Co Inc, 33 Avenue Louis Pasteur, Boston, Massachusetts 02115, United States
| | - Juan C Alvarez
- Computational and Structural Chemistry, Merck and Co Inc, 33 Avenue Louis Pasteur, Boston, Massachusetts 02115, United States
| | - Mikhail Y Reibarkh
- Analytical Research and Development, Merck & Co Inc, 126 East Lincoln Avenue, Rahway, New Jersey 07065, United States
| | - Edward C Sherer
- Analytical Research and Development, Merck & Co Inc, 126 East Lincoln Avenue, Rahway, New Jersey 07065, United States
| | - Ajay N Jain
- Bioengineering and Therapeutic Sciences, University of California San Francisco, Box 0128, San Francisco, California 94158, United States
| |
Collapse
|
15
|
Stadelmann T, Subramanian G, Menon S, Townsend CE, Lokey RS, Ebert MO, Riniker S. Connecting the conformational behavior of cyclic octadepsipeptides with their ionophoric property and membrane permeability. Org Biomol Chem 2020; 18:7110-7126. [PMID: 32902550 PMCID: PMC7796559 DOI: 10.1039/d0ob01447h] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Cyclic octadepsipeptides such as PF1022A and its synthetic derivative emodepside exhibit anthelmintic activity with the latter sold as a commercial drug treatment against gastrointestinal nematodes for animal health use. The structure-permeability relationship of these cyclic depsipeptides that could ultimately provide insights into the compound bioavailability is not yet well understood. The fully N-methylated amide backbone and apolar sidechain residues do not allow for the formation of intramolecular hydrogen bonds, normally observed in the membrane-permeable conformations of cyclic peptides. Hence, any understanding gained on these depsipeptides would serve as a prototype for future design strategies. In previous nuclear magnetic resonance (NMR) studies, two macrocyclic core conformers of emodepside were detected, one with all backbone amides in trans-configuration (hereon referred as the symmetric conformer) and the other with one amide in cis-configuration (hereon referred as the asymmetric conformer). In addition, these depsipeptides were also reported to be ionophores with a preference of potassium over sodium. In this study, we relate the conformational behavior of PF1022A, emodepside, and closely related analogs with their ionophoric characteristic probed using NMR and molecular dynamics (MD) simulations and finally evaluated their passive membrane permeability using PAMPA. We find that the equilibrium between the two core conformers shifts more towards the symmetric conformer upon addition of monovalent cations with selectivity for potassium over sodium. Both the NMR experiments and the theoretical Markov state models based on extensive MD simulations indicate a more rigid backbone for the asymmetric conformation, whereas the symmetric conformation shows greater flexibility. The experimental results further advocate for the symmetric conformation binding the cation. The PAMPA results suggest that the investigated depsipeptides are retained in the membrane, which may be advantageous for the likely target, a membrane-bound potassium channel.
Collapse
Affiliation(s)
- Thomas Stadelmann
- Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 1-5, 8093 Zurich, Switzerland.
| | - Govindan Subramanian
- Veterinary Medicine Research & Development, Zoetis, 333 Portage Street, Bldg. 300, Kalamazoo, Michigan 49007, USA
| | - Sanjay Menon
- Veterinary Medicine Research & Development, Zoetis, 333 Portage Street, Bldg. 300, Kalamazoo, Michigan 49007, USA
| | - Chad E Townsend
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, California 93064, USA
| | - R Scott Lokey
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, California 93064, USA
| | - Marc-Olivier Ebert
- Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 1-5, 8093 Zurich, Switzerland.
| | - Sereina Riniker
- Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 1-5, 8093 Zurich, Switzerland.
| |
Collapse
|
16
|
Le Roux A, Blaise É, Boudreault PL, Comeau C, Doucet A, Giarrusso M, Collin MP, Neubauer T, Kölling F, Göller AH, Seep L, Tshitenge DT, Wittwer M, Kullmann M, Hillisch A, Mittendorf J, Marsault E. Structure-Permeability Relationship of Semipeptidic Macrocycles-Understanding and Optimizing Passive Permeability and Efflux Ratio. J Med Chem 2020; 63:6774-6783. [PMID: 32453569 DOI: 10.1021/acs.jmedchem.0c00013] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
We herein report the first thorough analysis of the structure-permeability relationship of semipeptidic macrocycles. In total, 47 macrocycles were synthesized using a hybrid solid-phase/solution strategy, and then their passive and cellular permeability was assessed using the parallel artificial membrane permeability assay (PAMPA) and Caco-2 assay, respectively. The results indicate that semipeptidic macrocycles generally possess high passive permeability based on the PAMPA, yet their cellular permeability is governed by efflux, as reported in the Caco-2 assay. Structural variations led to tractable structure-permeability and structure-efflux relationships, wherein the linker length, stereoinversion, N-methylation, and peptoids site-specifically impact the permeability and efflux. Extensive nuclear magnetic resonance, molecular dynamics, and ensemble-based three-dimensional polar surface area (3D-PSA) studies showed that ensemble-based 3D-PSA is a good predictor of passive permeability.
Collapse
Affiliation(s)
- Antoine Le Roux
- Department of Pharmacology-Physiology, Institut de Pharmacologie de Sherbrooke, 3001, 12e av nord, Sherbrooke, Québec J1H 5N4, Canada
| | - Émilie Blaise
- Department of Pharmacology-Physiology, Institut de Pharmacologie de Sherbrooke, 3001, 12e av nord, Sherbrooke, Québec J1H 5N4, Canada
| | - Pierre-Luc Boudreault
- Department of Pharmacology-Physiology, Institut de Pharmacologie de Sherbrooke, 3001, 12e av nord, Sherbrooke, Québec J1H 5N4, Canada
| | - Christian Comeau
- Department of Pharmacology-Physiology, Institut de Pharmacologie de Sherbrooke, 3001, 12e av nord, Sherbrooke, Québec J1H 5N4, Canada
| | - Annie Doucet
- Department of Pharmacology-Physiology, Institut de Pharmacologie de Sherbrooke, 3001, 12e av nord, Sherbrooke, Québec J1H 5N4, Canada
| | - Marilena Giarrusso
- Department of Pharmacology-Physiology, Institut de Pharmacologie de Sherbrooke, 3001, 12e av nord, Sherbrooke, Québec J1H 5N4, Canada
| | | | - Thomas Neubauer
- Drug Discovery, Pharmaceuticals, Bayer AG, Wuppertal D-42096, Germany
| | - Florian Kölling
- Drug Discovery, Pharmaceuticals, Bayer AG, Wuppertal D-42096, Germany
| | - Andreas H Göller
- Drug Discovery, Pharmaceuticals, Bayer AG, Wuppertal D-42096, Germany
| | - Lea Seep
- Drug Discovery, Pharmaceuticals, Bayer AG, Wuppertal D-42096, Germany
| | | | - Matthias Wittwer
- Drug Discovery, Pharmaceuticals, Bayer AG, Wuppertal D-42096, Germany
| | | | | | | | - Eric Marsault
- Department of Pharmacology-Physiology, Institut de Pharmacologie de Sherbrooke, 3001, 12e av nord, Sherbrooke, Québec J1H 5N4, Canada
| |
Collapse
|
17
|
Ribić R, Manček-Keber M, Chain F, Sinnaeve D, Martins JC, Jerala R, Tomić S, Fehér K. Targeted Delivery of Adamantylated Peptidoglycan Immunomodulators in Lipid Nanocarriers: NMR Shows That Cargo Fragments Are Available on the Surface. J Phys Chem B 2020; 124:4132-4145. [PMID: 32283934 DOI: 10.1021/acs.jpcb.0c00029] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
We present an in-depth investigation of the membrane interactions of peptidoglycan (PGN)-based immune adjuvants designed for lipid-based delivery systems using NMR spectroscopy. The derivatives contain a cargo peptidoglycan (PGN) dipeptide fragment and an adamantyl group, which serves as an anchor to the lipid bilayer. Furthermore, derivatives with a mannose group that can actively target cell surface receptors on immune cells are also studied. We showed that the targeting mannose group and the cargo PGN fragment are both available on the lipid bilayer surface, thereby enabling interactions with cognate receptors. We found that the nonmannosylated compounds are incorporated stronger into the lipid assemblies than the mannosylated ones, but the latter compounds penetrate deeper in the bilayer. This might be explained by stronger electrostatic interactions available for zwitterionic nonmannosylated derivatives as opposed to the compounds in which the charged N-terminus is capped by mannose groups. The higher incorporation efficiency of the nonmannosylated compounds correlated with a larger relative enhancement in immune stimulation activities upon lipid incorporation compared to that of the derivatives with the mannose group. The chirality of the adamantyl group also influenced the incorporation efficiency, which in turn correlated with membrane-associated conformations that affect possible intermolecular interactions with lipid molecules. These findings will help in improving the development of PGN-based immune adjuvants suitable for delivery in lipid nanoparticles.
