1
|
Osipyan A, Bulai RG, Wu Z, de Witte J, van der Velde JJH, Kader M, van der Wouden PE, Poelarends GJ, Dekker FJ. The synthesis of 1,2,3-triazoles as binders of D-dopachrome tautomerase (D-DT) for the development of dual-targeting inhibitors. Eur J Med Chem 2024; 276:116665. [PMID: 39013358 DOI: 10.1016/j.ejmech.2024.116665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 06/28/2024] [Accepted: 07/06/2024] [Indexed: 07/18/2024]
Abstract
Despite recent advances in the treatment of cancer, the issue of therapy resistance remains one of the most significant challenges in the field. In this context, signaling molecules, such as cytokines have emerged as promising targets for drug discovery. Examples of cytokines include macrophage migration inhibitory factor (MIF) and its closely related analogue D-dopachrome tautomerase (D-DT). In this study we aim to develop a new chemical class of D-DT binders and subsequently create a dual-targeted inhibitor that can potentially trigger D-DT degradation via the Proteolysis Targeting Chimera (PROTAC) technology. Here we describe the synthesis of a novel library of 1,2,3-triazoles targeting D-DT. The most potent derivative 19c (IC50 of 0.5 ± 0.04 μM with high selectivity toward D-DT) was attached to a cereblon (CRBN) ligand through aliphatic amides, which were synthesized by a remarkably convenient and effective solvent-free reaction. Enzyme inhibition experiments led to the discovery of the compound 10d, which exhibited moderate inhibitory potency (IC50 of 5.9 ± 0.7 μM), but unfortunately demonstrated no activity in D-DT degradation experiments. In conclusion, this study offers valuable insight into the SAR of D-DT inhibition, paving the way for the development of novel molecules as tools to study D-DT functions in tumor proliferation and, ultimately, new therapeutics for cancer treatment.
Collapse
Affiliation(s)
- Angelina Osipyan
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV, Groningen, the Netherlands
| | - Radu-George Bulai
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV, Groningen, the Netherlands
| | - Zhengyang Wu
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV, Groningen, the Netherlands
| | - Jarno de Witte
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV, Groningen, the Netherlands
| | - Jesse J H van der Velde
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV, Groningen, the Netherlands
| | - Mohammed Kader
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV, Groningen, the Netherlands
| | - Petra E van der Wouden
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV, Groningen, the Netherlands
| | - Gerrit J Poelarends
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV, Groningen, the Netherlands
| | - Frank J Dekker
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV, Groningen, the Netherlands.
| |
Collapse
|
2
|
Clark F, Robb G, Cole DJ, Michel J. Comparison of Receptor-Ligand Restraint Schemes for Alchemical Absolute Binding Free Energy Calculations. J Chem Theory Comput 2023; 19:3686-3704. [PMID: 37285579 PMCID: PMC10308817 DOI: 10.1021/acs.jctc.3c00139] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Indexed: 06/09/2023]
Abstract
Alchemical absolute binding free energy calculations are of increasing interest in drug discovery. These calculations require restraints between the receptor and ligand to restrict their relative positions and, optionally, orientations. Boresch restraints are commonly used, but they must be carefully selected in order to sufficiently restrain the ligand and to avoid inherent instabilities. Applying multiple distance restraints between anchor points in the receptor and ligand provides an alternative framework without inherent instabilities which may provide convergence benefits by more strongly restricting the relative movements of the receptor and ligand. However, there is no simple method to calculate the free energy of releasing these restraints due to the coupling of the internal and external degrees of freedom of the receptor and ligand. Here, a method to rigorously calculate free energies of binding with multiple distance restraints by imposing intramolecular restraints on the anchor points is proposed. Absolute binding free energies for the human macrophage migration inhibitory factor/MIF180, system obtained using a variety of Boresch restraints and rigorous and nonrigorous implementations of multiple distance restraints are compared. It is shown that several multiple distance restraint schemes produce estimates in good agreement with Boresch restraints. In contrast, calculations without orientational restraints produce erroneously favorable free energies of binding by up to approximately 4 kcal mol-1. These approaches offer new options for the deployment of alchemical absolute binding free energy calculations.
Collapse
Affiliation(s)
- Finlay Clark
- EaStCHEM
School of Chemistry, University of Edinburgh, David Brewster Road, Edinburgh EH9 3FJ, United Kingdom
| | - Graeme Robb
- Oncology
R&D, AstraZeneca, Cambridge CB4 0WG, United Kingdom
| | - Daniel J. Cole
- School
of Natural and Environmental Sciences, Newcastle
University, Newcastle
upon Tyne NE1 7RU, United Kingdom
| | - Julien Michel
- EaStCHEM
School of Chemistry, University of Edinburgh, David Brewster Road, Edinburgh EH9 3FJ, United Kingdom
| |
Collapse
|
3
|
Parkins A, Sandin SI, Knittel J, Franz AH, Ren J, de Alba E, Pantouris G. Underrepresented Impurities in 4-Hydroxyphenylpyruvate Affect the Catalytic Activity of Multiple Enzymes. Anal Chem 2023; 95:4957-4965. [PMID: 36877482 DOI: 10.1021/acs.analchem.2c04969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
Abstract
Macrophage migration inhibitory factor (MIF) is a key immunostimulatory protein with regulatory properties in several disorders, including inflammation and cancer. All the reported inhibitors that target the biological activities of MIF have been discovered by testing against its keto/enol tautomerase activity. While the natural substrate is still unknown, model MIF substrates are used for kinetic experiments. The most extensively used model substrate is 4-hydroxyphenyl pyruvate (4-HPP), a naturally occurring intermediate of tyrosine metabolism. Here, we examine the impact of 4-HPP impurities in the precise and reproducible determination of MIF kinetic data. To provide unbiased evaluation, we utilized 4-HPP powders from five different manufacturers. Biochemical and biophysical analyses showed that the enzymatic activity of MIF is highly influenced by underrepresented impurities found in 4-HPP. Besides providing inconsistent turnover results, the 4-HPP impurities also influence the accurate calculation of ISO-1's inhibition constant, an MIF inhibitor that is broadly used for in vitro and in vivo studies. The macromolecular NMR data show that 4-HPP samples from different manufacturers result in differential chemical shift perturbations of amino acids in MIF's active site. Our MIF-based conclusions were independently evaluated and confirmed by 4-hydroxyphenylpyruvate dioxygenase (HPPD) and D-dopachrome tautomerase (D-DT); two additional enzymes that utilize 4-HPP as a substrate. Collectively, these results explain inconsistencies in previously reported inhibition values, highlight the effect of impurities on the accurate determination of kinetic parameters, and serve as a tool for designing error-free in vitro and in vivo experiments.
Collapse
Affiliation(s)
- Andrew Parkins
- Department of Chemistry, University of the Pacific, Stockton, California 95211, United States
| | - Suzanne I Sandin
- Department of Bioengineering, University of California, Merced, California 95343, United States
- Chemistry and Biochemistry Graduate Program, University of California, Merced, California 95343, United States
| | - Jonathon Knittel
- Department of Chemistry, University of the Pacific, Stockton, California 95211, United States
| | - Andreas H Franz
- Department of Chemistry, University of the Pacific, Stockton, California 95211, United States
| | - Jianhua Ren
- Department of Chemistry, University of the Pacific, Stockton, California 95211, United States
| | - Eva de Alba
- Department of Bioengineering, University of California, Merced, California 95343, United States
| | - Georgios Pantouris
- Department of Chemistry, University of the Pacific, Stockton, California 95211, United States
| |
Collapse
|
4
|
Xu H. The slow but steady rise of binding free energy calculations in drug discovery. J Comput Aided Mol Des 2023; 37:67-74. [PMID: 36469232 DOI: 10.1007/s10822-022-00494-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 11/28/2022] [Indexed: 12/12/2022]
Abstract
Binding free energy calculations are increasingly used in drug discovery research to predict protein-ligand binding affinities and to prioritize candidate drug molecules accordingly. It has taken decades of collective effort to transform this academic concept into a technology adopted by the pharmaceutical and biotech industry. Having personally witnessed and taken part in this transformation, here I recount the (incomplete) list of problems that had to be solved to make this computational tool practical and suggest areas of future development.
Collapse
Affiliation(s)
- Huafeng Xu
- Roivant Discovery, 151 West 42nd Street, New York, NY, 10036, USA.
| |
Collapse
|
5
|
Bieniek MK, Cree B, Pirie R, Horton JT, Tatum NJ, Cole DJ. An open-source molecular builder and free energy preparation workflow. Commun Chem 2022; 5:136. [PMID: 36320862 PMCID: PMC9607723 DOI: 10.1038/s42004-022-00754-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 10/11/2022] [Indexed: 01/27/2023] Open
Abstract
Automated free energy calculations for the prediction of binding free energies of congeneric series of ligands to a protein target are growing in popularity, but building reliable initial binding poses for the ligands is challenging. Here, we introduce the open-source FEgrow workflow for building user-defined congeneric series of ligands in protein binding pockets for input to free energy calculations. For a given ligand core and receptor structure, FEgrow enumerates and optimises the bioactive conformations of the grown functional group(s), making use of hybrid machine learning/molecular mechanics potential energy functions where possible. Low energy structures are optionally scored using the gnina convolutional neural network scoring function, and output for more rigorous protein-ligand binding free energy predictions. We illustrate use of the workflow by building and scoring binding poses for ten congeneric series of ligands bound to targets from a standard, high quality dataset of protein-ligand complexes. Furthermore, we build a set of 13 inhibitors of the SARS-CoV-2 main protease from the literature, and use free energy calculations to retrospectively compute their relative binding free energies. FEgrow is freely available at https://github.com/cole-group/FEgrow, along with a tutorial.
Collapse
Affiliation(s)
- Mateusz K. Bieniek
- School of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne, NE1 7RU UK
| | - Ben Cree
- School of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne, NE1 7RU UK
| | - Rachael Pirie
- School of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne, NE1 7RU UK
| | - Joshua T. Horton
- School of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne, NE1 7RU UK
| | - Natalie J. Tatum
- Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, NE2 4HH UK
| | - Daniel J. Cole
- School of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne, NE1 7RU UK
| |
Collapse
|
6
|
Song S, Xiao Z, Dekker FJ, Poelarends GJ, Melgert BN. Macrophage migration inhibitory factor family proteins are multitasking cytokines in tissue injury. Cell Mol Life Sci 2022; 79:105. [PMID: 35091838 PMCID: PMC8799543 DOI: 10.1007/s00018-021-04038-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 11/10/2021] [Accepted: 11/12/2021] [Indexed: 02/06/2023]
Abstract
The family of macrophage migration inhibitory factor (MIF) proteins in humans consist of MIF, its functional homolog D-dopachrome tautomerase (D-DT, also known as MIF-2) and the relatively unknown protein named DDT-like (DDTL). MIF is a pleiotropic cytokine with multiple properties in tissue homeostasis and pathology. MIF was initially found to associate with inflammatory responses and therefore established a reputation as a pro-inflammatory cytokine. However, increasing evidence demonstrates that MIF influences many different intra- and extracellular molecular processes important for the maintenance of cellular homeostasis, such as promotion of cellular survival, antioxidant signaling, and wound repair. In contrast, studies on D-DT are scarce and on DDTL almost nonexistent and their functions remain to be further investigated as it is yet unclear how similar they are compared to MIF. Importantly, the many and sometimes opposing functions of MIF suggest that targeting MIF therapeutically should be considered carefully, taking into account timing and severity of tissue injury. In this review, we focus on the latest discoveries regarding the role of MIF family members in tissue injury, inflammation and repair, and highlight the possibilities of interventions with therapeutics targeting or mimicking MIF family proteins.
