1
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Mackinnon SR, Zarganes-Tzitzikas T, Adams CJ, Brennan PE, Yue WW. Luminescence-based complementation assay to assess target engagement and cell permeability of glycolate oxidase (HAO1) inhibitors. Biochimie 2024:S0300-9084(24)00199-8. [PMID: 39151880 DOI: 10.1016/j.biochi.2024.08.011] [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: 06/10/2024] [Revised: 08/05/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
Glycolate oxidase (HAO1) catalyses the synthesis of glyoxylate, a common metabolic intermediate that causes renal failure if accumulated. HAO1 inhibition is an emerging treatment for primary hyperoxaluria, a rare disorder of glyoxylate metabolism. Here we report the first cell-based measurement of inhibitor uptake and engagement with HAO1, by adapting the cellular thermal shift assay (CETSA) based on Nano luciferase complementation and luminescence readout. By profiling the interaction between HAO1 and four well-characterised inhibitors in intact and lysed HEK293T cells, we showed that our CETSA method differentiates between low-permeability/high-engagement and high-permeability/low-engagement ligands and is able to rank HAO1 inhibitors in line with both recombinant protein methods and previously reported indirect cellular assays. Our methodology addresses the unmet need for a robust, sensitive, and scalable cellular assay to guide HAO1 inhibitor development and, in broader terms, can be rapidly adapted for other targets to simultaneously monitor compound affinity and cellular permeability.
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Affiliation(s)
- Sabrina R Mackinnon
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Tryfon Zarganes-Tzitzikas
- Alzheimer's Research UK Oxford Drug Discovery Institute, Centre for Medicines Discovery, Nuffield Department of Medicine, Oxford, UK
| | - Cassandra J Adams
- Centre for Medicines Discovery, Nuffield Department of Medicine Research Building (NDMRB), University of Oxford, Oxford, UK
| | - Paul E Brennan
- Centre for Medicines Discovery, Nuffield Department of Medicine Research Building (NDMRB), University of Oxford, Oxford, UK.
| | - Wyatt W Yue
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
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2
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Suryawanshi RK, Jaishankar P, Correy GJ, Rachman MM, O'Leary PC, Taha TY, Zapatero-Belinchón FJ, McCavitt-Malvido M, Doruk YU, Stevens MGV, Diolati ME, Jogalekar MP, Richards AL, Montano M, Rosecrans J, Matthay M, Togo T, Gonciarz RL, Gopalkrishnan S, Neitz RJ, Krogan NJ, Swaney DL, Shoichet BK, Ott M, Renslo AR, Ashworth A, Fraser JS. The Mac1 ADP-ribosylhydrolase is a Therapeutic Target for SARS-CoV-2. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.08.606661. [PMID: 39149230 PMCID: PMC11326214 DOI: 10.1101/2024.08.08.606661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
SARS-CoV-2 continues to pose a threat to public health. Current therapeutics remain limited to direct acting antivirals that lack distinct mechanisms of action and are already showing signs of viral resistance. The virus encodes an ADP-ribosylhydrolase macrodomain (Mac1) that plays an important role in the coronaviral lifecycle by suppressing host innate immune responses. Genetic inactivation of Mac1 abrogates viral replication in vivo by potentiating host innate immune responses. However, it is unknown whether this can be achieved by pharmacologic inhibition and can therefore be exploited therapeutically. Here we report a potent and selective lead small molecule, AVI-4206, that is effective in an in vivo model of SARS-CoV-2 infection. Cellular models indicate that AVI-4206 has high target engagement and can weakly inhibit viral replication in a gamma interferon- and Mac1 catalytic activity-dependent manner; a stronger antiviral effect for AVI-4206 is observed in human airway organoids. In an animal model of severe SARS-CoV-2 infection, AVI-4206 reduces viral replication, potentiates innate immune responses, and leads to a survival benefit. Our results pharmacologically validate Mac1 as a therapeutic target via a novel immune-restoring mechanism that could potentially synergize with existing therapies targeting distinct, essential aspects of the coronaviral life cycle. This approach could be more widely used to target other viral macrodomains to develop antiviral therapeutics beyond COVID-19.