Collapse
Affiliation(s)
- Rosana Ribić
- University Center Varaždin, University North, Jurja Križanića 31b, HR-42 000 Varaždin, Croatia.,Heidelberg Institute for Theoretical Studies, Schloss-Wolfsbrunnenweg 35, 69118 Heidelberg, Germany
| | - Mateja Manček-Keber
- Department of Synthetic Biology and Immunology, National Institute of Chemistry, Hajdrihova 19, P.O. Box 660, SI-1001 Ljubljana, Slovenia.,Heidelberg Institute for Theoretical Studies, Schloss-Wolfsbrunnenweg 35, 69118 Heidelberg, Germany
| | - Fernando Chain
- Department of Organic and Macromolecular Chemistry, Ghent University, Campus Sterre S4, Krijgslaan 281, 9000 Ghent, Belgium
| | - Davy Sinnaeve
- Department of Organic and Macromolecular Chemistry, Ghent University, Campus Sterre S4, Krijgslaan 281, 9000 Ghent, Belgium.,Univ. Lille, Inserm, Institut Pasteur de Lille, CHU Lille, U1167 - Labex DISTALZ - RID-AGE - Risk Factors and Molecular Determinants of Aging-Related Diseases, F-59000 Lille, France.,CNRS, ERL9002 - Integrative Structural Biology, F-59000 Lille, France
| | - José C Martins
- Department of Organic and Macromolecular Chemistry, Ghent University, Campus Sterre S4, Krijgslaan 281, 9000 Ghent, Belgium
| | - Roman Jerala
- Department of Synthetic Biology and Immunology, National Institute of Chemistry, Hajdrihova 19, P.O. Box 660, SI-1001 Ljubljana, Slovenia
| | - Srđanka Tomić
- Department of Chemistry, Faculty of Science, University of Zagreb, Horvatovac 102A, HR-10 000 Zagreb, Croatia
| | - Krisztina Fehér
- Department of Organic and Macromolecular Chemistry, Ghent University, Campus Sterre S4, Krijgslaan 281, 9000 Ghent, Belgium.,Heidelberg Institute for Theoretical Studies, Schloss-Wolfsbrunnenweg 35, 69118 Heidelberg, Germany.,Molecular Recognition and Interaction Research Group, Hungarian Academy of Sciences, Egyetem tér 1, H-4032 Debrecen, Hungary
| |
Collapse
|
18
|
Kilbourn MR, Cole EL, Scott PJH. In vitro binding affinity vs. in vivo site occupancy: A PET study of four diastereomers of dihydrotetrabenazine (DTBZ) in monkey brain. Nucl Med Biol 2020; 92:38-42. [PMID: 32122751 DOI: 10.1016/j.nucmedbio.2020.02.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 02/16/2020] [Indexed: 10/25/2022]
Abstract
INTRODUCTION In vivo imaging methods such as Positron Emission Tomography (PET) can be used to examine the relationship between in vitro binding affinity and in vivo occupancy of binding sites in the brain for new drug candidates. In this study, PET imaging in monkey brain was used to evaluate that correlation for a set of four diastereomers of the compound dihydrotetrabenazine (DTBZ), the pharmacologically active metabolite of the drug tetrabenazine. METHODS PET studies of DTBZ diastereomers were completed in a single monkey brain. In vivo occupancies (ED50) were estimated using multiple drug doses and the vesicular monoamine transporter 2 specific radioligand (+)-α-[11C] DTBZ, employing a test-retest sequence of control PET scan, drug administration and a second PET scan completed on a single day. RESULTS DTBZ has three chiral carbon centers and eight possible stereoisomers, and in vivo occupancy of the target site VMAT2 was observed only for the four diastereomers of DTBZ having the 11bR absolute configuration. The estimated in vivo occupancies (ED50 values from 0.023 to >3.15 mg/kg) correlated well (R2 = 0.95) with the in vitro binding affinities (Ki values of 4 to 600 nM for the VMAT2), and an even better correlation (R2 = 0.99) was found for the three isomers with in vitro binding affinities <100 nM. CONCLUSIONS If the physiochemical (MW, log P, pKa) or physiological (metabolism, transport, protein binding) properties of a set of drug stereoisomers are considered similar, the binding affinities determined from in vitro assays may predict the in vivo occupancies of the target binding site in the monkey brain.
Collapse
Affiliation(s)
- Michael R Kilbourn
- Department of Radiology, University of Michigan Medical School, Ann Arbor, MI 48105, USA.
| | - Erin L Cole
- Department of Radiology, University of Michigan Medical School, Ann Arbor, MI 48105, USA
| | - Peter J H Scott
- Department of Radiology, University of Michigan Medical School, Ann Arbor, MI 48105, USA
| |
Collapse
|
19
|
Caron G, Digiesi V, Solaro S, Ermondi G. Flexibility in early drug discovery: focus on the beyond-Rule-of-5 chemical space. Drug Discov Today 2020; 25:621-627. [PMID: 31991117 DOI: 10.1016/j.drudis.2020.01.012] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 01/09/2020] [Accepted: 01/16/2020] [Indexed: 01/02/2023]
Abstract
Large and flexible compounds are of interest in pharmaceutical programs aimed at challenging protein targets that cannot be modulated by Rule of Five (Ro5)-compliant small molecules. Given their particular structural features, early drug discovery is now in charge of identifying which molecular descriptors should be used in the often called beyond-Rule-of-5 (bRo5) chemical space. Here, we focus on flexibility descriptors. First, we discuss the concept of flexibility and then focus on the number of rotatable bonds (NRot), the most common in silico descriptor. After identifying the pros and cons of NRot, we discuss how Kier's index Φ can replace NRot, and the limits of 3D descriptors. Finally, we show how a misuse of NRot and Φ can result in incorrect interpretations of the impact of flexibility in the bRo5 space and how flexibility has potential in the prospective design of orally bioavailable bRo5 drug candidates.
Collapse
Affiliation(s)
- Giulia Caron
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Quarello 15, 10135, Torino, Italy
| | - Vito Digiesi
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Quarello 15, 10135, Torino, Italy
| | - Sara Solaro
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Quarello 15, 10135, Torino, Italy
| | - Giuseppe Ermondi
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Quarello 15, 10135, Torino, Italy.
| |
Collapse
|
20
|
Nitschke P, Lokesh N, Gschwind RM. Combination of illumination and high resolution NMR spectroscopy: Key features and practical aspects, photochemical applications, and new concepts. Prog Nucl Magn Reson Spectrosc 2019; 114-115:86-134. [PMID: 31779887 DOI: 10.1016/j.pnmrs.2019.06.001] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 06/04/2019] [Accepted: 06/04/2019] [Indexed: 06/10/2023]
Abstract
In the last decade, photochemical and photocatalytic applications have developed into one of the dominant research fields in chemistry. However, mechanistic investigations to sustain this enormous progress are still relatively sparse and in high demand by the photochemistry community. UV/Vis spectroscopy and EPR spectroscopy have been the main spectroscopic tools to study the mechanisms of photoreactions due to their higher time resolution and sensitivity. On the other hand, application of NMR in photosystems has been mainly restricted to photo-CIDNP, since the initial photoexcitation was thought to be the single key to understand photoinduced reactions. In 2015 the Gschwind group showcased the possibility that different reaction pathways could occur from the same photoexcited state depending on the reaction conditions by using in situ LED illumination NMR. This was the starting point to push the active participation of NMR in photosystems to its full potential, including reaction profiling, structure determination of intermediates, downstream mechanistic studies, dark pathways, intermediate sequencing with CEST etc. Following this, multiple studies using in situ illumination NMR have been reported focusing on mechanistic investigations in photocatalysis, photoswitches, and polymerizations. The recent increased popularity of this technique can be attributed to the simplicity of the experimental setup and the availability of low cost, high power LEDs. Here, we review the development of experimental design, applications and new concepts of illuminated NMR. In the first part, we describe the development of different designs of NMR illumination apparatus, illuminating from the bottom/side/top/inside, and discuss their pros and cons for specific applications. Furthermore, we address LASERs and LEDs as different light sources as well as special cases such as UVNMR(-illumination), FlowNMR, NMR on a Chip etc. To complete the discussion on experimental apparatus, the advantages and disadvantages of in situ LED illumination NMR versus ex situ illumination NMR are described. The second part of this review discusses different facets of applications of inside illumination experiments. It highlights newly revealed mechanistic and structural information and ideas in the fields of photocatalyis, photoswitches and photopolymerization. Finally, we present new concepts and methods based on the combination of NMR and illumination such as sensitivity enhancement, chemical pump probes, experimental access to transition state combinations and NMR actinometry. Overall this review presents NMR spectroscopy as a complementary tool to UV/Vis spectroscopy in mechanistic and structural investigations of photochemical processes. The review is presented in a way that is intended to assist the photochemistry and photocatalysis community in adopting and understanding this astonishingly powerful in situ LED illumination NMR method for their investigations on a daily basis.