Collapse
|
7
|
Xiao Z, Osipyan A, Song S, Chen D, Schut RA, van Merkerk R, van der Wouden PE, Cool RH, Quax WJ, Melgert BN, Poelarends GJ, Dekker FJ. Thieno[2,3- d]pyrimidine-2,4(1 H,3 H)-dione Derivative Inhibits d-Dopachrome Tautomerase Activity and Suppresses the Proliferation of Non-Small Cell Lung Cancer Cells. J Med Chem 2022; 65:2059-2077. [PMID: 35041425 PMCID: PMC8842245 DOI: 10.1021/acs.jmedchem.1c01598] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The homologous cytokines macrophage migration inhibitory factor (MIF) and d-dopachrome tautomerase (d-DT or MIF2) play key roles in cancers. Molecules binding to the MIF tautomerase active site interfere with its biological activity. In contrast, the lack of potent MIF2 inhibitors hinders the exploration of MIF2 as a drug target. In this work, screening of a focused compound collection enabled the identification of a MIF2 tautomerase inhibitor R110. Subsequent optimization provided inhibitor 5d with an IC50 of 1.0 μM for MIF2 tautomerase activity and a high selectivity over MIF. 5d suppressed the proliferation of non-small cell lung cancer cells in two-dimensional (2D) and three-dimensional (3D) cell cultures, which can be explained by the induction of cell cycle arrest via deactivation of the mitogen-activated protein kinase (MAPK) pathway. Thus, we discovered and characterized MIF2 inhibitors (5d) with improved antiproliferative activity in cellular models systems, which indicates the potential of targeting MIF2 in cancer treatment.
Collapse
Affiliation(s)
- Zhangping Xiao
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Angelina Osipyan
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Shanshan Song
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.,Molecular Pharmacology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Deng Chen
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Reinder A Schut
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Ronald van Merkerk
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Petra E van der Wouden
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Robbert H Cool
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Wim J Quax
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Barbro N Melgert
- Molecular Pharmacology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.,University Medical Center Groningen, Groningen Research Institute of Asthma and COPD, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Gerrit J Poelarends
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Frank J Dekker
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| |
Collapse
|
8
|
Cao L, Wang P, Sun S, Yang F, Wu Y. Ru(III)-Catalyzed C4-H Bond Cyanoalkoxylation of 1-Naphthylamine Derivatives with Azobisisobutyronitrile. Org Chem Front 2022. [DOI: 10.1039/d2qo00572g] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A simple and efficient protocol for ruthenium-catalyzed C4-H bond cyanoalkoxylation of 1-naphthylamine derivatives with AIBN was developed under an oxygen atmosphere. This reaction provides an efficient method for preparing cyano...
Collapse
|
9
|
Cheng X, Ma L. Enzymatic synthesis of fluorinated compounds. Appl Microbiol Biotechnol 2021; 105:8033-8058. [PMID: 34625820 PMCID: PMC8500828 DOI: 10.1007/s00253-021-11608-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 09/16/2021] [Accepted: 09/18/2021] [Indexed: 12/31/2022]
Abstract
Fluorinated compounds are widely used in the fields of molecular imaging, pharmaceuticals, and materials. Fluorinated natural products in nature are rare, and the introduction of fluorine atoms into organic compound molecules can give these compounds new functions and make them have better performance. Therefore, the synthesis of fluorides has attracted more and more attention from biologists and chemists. Even so, achieving selective fluorination is still a huge challenge under mild conditions. In this review, the research progress of enzymatic synthesis of fluorinated compounds is summarized since 2015, including cytochrome P450 enzymes, aldolases, fluoroacetyl coenzyme A thioesterases, lipases, transaminases, reductive aminases, purine nucleoside phosphorylases, polyketide synthases, fluoroacetate dehalogenases, tyrosine phenol-lyases, glycosidases, fluorinases, and multienzyme system. Of all enzyme-catalyzed synthesis methods, the direct formation of the C-F bond by fluorinase is the most effective and promising method. The structure and catalytic mechanism of fluorinase are introduced to understand fluorobiochemistry. Furthermore, the distribution, applications, and future development trends of fluorinated compounds are also outlined. Hopefully, this review will help researchers to understand the significance of enzymatic methods for the synthesis of fluorinated compounds and find or create excellent fluoride synthase in future research.Key points• Fluorinated compounds are distributed in plants and microorganisms, and are used in imaging, medicine, materials science.• Enzyme catalysis is essential for the synthesis of fluorinated compounds.• The loop structure of fluorinase is the key to forming the C-F bond.
Collapse
Affiliation(s)
- Xinkuan Cheng
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Laboratory of Metabolic Control Fermentation Technology, College of Biotechnology, Tianjin University of Science & Technology, No. 29, Thirteenth Street, Binhai New District, Tianjin, 300457, China
| | - Long Ma
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Laboratory of Metabolic Control Fermentation Technology, College of Biotechnology, Tianjin University of Science & Technology, No. 29, Thirteenth Street, Binhai New District, Tianjin, 300457, China.
| |
Collapse
|
10
|
Bifunctional small molecules that mediate the degradation of extracellular proteins. Nat Chem Biol 2021; 17:947-953. [PMID: 34413525 DOI: 10.1038/s41589-021-00851-1] [Citation(s) in RCA: 81] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 07/01/2021] [Indexed: 12/24/2022]
Abstract
Targeted protein degradation (TPD) has emerged as a promising therapeutic strategy. Most TPD technologies use the ubiquitin-proteasome system, and are therefore limited to targeting intracellular proteins. To address this limitation, we developed a class of modular, bifunctional synthetic molecules called MoDE-As (molecular degraders of extracellular proteins through the asialoglycoprotein receptor (ASGPR)), which mediate the degradation of extracellular proteins. MoDE-A molecules mediate the formation of a ternary complex between a target protein and ASGPR on hepatocytes. The target protein is then endocytosed and degraded by lysosomal proteases. We demonstrated the modularity of the MoDE-A technology by synthesizing molecules that induce depletion of both antibody and proinflammatory cytokine proteins. These data show experimental evidence that nonproteinogenic, synthetic molecules can enable TPD of extracellular proteins in vitro and in vivo. We believe that TPD mediated by the MoDE-A technology will have widespread applications for disease treatment.
Collapse
|
11
|
Xiao Z, Song S, Chen D, van Merkerk R, van der Wouden PE, Cool RH, Quax WJ, Poelarends GJ, Melgert BN, Dekker FJ. Proteolysis Targeting Chimera (PROTAC) for Macrophage Migration Inhibitory Factor (MIF) Has Anti-Proliferative Activity in Lung Cancer Cells. Angew Chem Int Ed Engl 2021; 60:17514-17521. [PMID: 34018657 PMCID: PMC8362126 DOI: 10.1002/anie.202101864] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 04/19/2021] [Indexed: 12/13/2022]
Abstract
Macrophage migration inhibitory factor (MIF) is involved in protein-protein interactions that play key roles in inflammation and cancer. Current strategies to develop small molecule modulators of MIF functions are mainly restricted to the MIF tautomerase active site. Here, we use this site to develop proteolysis targeting chimera (PROTAC) in order to eliminate MIF from its protein-protein interaction network. We report the first potent MIF-directed PROTAC, denoted MD13, which induced almost complete MIF degradation at low micromolar concentrations with a DC50 around 100 nM in A549 cells. MD13 suppresses the proliferation of A549 cells, which can be explained by deactivation of the MAPK pathway and subsequent induction of cell cycle arrest at the G2/M phase. MD13 also exhibits antiproliferative effect in a 3D tumor spheroid model. In conclusion, we describe the first MIF-directed PROTAC (MD13) as a research tool, which also demonstrates the potential of PROTACs in cancer therapy.
Collapse
Affiliation(s)
- Zhangping Xiao
- Department Chemical and Pharmaceutical BiologyGroningen Research Institute of Pharmacy (GRIP)University of GroningenAntonius Deusinglaan 19713AVGroningenThe Netherlands
| | - Shanshan Song
- Department Chemical and Pharmaceutical BiologyGroningen Research Institute of Pharmacy (GRIP)University of GroningenAntonius Deusinglaan 19713AVGroningenThe Netherlands
- Molecular PharmacologyGroningen Research Institute of Pharmacy (GRIP)University of GroningenAntonius Deusinglaan 19713AVGroningenThe Netherlands
| | - Deng Chen
- Department Chemical and Pharmaceutical BiologyGroningen Research Institute of Pharmacy (GRIP)University of GroningenAntonius Deusinglaan 19713AVGroningenThe Netherlands
| | | | - Petra E. van der Wouden
- Department Chemical and Pharmaceutical BiologyGroningen Research Institute of Pharmacy (GRIP)University of GroningenAntonius Deusinglaan 19713AVGroningenThe Netherlands
| | - Robbert H. Cool
- Department Chemical and Pharmaceutical BiologyGroningen Research Institute of Pharmacy (GRIP)University of GroningenAntonius Deusinglaan 19713AVGroningenThe Netherlands
| | - Wim J. Quax
- Department Chemical and Pharmaceutical BiologyGroningen Research Institute of Pharmacy (GRIP)University of GroningenAntonius Deusinglaan 19713AVGroningenThe Netherlands
| | - Gerrit J. Poelarends
- Department Chemical and Pharmaceutical BiologyGroningen Research Institute of Pharmacy (GRIP)University of GroningenAntonius Deusinglaan 19713AVGroningenThe Netherlands
| | - Barbro N. Melgert
- Molecular PharmacologyGroningen Research Institute of Pharmacy (GRIP)University of GroningenAntonius Deusinglaan 19713AVGroningenThe Netherlands
- University Medical Center GroningenGroningen Research Institute of Asthma and COPDUniversity of GroningenHanzeplein 19713 GZGroningenThe Netherlands
| | - Frank J. Dekker
- Department Chemical and Pharmaceutical BiologyGroningen Research Institute of Pharmacy (GRIP)University of GroningenAntonius Deusinglaan 19713AVGroningenThe Netherlands
| |
Collapse
|
12
|
Garai J, Krekó M, Őrfi L, Jakus PB, Rumbus Z, Kéringer P, Garami A, Vámos E, Kovács D, Bagóné Vántus V, Radnai B, Lóránd T. Tetralone derivatives are MIF tautomerase inhibitors and attenuate macrophage activation and amplify the hypothermic response in endotoxemic mice. J Enzyme Inhib Med Chem 2021; 36:1357-1369. [PMID: 34225560 PMCID: PMC8266241 DOI: 10.1080/14756366.2021.1916010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/30/2022] Open
Abstract
Macrophage migration inhibitory factor (MIF) is a pro-inflammatory cytokine playing crucial role in immunity. MIF exerts a unique tautomerase enzymatic activity that has relevance concerning its multiple functions and its small molecule inhibitors have been proven to block its pro-inflammatory effects. Here we demonstrate that some of the E-2-arylmethylene-1-tetralones and their heteroanalogues efficiently bind to MIF's active site and inhibit MIF tautomeric (enolase, ketolase activity) functions. A small set of the synthesised derivatives, namely compounds (4), (23), (24), (26) and (32), reduced inflammatory macrophage activation. Two of the selected compounds (24) and (26), however, markedly inhibited ROS and nitrite production, NF-κB activation, TNF-α, IL-6 and CCL-2 cytokine expression. Pre-treatment of mice with compound (24) exaggerated the hypothermic response to high dose of bacterial endotoxin. Our experiments suggest that tetralones and their derivatives inhibit MIF's tautomeric functions and regulate macrophage activation and thermal changes in severe forms of systemic inflammation.