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3
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Chandía-Cristi A, Gutiérrez DA, Dulcey AE, Lara M, Vargas L, Lin YH, Jimenez-Muñoz P, Larenas G, Xu X, Wang A, Owens A, Dextras C, Chen Y, Pinto C, Marín T, Almarza-Salazar H, Acevedo K, Cancino GI, Hu X, Rojas P, Ferrer M, Southall N, Henderson MJ, Zanlungo S, Marugan JJ, Álvarez R A. Prophylactic treatment with the c-Abl inhibitor, neurotinib, diminishes neuronal damage and the convulsive state in pilocarpine-induced mice. Cell Rep 2024; 43:114144. [PMID: 38656874 PMCID: PMC11230136 DOI: 10.1016/j.celrep.2024.114144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 03/13/2024] [Accepted: 04/09/2024] [Indexed: 04/26/2024] Open
Abstract
The molecular mechanisms underlying seizure generation remain elusive, yet they are crucial for developing effective treatments for epilepsy. The current study shows that inhibiting c-Abl tyrosine kinase prevents apoptosis, reduces dendritic spine loss, and maintains N-methyl-d-aspartate (NMDA) receptor subunit 2B (NR2B) phosphorylated in in vitro models of excitotoxicity. Pilocarpine-induced status epilepticus (SE) in mice promotes c-Abl phosphorylation, and disrupting c-Abl activity leads to fewer seizures, increases latency toward SE, and improved animal survival. Currently, clinically used c-Abl inhibitors are non-selective and have poor brain penetration. The allosteric c-Abl inhibitor, neurotinib, used here has favorable potency, selectivity, pharmacokinetics, and vastly improved brain penetration. Neurotinib-administered mice have fewer seizures and improved survival following pilocarpine-SE induction. Our findings reveal c-Abl kinase activation as a key factor in ictogenesis and highlight the impact of its inhibition in preventing the insurgence of epileptic-like seizures in rodents and humans.
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Affiliation(s)
- América Chandía-Cristi
- Department of Cellular and Molecular Biology, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile
| | - Daniela A Gutiérrez
- Department of Cellular and Molecular Biology, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile; Millennium Institute on Immunology and Immunotherapy, Biological Sciences Faculty, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile
| | - Andrés E Dulcey
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - Marcelo Lara
- Neuroscience Laboratory, Biology and Chemistry Faculty, Universidad de Santiago de Chile, Avenue Libertador Bernardo O'Higgins, Santiago 3363, Chile
| | - Lina Vargas
- Department of Cellular and Molecular Biology, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile
| | - Yi-Han Lin
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - Pablo Jimenez-Muñoz
- Department of Cellular and Molecular Biology, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile
| | - Gabriela Larenas
- Department of Cellular and Molecular Biology, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile
| | - Xin Xu
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - Amy Wang
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - Ashley Owens
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - Christopher Dextras
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - YuChi Chen
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - Claudio Pinto
- Department of Cellular and Molecular Biology, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile
| | - Tamara Marín
- Department of Cellular and Molecular Biology, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile; Millennium Institute on Immunology and Immunotherapy, Biological Sciences Faculty, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile
| | - Hugo Almarza-Salazar
- Department of Cellular and Molecular Biology, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile; Millennium Institute on Immunology and Immunotherapy, Biological Sciences Faculty, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile
| | - Keryma Acevedo
- Neurology Unit of Pediatric Division, Pontificia Universidad Católica de Chile, Avenue Libertador Bernardo O'Higgins 340, Santiago, Chile
| | - Gonzalo I Cancino
- Department of Cellular and Molecular Biology, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile
| | - Xin Hu
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - Patricio Rojas
- Neuroscience Laboratory, Biology and Chemistry Faculty, Universidad de Santiago de Chile, Avenue Libertador Bernardo O'Higgins, Santiago 3363, Chile
| | - Marc Ferrer
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - Noel Southall
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - Mark J Henderson
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA
| | - Silvana Zanlungo
- Department of Gastroenterology, Faculty of Medicine, Pontificia Universidad Católica de Chile, Avenue Libertador Bernardo O'Higgins 340, Santiago, Chile.