Collapse
Affiliation(s)
- Philipp Nitschke
- Organic Chemistry, University of Regensburg, 93040 Regensburg, Germany
| | | | - Ruth M Gschwind
- Organic Chemistry, University of Regensburg, 93040 Regensburg, Germany.
| |
Collapse
|
21
|
|
22
|
Abstract
Spontaneous solute and solvent permeation through membranes is of vital importance to human life, be it gas exchange in red blood cells, metabolite excretion, drug/toxin uptake, or water homeostasis. Knowledge of the underlying molecular mechanisms is the sine qua non of every functional assignment to membrane transporters. The basis of our current solubility diffusion model was laid by Meyer and Overton. It correlates the solubility of a substance in an organic phase with its membrane permeability. Since then, a wide range of studies challenging this rule have appeared. Commonly, the discrepancies have their origin in ill-used measurement approaches, as we demonstrate on the example of membrane CO2 transport. On the basis of the insight that scanning electrochemical microscopy offered into solute concentration distributions in immediate membrane vicinity of planar membranes, we analyzed the interplay between chemical reactions and diffusion for solvent transport, weak acid permeation, and enzymatic reactions adjacent to membranes. We conclude that buffer reactions must also be considered in spectroscopic investigations of weak acid transport in vesicular suspensions. The evaluation of energetic contributions to membrane translocation of charged species demonstrates the compatibility of the resulting membrane current with the solubility diffusion model. A local partition coefficient that depends on membrane penetration depth governs spontaneous membrane translocation of both charged and uncharged molecules. It is determined not only by the solubility in an organic phase but also by other factors like cholesterol concentration and intrinsic electric membrane potentials.
Collapse
Affiliation(s)
- Christof Hannesschlaeger
- From the Institute of Biophysics , Johannes Kepler University Linz , Gruberstrasse 40 , 4020 Linz , Austria
| | - Andreas Horner
- From the Institute of Biophysics , Johannes Kepler University Linz , Gruberstrasse 40 , 4020 Linz , Austria
| | - Peter Pohl
- From the Institute of Biophysics , Johannes Kepler University Linz , Gruberstrasse 40 , 4020 Linz , Austria
| |
Collapse
|
23
|
Trujillo C, Flood A, Sánchez-Sanz G, Twamley B, Rozas I. Planarity or Nonplanarity: Modulating Guanidine Derivatives as α2-Adrenoceptors Ligands. J Chem Inf Model 2019; 59:2479-2486. [DOI: 10.1021/acs.jcim.9b00140] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Cristina Trujillo
- School of Chemistry, Trinity College Dublin, 152-160 Pearse Street, Dublin 2, Ireland
| | - Aoife Flood
- School of Chemistry, Trinity College Dublin, 152-160 Pearse Street, Dublin 2, Ireland
| | - Goar Sánchez-Sanz
- Irish Centre
of
High-End Computing, Grand Canal Quay, Dublin 2, Ireland
| | - Brendan Twamley
- School of Chemistry, Trinity College Dublin, 152-160 Pearse Street, Dublin 2, Ireland
| | - Isabel Rozas
- School of Chemistry, Trinity College Dublin, 152-160 Pearse Street, Dublin 2, Ireland
| |
Collapse
|
24
|
El-Hashash MA, El-Bordany EA, Marzouk MI, El-Naggar AM, Nawar TM, El-Sayed WM. Novel Nicotinonitrile Derivatives Bearing Imino Moieties Enhance Apoptosis and Inhibit Tyrosine Kinase. Anticancer Agents Med Chem 2019; 18:1589-1598. [PMID: 29745342 DOI: 10.2174/1871520618666180510112614] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 02/26/2018] [Accepted: 03/20/2018] [Indexed: 02/05/2023]
Abstract
Background:
Fused heterocyclic containing pyrazolopyridine systems have several medicinal activities
including cytotoxic and carcinostatic activities.
Objective:
To investigate the antiproliferative activity and associated mechanism(s) of a novel series of
nicotinonitrile derivatives.
Method:
The series has been synthesized by the reaction of hydrazonoyl chlorides with each of 4-(4-
methoxyphenyl)-3-methyl-6-oxo-6,7-dihydro-1H-pyrazolo[3,4-b]pyridine-5-carbonitrile and 2-amino-4-(4-
methoxyphenyl)-6,7-dihydro-5H-cyclopenta[b]pyridine-3-carbonitrile in dioxane in basic medium. The assigned
structures for each of the new products were identified via elemental and spectral data. Moreover, the cytotoxic
activity for some selected products was screened.
Results:
Derivatives 5g, 7i, 8 and 9 had their IC50 at ~ 1-3 µM and derivatives 7b, 7d, and 7f were similar to 5-
fluorouracil and had their IC50 at ~ 5 µM against breast (MCF-7) and colon (HCT-116) cell lines. All derivatives
were specific in action and safe to normal fibroblasts (WI38). Only derivative 9 caused some toxicity but at high
concentration of 93 µM. These derivatives exerted strong antiproliferative activity through inducing intrinsic
apoptosis as indicated from the significant induction of caspases 9 and 3 by 3-6 folds in colon cells and/or inhibiting
tyrosine kinase (TK) and hence arresting the cell cycle.
Conclusion:
Compounds 8 and 5g were the most potent anticancer agents inhibiting the TK by 86 and 89% and
their IC50 of the enzyme were 311 and 352 nM, respectively. We believe that these derivatives deserve further
investigation and these chemical moieties could offer promising anticancer drugs.
Collapse
Affiliation(s)
- Maher A. El-Hashash
- University of Ain Shams, Faculty of Science, Department of Chemistry, Abbassia 11566, Cairo, Egypt
| | - Eman A. El-Bordany
- University of Ain Shams, Faculty of Science, Department of Chemistry, Abbassia 11566, Cairo, Egypt
| | - Magda I. Marzouk
- University of Ain Shams, Faculty of Science, Department of Chemistry, Abbassia 11566, Cairo, Egypt
| | - Abeer M. El-Naggar
- University of Ain Shams, Faculty of Science, Department of Chemistry, Abbassia 11566, Cairo, Egypt
| | - Tarek M.S. Nawar
- University of Ain Shams, Faculty of Science, Department of Chemistry, Abbassia 11566, Cairo, Egypt
| | - Wael M. El-Sayed
- University of Ain Shams, Faculty of Science, Department of Zoology, Abbassia 11566, Cairo, Egypt
| |
Collapse
|
25
|
Caron G, Kihlberg J, Ermondi G. Intramolecular hydrogen bonding: An opportunity for improved design in medicinal chemistry. Med Res Rev 2019; 39:1707-1729. [PMID: 30659634 DOI: 10.1002/med.21562] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 12/18/2018] [Accepted: 12/19/2019] [Indexed: 12/14/2022]
Abstract
Recent literature shows that intramolecular hydrogen bond (IMHB) formation can positively impact upon the triad of permeability, solubility, and potency of drugs and candidates. IMHB modulation can be applied to compounds in any chemical space as a means for discovering drug candidates with both acceptable potency and absorption, distribution, metabolism, and excretion-Tox profiles. Integrating IMHB formation in design of drugs is, therefore, an exciting and timely challenge for modern medicinal chemistry. In this review, we first provide some background about IMHBs from the medicinal chemist's point of view and highlight some IMHB-associated misconceptions. Second, we propose a classification of IMHBs for drug discovery purposes, review the most common in silico tactics to include IMHBs in lead optimization and list some experimental physicochemical descriptors, which quantify the propensity of compounds to form IMHBs. By focusing on the compounds size and the number of IMHBs that can potentially be formed, we also outline the major difficulties encountered when designing compounds based on the inclusion of IMHBs. Finally, we discuss recent case studies illustrating the application of IMHB to optimize cell permeability and physicochemical properties of small molecules, cyclic peptides and macrocycles.