Collapse
Affiliation(s)
- János Garai
- Department of Pathophysiology, Institute for Translational Medicine, University of Pécs, Medical School, Pécs, Hungary
| | - Marcell Krekó
- Department of Pharmaceutical Chemistry, Semmelweis University, Budapest, Hungary
| | - László Őrfi
- Department of Pharmaceutical Chemistry, Semmelweis University, Budapest, Hungary
| | - Péter Balázs Jakus
- Department of Biochemistry and Medical Chemistry, University of Pécs, Medical School, Pécs, Hungary
| | - Zoltán Rumbus
- Department of Thermophysiology, Institute for Translational Medicine, University of Pécs, Medical School, Pécs, Hungary
| | - Patrik Kéringer
- Department of Thermophysiology, Institute for Translational Medicine, University of Pécs, Medical School, Pécs, Hungary
| | - András Garami
- Department of Thermophysiology, Institute for Translational Medicine, University of Pécs, Medical School, Pécs, Hungary
| | - Eszter Vámos
- Department of Biochemistry and Medical Chemistry, University of Pécs, Medical School, Pécs, Hungary
| | - Dominika Kovács
- Department of Biochemistry and Medical Chemistry, University of Pécs, Medical School, Pécs, Hungary
| | - Viola Bagóné Vántus
- Department of Biochemistry and Medical Chemistry, University of Pécs, Medical School, Pécs, Hungary
| | - Balázs Radnai
- Department of Biochemistry and Medical Chemistry, University of Pécs, Medical School, Pécs, Hungary
| | - Tamás Lóránd
- Department of Biochemistry and Medical Chemistry, University of Pécs, Medical School, Pécs, Hungary
| |
Collapse
|
13
|
Malykhin RS, Sukhorukov AY. Nucleophilic Halogenation of Heterocyclic
N
‐Oxides: Recent Progress and a Practical Guide. Adv Synth Catal 2021. [DOI: 10.1002/adsc.202100284] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Roman S. Malykhin
- N. D. Zelinsky Institute of Organic Chemistry Russian Academy of Sciences Leninsky prospect, 47 Moscow 119991 Russia
- M. V. Lomonosov Moscow State University Department of Chemistry Leninskie gory, 1, str. 3 Moscow 119991 Russian Federation
| | - Alexey Yu. Sukhorukov
- N. D. Zelinsky Institute of Organic Chemistry Russian Academy of Sciences Leninsky prospect, 47 Moscow 119991 Russia
- Plekhanov Russian University of Economics Stremyanny per. 36 Moscow 117997 Russia
| |
Collapse
|
14
|
Xiao Z, Song S, Chen D, Merkerk R, Wouden PE, Cool RH, Quax WJ, Poelarends GJ, Melgert BN, Dekker FJ. Proteolysis Targeting Chimera (PROTAC) for Macrophage Migration Inhibitory Factor (MIF) Has Anti‐Proliferative Activity in Lung Cancer Cells. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202101864] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Zhangping Xiao
- Department Chemical and Pharmaceutical Biology Groningen Research Institute of Pharmacy (GRIP) University of Groningen Antonius Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Shanshan Song
- Department Chemical and Pharmaceutical Biology Groningen Research Institute of Pharmacy (GRIP) University of Groningen Antonius Deusinglaan 1 9713 AV Groningen The Netherlands
- Molecular Pharmacology Groningen Research Institute of Pharmacy (GRIP) University of Groningen Antonius Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Deng Chen
- Department Chemical and Pharmaceutical Biology Groningen Research Institute of Pharmacy (GRIP) University of Groningen Antonius Deusinglaan 1 9713 AV Groningen The Netherlands
| | | | - Petra E. Wouden
- Department Chemical and Pharmaceutical Biology Groningen Research Institute of Pharmacy (GRIP) University of Groningen Antonius Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Robbert H. Cool
- Department Chemical and Pharmaceutical Biology Groningen Research Institute of Pharmacy (GRIP) University of Groningen Antonius Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Wim J. Quax
- Department Chemical and Pharmaceutical Biology Groningen Research Institute of Pharmacy (GRIP) University of Groningen Antonius Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Gerrit J. Poelarends
- Department Chemical and Pharmaceutical Biology Groningen Research Institute of Pharmacy (GRIP) University of Groningen Antonius Deusinglaan 1 9713 AV Groningen The Netherlands
| | - Barbro N. Melgert
- Molecular Pharmacology Groningen Research Institute of Pharmacy (GRIP) University of Groningen Antonius Deusinglaan 1 9713 AV Groningen The Netherlands
- University Medical Center Groningen Groningen Research Institute of Asthma and COPD University of Groningen Hanzeplein 1 9713 GZ Groningen The Netherlands
| | - Frank J. Dekker
- Department Chemical and Pharmaceutical Biology Groningen Research Institute of Pharmacy (GRIP) University of Groningen Antonius Deusinglaan 1 9713 AV Groningen The Netherlands
| |
Collapse
|
15
|
Fukushima K, Furuya M, Kamimura T, Takimoto-Kamimura M. Structure of macrophage migration inhibitory factor in complex with methotrexate. ACTA CRYSTALLOGRAPHICA SECTION D-STRUCTURAL BIOLOGY 2021; 77:293-299. [PMID: 33645533 DOI: 10.1107/s2059798321000474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 01/13/2021] [Indexed: 11/11/2022]
Abstract
Methotrexate (MTX) is an anticancer and anti-rheumatoid arthritis drug that is considered to block nucleotide synthesis and the cell cycle mainly by inhibiting the activity of dihydrofolate reductase (DHFR). Using affinity-matrix technology and X-ray analysis, the present study shows that MTX also interacts with macrophage migration inhibitory factor (MIF). Fragment molecular-orbital calculations quantified the interaction between MTX and MIF based on the structure of the complex and revealed the amino acids that are effective in the interaction of MTX and MIF. It should be possible to design new small-molecule compounds that have strong inhibitory activity towards both MIF and DHFR by structure-based drug discovery.
Collapse
Affiliation(s)
- Kei Fukushima
- Pharmaceutical Discovery Research Laboratories, Teijin Institute for Bio-Medical Research, 4-3-2 Asahigaoka, Hino-shi, Tokyo 191-8512, Japan
| | - Minoru Furuya
- Pharmaceutical Discovery Research Laboratories, Teijin Institute for Bio-Medical Research, 4-3-2 Asahigaoka, Hino-shi, Tokyo 191-8512, Japan
| | - Takashi Kamimura
- Veritas In Silico Inc., 1-11-1 Nishigotanda, Shinagawa, Tokyo 141-0031, Japan
| | - Midori Takimoto-Kamimura
- Pharmaceutical Discovery Research Laboratories, Teijin Institute for Bio-Medical Research, 4-3-2 Asahigaoka, Hino-shi, Tokyo 191-8512, Japan
| |
Collapse
|
16
|
Shao C, Hedberg C, Qian Y. In Vivo Imaging of the Macrophage Migration Inhibitory Factor in Liver Cancer with an Activity-Based Probe. Anal Chem 2021; 93:2152-2159. [PMID: 33406831 DOI: 10.1021/acs.analchem.0c03964] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The macrophage migration inhibitory factor (MIF), a vital cytokine and biomarker, has been suggested to closely associate with the pathogenesis of liver cancer. However, a simple and effective approach for monitoring the change and distribution of cellular MIF is currently lacking and urgently needed, which could be helpful for a better understanding of its role in the progression of cancer. Herein, we report a novel activity-based probe, TPP2, which allows for direct labeling and imaging of endogenous MIF activity within live cells, clinical tissues, and in vivo in a mouse model of liver cancer. With this probe, we have intuitively observed the dynamic change of intracellular MIF activity by both flow cytometry and confocal imaging. We further found that TPP2 permits the identification and distinguishing of liver cancer in vitro and in vivo with high sensitivity and selectivity toward MIF. Our observations indicate that TPP2 could provide a promising new imaging approach for elucidating the MIF-related biological functions in liver cancer.
Collapse
Affiliation(s)
- Chenwen Shao
- School of Chemistry and Materials Science, Nanjing Normal University, Wenyuan Road 1, Nanjing 210046, China.,State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing 210023, China
| | - Christian Hedberg
- Department of Chemistry, Chemical Biology Centre (KBC), Umeå University, Umeå 90187, Sweden
| | - Yong Qian
- School of Chemistry and Materials Science, Nanjing Normal University, Wenyuan Road 1, Nanjing 210046, China
| |
Collapse
|
17
|
Xiao Z, Chen D, Song S, van der Vlag R, van der Wouden PE, van Merkerk R, Cool RH, Hirsch AKH, Melgert BN, Quax WJ, Poelarends GJ, Dekker FJ. 7-Hydroxycoumarins Are Affinity-Based Fluorescent Probes for Competitive Binding Studies of Macrophage Migration Inhibitory Factor. J Med Chem 2020; 63:11920-11933. [PMID: 32940040 PMCID: PMC7586407 DOI: 10.1021/acs.jmedchem.0c01160] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
![]()
Macrophage
migration inhibitory factor (MIF) is a cytokine with
key roles in inflammation and cancer, which qualifies it as a potential
drug target. Apart from its cytokine activity, MIF also harbors enzyme
activity for keto–enol tautomerization. MIF enzymatic activity
has been used for identification of MIF binding molecules that also
interfere with its biological activity. However, MIF tautomerase activity
assays are troubled by irregularities, thus creating a need for alternative
methods. In this study, we identified a 7-hydroxycoumarin fluorophore
with high affinity for the MIF tautomerase active site (Ki = 18 ± 1 nM) that binds with concomitant quenching
of its fluorescence. This property enabled development of a novel
competition-based assay format to quantify MIF binding. We also demonstrated
that the 7-hydroxycoumarin fluorophore interfered with the MIF–CD74
interaction and inhibited proliferation of A549 cells. Thus, we provide
a high-affinity MIF binder as a novel tool to advance MIF-oriented
research.