| | - Juan J Marugan
- Early Translation Branch, National Center for Advancing Translational Sciences (NCATS), NIH, 9800 Medical Center Drive, Rockville, MD, USA.
| | - Alejandra Álvarez R
- Department of Cellular and Molecular Biology, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile; Millennium Institute on Immunology and Immunotherapy, Biological Sciences Faculty, Pontificia Universidad Católica de Chile, Portugal 49, Santiago, Chile.
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4
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He J, Huang L, Sun K, Li J, Han S, Gao X, Wang QQ, Yang S, Sun W, Gao H. Oleuropein alleviates myocardial ischemia-reperfusion injury by suppressing oxidative stress and excessive autophagy via TLR4/MAPK signaling pathway. Chin Med 2024; 19:59. [PMID: 38589925 PMCID: PMC11003011 DOI: 10.1186/s13020-024-00925-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 03/27/2024] [Indexed: 04/10/2024] Open
Abstract
BACKGROUND Myocardial ischemia/reperfusion injury (MIRI) is an important complication of reperfusion therapy, and has a lack of effective prevention and treatment methods. Oleuropein (OP) is a natural strong antioxidant with many protective effects on cardiovascular diseases, but its protective effect on MIRI has not yet been studied in depth. METHODS Tert-Butyl hydroperoxide (tBHP) was used to establish an in vitro oxidative stress model. Cell viability was detected by 3-(4,5)-dimethylthiahiazo (-z-y1)-3,5-di-phenytetrazoliumromide (MTT) and lactate dehydrogenase (LDH). Flow cytometry and fluorescence assays were performed for evaluating the ROS levels and mitochondrial membrane potential (MMP). Immunofluorescence analysis detected the NRF2 nuclear translocation and autophagy indicators. Further, Western blotting and quantitative real-time PCR were performed to evaluate the expression levels of proteins and mRNAs. Molecular docking, CETSA, and molecular interaction analysis explored the binding between OP and TLR4. The protective effects of OP in vivo were determined using a preclinical MIRI rat model. RESULTS OP protected against tBHP-treated injury, reduced ROS levels and reversed the damaged MMP. Mechanistically, OP activated NRF2-related antioxidant pathways, inhibited autophagy and attenuated the TLR4/MAPK signaling pathway in tBHP-treated H9C2 cells with a high binding affinity to TLR4 (KD = 37.5 µM). The TLR4 inhibitor TAK242 showed a similar effect as OP. In vivo, OP could alleviate cardiac ischemia/reperfusion injury and it ameliorated adverse cardiac remodeling. Consistent with in vitro studies, OP inhibited TLR4/MAPK and autophagy pathway and activated NRF2-dependent antioxidant pathways in vivo. CONCLUSION This study shows that OP binds to TLR4 to regulate oxidative stress and autophagy for protecting damaged cardiomyocytes, supporting that OP can be a potential therapeutic agent for MIRI.
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Affiliation(s)
- Jia He
- College of Pharmacy, Jiangxi University of Chinese Medicine, Nanchang, 330004, China
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530000, China
- Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, 530020, China
| | - Liting Huang
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530000, China
- Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, 530020, China
| | - Kaili Sun
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530000, China
| | - Jilang Li
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530000, China
- Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, 530020, China
| | - Shan Han
- College of Pharmacy, Jiangxi University of Chinese Medicine, Nanchang, 330004, China
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530000, China
- Research Center for Traditional Chinese Medicine Resources and Ethnic Medicine, Jiangxi University of Chinese Medicine, Nanchang, 330004, China
- Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, 530020, China
| | - Xiang Gao
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530000, China
- Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, 530020, China
| | - Qin-Qin Wang
- College of Pharmacy, Jiangxi University of Chinese Medicine, Nanchang, 330004, China
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530000, China
- Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, 530020, China
| | - Shilin Yang
- College of Pharmacy, Jiangxi University of Chinese Medicine, Nanchang, 330004, China.