Collapse
Affiliation(s)
- Giulia Caron
- Molecular Biotechnology and Health Sciences Department, University of Torino, Torino, Italy
| | - Jan Kihlberg
- Department of Chemistry - BMC, Uppsala University, Uppsala, Sweden
| | - Giuseppe Ermondi
- Molecular Biotechnology and Health Sciences Department, University of Torino, Torino, Italy
| |
Collapse
|
26
|
Trujillo C, Rozas I, Elguero J, Alkorta I, Sánchez-Sanz G. Modulating intramolecular chalcogen bonds in aromatic (thio)(seleno)phene-based derivatives. Phys Chem Chem Phys 2019; 21:23645-23650. [DOI: 10.1039/c9cp03694f] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Intramolecular chalcogen interactions have been studied for four different derivatives of compounds within two different families, S or Se, to evaluate the effect of these IMChBs in the stability of the interacting and non-interacting systems.
Collapse
Affiliation(s)
- Cristina Trujillo
- School of Chemistry
- Trinity Biomedical Sciences Institute
- Trinity College Dublin 152-160 Pearse Street
- Dublin 2
- Ireland
| | - Isabel Rozas
- School of Chemistry
- Trinity Biomedical Sciences Institute
- Trinity College Dublin 152-160 Pearse Street
- Dublin 2
- Ireland
| | - José Elguero
- Instituto de Química Médica
- CSIC
- Juan de la Cierva
- 3
- E-28006 Madrid
| | - Ibon Alkorta
- Instituto de Química Médica
- CSIC
- Juan de la Cierva
- 3
- E-28006 Madrid
| | | |
Collapse
|
27
|
Abstract
The low aqueous solubility of most hydrophobic medications limits their oral absorption. An approach to solve this problem is to make a drug-polymer association. Herein, we investigated the association between rafoxanide (RAF), a surface-active, poorly water-soluble drug, with a commercial hydrophilic polymer povidone. We found that the association is a function of medium composition and could only take place in polar media, such as water. The association is favored by the hydrogen-bond formation between the amide group in RAF and the carbonyl group in povidone. In addition, the association is also favored by the self-association of RAF through π-π interaction between the benzene rings in adjacent RAF molecules. Two-dimensional nuclear magnetic resonance has been applied to investigate the interactions and has confirmed our hypotheses. Geometry optimization confirmed that RAF exists primarily in the antiparallel configuration in the RAF aggregates. This study provides critical information for designing suitable drug-vehicle complexes and engineering the interactions between them to maximize the oral absorption. Our results shed light on drug design and delivery, drug molecule structure-functionality relationship, as well as efficacy enhancement toward interaction engineering.
Collapse
Affiliation(s)
- Fan Meng
- Division of Molecular Pharmaceutics and Drug Delivery, College of Pharmacy , The University of Texas at Austin , University Avenue , 2409 Austin , Texas , United States
| | - Zhifeng Jing
- Biomedical Engineering , The University of Texas at Austin , 107 W. Dean Keeton Street , 2409 Austin , Texas , United States
| | - Rui Ferreira
- Hovione LLC , 40 Lake Drive , East Windsor , New Jersey 08520 , United States
| | - Pengyu Ren
- Biomedical Engineering , The University of Texas at Austin , 107 W. Dean Keeton Street , 2409 Austin , Texas , United States
| | - Feng Zhang
- Division of Molecular Pharmaceutics and Drug Delivery, College of Pharmacy , The University of Texas at Austin , University Avenue , 2409 Austin , Texas , United States
| |
Collapse
|
28
|
Liu L, Lei Y, Zhang J, Li N, Zhang F, Wang H, He F. Rational Design for Multicolor Flavone-Based Fluorophores with Aggregation-Induced Emission Enhancement Characteristics and Applications in Mitochondria-Imaging. Molecules 2018; 23:E2290. [PMID: 30205485 DOI: 10.3390/molecules23092290] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Revised: 09/03/2018] [Accepted: 09/05/2018] [Indexed: 01/10/2023] Open
Abstract
Fluorophores with aggregation-induced emission enhancement (AIEE) properties have attracted more attention in recent years. In order to realise more valuable applications, the different kinds of AIEE molecules are in serious need of further development. Therefore, a novel flavone-based AIEE system derived from restriction of intramolecular rotation (RIR) was designed and synthesized in this work. The results revealed that six of the compounds showed typical AIEE characteristics, with fluorescence emissions from purple, blue, cyan to green, tunable by changing substituent groups. This flavone-based AIEE system has never been reported before. The AIEE characteristics were investigated by optical spectroscopy, fluorescence photographs, scanning electron microscopy (SEM), fluorescence quantum yields (ФF) and fluorescence lifetime in the CH3OH/H2O mixed solution. Moreover, benefiting from the simple structures and small molecular weight, they could permeate cells faster than current high-molecular-weight AIEE molecules. Furthermore, to examine possible biomedical applications, fluorescence imaging in living A549 lung cells and cell viabilities were examined, and the results displayed that these fluorophores showed good cellular uptake and low cytotoxicity within the experimental concentration range. In addition, these AIEE compounds possessed excellent specificity for mitochondrial targeting and mitochondrial morphological change tracking, besides, they displayed superior photostability, which indicated they are potential candidates for mitochondrial imaging.
Collapse
|
29
|
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] [What about the content of this article? (0)] [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.
Collapse
|
30
|
Masuda Y, Tanaka R, Ganesan A, Doi T. Systematic Analysis of the Relationship among 3D Structure, Bioactivity, and Membrane Permeability of PF1171F, a Cyclic Hexapeptide with Paralyzing Effects on Silkworms. J Org Chem 2018; 82:11447-11463. [PMID: 28981274 DOI: 10.1021/acs.joc.7b01975] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PF1171 hexapeptides, a family of cyclic hexapeptides produced by fungi, exhibit paralyzing effects on the larvae of silkworms via oral administration. To elucidate the structural features of PF1171 hexapeptides that are crucial for bioactivity, the relationship among 3D structure, bioactivity, and membrane permeability of PF1171F (the peptide with the highest bioavailability) was systematically analyzed through the synthesis of 22 analogues. The PF1171F analogues were prepared by the solid-phase synthesis of a linear precursor and subsequent solution-phase macrolactamization. Analysis by NMR spectroscopy and molecular modeling indicated that the major 3D conformations of PF1171F in various solvents resemble its X-ray crystal structure. The analogues with this conformation tend to exhibit potent paralysis against silkworms, indicating the significance of the conformation in the paralysis. The biological activity was dependent on the mode of administration, varying between hemolymph injection and oral administration. Parallel artificial membrane permeability assay (PAMPA) of the analogues revealed a correlation between membrane permeabilities and paralytic activity by hemolymph injection, indicating that the target molecule of PF1171F is present inside the cell membrane.
Collapse
Affiliation(s)
- Yuichi Masuda
- Graduate School of Bioresources, Mie University , 1577 Kurimamachiya-cho, Tsu 514-8507, Japan.,Graduate School of Pharmaceutical Sciences, Tohoku University , 6-3 Aza-Aoba, Aramaki, Aoba-ku, Sendai, Miyagi 980-8578, Japan
| | - Ren Tanaka
- Graduate School of Pharmaceutical Sciences, Tohoku University , 6-3 Aza-Aoba, Aramaki, Aoba-ku, Sendai, Miyagi 980-8578, Japan
| | - A Ganesan
- School of Pharmacy, University of East Anglia , Norwich Research Park, Norwich NR4 7TJ, United Kingdom
| | - Takayuki Doi
- Graduate School of Pharmaceutical Sciences, Tohoku University , 6-3 Aza-Aoba, Aramaki, Aoba-ku, Sendai, Miyagi 980-8578, Japan
| |
Collapse
|
31
|
Cavasin AT, Hillisch A, Uellendahl F, Schneckener S, Göller AH. Reliable and Performant Identification of Low-Energy Conformers in the Gas Phase and Water. J Chem Inf Model 2018; 58:1005-1020. [PMID: 29717870 DOI: 10.1021/acs.jcim.8b00151] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Prediction of compound properties from structure via quantitative structure-activity relationship and machine-learning approaches is an important computational chemistry task in small-molecule drug research. Though many such properties are dependent on three-dimensional structures or even conformer ensembles, the majority of models are based on descriptors derived from two-dimensional structures. Here we present results from a thorough benchmark study of force field, semiempirical, and density functional methods for the calculation of conformer energies in the gas phase and water solvation as a foundation for the correct identification of relevant low-energy conformers. We find that the tight-binding ansatz GFN-xTB shows the lowest error metrics and highest correlation to the benchmark PBE0-D3(BJ)/def2-TZVP in the gas phase for the computationally fast methods and that in solvent OPLS3 becomes comparable in performance. MMFF94, AM1, and DFTB+ perform worse, whereas the performance-optimized but far more expensive functional PBEh-3c yields energies almost perfectly correlated to the benchmark and should be used whenever affordable. On the basis of our findings, we have implemented a reliable and fast protocol for the identification of low-energy conformers of drug-like molecules in water that can be used for the quantification of strain energy and entropy contributions to target binding as well as for the derivation of conformer-ensemble-dependent molecular descriptors.