Collapse
Affiliation(s)
- Zhangping Xiao
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Deng Chen
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Shanshan Song
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.,Molecular Pharmacology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Ramon van der Vlag
- Stratingh Institute for Chemistry, University of Groningen, Nijenborgh 7, 9747 AG Groningen, the Netherlands
| | - Petra E van der Wouden
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Ronald van Merkerk
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Robbert H Cool
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Anna K H Hirsch
- Stratingh Institute for Chemistry, University of Groningen, Nijenborgh 7, 9747 AG Groningen, the Netherlands.,Department of Drug Design and Optimization, Helmholtz Institute for Pharmaceutical Research Saarland (HIPS) - Helmholtz Centre for Infection Research (HZI) Campus Building E8.1, 66123 Saarbrücken, Germany.,Department of Pharmacy, Saarland University, Campus Building E8.1, 66123 Saarbrücken, Germany
| | - Barbro N Melgert
- Molecular Pharmacology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands.,Groningen Research Institute of Asthma and COPD, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Wim J Quax
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Gerrit J Poelarends
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Frank J Dekker
- Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| |
Collapse
|
18
|
Cirillo PF, Asojo OA, Khire U, Lee Y, Mootien S, Hegan P, Sutherland AG, Peterson-Roth E, Ledizet M, Koski RA, Anthony KG. Inhibition of Macrophage Migration Inhibitory Factor by a Chimera of Two Allosteric Binders. ACS Med Chem Lett 2020; 11:1843-1847. [PMID: 33062162 DOI: 10.1021/acsmedchemlett.9b00351] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 11/19/2019] [Indexed: 01/05/2023] Open
Abstract
Human Macrophage Migration Inhibitory Factor (MIF) is a trimeric cytokine implicated in a number of inflammatory and autoimmune diseases and cancer. We previously reported that the dye p425 (Chicago Sky Blue), which bound MIF at the interface of two MIF trimers covering the tautomerase and allosteric pockets, revealed a unique strategy to block MIF's pro-inflammatory activities. Structural liabilities, including the large size, precluded p425 as a medicinal chemistry lead for drug development. We report here a rational design strategy linking only the fragment of p425 that binds over the tautomerase pocket to the core of ibudilast, a known MIF allosteric site-specific inhibitor. The chimeric compound, termed L2-4048, was shown by X-ray crystallography to bind at the allosteric and tautomerase sites as anticipated. L2-4048 retained target binding and blocked MIF's tautomerase CD74 receptor binding, and pro-inflammatory activities. Our studies lay the foundation for the design and synthesis of smaller and more drug-like compounds that retain the MIF inhibitory properties of this chimera.
Collapse
Affiliation(s)
- Pier F. Cirillo
- L2 Diagnostics, LLC, 300 George Street, New Haven, Connecticut 06511, United States
- Department of Chemistry and Chemical Engineering, University of New Haven, 300 Boston Post Road, West Haven, Connecticut 06516, United States
| | - Oluwatoyin A. Asojo
- Department of Chemistry and Biochemistry, Hampton University, 200 William R. Harvey Way, Hampton, Virginia 23668, United States
| | - Uday Khire
- CheminPharma, LLC, 4 Research Drive, Woodbridge, Connecticut 06525, United States
| | - Yashang Lee
- L2 Diagnostics, LLC, 300 George Street, New Haven, Connecticut 06511, United States
| | - Sara Mootien
- L2 Diagnostics, LLC, 300 George Street, New Haven, Connecticut 06511, United States
| | - Peter Hegan
- L2 Diagnostics, LLC, 300 George Street, New Haven, Connecticut 06511, United States
| | - Alan G. Sutherland
- L2 Diagnostics, LLC, 300 George Street, New Haven, Connecticut 06511, United States
| | | | - Michel Ledizet
- L2 Diagnostics, LLC, 300 George Street, New Haven, Connecticut 06511, United States
| | - Raymond A. Koski
- L2 Diagnostics, LLC, 300 George Street, New Haven, Connecticut 06511, United States
| | - Karen G. Anthony
- L2 Diagnostics, LLC, 300 George Street, New Haven, Connecticut 06511, United States
| |
Collapse
|
19
|
Wen C, Zhong R, Qin Z, Zhao M, Li J. Regioselective remote C5 cyanoalkoxylation and cyanoalkylation of 8-aminoquinolines with azobisisobutyronitrile. Chem Commun (Camb) 2020; 56:9529-9532. [PMID: 32687138 DOI: 10.1039/d0cc00014k] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The efficient regioselective C-H cyanoalkoxylation and cyanoalkylation of 8-aminoquinoline derivatives at the C5 position have been achieved under O2 and N2 atmospheres, respectively. Using 2,2'-azobisisobutyronitrile (AIBN) as a radical precursor, the protocols afforded the corresponding products in moderate to good yields with broad substrate generality through Cu(OAc)2 or NiSO4 catalysis. Furthermore, the single electron transfer (SET) mechanism was proposed via a radical coupling pathway.
Collapse
Affiliation(s)
- Chunxia Wen
- Department of Organic Chemistry, College of Chemistry, Jilin University, Jiefang Road 2519, Changchun, 130023, China.
| | - Ronglin Zhong
- Laboratory of Theoretical and Computational Chemistry, Institute of Theoretical Chemistry, College of Chemistry, Jilin University, Changchun, 130023, China
| | - Zengxin Qin
- Department of Organic Chemistry, College of Chemistry, Jilin University, Jiefang Road 2519, Changchun, 130023, China.
| | - Mengfei Zhao
- Department of Organic Chemistry, College of Chemistry, Jilin University, Jiefang Road 2519, Changchun, 130023, China.
| | - Jizhen Li
- Department of Organic Chemistry, College of Chemistry, Jilin University, Jiefang Road 2519, Changchun, 130023, China.
| |
Collapse
|
20
|
Limongelli V. Ligand binding free energy and kinetics calculation in 2020. WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE 2020. [DOI: 10.1002/wcms.1455] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Vittorio Limongelli
- Faculty of Biomedical Sciences, Institute of Computational Science – Center for Computational Medicine in Cardiology Università della Svizzera italiana (USI) Lugano Switzerland
- Department of Pharmacy University of Naples “Federico II” Naples Italy
| |
Collapse
|
21
|
Cole DJ, Mones L, Csányi G. A machine learning based intramolecular potential for a flexible organic molecule. Faraday Discuss 2020; 224:247-264. [DOI: 10.1039/d0fd00028k] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Here, we employ the kernel regression machine learning technique to construct an analytical potential that reproduces the quantum mechanical potential energy surface of a small, flexible, drug-like molecule, 3-(benzyloxy)pyridin-2-amine.
Collapse
Affiliation(s)
- Daniel J. Cole
- School of Natural and Environmental Sciences
- Newcastle University
- Newcastle upon Tyne NE1 7RU
- UK
| | - Letif Mones
- Engineering Laboratory
- University of Cambridge
- Cambridge CB2 1PZ
- UK
| | - Gábor Csányi
- Engineering Laboratory
- University of Cambridge
- Cambridge CB2 1PZ
- UK
| |
Collapse
|
22
|
Xiao Z, Fokkens M, Chen D, Kok T, Proietti G, van Merkerk R, Poelarends GJ, Dekker FJ. Structure-activity relationships for binding of 4-substituted triazole-phenols to macrophage migration inhibitory factor (MIF). Eur J Med Chem 2020; 186:111849. [DOI: 10.1016/j.ejmech.2019.111849] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 10/18/2019] [Accepted: 11/03/2019] [Indexed: 01/13/2023]
|
23
|
Qian Y, Cabeza de Vaca I, Vilseck JZ, Cole DJ, Tirado-Rives J, Jorgensen WL. Absolute Free Energy of Binding Calculations for Macrophage Migration Inhibitory Factor in Complex with a Druglike Inhibitor. J Phys Chem B 2019; 123:8675-8685. [PMID: 31553604 DOI: 10.1021/acs.jpcb.9b07588] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Calculation of the absolute free energy of binding (ΔGbind) for a complex in solution is challenging owing to the need for adequate configurational sampling and an accurate energetic description, typically with a force field (FF). In this study, Monte Carlo (MC) simulations with improved side-chain and backbone sampling are used to assess ΔGbind for the complex of a druglike inhibitor (MIF180) with the protein macrophage migration inhibitory factor (MIF) using free energy perturbation (FEP) calculations. For comparison, molecular dynamics (MD) simulations were employed as an alternative sampling method for the same system. With the OPLS-AA/M FF and CM5 atomic charges for the inhibitor, the ΔGbind results from the MC/FEP and MD/FEP simulations, -8.80 ± 0.74 and -8.46 ± 0.85 kcal/mol, agree well with each other and with the experimental value of -8.98 ± 0.28 kcal/mol. The convergence of the results and analysis of the trajectories indicate that sufficient sampling was achieved for both approaches. Repeating the MD/FEP calculations using current versions of the CHARMM and AMBER FFs led to a 6 kcal/mol range of computed ΔGbind. These results show that calculation of accurate ΔGbind for large ligands is both feasible and numerically equivalent, within error limits, using either methodology.
Collapse
Affiliation(s)
- Yue Qian
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| | - Israel Cabeza de Vaca
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| | - Jonah Z Vilseck
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| | - Daniel J Cole
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| | - Julian Tirado-Rives
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| | - William L Jorgensen
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| |
Collapse
|
24
|
Procacci P. Accuracy, precision, and efficiency of nonequilibrium alchemical methods for computing free energies of solvation. I. Bidirectional approaches. J Chem Phys 2019; 151:144113. [DOI: 10.1063/1.5120615] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Piero Procacci
- Department of Chemistry, University of Florence, Florence, Italy
| |
Collapse
|
25
|
Cabeza de Vaca I, Zarzuela R, Tirado-Rives J, Jorgensen WL. Robust Free Energy Perturbation Protocols for Creating Molecules in Solution. J Chem Theory Comput 2019; 15:3941-3948. [PMID: 31185169 DOI: 10.1021/acs.jctc.9b00213] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Accurate methods to estimate free energies play an important role for studying diverse condensed-phase problems in chemistry and biochemistry. The most common methods used in conjunction with molecular dynamics (MD) and Monte Carlo statistical mechanics (MC) simulations are free energy perturbation (FEP) and thermodynamic integration (TI). For common applications featuring the conversion of one molecule to another, simulations are run in stages or multiple "λ-windows" to promote convergence of the results. For computation of absolute free energies of solvation or binding, calculations are needed in which the solute is typically annihilated in the solvent and in the complex. The present work addresses identification of optimal protocols for such calculations, specifically, the creation/annihilation of organic molecules in aqueous solution. As is common practice, decoupling of the perturbations for electrostatic and Lennard-Jones interactions was performed. Consistent with earlier reports, FEP calculations for molecular creations are much more efficient, while annihilations require many more windows and may converge to incorrect values. Strikingly, we find that as few as four windows may be adequate for creation calculations for solutes ranging from argon to ethylbenzene. For a larger druglike molecule, MIF180, which contains 22 non-hydrogen atoms and three rotatable bonds, 10 creation windows are found to be adequate to yield the correct free energy of hydration. Convergence is impeded with procedures that use any sampling in the annihilation direction, and there is no need for postprocessing methods such as the Bennett acceptance ratio (BAR).