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530000, China.
- Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, 530020, China.
| | - Wen Sun
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
- Beijing Institute for Stem Cell and Regenerative Medicine, Beijing, 100101, China.
| | - Hongwei Gao
- College of Pharmacy, Guangxi University of Chinese Medicine, Nanning, 530000, China.
- Guangxi Engineering Technology Research Center of Advantage Chinese Patent Drug and Ethnic Drug Development, Nanning, 530020, China.
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5
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Mason JW, Chow YT, Hudson L, Tutter A, Michaud G, Westphal MV, Shu W, Ma X, Tan ZY, Coley CW, Clemons PA, Bonazzi S, Berst F, Briner K, Liu S, Zécri FJ, Schreiber SL. DNA-encoded library-enabled discovery of proximity-inducing small molecules. Nat Chem Biol 2024; 20:170-179. [PMID: 37919549 PMCID: PMC10917151 DOI: 10.1038/s41589-023-01458-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 09/24/2023] [Indexed: 11/04/2023]
Abstract
Small molecules that induce protein-protein associations represent powerful tools to modulate cell circuitry. We sought to develop a platform for the direct discovery of compounds able to induce association of any two preselected proteins, using the E3 ligase von Hippel-Lindau (VHL) and bromodomains as test systems. Leveraging the screening power of DNA-encoded libraries (DELs), we synthesized ~1 million DNA-encoded compounds that possess a VHL-targeting ligand, a variety of connectors and a diversity element generated by split-and-pool combinatorial chemistry. By screening our DEL against bromodomains in the presence and absence of VHL, we could identify VHL-bound molecules that simultaneously bind bromodomains. For highly barcode-enriched library members, ternary complex formation leading to bromodomain degradation was confirmed in cells. Furthermore, a ternary complex crystal structure was obtained for our most enriched library member with BRD4BD1 and a VHL complex. Our work provides a foundation for adapting DEL screening to the discovery of proximity-inducing small molecules.
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Affiliation(s)
- Jeremy W Mason
- Chemical Biology and Therapeutics Science, Broad Institute, Cambridge, MA, USA
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Yuen Ting Chow
- Chemical Biology and Therapeutics Science, Broad Institute, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Liam Hudson
- Chemical Biology and Therapeutics Science, Broad Institute, Cambridge, MA, USA
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Antonin Tutter
- Chemical Biology and Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Gregory Michaud
- Chemical Biology and Therapeutics, Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Matthias V Westphal
- Chemical Biology and Therapeutics Science, Broad Institute, Cambridge, MA, USA
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Wei Shu
- Structural and Biophysical Chemistry, Novartis Institutes for BioMedical Research, Emeryville, CA, USA
| | - Xiaolei Ma
- Structural and Biophysical Chemistry, Novartis Institutes for BioMedical Research, Emeryville, CA, USA
| | - Zher Yin Tan
- Chemical Biology and Therapeutics Science, Broad Institute, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Connor W Coley
- Chemical Biology and Therapeutics Science, Broad Institute, Cambridge, MA, USA
| | - Paul A Clemons
- Chemical Biology and Therapeutics Science, Broad Institute, Cambridge, MA, USA
| | - Simone Bonazzi
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Frédéric Berst
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Novartis Campus, Basel, Switzerland
| | - Karin Briner
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Shuang Liu
- Chemical Biology and Therapeutics Science, Broad Institute, Cambridge, MA, USA.
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.
| | - Frédéric J Zécri
- Global Discovery Chemistry, Novartis Institutes for BioMedical Research, Cambridge, MA, USA.
| | - Stuart L Schreiber
- Chemical Biology and Therapeutics Science, Broad Institute, Cambridge, MA, USA.