Collapse
Affiliation(s)
| | - Alexander Hillisch
- Bayer AG , Drug Discovery, Chemical Research , 42096 Wuppertal , Germany
| | - Felix Uellendahl
- Bayer AG , Drug Discovery, Chemical Research , 42096 Wuppertal , Germany
| | - Sebastian Schneckener
- Bayer AG , Engineering & Technology, Applied Mathematics , 51368 Leverkusen , Germany
| | - Andreas H Göller
- Bayer AG , Drug Discovery, Chemical Research , 42096 Wuppertal , Germany
| |
Collapse
|
32
|
Rossi Sebastiano M, Doak BC, Backlund M, Poongavanam V, Over B, Ermondi G, Caron G, Matsson P, Kihlberg J. Impact of Dynamically Exposed Polarity on Permeability and Solubility of Chameleonic Drugs Beyond the Rule of 5. J Med Chem 2018; 61:4189-4202. [PMID: 29608068 DOI: 10.1021/acs.jmedchem.8b00347] [Citation(s) in RCA: 127] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Conformational flexibility has been proposed to significantly affect drug properties outside rule-of-5 (Ro5) chemical space. Here, we investigated the influence of dynamically exposed polarity on cell permeability and aqueous solubility for a structurally diverse set of drugs and clinical candidates far beyond the Ro5, all of which populated multiple distinct conformations as revealed by X-ray crystallography. Efflux-inhibited (passive) Caco-2 cell permeability correlated strongly with the compounds' minimum solvent-accessible 3D polar surface areas (PSA), whereas aqueous solubility depended less on the specific 3D conformation. Inspection of the crystal structures highlighted flexibly linked aromatic side chains and dynamically forming intramolecular hydrogen bonds as particularly effective in providing "chameleonic" properties that allow compounds to display both high cell permeability and aqueous solubility. These structural features, in combination with permeability predictions based on the correlation to solvent-accessible 3D PSA, should inspire drug design in the challenging chemical space far beyond the Ro5.
Collapse
Affiliation(s)
| | - Bradley C Doak
- Department of Medicinal Chemistry, MIPS , Monash University , 381 Royal Parade , Parkville , Victoria 3052 , Australia
| | - Maria Backlund
- Uppsala University Drug Optimization and Pharmaceutical Profiling Platform (UDOPP), a Node at the Chemical Biology Consortium Sweden, Science for Life Laboratory, Department of Pharmacy, BMC , Uppsala University , Box 580, SE-751 23 Uppsala , Sweden
| | | | - Björn Over
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit , AstraZeneca R&D Gothenburg , SE-431 83 Mölndal , Sweden
| | - Giuseppe Ermondi
- Department of Molecular Biotechnology and Health Sciences , University of Torino , Quarello 15 , 10135 Torino , Italy
| | - Giulia Caron
- Department of Molecular Biotechnology and Health Sciences , University of Torino , Quarello 15 , 10135 Torino , Italy
| | - Pär Matsson
- Department of Pharmacy, BMC , Uppsala University , Box 580, SE-751 23 Uppsala , Sweden
| | - Jan Kihlberg
- Department of Chemistry - BMC , Uppsala University , Box 576, SE-751 23 Uppsala , Sweden
| |
Collapse
|
33
|
Abstract
We discuss progress towards addressing three key questions pertaining to the design of screening libraries of synthetic non-peptidic macrocycles (MCs) for drug discovery: What structural and physicochemical properties of MCs maximize the likelihood of achieving strong and specific binding to protein targets? What features render a protein target suitable for binding MCs, and can this information be used to identify suitable targets for inhibition by MCs? What properties of synthetic MCs confer good pharmaceutical properties, and particularly good aqueous solubility coupled with passive membrane permeability? We additionally discuss how the criteria that define a meaningful MC screening hit are linked to the size of the screening library and the synthetic methodology employed in its preparation.
Collapse
Affiliation(s)
- Adrian Whitty
- Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, USA.
| | | | | |
Collapse
|
34
|
Safna Hussan K, Thayyil MS, Rajan VK, Muraleedharan K. Experimental and density functional theory studies on benzalkonium ibuprofenate, a double active pharmaceutical ingredient. Comput Biol Chem 2018; 72:113-21. [DOI: 10.1016/j.compbiolchem.2017.12.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Revised: 11/21/2017] [Accepted: 12/08/2017] [Indexed: 11/18/2022]
|
35
|
Alihodžić S, Bukvić M, Elenkov IJ, Hutinec A, Koštrun S, Pešić D, Saxty G, Tomašković L, Žiher D. Current Trends in Macrocyclic Drug Discovery and beyond -Ro5. Progress in Medicinal Chemistry 2018; 57:113-233. [DOI: 10.1016/bs.pmch.2018.01.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
|
36
|
Nguyen QNN, Schwochert J, Tantillo DJ, Lokey RS. Using 1H and 13C NMR chemical shifts to determine cyclic peptide conformations: a combined molecular dynamics and quantum mechanics approach. Phys Chem Chem Phys 2018; 20:14003-14012. [DOI: 10.1039/c8cp01616j] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Conformational analysis from NMR and density-functional prediction of low-energy ensembles (CANDLE), a new approach for determining solution structures.
Collapse
|
37
|
Procházková E, Čechová L, Kind J, Janeba Z, Thiele CM, Dračínský M. Photoswitchable Intramolecular Hydrogen Bonds in 5-Phenylazopyrimidines Revealed By In Situ Irradiation NMR Spectroscopy. Chemistry 2017; 24:492-498. [DOI: 10.1002/chem.201705146] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Indexed: 12/16/2022]
Affiliation(s)
- Eliška Procházková
- Institute of Organic Chemistry and Biochemistry; Czech Academy of Sciences; Flemingovo nám. 2 16610 Prague 6 Czech Republic
| | - Lucie Čechová
- Institute of Organic Chemistry and Biochemistry; Czech Academy of Sciences; Flemingovo nám. 2 16610 Prague 6 Czech Republic
| | - Jonas Kind
- Clemens-Schöpf Institut für Organische Chemie und Biochemie; Technische Universität Darmstadt; Alarich-Weiss Strasse 16 64287 Darmstadt Germany
| | - Zlatko Janeba
- Institute of Organic Chemistry and Biochemistry; Czech Academy of Sciences; Flemingovo nám. 2 16610 Prague 6 Czech Republic
| | - Christina M. Thiele
- Clemens-Schöpf Institut für Organische Chemie und Biochemie; Technische Universität Darmstadt; Alarich-Weiss Strasse 16 64287 Darmstadt Germany
| | - Martin Dračínský
- Institute of Organic Chemistry and Biochemistry; Czech Academy of Sciences; Flemingovo nám. 2 16610 Prague 6 Czech Republic
| |
Collapse
|
38
|
Walker MA. Improvement in aqueous solubility achieved via small molecular changes. Bioorg Med Chem Lett 2017; 27:5100-5108. [PMID: 29100802 DOI: 10.1016/j.bmcl.2017.09.041] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 09/14/2017] [Accepted: 09/17/2017] [Indexed: 10/18/2022]
Abstract
Overcoming poor solubility is a significant issue in drug discovery. The most common solution is to replace carbon atoms with polar heteroatoms such as N and O or by attaching a solubilizing appendage. This approach can lead to other issues such as poor activity and PK or the increased risk for toxicity. However, there are more subtle structural changes which can be employed that lead to an increase in solubility. These include, excising hydrophobic groups which do not efficiently contribute to binding, modifying stereo- and regiochemistry, increasing or decreasing the degree of unsaturation or adding small hydrophobic groups such as fluorine or methyl.