Collapse
Affiliation(s)
- Israel Cabeza de Vaca
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| | - Ricardo Zarzuela
- Department of Physics and Astronomy , University of California , Los Angeles , California 90095 , United States
| | - Julian Tirado-Rives
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| | - William L Jorgensen
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| |
Collapse
|
26
|
Feng Y, Mu R, Wang Z, Xing P, Zhang J, Dong L, Wang C. A toll-like receptor agonist mimicking microbial signal to generate tumor-suppressive macrophages. Nat Commun 2019; 10:2272. [PMID: 31118418 PMCID: PMC6531447 DOI: 10.1038/s41467-019-10354-2] [Citation(s) in RCA: 108] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 05/08/2019] [Indexed: 12/14/2022] Open
Abstract
Switching macrophages from a pro-tumor type to an anti-tumor state is a promising strategy for cancer immunotherapy. Existing agents, many derived from bacterial components, have safety or specificity concerns. Here, we postulate that the structures of the bacterial signals can be mimicked by using non-toxic biomolecules of simple design. Based on bioactivity screening, we devise a glucomannan polysaccharide with acetyl modification at a degree of 1.8 (acGM-1.8), which specifically activates toll-like receptor 2 (TLR2) signaling and consequently induces macrophages into an anti-tumor phenotype. For acGM-1.8, the degree of acetyl modification, glucomannan pattern, and acetylation-induced assembly are three crucial factors for its bioactivity. In mice, intratumoral injection of acGM-1.8 suppresses the growth of two tumor models, and this polysaccharide demonstrates higher safety than four classical TLR agonists. In summary, we report the design of a new, safe, and specific TLR2 agonist that can generate macrophages with strong anti-tumor potential in mice. Turning tumour promoting macrophages into an anti-tumour phenotype is an attractive therapeutic strategy. Here, the authors develop a polysaccharide-based structure that mimicks pathogen-associated molecular patterns and, by activating the toll-like receptors on macrophage surface, promotes a safe anti-tumour immune response in mouse models.
Collapse
Affiliation(s)
- Yanxian Feng
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Taipa, Macau SAR, China
| | - Ruoyu Mu
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Taipa, Macau SAR, China
| | - Zhenzhen Wang
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, 210093, China
| | - Panfei Xing
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Taipa, Macau SAR, China
| | - Junfeng Zhang
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, 210093, China
| | - Lei Dong
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, 210093, China.
| | - Chunming Wang
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Taipa, Macau SAR, China.
| |
Collapse
|
27
|
Zhang X, Wang TL, Liu XJ, Wang XC, Quan ZJ. The solvent-controlled chemoselective construction of C–S/S–S bonds via the Michael reaction/thiol coupling of quinoline-2-thiones. Org Biomol Chem 2019; 17:2379-2383. [DOI: 10.1039/c8ob02971g] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The solvent-controlled selective construction of C–S and S–S bonds containing a quinoline skeleton under mild conditions from quinoline-2-thiones has been reported.
Collapse
Affiliation(s)
- Xi Zhang
- Gansu International Scientific and Technological Cooperation Base of Water-Retention Chemical Functional Materials
- College of Chemistry and Chemical Engineering
- Northwest Normal University
- Lanzhou
- People's Republic of China
| | - Tong-Lin Wang
- Gansu International Scientific and Technological Cooperation Base of Water-Retention Chemical Functional Materials
- College of Chemistry and Chemical Engineering
- Northwest Normal University
- Lanzhou
- People's Republic of China
| | - Xiao-Jun Liu
- Gansu International Scientific and Technological Cooperation Base of Water-Retention Chemical Functional Materials
- College of Chemistry and Chemical Engineering
- Northwest Normal University
- Lanzhou
- People's Republic of China
| | - Xi-Cun Wang
- Gansu International Scientific and Technological Cooperation Base of Water-Retention Chemical Functional Materials
- College of Chemistry and Chemical Engineering
- Northwest Normal University
- Lanzhou
- People's Republic of China
| | - Zheng-Jun Quan
- Gansu International Scientific and Technological Cooperation Base of Water-Retention Chemical Functional Materials
- College of Chemistry and Chemical Engineering
- Northwest Normal University
- Lanzhou
- People's Republic of China
| |
Collapse
|
28
|
Role of MIF and D-DT in immune-inflammatory, autoimmune, and chronic respiratory diseases: from pathogenic factors to therapeutic targets. Drug Discov Today 2018; 24:428-439. [PMID: 30439447 DOI: 10.1016/j.drudis.2018.11.003] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Revised: 10/04/2018] [Accepted: 11/06/2018] [Indexed: 01/03/2023]
Abstract
Macrophage migration inhibitory factor (MIF) is a protein that acts as a cytokine-, enzyme-, endocrine- and chaperon-like molecule. It binds to the cell-surface receptor CD74 in association with CD44, which activates the downstream signal transduction pathway. In addition, MIF acts also as a noncognate ligand for C-X-C chemokine receptor type 2 (CXCR2), type 4 (CXCR4), and type 7 (CXCR7). Recently, D-dopachrome tautomerase (D-DT), a second member of the MIF superfamily, was identified. From a pharmacological and clinical point of view, the nonredundant biological properties of MIF and D-DT anticipate potential synergisms from their simultaneous inhibition. Here, we focus on the role of MIF and D-DT in human immune-inflammatory, autoimmune, and chronic respiratory diseases, providing an update on the progress made in the identification of specific small-molecule inhibitors of these proteins.
Collapse
|
29
|
Boratyński PJ, Gałęzowska J, Turkowiak K, Anisiewicz A, Kowalczyk R, Wietrzyk J. Triazole Biheterocycles fromCinchonaAlkaloids: Coordination and Antiproliferative Properties. ChemistrySelect 2018. [DOI: 10.1002/slct.201801810] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Przemysław J. Boratyński
- Department of Organic Chemistry; Wrocław University of Technology, Wyspianskiego 27, Wrocław; 50-370 Poland
| | - Joanna Gałęzowska
- Department of Inorganic Chemistry; Wroclaw Medical University, Borowska 211 A; 50-556 Wroclaw Poland
| | - Kamil Turkowiak
- Department of Organic Chemistry; Wrocław University of Technology, Wyspianskiego 27, Wrocław; 50-370 Poland
| | - Artur Anisiewicz
- Institute of Immunology and Experimental Therapy; Polish Academy of Sciences, Weigla 12; 53-114 Wroclaw Poland
| | - Rafał Kowalczyk
- Department of Organic Chemistry; Wrocław University of Technology, Wyspianskiego 27, Wrocław; 50-370 Poland
| | - Joanna Wietrzyk
- Institute of Immunology and Experimental Therapy; Polish Academy of Sciences, Weigla 12; 53-114 Wroclaw Poland
| |
Collapse
|
30
|
Kok T, Wasiel AA, Cool RH, Melgert BN, Poelarends GJ, Dekker FJ. Small-molecule inhibitors of macrophage migration inhibitory factor (MIF) as an emerging class of therapeutics for immune disorders. Drug Discov Today 2018; 23:1910-1918. [PMID: 29936245 DOI: 10.1016/j.drudis.2018.06.017] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Revised: 05/18/2018] [Accepted: 06/18/2018] [Indexed: 01/22/2023]
Abstract
Macrophage migration inhibitory factor (MIF) is an important cytokine for which an increasing number of functions is being described in the pathogenesis of inflammation and cancer. Nevertheless, the availability of potent and druglike MIF inhibitors that are well-characterized in relevant disease models remains limited. Development of highly potent and selective small-molecule MIF inhibitors and validation of their use in relevant disease models will advance drug discovery. In this review, we provide an overview of recent advances in the identification of MIF as a pharmacological target in the pathogenesis of inflammatory diseases and cancer. We also give an overview of the current developments in the discovery and design of small-molecule MIF inhibitors and define future aims in this field.
Collapse
Affiliation(s)
- Tjie Kok
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Groningen, The Netherlands; Faculty of Biotechnology, University of Surabaya, Jalan Raya Kalirungkut Surabaya, 60292, Indonesia
| | - Anna A Wasiel
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Groningen, The Netherlands
| | - Robbert H Cool
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Groningen, The Netherlands
| | - Barbro N Melgert
- Department of Pharmacokinetics, Toxicology and Targeting, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Groningen, The Netherlands; GRIAC Research Institute, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Gerrit J Poelarends
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Groningen, The Netherlands
| | - Frank J Dekker
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy (GRIP), University of Groningen, Groningen, The Netherlands.
| |
Collapse
|
31
|
Trivedi-Parmar V, Robertson MJ, Cisneros JA, Krimmer SG, Jorgensen WL. Optimization of Pyrazoles as Phenol Surrogates to Yield Potent Inhibitors of Macrophage Migration Inhibitory Factor. ChemMedChem 2018; 13:1092-1097. [PMID: 29575754 PMCID: PMC5990473 DOI: 10.1002/cmdc.201800158] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2018] [Indexed: 12/22/2022]
Abstract
Macrophage migration inhibitory factor (MIF) is a proinflammatory cytokine that is implicated in the regulation of inflammation, cell proliferation, and neurological disorders. MIF is also an enzyme that functions as a keto-enol tautomerase. Most potent MIF tautomerase inhibitors incorporate a phenol, which hydrogen bonds to Asn97 in the active site. Starting from a 113-μm docking hit, we report results of structure-based and computer-aided design that have provided substituted pyrazoles as phenol alternatives with potencies of 60-70 nm. Crystal structures of complexes of MIF with the pyrazoles highlight the contributions of hydrogen bonding with Lys32 and Asn97, and aryl-aryl interactions with Tyr36, Tyr95, and Phe113 to the binding.
Collapse
Affiliation(s)
| | | | - José A. Cisneros
- Department of Chemistry, Yale University, New Haven, CT 06520-8107, USA
| | - Stefan G. Krimmer
- Department of Chemistry, Yale University, New Haven, CT 06520-8107, USA
| | | |
Collapse
|
32
|
Trivedi-Parmar V, Jorgensen WL. Advances and Insights for Small Molecule Inhibition of Macrophage Migration Inhibitory Factor. J Med Chem 2018; 61:8104-8119. [PMID: 29812929 DOI: 10.1021/acs.jmedchem.8b00589] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Macrophage migration inhibitory factor (MIF) is an upstream regulator of the immune response whose dysregulation is tied to a broad spectrum of inflammatory and proliferative disorders. As its complex signaling pathways and pleiotropic nature have been elucidated, it has become an attractive target for drug discovery. Remarkably, MIF is both a cytokine and an enzyme that functions as a keto-enol tautomerase. Strategies including in silico modeling, virtual screening, high-throughput screening, and screening of anti-inflammatory natural products have led to a large and diverse catalogue of MIF inhibitors as well as some understanding of the structure-activity relationships for compounds binding MIF's tautomerase active site. With possible clinical trials of some MIF inhibitors on the horizon, it is an opportune time to review the literature to seek trends, address inconsistencies, and identify promising new avenues of research.