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.
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6
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Hoare BL, Tippett DN, Kaur A, Cullum SA, Miljuš T, Koers EJ, Harwood CR, Dijon N, Holliday ND, Sykes DA, Veprintsev DB. ThermoBRET: A Ligand-Engagement Nanoscale Thermostability Assay Applied to GPCRs. Chembiochem 2024; 25:e202300459. [PMID: 37872746 DOI: 10.1002/cbic.202300459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 10/18/2023] [Accepted: 10/19/2023] [Indexed: 10/25/2023]
Abstract
Measurements of membrane protein thermostability reflect ligand binding. Current thermostability assays often require protein purification or rely on pre-existing radiolabelled or fluorescent ligands, limiting their application to established targets. Alternative methods, such as fluorescence-detection size exclusion chromatography thermal shift, detect protein aggregation but are not amenable to high-throughput screening. Here, we present a ThermoBRET method to quantify the relative thermostability of G protein coupled receptors (GPCRs), using cannabinoid receptors (CB1 and CB2 ) and the β2 -adrenoceptor (β2 AR) as model systems. ThermoBRET reports receptor unfolding, does not need labelled ligands and can be used with non-purified proteins. It uses Bioluminescence Resonance Energy Transfer (BRET) between Nanoluciferase (Nluc) and a thiol-reactive fluorescent dye that binds cysteines exposed by unfolding. We demonstrate that the melting point (Tm ) of Nluc-fused GPCRs can be determined in non-purified detergent solubilised membrane preparations or solubilised whole cells, revealing differences in thermostability for different solubilising conditions and in the presence of stabilising ligands. We extended the range of the assay by developing the thermostable tsNLuc by incorporating mutations from the fragments of split-Nluc (Tm of 87 °C versus 59 °C). ThermoBRET allows the determination of GPCR thermostability, which is useful for protein purification optimisation and drug discovery screening.
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Affiliation(s)
- Bradley L Hoare
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
- Current address, Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC 3052, Australia
| | - David N Tippett
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
- Current address, Department of Biochemistry, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Amandeep Kaur
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
| | - Sean A Cullum
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
| | - Tamara Miljuš
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
- Institute of Metabolism and Systems Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Eline J Koers
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
| | - Clare R Harwood
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
| | - Nicola Dijon
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
| | - Nicholas D Holliday
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
| | - David A Sykes
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
| | - Dmitry B Veprintsev
- Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands, UK
- Division of Physiology, Pharmacology & Neuroscience, School of Life Sciences, University of Nottingham, Nottingham, NG7 2UH, UK
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7
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Hansel CS, Lanne A, Rowlands H, Shaw J, Collier MJ, Plant H. High-throughput differential scanning fluorimetry (DSF) and cellular thermal shift assays (CETSA): Shifting from manual to automated screening. SLAS Technol 2023; 28:411-415. [PMID: 37598756 DOI: 10.1016/j.slast.2023.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 08/09/2023] [Accepted: 08/16/2023] [Indexed: 08/22/2023]
Abstract
Biophysical affinity screening is increasingly being adopted as a high-throughput hit finding technique in drug discovery. Automation is highly beneficial to high-throughput screening (HTS) since a large number of compounds need to be reproducibly tested against a biological target. Herein, we describe how we have automated two biophysical affinity screening methods that rely on a thermal shift in protein melting temperature upon small molecule binding: differential scanning fluorimetry (DSF) and the cellular thermal shift assay (CETSA).