Collapse
Affiliation(s)
- Michael A Walker
- Dart Neuroscience, 12278 Scripps Summit Dr., San Diego, CA 92131, USA.
| |
Collapse
|
39
|
Janardhan S, Ram Vivek M, Narahari Sastry G. Modeling the permeability of drug-like molecules through the cell wall of Mycobacterium tuberculosis: an analogue based approach. Mol Biosyst 2017; 12:3377-3384. [PMID: 27604290 DOI: 10.1039/c6mb00457a] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The emergence of drug resistant strains of Mycobacterium Tuberculosis (Mtb) accentuates the urgent need for the development of novel antitubercular drugs. The major causes of drug resistance are genetic mutations, the influx-efflux transporter system, and the complex cell wall system of Mtb, which can function as permeability barriers. The driving force for permeability of small molecules through a biological system depends on various physicochemical factors. To understand the permeability of small molecules and subsequent cell inhibition, we have developed predictive QSAR models based on reported enzyme-based (IC50) and cell-based (MIC) Mtb inhibitory data. The compounds that are highly active in enzyme-based assays and have significant variation in cell-based assays are assumed to possess the required permeability through the Mtb cell wall. The obtained models suggest the importance of molecular connectivity, lipophilicity (log P, size, shape), electrotopology (relative atomic mass, polarizability, electronegativity, ionization potential, atomic charges, van der Waals volume, hybridization, hydrogen bond acceptors/donors, number of fused rings) and functional groups (hydroxyl groups, primary and secondary amines) of a molecule in determining both its inhibitory potency and Mtb cell permeability. The models were validated with known Mtb inhibitors (9804) collected from the ChEMBL database, Mtb drugs (27) and clinical candidates (5). Further, these validated models were used to screen and prioritize a large database of compounds, including Zinc (152 128), Asinex (435 215), DrugBank (6531) and antimicrobial compounds (1324). The results obtained from 2D-QSAR analysis could improve our understanding towards Mtb cell permeability, which may aid in the rational design of novel potent molecules for tuberculosis (TB).
Collapse
Affiliation(s)
- Sridhara Janardhan
- Centre for Molecular Modeling, CSIR-Indian Institute of Chemical Technology (CSIR-IICT), Tarnaka, Hyderabad-500 007, India.
| | - M Ram Vivek
- Centre for Molecular Modeling, CSIR-Indian Institute of Chemical Technology (CSIR-IICT), Tarnaka, Hyderabad-500 007, India.
| | - G Narahari Sastry
- Centre for Molecular Modeling, CSIR-Indian Institute of Chemical Technology (CSIR-IICT), Tarnaka, Hyderabad-500 007, India.
| |
Collapse
|
40
|
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] [What about the content of this article? (0)] [Affiliation(s)] [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.
Collapse
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
| |
Collapse
|
41
|
Abstract
Peptides and proteins are not orally bioavailable in mammals, although a few peptides are intestinally absorbed in small amounts. Polypeptides are generally too large and polar to passively diffuse through lipid membranes, while most known active transport mechanisms facilitate cell uptake of only very small peptides. Systematic evaluations of peptides with molecular weights above 500 Da are needed to identify parameters that influence oral bioavailability. Here we describe 125 cyclic peptides containing four to thirty-seven amino acids that are orally absorbed by mammals. Cyclization minimizes degradation in the gut, blood, and tissues by removing cleavable N- and C-termini and by shielding components from metabolic enzymes. Cyclization also folds peptides into bioactive conformations that determine exposure of polar atoms to solvation by water and lipids and therefore can influence oral bioavailability. Key chemical properties thought to influence oral absorption and bioavailability are analyzed, including molecular weight, octanol-water partitioning, hydrogen bond donors/acceptors, rotatable bonds, and polar surface area. The cyclic peptides violated to different degrees all of the limits traditionally considered to be important for oral bioavailability of drug-like small molecules, although fewer hydrogen bond donors and reduced flexibility generally favored oral absorption.
Collapse
Affiliation(s)
- Daniel S Nielsen
- Division of Chemistry and Structural Biology, and ‡Australian Research Council Centre of Excellence in Advanced Molecular Imaging, Institute for Molecular Bioscience, The University of Queensland , Brisbane, QLD 4072, Australia
| | - Nicholas E Shepherd
- Division of Chemistry and Structural Biology, and ‡Australian Research Council Centre of Excellence in Advanced Molecular Imaging, Institute for Molecular Bioscience, The University of Queensland , Brisbane, QLD 4072, Australia
| | - Weijun Xu
- Division of Chemistry and Structural Biology, and ‡Australian Research Council Centre of Excellence in Advanced Molecular Imaging, Institute for Molecular Bioscience, The University of Queensland , Brisbane, QLD 4072, Australia
| | - Andrew J Lucke
- Division of Chemistry and Structural Biology, and ‡Australian Research Council Centre of Excellence in Advanced Molecular Imaging, Institute for Molecular Bioscience, The University of Queensland , Brisbane, QLD 4072, Australia
| | - Martin J Stoermer
- Division of Chemistry and Structural Biology, and ‡Australian Research Council Centre of Excellence in Advanced Molecular Imaging, Institute for Molecular Bioscience, The University of Queensland , Brisbane, QLD 4072, Australia
| | - David P Fairlie
- Division of Chemistry and Structural Biology, and ‡Australian Research Council Centre of Excellence in Advanced Molecular Imaging, Institute for Molecular Bioscience, The University of Queensland , Brisbane, QLD 4072, Australia
| |
Collapse
|
42
|
Soares ACF, Cabral MMW, Martins CHG, Ferreira AE, Bergamo PAS, Omosa LK, Midiwo JO, Parreira RLT, Heleno VCG. Study of Anti-Tuberculosis Activity Behaviour of Natural Kaurane and Trachylobane Diterpenes Compared with Structural Properties Obtained by Theoretical Calculations. Nat Prod Commun 2017. [DOI: 10.1177/1934578x1701200521] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
A set of seven diterpenes, three kauranes and four trachylobanes, isolated from the African plant Psiadia punctulata were assayed against Mycobacterium tuberculosis and reached activity comparable with cycloserine, a second line drug used to treat tuberculosis (TB). Several structural properties of those diterpenes, such as lipophilicity, HOMO and LUMO energies, charge density, and intramolecular hydrogen bond (IHB) formation, were obtained by theoretical calculations and compared with their activities. Peculiar correlations were observed, especially between activity, lipophilicity and IHB formation.