Collapse
Affiliation(s)
- Vinay Trivedi-Parmar
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| | - William L Jorgensen
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , United States
| |
Collapse
|
33
|
Le Hiress M, Akagah B, Bernadat G, Tu L, Thuillet R, Huertas A, Phan C, Fadel E, Simonneau G, Humbert M, Jalce G, Guignabert C. Design, Synthesis, and Biological Activity of New N-(Phenylmethyl)-benzoxazol-2-thiones as Macrophage Migration Inhibitory Factor (MIF) Antagonists: Efficacies in Experimental Pulmonary Hypertension. J Med Chem 2018. [PMID: 29526099 DOI: 10.1021/acs.jmedchem.7b01312] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Macrophage migration inhibitory factor (MIF) is a key pleiotropic mediator and a promising therapeutic target in cancer as well as in several inflammatory and cardiovascular diseases including pulmonary arterial hypertension (PAH). Here, a novel series of N-(phenylmethyl)-benzoxazol-2-thiones 5-32 designed to target the MIF tautomerase active site was synthesized and evaluated for its effects on cell survival. Investigation of structure-activity relationship (SAR) particularly at the 5-position of the benzoxazole core led to the identification of 31 that potently inhibits cell survival in DU-145 prostate cancer cells and pulmonary endothelial cells derived from patients with idiopathic PAH (iPAH-ECs), two cell lines for which survival is MIF-dependent. Molecular docking studies helped to interpret initial SAR related to MIF tautomerase inhibition and propose preferred binding mode for 31 within the MIF tautomerase active site. Interestingly, daily treatment with 31 started 2 weeks after a subcutaneous monocrotaline injection regressed established pulmonary hypertension in rats.
Collapse
Affiliation(s)
- Morane Le Hiress
- INSERM UMR_S 999, Hôpital Marie Lannelongue, 92350 Le Plessis-Robinson , France.,Université Paris-Sud et Université Paris-Saclay , 94270 Le Kremlin-Bicêtre , France
| | - Bernardin Akagah
- MIFCARE , 24 rue du Faubourg Saint-Jacques , 75014 Paris , France
| | - Guillaume Bernadat
- BioCIS , Université Paris-Sud, CNRS, Université Paris-Saclay , 92290 Châtenay-Malabry , France
| | - Ly Tu
- INSERM UMR_S 999, Hôpital Marie Lannelongue, 92350 Le Plessis-Robinson , France.,Université Paris-Sud et Université Paris-Saclay , 94270 Le Kremlin-Bicêtre , France
| | - Raphaël Thuillet
- INSERM UMR_S 999, Hôpital Marie Lannelongue, 92350 Le Plessis-Robinson , France.,Université Paris-Sud et Université Paris-Saclay , 94270 Le Kremlin-Bicêtre , France
| | - Alice Huertas
- INSERM UMR_S 999, Hôpital Marie Lannelongue, 92350 Le Plessis-Robinson , France.,Université Paris-Sud et Université Paris-Saclay , 94270 Le Kremlin-Bicêtre , France.,AP-HP, Service de Pneumologie, Centre de Référence de l'Hypertension Pulmonaire Sévère, DHU Thorax Innovation, Hôpital Bicêtre, 94270 Le Kremlin-Bicêtre , France
| | - Carole Phan
- INSERM UMR_S 999, Hôpital Marie Lannelongue, 92350 Le Plessis-Robinson , France.,Université Paris-Sud et Université Paris-Saclay , 94270 Le Kremlin-Bicêtre , France
| | - Elie Fadel
- INSERM UMR_S 999, Hôpital Marie Lannelongue, 92350 Le Plessis-Robinson , France.,Université Paris-Sud et Université Paris-Saclay , 94270 Le Kremlin-Bicêtre , France
| | - Gérald Simonneau
- INSERM UMR_S 999, Hôpital Marie Lannelongue, 92350 Le Plessis-Robinson , France.,Université Paris-Sud et Université Paris-Saclay , 94270 Le Kremlin-Bicêtre , France.,AP-HP, Service de Pneumologie, Centre de Référence de l'Hypertension Pulmonaire Sévère, DHU Thorax Innovation, Hôpital Bicêtre, 94270 Le Kremlin-Bicêtre , France
| | - Marc Humbert
- INSERM UMR_S 999, Hôpital Marie Lannelongue, 92350 Le Plessis-Robinson , France.,Université Paris-Sud et Université Paris-Saclay , 94270 Le Kremlin-Bicêtre , France.,AP-HP, Service de Pneumologie, Centre de Référence de l'Hypertension Pulmonaire Sévère, DHU Thorax Innovation, Hôpital Bicêtre, 94270 Le Kremlin-Bicêtre , France
| | - Gaël Jalce
- MIFCARE , 24 rue du Faubourg Saint-Jacques , 75014 Paris , France
| | - Christophe Guignabert
- INSERM UMR_S 999, Hôpital Marie Lannelongue, 92350 Le Plessis-Robinson , France.,Université Paris-Sud et Université Paris-Saclay , 94270 Le Kremlin-Bicêtre , France
| |
Collapse
|
34
|
Khaikate O, Meesin J, Pohmakotr M, Reutrakul V, Leowanawat P, Soorukram D, Kuhakarn C. Sulfinates and thiocyanates triggered 6-endocyclization ofo-alkynylisocyanobenzenes. Org Biomol Chem 2018; 16:8553-8558. [DOI: 10.1039/c8ob02338g] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
An efficient synthesis of 2-sulfonyl- and 2-thiocyanato-3-substituted quinolines through sequential nucleophilic addition/cyclization ofo-alkynylisocyanobenzenes is described.
Collapse
Affiliation(s)
- Onnicha Khaikate
- Department of Chemistry and Center of Excellence for Innovation in Chemistry (PERCH-CIC)
- Faculty of Science
- Mahidol University
- Bangkok 10400
- Thailand
| | - Jatuporn Meesin
- Department of Chemistry and Center of Excellence for Innovation in Chemistry (PERCH-CIC)
- Faculty of Science
- Mahidol University
- Bangkok 10400
- Thailand
| | - Manat Pohmakotr
- Department of Chemistry and Center of Excellence for Innovation in Chemistry (PERCH-CIC)
- Faculty of Science
- Mahidol University
- Bangkok 10400
- Thailand
| | - Vichai Reutrakul
- Department of Chemistry and Center of Excellence for Innovation in Chemistry (PERCH-CIC)
- Faculty of Science
- Mahidol University
- Bangkok 10400
- Thailand
| | - Pawaret Leowanawat
- Department of Chemistry and Center of Excellence for Innovation in Chemistry (PERCH-CIC)
- Faculty of Science
- Mahidol University
- Bangkok 10400
- Thailand
| | - Darunee Soorukram
- Department of Chemistry and Center of Excellence for Innovation in Chemistry (PERCH-CIC)
- Faculty of Science
- Mahidol University
- Bangkok 10400
- Thailand
| | - Chutima Kuhakarn
- Department of Chemistry and Center of Excellence for Innovation in Chemistry (PERCH-CIC)
- Faculty of Science
- Mahidol University
- Bangkok 10400
- Thailand
| |
Collapse
|
35
|
Kok T, Wapenaar H, Wang K, Neochoritis CG, Zarganes-Tzitzikas T, Proietti G, Eleftheriadis N, Kurpiewska K, Kalinowska-Tłuścik J, Cool RH, Poelarends GJ, Dömling A, Dekker FJ. Discovery of chromenes as inhibitors of macrophage migration inhibitory factor. Bioorg Med Chem 2017; 26:999-1005. [PMID: 29428527 DOI: 10.1016/j.bmc.2017.12.032] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 12/20/2017] [Accepted: 12/22/2017] [Indexed: 11/27/2022]
Abstract
Macrophage migration inhibitory factor (MIF) is an essential signaling cytokine with a key role in the immune system. Binding of MIF to its molecular targets such as, among others, the cluster of differentiation 74 (CD74) receptor plays a key role in inflammatory diseases and cancer. Therefore, the identification of MIF binding compounds gained importance in drug discovery. In this study, we aimed to discover novel MIF binding compounds by screening of a focused compound collection for inhibition of its tautomerase enzyme activity. Inspired by the known chromen-4-one inhibitor Orita-13, a focused collection of compounds with a chromene scaffold was screened for MIF binding. The library was synthesized using versatile cyanoacetamide chemistry to provide diversely substituted chromenes. The screening provided inhibitors with IC50's in the low micromolar range. Kinetic evaluation suggested that the inhibitors were reversible and did not bind in the binding pocket of the substrate. Thus, we discovered novel inhibitors of the MIF tautomerase activity, which may ultimately support the development of novel therapeutic agents against diseases in which MIF is involved.
Collapse
Affiliation(s)
- Tjie Kok
- Department of Chemical and Pharmaceutical Biology, University of Groningen, Groningen, The Netherlands; Faculty of Biotechnology, University of Surabaya, Jalan Raya Kalirungkut, Surabaya 60292, Indonesia
| | - Hannah Wapenaar
- Department of Chemical and Pharmaceutical Biology, University of Groningen, Groningen, The Netherlands
| | - Kan Wang
- Department of Drug Design, University of Groningen, Groningen, The Netherlands
| | | | | | - Giordano Proietti
- Department of Chemical and Pharmaceutical Biology, University of Groningen, Groningen, The Netherlands
| | - Nikolaos Eleftheriadis
- Department of Chemical and Pharmaceutical Biology, University of Groningen, Groningen, The Netherlands; Molecular Microscopy Research Group, Zernike Institute for Advanced Materials, University of Groningen, Groningen, The Netherlands
| | - Katarzyna Kurpiewska
- Faculty of Chemistry, Jagiellonian University, 3 Ingardena Street, 30-060 Kraków, Poland
| | | | - Robbert H Cool
- Department of Chemical and Pharmaceutical Biology, University of Groningen, Groningen, The Netherlands
| | - Gerrit J Poelarends
- Department of Chemical and Pharmaceutical Biology, University of Groningen, Groningen, The Netherlands
| | - Alexander Dömling
- Department of Drug Design, University of Groningen, Groningen, The Netherlands
| | - Frank J Dekker
- Department of Chemical and Pharmaceutical Biology, University of Groningen, Groningen, The Netherlands.
| |
Collapse
|
36
|
Dawson TK, Dziedzic P, Robertson MJ, Cisneros JA, Krimmer SG, Newton AS, Tirado-Rives J, Jorgensen WL. Adding a Hydrogen Bond May Not Help: Naphthyridinone vs Quinoline Inhibitors of Macrophage Migration Inhibitory Factor. ACS Med Chem Lett 2017; 8:1287-1291. [PMID: 29259749 DOI: 10.1021/acsmedchemlett.7b00384] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 11/10/2017] [Indexed: 02/08/2023] Open
Abstract
Coordination of the ammonium group of Lys32 in the active site of human macrophage migration inhibitory factor (MIF) using a 1,7-naphthyridin-8-one instead of a quinoline is investigated. Both gas- and aqueous-phase DFT calculations for model systems indicate potential benefits for the added hydrogen bond with the lactam carbonyl group, while FEP results are neutral. Three crystal structures are reported for complexes of MIF with 3a, 4a, and 4b, which show that the desired hydrogen bond is formed with O-N distances of 2.8-3.0 Å. Compound 4b is the most potent new MIF inhibitor with Ki and Kd values of 90 and 94 nM; it also has excellent aqueous solubility, 288 μg/mL. Consistent with the FEP results, the naphthyridinones are found to have similar potency as related quinolines in spite of the additional protein-ligand hydrogen bond.