Collapse
Affiliation(s)
- Ana C. F. Soares
- Núcleo de Pesquisas em Ciências Exatas e Tecnológicas, Universidade de Franca, 14404–600, Franca, São Paulo, Brazil
| | - Mirela M. W. Cabral
- Núcleo de Pesquisas em Ciências Exatas e Tecnológicas, Universidade de Franca, 14404–600, Franca, São Paulo, Brazil
| | - Carlos H. G. Martins
- Núcleo de Pesquisas em Ciências Exatas e Tecnológicas, Universidade de Franca, 14404–600, Franca, São Paulo, Brazil
| | - Alexsandro E. Ferreira
- Núcleo de Pesquisas em Ciências Exatas e Tecnológicas, Universidade de Franca, 14404–600, Franca, São Paulo, Brazil
| | - Pedro A. S. Bergamo
- Núcleo de Pesquisas em Ciências Exatas e Tecnológicas, Universidade de Franca, 14404–600, Franca, São Paulo, Brazil
| | - Leonida K. Omosa
- Department of Chemistry, University of Nairobi, Nairobi 00100, Kenya
| | - Jacob O. Midiwo
- Department of Chemistry, University of Nairobi, Nairobi 00100, Kenya
| | - Renato L. T. Parreira
- Núcleo de Pesquisas em Ciências Exatas e Tecnológicas, Universidade de Franca, 14404–600, Franca, São Paulo, Brazil
| | - Vladimir C. G. Heleno
- Núcleo de Pesquisas em Ciências Exatas e Tecnológicas, Universidade de Franca, 14404–600, Franca, São Paulo, Brazil
| |
Collapse
|
43
|
Meng F, Liu T, Schneider E, Alzobaidi S, Gil M, Zhang F. Self-Association of Rafoxanide in Aqueous Media and Its Application in Preparing Amorphous Solid Dispersions. Mol Pharm 2017; 14:1790-1799. [DOI: 10.1021/acs.molpharmaceut.7b00068] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Fan Meng
- College of Pharmacy, The University of Texas at Austin, 2409 University Avenue, Austin, Texas 78712, United States
| | - Tongzhou Liu
- College of Pharmacy, The University of Texas at Austin, 2409 University Avenue, Austin, Texas 78712, United States
| | - Elizabeth Schneider
- College of Pharmacy, The University of Texas at Austin, 2409 University Avenue, Austin, Texas 78712, United States
| | - Shehab Alzobaidi
- Department
of Chemical Engineering, The University of Texas at Austin, 200
East Dean Keeton Street, Austin, Texas 78712, United States
| | - Marco Gil
- Hovione LLC, 40 Lake Drive, East Windsor, New Jersey 08520, United States
| | - Feng Zhang
- College of Pharmacy, The University of Texas at Austin, 2409 University Avenue, Austin, Texas 78712, United States
| |
Collapse
|
44
|
Abstract
Abstract Recently, a variety of studies concerned with the permeability and oral bioavailability of cyclic peptides have been reported. In particular, strategies aiming at modifying peptides to maintain or to enhance solubility while enabling permeability constitute a significant challenge, but are of high interest to ensure a smooth drug discovery process. Current methodologies include N-methylation, matching of hydrogen bonding acceptors and donors across the macrocycle, and additional masking of polarity. In this study, we investigate further the pivotal effects of shielding on permeability and studied the metabolism of the corresponding peptides in more detail by comparing peptide concentrations in the portal versus the jugular vein in rats. Interestingly, minor changes in one particular side chain impacts both permeability and liver metabolism. Graphical Abstract ![]()
Electronic supplementary material The online version of this article (doi:10.1007/s10989-017-9590-8) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Thomas Vorherr
- Novartis Institutes for Biomedical Research, 4002 Basel, Switzerland
| | - Ian Lewis
- Novartis Institutes for Biomedical Research, 4002 Basel, Switzerland
| | - Joerg Berghausen
- Novartis Institutes for Biomedical Research, 4002 Basel, Switzerland
| | | | - Michael Schaefer
- Novartis Institutes for Biomedical Research, 4002 Basel, Switzerland
| |
Collapse
|
45
|
Bakker DJ, Dey A, Tabor DP, Ong Q, Mahé J, Gaigeot MP, Sibert EL, Rijs AM. Fingerprints of inter- and intramolecular hydrogen bonding in saligenin–water clusters revealed by mid- and far-infrared spectroscopy. Phys Chem Chem Phys 2017; 19:20343-20356. [DOI: 10.1039/c7cp01951c] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Saligenin (2-(hydroxymethyl)phenol) exhibits both strong and weak intramolecular electrostatic interactions.
Collapse
Affiliation(s)
- Daniël J. Bakker
- Radboud University
- Institute for Molecules and Materials
- FELIX Laboratory
- 6525 ED Nijmegen
- The Netherlands
| | - Arghya Dey
- Radboud University
- Institute for Molecules and Materials
- FELIX Laboratory
- 6525 ED Nijmegen
- The Netherlands
| | - Daniel P. Tabor
- Department of Chemistry and Theoretical Chemistry Institute
- University of Wisconsin-Madison
- Madison
- USA
| | - Qin Ong
- Radboud University
- Institute for Molecules and Materials
- FELIX Laboratory
- 6525 ED Nijmegen
- The Netherlands
| | - Jérôme Mahé
- LAMBE CNRS UMR8587
- Université d'Evry val d'Essonne
- Blvd F. Mitterrand
- Bât Maupertuis
- France
| | - Marie-Pierre Gaigeot
- LAMBE CNRS UMR8587
- Université d'Evry val d'Essonne
- Blvd F. Mitterrand
- Bât Maupertuis
- France
| | - Edwin L. Sibert
- Department of Chemistry and Theoretical Chemistry Institute
- University of Wisconsin-Madison
- Madison
- USA
| | - Anouk M. Rijs
- Radboud University
- Institute for Molecules and Materials
- FELIX Laboratory
- 6525 ED Nijmegen
- The Netherlands
| |
Collapse
|
46
|
Piekarski DG, Díaz-Tendero S. Structure and stability of clusters of β-alanine in the gas phase: importance of the nature of intermolecular interactions. Phys Chem Chem Phys 2017; 19:5465-5476. [DOI: 10.1039/c6cp07792g] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We present a theoretical study of neutral clusters of β-alanine molecules in the gas phase, (β-ala)nn ≤ 5.
Collapse
Affiliation(s)
| | - Sergio Díaz-Tendero
- Departamento de Química
- Módulo 13
- Universidad Autónoma de Madrid
- 28049 Madrid
- Spain
| |
Collapse
|
47
|
Schwochert J, Lao Y, Pye CR, Naylor MR, Desai PV, Gonzalez Valcarcel IC, Barrett JA, Sawada G, Blanco MJ, Lokey RS. Stereochemistry Balances Cell Permeability and Solubility in the Naturally Derived Phepropeptin Cyclic Peptides. ACS Med Chem Lett 2016; 7:757-61. [PMID: 27563399 DOI: 10.1021/acsmedchemlett.6b00100] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Accepted: 06/06/2016] [Indexed: 12/22/2022] Open
Abstract
Cyclic peptide (CP) natural products provide useful model systems for mapping "beyond-Rule-of-5" (bRo5) space. We identified the phepropeptins as natural product CPs with potential cell permeability. Synthesis of the phepropeptins and epimeric analogues revealed much more rapid cellular permeability for the natural stereochemical pattern. Despite being more cell permeable, the natural compounds exhibited similar aqueous solubility as the corresponding epimers, a phenomenon explained by solvent-dependent conformational flexibility among the natural compounds. When analyzing the polarity of the solution structures we found that neither the number of hydrogen bonds nor the total polar surface area accurately represents the solvation energies of the high and low dielectric conformations. This work adds to a growing number of natural CPs whose solvent-dependent conformational behavior allows for a balance between aqueous solubility and cell permeability, highlighting structural flexibility as an important consideration in the design of molecules in bRo5 chemical space.
Collapse
Affiliation(s)
- Joshua Schwochert
- Chemistry
and Biochemistry, University of California Santa Cruz, Santa Cruz, California 95064, United States
| | - Yongtong Lao
- Chemistry
and Biochemistry, University of California Santa Cruz, Santa Cruz, California 95064, United States
| | - Cameron R. Pye
- Chemistry
and Biochemistry, University of California Santa Cruz, Santa Cruz, California 95064, United States
| | - Matthew R. Naylor
- Chemistry
and Biochemistry, University of California Santa Cruz, Santa Cruz, California 95064, United States
| | - Prashant V. Desai
- Lilly
Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana 46285, United States
| | | | - Jaclyn A. Barrett
- Lilly
Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana 46285, United States
| | - Geri Sawada
- Lilly
Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana 46285, United States
| | - Maria-Jesus Blanco
- Lilly
Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana 46285, United States
| | - R. Scott Lokey
- Chemistry
and Biochemistry, University of California Santa Cruz, Santa Cruz, California 95064, United States
| |
Collapse
|
48
|
Liu HC, Goldenberg A, Chen Y, Lun C, Wu W, Bush KT, Balac N, Rodriguez P, Abagyan R, Nigam SK. Molecular Properties of Drugs Interacting with SLC22 Transporters OAT1, OAT3, OCT1, and OCT2: A Machine-Learning Approach. J Pharmacol Exp Ther 2016; 359:215-29. [PMID: 27488918 DOI: 10.1124/jpet.116.232660] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 07/20/2016] [Indexed: 11/22/2022] Open
Abstract
Statistical analysis was performed on physicochemical descriptors of ∼250 drugs known to interact with one or more SLC22 "drug" transporters (i.e., SLC22A6 or OAT1, SLC22A8 or OAT3, SLC22A1 or OCT1, and SLC22A2 or OCT2), followed by application of machine-learning methods and wet laboratory testing of novel predictions. In addition to molecular charge, organic anion transporters (OATs) were found to prefer interacting with planar structures, whereas organic cation transporters (OCTs) interact with more three-dimensional structures (i.e., greater SP3 character). Moreover, compared with OAT1 ligands, OAT3 ligands possess more acyclic tetravalent bonds and have a more zwitterionic/cationic character. In contrast, OCT1 and OCT2 ligands were not clearly distinquishable form one another by the methods employed. Multiple pharmacophore models were generated on the basis of the drugs and, consistent with the machine-learning analyses, one unique pharmacophore created from ligands of OAT3 possessed cationic properties similar to OCT ligands; this was confirmed by quantitative atomic property field analysis. Virtual screening with this pharmacophore, followed by transport assays, identified several cationic drugs that selectively interact with OAT3 but not OAT1. Although the present analysis may be somewhat limited by the need to rely largely on inhibition data for modeling, wet laboratory/in vitro transport studies, as well as analysis of drug/metabolite handling in Oat and Oct knockout animals, support the general validity of the approach-which can also be applied to other SLC and ATP binding cassette drug transporters. This may make it possible to predict the molecular properties of a drug or metabolite necessary for interaction with the transporter(s), thereby enabling better prediction of drug-drug interactions and drug-metabolite interactions. Furthermore, understanding the overlapping specificities of OATs and OCTs in the context of dynamic transporter tissue expression patterns should help predict net flux in a particular tissue of anionic, cationic, and zwitterionic molecules in normal and pathophysiological states.