Collapse
Affiliation(s)
- Thomas K. Dawson
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Pawel Dziedzic
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Michael J. Robertson
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - José A. Cisneros
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Stefan G. Krimmer
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Ana S. Newton
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Julian Tirado-Rives
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - William L. Jorgensen
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| |
Collapse
|
37
|
Cole DJ, Janecek M, Stokes JE, Rossmann M, Faver JC, McKenzie GJ, Venkitaraman AR, Hyvönen M, Spring DR, Huggins DJ, Jorgensen WL. Computationally-guided optimization of small-molecule inhibitors of the Aurora A kinase-TPX2 protein-protein interaction. Chem Commun (Camb) 2017; 53:9372-9375. [PMID: 28787041 PMCID: PMC5591577 DOI: 10.1039/c7cc05379g] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Free energy perturbation theory, in combination with enhanced sampling of protein-ligand binding modes, is evaluated in the context of fragment-based drug design, and used to design two new small-molecule inhibitors of the Aurora A kinase-TPX2 protein-protein interaction.
Collapse
Affiliation(s)
- Daniel J. Cole
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , USA , School of Chemistry , Newcastle University , Newcastle upon Tyne NE1 7RU , UK .
| | - Matej Janecek
- MRC Cancer Unit , University of Cambridge , Hills Road , Cambridge CB2 0XZ , UK , Department of Chemistry , University of Cambridge , Lensfield Road , Cambridge CB2 1EW , UK
| | - Jamie E. Stokes
- Department of Chemistry , University of Cambridge , Lensfield Road , Cambridge CB2 1EW , UK
| | - Maxim Rossmann
- Department of Biochemistry , University of Cambridge , 80 Tennis Court Road , Old Addenbrooke's Site , Cambridge CB2 1GA , UK
| | - John C. Faver
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , USA
| | - Grahame J. McKenzie
- MRC Cancer Unit , University of Cambridge , Hills Road , Cambridge CB2 0XZ , UK
| | | | - Marko Hyvönen
- Department of Biochemistry , University of Cambridge , 80 Tennis Court Road , Old Addenbrooke's Site , Cambridge CB2 1GA , UK
| | - David R. Spring
- Department of Chemistry , University of Cambridge , Lensfield Road , Cambridge CB2 1EW , UK
| | - David J. Huggins
- MRC Cancer Unit , University of Cambridge , Hills Road , Cambridge CB2 0XZ , UK , Department of Chemistry , University of Cambridge , Lensfield Road , Cambridge CB2 1EW , UK , Theory of Condensed Matter Group , Cavendish Laboratory , 19 JJ Thomson Avenue , Cambridge CB3 0HE , UK
| | - William L. Jorgensen
- Department of Chemistry , Yale University , New Haven , Connecticut 06520-8107 , USA
| |
Collapse
|
38
|
Thrimurtulu N, Dey A, Pal K, Nair A, Kumar S, Volla CMR. Metal-Free Remote C-H Bond Acetoxylation of 8-Aminoquinolines on the C5-Position. ChemistrySelect 2017. [DOI: 10.1002/slct.201701388] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Neetipalli Thrimurtulu
- Department of Chemistry; Indian Institute of Technology Bombay, Powai; Mumbai 400076 India
| | - Arnab Dey
- Department of Chemistry; Indian Institute of Technology Bombay, Powai; Mumbai 400076 India
| | - Kuntal Pal
- Department of Chemistry; Indian Institute of Technology Bombay, Powai; Mumbai 400076 India
| | - Akshay Nair
- Department of Chemistry; Indian Institute of Technology Bombay, Powai; Mumbai 400076 India
| | - Shreemoyee Kumar
- Department of Chemistry; Indian Institute of Technology Bombay, Powai; Mumbai 400076 India
| | - Chandra M. R. Volla
- Department of Chemistry; Indian Institute of Technology Bombay, Powai; Mumbai 400076 India
| |
Collapse
|
39
|
Khan S, Volla CMR. Cu-catalyzed Cascade Cyclization of Isothiocyanates, Alkynes, and Diaryliodonium Salts: Access to Diversely Functionalized Quinolines. Chemistry 2017; 23:12462-12466. [DOI: 10.1002/chem.201702364] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Indexed: 12/19/2022]
Affiliation(s)
- Salman Khan
- Department of Chemistry; Indian Institute of Technology-Bombay; Powai Mumbai 400076 India
| | - Chandra M. R. Volla
- Department of Chemistry; Indian Institute of Technology-Bombay; Powai Mumbai 400076 India
| |
Collapse
|
40
|
Williams-Noonan BJ, Yuriev E, Chalmers DK. Free Energy Methods in Drug Design: Prospects of “Alchemical Perturbation” in Medicinal Chemistry. J Med Chem 2017; 61:638-649. [DOI: 10.1021/acs.jmedchem.7b00681] [Citation(s) in RCA: 93] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Billy J. Williams-Noonan
- Medicinal Chemistry, Monash
Institute of Pharmaceutical Sciences, Monash University, 381 Royal
Parade, Parkville, Victoria 3052, Australia
| | - Elizabeth Yuriev
- Medicinal Chemistry, Monash
Institute of Pharmaceutical Sciences, Monash University, 381 Royal
Parade, Parkville, Victoria 3052, Australia
| | - David K. Chalmers
- Medicinal Chemistry, Monash
Institute of Pharmaceutical Sciences, Monash University, 381 Royal
Parade, Parkville, Victoria 3052, Australia
| |
Collapse
|
41
|
Gao Y, Hou R, Liu F, Liu H, Fei Q, Han Y, Cai R, Peng C, Qi Y. Obacunone causes sustained expression of MKP-1 thus inactivating p38 MAPK to suppress pro-inflammatory mediators through intracellular MIF. J Cell Biochem 2017; 119:837-849. [PMID: 28657665 DOI: 10.1002/jcb.26248] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Accepted: 06/26/2017] [Indexed: 12/11/2022]
Abstract
Obacunone (OBA) is a highly oxygenated triterpenoid with various pharmacological activities. In this study, we explored its anti-inflammatory effect and underlying mechanisms in LPS-activated macrophages. Our data showed that OBA potently decreased pro-inflammatory mediators (eg, NO, IL-6, IL-1β, and MCP-1) at the transcriptional and translational levels without cytotoxicity. A mechanism study showed that OBA significantly suppressed p38-mediated AP-1 signaling by stabilizing the mRNA of mitogen-activated protein kinase phosphatase 1 (MKP-1), thus prolonging the expression time of the MKP-1 protein. Next, we used computational target-fishing technology to predict the possible target of OBA. Only one potential target, macrophage migration inhibitory factor (MIF), was presented. Experimentally, the interaction between OBA and MIF was also confirmed. By using an anti-mouse MIF antibody, extracellular MIF (exMIF) was neutralized. Our results showed that autocrine MIF had slight influence on the pro-inflammatory mediator production. Correspondingly, the anti-inflammatory activity of OBA was also not affected. Accordingly, we knocked down the MIF gene in RAW 264.7 cells and obtained stable MIF deficient cells MIF(-), in which the effects of OBA on p38 phosphorylation, AP-1 activation, and pro-inflammatory mediator production in response to LPS nearly disappeared. In contrast to MIF(+) cells, the MKP-1 protein expression time of the MIF(-) cells was markedly prolonged. We conclude that OBA exerts its anti-inflammatory effect by targeting intracellular MIF (inMIF) inhibition to regulate the MKP-1/p38/AP-1 pathway. Our findings also provide a chain of evidence that the inhibition of inMIF, rather than exMIF, may become a novel target for inflammation.
Collapse
Affiliation(s)
- Yuan Gao
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, P.R. China.,Chegndu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Rui Hou
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, P.R. China
| | - Fen Liu
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, P.R. China
| | - Haibo Liu
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, P.R. China
| | - Qiaoling Fei
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, P.R. China
| | - Yixin Han
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, P.R. China
| | - Runlan Cai
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, P.R. China
| | - Cheng Peng
- Chegndu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Yun Qi
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, P.R. China
| |
Collapse
|
42
|
Machicado C, Marcos LA. A computational assessment of the predicted structures of Human Macrophage Migration Inhibitory Factor 1 orthologs in parasites and its affinity to human CD74 receptor. J Mol Recognit 2017; 30. [PMID: 28513076 DOI: 10.1002/jmr.2640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Revised: 03/09/2017] [Accepted: 04/21/2017] [Indexed: 11/10/2022]
Abstract
The human macrophage migration inhibitory factor 1 (Hu-MIF-1) is a protein involved in the inflammatory and immunology response to parasite infection. In the present study, the existence of Hu-MIF-1 from parasites have been explored by mining WormBase. A total of 35 helminths were found to have Hu-MIF-1 homologs, including some parasites of importance for public health. Physicochemical, structural, and biological properties of Hu-MIF-1 were compared with its orthologs in parasites showing that most of these are secretory proteins, with positive net charge and presence of the Cys-Xaa-Xaa-Cys motif that is critical for its oxidoreductase activity. The inhibitor-binding site present in Hu-MIF-1 is well conserved among parasite MIFs suggesting that Hu-MIF inhibitors may target orthologs in pathogens. The binding of Hu-MIF-1 to its cognate receptor CD74 was predicted by computer-assisted docking, and it resulted to be very similar to the predicted complexes formed by parasite MIFs and human CD74. More than 1 plausible conformation of MIFs in the extracellular loops of CD74 may be possible as demonstrated by the different predicted conformations of MIF orthologs in complex with CD74. Parasite MIFs in complex with CD74 resulted with some charged residues oriented to CD74, which was not observed in the Hu-MIF-1/CD74 complex. Our findings predict the binding mode of Hu-MIF-1 and orthologs with CD74, which can assist in the design of novel MIF inhibitors. Whether the parasite MIFs function specifically subvert host immune responses to suit the parasite is an open question that needs to be further investigated. Future research should lead to a better understanding of parasite MIF action in the parasite biology.