Collapse
Affiliation(s)
- Henry C Liu
- Departments of Bioengineering (H.C.L.), Pediatrics (A.G., Y.C., C.L., K.T.B., S.K.N.), Medicine (W.W., S.K.N.), Cellular and Molecular Medicine (S.K.N.), and Pharmacology (R.A.), and the San Diego Supercomputer Center (N.B., P.R.), University of California San Diego, La Jolla, California
| | - Anne Goldenberg
- Departments of Bioengineering (H.C.L.), Pediatrics (A.G., Y.C., C.L., K.T.B., S.K.N.), Medicine (W.W., S.K.N.), Cellular and Molecular Medicine (S.K.N.), and Pharmacology (R.A.), and the San Diego Supercomputer Center (N.B., P.R.), University of California San Diego, La Jolla, California
| | - Yuchen Chen
- Departments of Bioengineering (H.C.L.), Pediatrics (A.G., Y.C., C.L., K.T.B., S.K.N.), Medicine (W.W., S.K.N.), Cellular and Molecular Medicine (S.K.N.), and Pharmacology (R.A.), and the San Diego Supercomputer Center (N.B., P.R.), University of California San Diego, La Jolla, California
| | - Christina Lun
- Departments of Bioengineering (H.C.L.), Pediatrics (A.G., Y.C., C.L., K.T.B., S.K.N.), Medicine (W.W., S.K.N.), Cellular and Molecular Medicine (S.K.N.), and Pharmacology (R.A.), and the San Diego Supercomputer Center (N.B., P.R.), University of California San Diego, La Jolla, California
| | - Wei Wu
- Departments of Bioengineering (H.C.L.), Pediatrics (A.G., Y.C., C.L., K.T.B., S.K.N.), Medicine (W.W., S.K.N.), Cellular and Molecular Medicine (S.K.N.), and Pharmacology (R.A.), and the San Diego Supercomputer Center (N.B., P.R.), University of California San Diego, La Jolla, California
| | - Kevin T Bush
- Departments of Bioengineering (H.C.L.), Pediatrics (A.G., Y.C., C.L., K.T.B., S.K.N.), Medicine (W.W., S.K.N.), Cellular and Molecular Medicine (S.K.N.), and Pharmacology (R.A.), and the San Diego Supercomputer Center (N.B., P.R.), University of California San Diego, La Jolla, California
| | - Natasha Balac
- Departments of Bioengineering (H.C.L.), Pediatrics (A.G., Y.C., C.L., K.T.B., S.K.N.), Medicine (W.W., S.K.N.), Cellular and Molecular Medicine (S.K.N.), and Pharmacology (R.A.), and the San Diego Supercomputer Center (N.B., P.R.), University of California San Diego, La Jolla, California
| | - Paul Rodriguez
- Departments of Bioengineering (H.C.L.), Pediatrics (A.G., Y.C., C.L., K.T.B., S.K.N.), Medicine (W.W., S.K.N.), Cellular and Molecular Medicine (S.K.N.), and Pharmacology (R.A.), and the San Diego Supercomputer Center (N.B., P.R.), University of California San Diego, La Jolla, California
| | - Ruben Abagyan
- Departments of Bioengineering (H.C.L.), Pediatrics (A.G., Y.C., C.L., K.T.B., S.K.N.), Medicine (W.W., S.K.N.), Cellular and Molecular Medicine (S.K.N.), and Pharmacology (R.A.), and the San Diego Supercomputer Center (N.B., P.R.), University of California San Diego, La Jolla, California
| | - Sanjay K Nigam
- Departments of Bioengineering (H.C.L.), Pediatrics (A.G., Y.C., C.L., K.T.B., S.K.N.), Medicine (W.W., S.K.N.), Cellular and Molecular Medicine (S.K.N.), and Pharmacology (R.A.), and the San Diego Supercomputer Center (N.B., P.R.), University of California San Diego, La Jolla, California
| |
Collapse
|
49
|
Stefanachi A, Mangiatordi GF, Tardia P, Alberga D, Leonetti F, Niso M, Colabufo NA, Adamo C, Nicolotti O, Cellamare S. Design, synthesis, biological evaluation, NMR and DFT studies of structurally simplified trimethoxy benzamides as selective P-glycoprotein inhibitors: the role of molecular flatness. Chem Biol Drug Des 2016; 88:820-831. [DOI: 10.1111/cbdd.12811] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 03/31/2016] [Accepted: 06/18/2016] [Indexed: 01/13/2023]
Affiliation(s)
- Angela Stefanachi
- Dipartimento di Farmacia - Scienze del Farmaco; Università di Bari Aldo Moro; Bari Italy
| | | | - Piero Tardia
- Dipartimento di Farmacia - Scienze del Farmaco; Università di Bari Aldo Moro; Bari Italy
| | - Domenico Alberga
- Chimie ParisTech-CNRS; Institut de Recherche de Chimie Paris; PSL Research University; Paris France
- Institut Universitaire de France; Paris France
| | - Francesco Leonetti
- Dipartimento di Farmacia - Scienze del Farmaco; Università di Bari Aldo Moro; Bari Italy
| | - Mauro Niso
- Dipartimento di Farmacia - Scienze del Farmaco; Università di Bari Aldo Moro; Bari Italy
| | | | - Carlo Adamo
- Chimie ParisTech-CNRS; Institut de Recherche de Chimie Paris; PSL Research University; Paris France
- Institut Universitaire de France; Paris France
| | - Orazio Nicolotti
- Dipartimento di Farmacia - Scienze del Farmaco; Università di Bari Aldo Moro; Bari Italy
- Dipartimento di Fisica; INFN & TIRES; Università di Bari Aldo Moro; Bari Italy
| | - Saverio Cellamare
- Dipartimento di Farmacia - Scienze del Farmaco; Università di Bari Aldo Moro; Bari Italy
| |
Collapse
|
50
|
Abstract
Drug discovery for difficult targets that have large and flat binding sites is often better suited to compounds beyond the "rule of 5" (bRo5). However, such compounds carry higher pharmacokinetic risks, such as low solubility and permeability, and increased efflux and metabolism. Interestingly, recent drug approvals and studies suggest that cell permeable and orally bioavailable drugs can be discovered far into bRo5 space. Tactics such as reduction or shielding of polarity by N-methylation, bulky side chains and intramolecular hydrogen bonds may be used to increase cell permeability in this space, but often results in decreased solubility. Conformationally flexible compounds can, however, combine high permeability and solubility, properties that are keys for cell permeability and intestinal absorption. Recent developments in computational conformational analysis will aid design of such compounds and hence prediction of cell permeability. Transporter mediated efflux occurs for most investigated drugs in bRo5 space, however it is commonly overcome by high local intestinal concentrations on oral administration. In contrast, there is little data to support significant impact of transporter-mediated intestinal absorption in bRo5 space. Current knowledge of compound properties that govern transporter effects of bRo5 drugs is limited and requires further fundamental and comprehensive studies.
Collapse
Affiliation(s)
- Pär Matsson
- Department of Pharmacy, BMC, Uppsala University, Box 580, SE-751 23 Uppsala, Sweden
| | - Bradley C Doak
- Department of Medicinal Chemistry, MIPS, Monash University, 381 Royal Parade, Parkville, Victoria, Australia
| | - Björn Over
- Cardiovascular and Metabolic Diseases, Innovative Medicines and Early Development Biotech Unit, AstraZeneca, Pepparedsleden 1, SE-431 83 Mölndal, Sweden
| | - Jan Kihlberg
- Department of Chemistry - BMC, Uppsala University, Box 576, SE-751 23 Uppsala, Sweden.
| |
Collapse
|