Collapse
Affiliation(s)
- Claudia Machicado
- Research and Development Laboratories, Faculty of Science and Philosophy, Cayetano Heredia Peruvian University, Lima, Peru.,Institute for Biocomputation and Physics of Complex Systems, University of Zaragoza, Zaragoza, Spain
| | - Luis A Marcos
- Department of Medicine (Infectious Diseases), Stony Brook University, Stony Brook, NY, USA.,Department of Microbiology and Molecular Genetics, Stony Brook University, Stony Brook, NY, USA.,Global Health Institute, Stony Brook University, Stony Brook, NY, USA
| |
Collapse
|
43
|
Abstract
Metal ions play significant roles in numerous fields including chemistry, geochemistry, biochemistry, and materials science. With computational tools increasingly becoming important in chemical research, methods have emerged to effectively face the challenge of modeling metal ions in the gas, aqueous, and solid phases. Herein, we review both quantum and classical modeling strategies for metal ion-containing systems that have been developed over the past few decades. This Review focuses on classical metal ion modeling based on unpolarized models (including the nonbonded, bonded, cationic dummy atom, and combined models), polarizable models (e.g., the fluctuating charge, Drude oscillator, and the induced dipole models), the angular overlap model, and valence bond-based models. Quantum mechanical studies of metal ion-containing systems at the semiempirical, ab initio, and density functional levels of theory are reviewed as well with a particular focus on how these methods inform classical modeling efforts. Finally, conclusions and future prospects and directions are offered that will further enhance the classical modeling of metal ion-containing systems.
Collapse
Affiliation(s)
| | - Kenneth M. Merz
- Department of Chemistry, Department of Biochemistry and Molecular Biology, and Institute of Cyber-Enabled Research, Michigan State University, East Lansing, Michigan 48824, United States
| |
Collapse
|
44
|
Cave-Ayland C, Skylaris CK, Essex JW. A Monte Carlo Resampling Approach for the Calculation of Hybrid Classical and Quantum Free Energies. J Chem Theory Comput 2017; 13:415-424. [DOI: 10.1021/acs.jctc.6b00506] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
| | | | - Jonathan W. Essex
- School of Chemistry, University of Southampton, Hampshire, SO17 1BJ, United Kingdom
| |
Collapse
|
45
|
Cisneros JA, Robertson MJ, Mercado BQ, Jorgensen WL. Systematic Study of Effects of Structural Modifications on the Aqueous Solubility of Drug-like Molecules. ACS Med Chem Lett 2017; 8:124-127. [PMID: 28105287 DOI: 10.1021/acsmedchemlett.6b00451] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Accepted: 12/01/2016] [Indexed: 11/28/2022] Open
Abstract
Aqueous solubilities and activities have been measured for 17 members of the quinolinyltriazole series of inhibitors of human macrophage migration inhibitory factor (MIF). Systematic variation of a solvent-exposed substituent provided increases in solubility from 2 μg/mL for the parent compound 3a up to 867 μg/mL. The low solubility of 3a results from its near-planar structure and an intermolecular hydrogen bond, as revealed in a small-molecule X-ray structure. Removal of the hydrogen bond yields a 3-fold increase in solubility, but a 7-fold drop in activity. 5b emerges as the most potent MIF inhibitor with a Ki of 14 nM and good solubility, 47 μg/mL, while 4e has both high potency and solubility.
Collapse
Affiliation(s)
- José A. Cisneros
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Michael J. Robertson
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Brandon Q. Mercado
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - William L. Jorgensen
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| |
Collapse
|
46
|
Xia C, Wang K, Xu J, Shen C, Sun D, Li H, Wang G, Zhang P. Selective remote esterification of 8-aminoquinoline amides via copper(ii)-catalyzed C(sp2)–O cross-coupling reaction. Org Biomol Chem 2017; 15:531-535. [DOI: 10.1039/c6ob02375d] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The remote C–O coupling of quinoline amides at the C5 position has been established using cheap and readily available copper catalyst under mild conditions.
Collapse
Affiliation(s)
- Chengcai Xia
- Pharmacy College
- Taishan Medical University
- Tai'an 271016
- China
| | - Kai Wang
- Pharmacy College
- Taishan Medical University
- Tai'an 271016
- China
| | - Jun Xu
- College of Material
- Chemistry and Chemical Engineering
- Hangzhou Normal University
- Hangzhou 310036
- China
| | - Chao Shen
- College of Biology and Environmental Engineering
- Zhejiang Shuren University
- Hangzhou 310015
- China
| | - Di Sun
- Pharmacy College
- Taishan Medical University
- Tai'an 271016
- China
| | - Hongshuang Li
- Pharmacy College
- Taishan Medical University
- Tai'an 271016
- China
| | - Guodong Wang
- Pharmacy College
- Taishan Medical University
- Tai'an 271016
- China
| | - Pengfei Zhang
- College of Material
- Chemistry and Chemical Engineering
- Hangzhou Normal University
- Hangzhou 310036
- China
| |
Collapse
|
47
|
Cappel D, Hall ML, Lenselink EB, Beuming T, Qi J, Bradner J, Sherman W. Relative Binding Free Energy Calculations Applied to Protein Homology Models. J Chem Inf Model 2016; 56:2388-2400. [PMID: 28024402 PMCID: PMC5777225 DOI: 10.1021/acs.jcim.6b00362] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
A significant challenge and potential high-value application of computer-aided drug design is the accurate prediction of protein-ligand binding affinities. Free energy perturbation (FEP) using molecular dynamics (MD) sampling is among the most suitable approaches to achieve accurate binding free energy predictions, due to the rigorous statistical framework of the methodology, correct representation of the energetics, and thorough treatment of the important degrees of freedom in the system (including explicit waters). Recent advances in sampling methods and force fields coupled with vast increases in computational resources have made FEP a viable technology to drive hit-to-lead and lead optimization, allowing for more efficient cycles of medicinal chemistry and the possibility to explore much larger chemical spaces. However, previous FEP applications have focused on systems with high-resolution crystal structures of the target as starting points-something that is not always available in drug discovery projects. As such, the ability to apply FEP on homology models would greatly expand the domain of applicability of FEP in drug discovery. In this work we apply a particular implementation of FEP, called FEP+, on congeneric ligand series binding to four diverse targets: a kinase (Tyk2), an epigenetic bromodomain (BRD4), a transmembrane GPCR (A2A), and a protein-protein interaction interface (BCL-2 family protein MCL-1). We apply FEP+ using both crystal structures and homology models as starting points and find that the performance using homology models is generally on a par with the results when using crystal structures. The robustness of the calculations to structural variations in the input models can likely be attributed to the conformational sampling in the molecular dynamics simulations, which allows the modeled receptor to adapt to the "real" conformation for each ligand in the series. This work exemplifies the advantages of using all-atom simulation methods with full system flexibility and offers promise for the general application of FEP to homology models, although additional validation studies should be performed to further understand the limitations of the method and the scenarios where FEP will work best.
Collapse
Affiliation(s)
- Daniel Cappel
- Schrödinger GmbH, Dynamostraße 13, 68165 Mannheim, Germany
| | - Michelle Lynn Hall
- Schrodinger Inc., 120 W 45th Street, New York, New York 10036, United States
| | - Eelke B. Lenselink
- Division of Medicinal Chemistry, Leiden Academic Centre for Drug Research, Leiden University, 2333 CC Leiden, The Netherlands
| | - Thijs Beuming
- Schrodinger Inc., 120 W 45th Street, New York, New York 10036, United States
| | - Jun Qi
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Harvard Medical School, 360 Longwood Avenue, LC-2210, Boston, Massachusetts 02215, United States
| | - James Bradner
- Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Harvard Medical School, 360 Longwood Avenue, LC-2210, Boston, Massachusetts 02215, United States
| | - Woody Sherman
- Schrodinger Inc., 120 W 45th Street, New York, New York 10036, United States
| |
Collapse
|
48
|
Investigating the cytotoxicity of platinum(II) complexes incorporating bidentate pyridyl-1,2,3-triazole “click” ligands. J Inorg Biochem 2016; 165:92-99. [DOI: 10.1016/j.jinorgbio.2016.06.017] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Revised: 05/16/2016] [Accepted: 06/14/2016] [Indexed: 01/04/2023]
|
49
|
Cisneros JA, Robertson MJ, Valhondo M, Jorgensen WL. A Fluorescence Polarization Assay for Binding to Macrophage Migration Inhibitory Factor and Crystal Structures for Complexes of Two Potent Inhibitors. J Am Chem Soc 2016; 138:8630-8. [PMID: 27299179 PMCID: PMC4945996 DOI: 10.1021/jacs.6b04910] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
![]()
Human
macrophage migration inhibitory factor (MIF) is both a keto–enol
tautomerase and a cytokine associated with numerous inflammatory diseases
and cancer. Consistent with observed correlations between inhibition
of the enzymatic and biological activities, discovery of MIF inhibitors
has focused on monitoring the tautomerase activity using l-dopachrome methyl ester or 4-hydroxyphenyl pyruvic acid as substrates.
The accuracy of these assays is compromised by several issues including
substrate instability, spectral interference, and short linear periods
for product formation. In this work, we report the syntheses of fluorescently
labeled MIF inhibitors and their use in the first fluorescence polarization-based
assay to measure the direct binding of inhibitors to the active site.
The assay allows the accurate and efficient identification of competitive,
noncompetitive, and covalent inhibitors of MIF in a manner that can
be scaled for high-throughput screening. The results for 22 compounds
show that the most potent MIF inhibitors bind with Kd values of ca. 50 nM; two are from our laboratory, and
the other is a compound from the patent literature. X-ray crystal
structures for two of the most potent compounds bound to MIF are also
reported here. Striking combinations of protein–ligand hydrogen
bonding, aryl–aryl, and cation−π interactions
are responsible for the high affinities. A new chemical series was
then designed using this knowledge to yield two more strong MIF inhibitors/binders.
Collapse
Affiliation(s)
- José A Cisneros
- Department of Chemistry, Yale University , New Haven, Connecticut 06520-8107, United States
| | - Michael J Robertson
- Department of Chemistry, Yale University , New Haven, Connecticut 06520-8107, United States
| | - Margarita Valhondo
- Department of Chemistry, Yale University , New Haven, Connecticut 06520-8107, United States
| | - William L Jorgensen
- Department of Chemistry, Yale University , New Haven, Connecticut 06520-8107, United States
| |
Collapse
|
50
|
Qian Y, Schürmann M, Janning P, Hedberg C, Waldmann H. Activity-Based Proteome Profiling Probes Based on Woodward's Reagent K with Distinct Target Selectivity. Angew Chem Int Ed Engl 2016. [DOI: 10.1002/ange.201602666] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Yong Qian
- Max Planck Institute of Molecular Physiology; Otto-Hahn-Strasse 11 Dortmund Germany
| | - Marc Schürmann
- Max Planck Institute of Molecular Physiology; Otto-Hahn-Strasse 11 Dortmund Germany
| | - Petra Janning
- Max Planck Institute of Molecular Physiology; Otto-Hahn-Strasse 11 Dortmund Germany
| | - Christian Hedberg
- Department of Chemistry, Chemical Biology Centre (KBC); Umeå University; 90187 Umeå Sweden
| | - Herbert Waldmann
- Max Planck Institute of Molecular Physiology; Otto-Hahn-Strasse 11 Dortmund Germany
- Technical University Dortmund; Department of Chemistry and Chemical Biology; Otto-Hahn-Strasse 6 Dortmund Germany
| |
Collapse
|