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Affiliation(s)
- Catherine S Hansel
- High-throughput Screening, Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK.
| | - Alice Lanne
- High-throughput Screening, Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK
| | - Hannah Rowlands
- High-throughput Screening, Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK
| | - Joseph Shaw
- Assay Development, Discovery Biology, Discovery Sciences, R&D, AstraZeneca, Cambridge, UK
| | - Matthew J Collier
- High-throughput Screening, Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK
| | - Helen Plant
- High-throughput Screening, Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK
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8
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Ramachandran S, Makukhin N, Haubrich K, Nagala M, Forrester B, Lynch DM, Casement R, Testa A, Bruno E, Gitto R, Ciulli A. Structure-based design of a phosphotyrosine-masked covalent ligand targeting the E3 ligase SOCS2. Nat Commun 2023; 14:6345. [PMID: 37816714 PMCID: PMC10564737 DOI: 10.1038/s41467-023-41894-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Accepted: 09/14/2023] [Indexed: 10/12/2023] Open
Abstract
The Src homology 2 (SH2) domain recognizes phosphotyrosine (pY) post translational modifications in partner proteins to trigger downstream signaling. Drug discovery efforts targeting the SH2 domains have long been stymied by the poor drug-like properties of phosphate and its mimetics. Here, we use structure-based design to target the SH2 domain of the E3 ligase suppressor of cytokine signaling 2 (SOCS2). Starting from the highly ligand-efficient pY amino acid, a fragment growing approach reveals covalent modification of Cys111 in a co-crystal structure, which we leverage to rationally design a cysteine-directed electrophilic covalent inhibitor MN551. We report the prodrug MN714 containing a pivaloyloxymethyl (POM) protecting group and evidence its cell permeability and capping group unmasking using cellular target engagement and in-cell 19F NMR spectroscopy. Covalent engagement at Cys111 competitively blocks recruitment of cellular SOCS2 protein to its native substrate. The qualified inhibitors of SOCS2 could find attractive applications as chemical probes to understand the biology of SOCS2 and its CRL5 complex, and as E3 ligase handles in proteolysis targeting chimera (PROTACs) to induce targeted protein degradation.
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Affiliation(s)
- Sarath Ramachandran
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, 1 James Lindsay Place, Dundee, DD1 5JJ, United Kingdom
| | - Nikolai Makukhin
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, 1 James Lindsay Place, Dundee, DD1 5JJ, United Kingdom
- Amphista Therapeutics Ltd, Cory Building, Granta Park, Great Abington, Cambridge, CB21 6GQ, United Kingdom
| | - Kevin Haubrich
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, 1 James Lindsay Place, Dundee, DD1 5JJ, United Kingdom
| | - Manjula Nagala
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, 1 James Lindsay Place, Dundee, DD1 5JJ, United Kingdom
| | - Beth Forrester
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, 1 James Lindsay Place, Dundee, DD1 5JJ, United Kingdom
| | - Dylan M Lynch
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, 1 James Lindsay Place, Dundee, DD1 5JJ, United Kingdom
| | - Ryan Casement
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, 1 James Lindsay Place, Dundee, DD1 5JJ, United Kingdom
| | - Andrea Testa
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, 1 James Lindsay Place, Dundee, DD1 5JJ, United Kingdom
- Amphista Therapeutics Ltd, Cory Building, Granta Park, Great Abington, Cambridge, CB21 6GQ, United Kingdom
| | - Elvira Bruno
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, 1 James Lindsay Place, Dundee, DD1 5JJ, United Kingdom
| | - Rosaria Gitto
- Department of Chemical, Biological, Pharmaceutical, and Environmental Sciences, University of Messina, Viale Stagno D'Alcontres 31, Pole Papardo, 98166, Messina, Italy
| | - Alessio Ciulli
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, 1 James Lindsay Place, Dundee, DD1 5JJ, United Kingdom.
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9
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Llowarch P, Usselmann L, Ivanov D, Holdgate GA. Thermal unfolding methods in drug discovery. BIOPHYSICS REVIEWS 2023; 4:021305. [PMID: 38510342 PMCID: PMC10903397 DOI: 10.1063/5.0144141] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 04/13/2023] [Indexed: 03/22/2024]
Abstract
Thermal unfolding methods, applied in both isolated protein and cell-based settings, are increasingly used to identify and characterize hits during early drug discovery. Technical developments over recent years have facilitated their application in high-throughput approaches, and they now are used more frequently for primary screening. Widespread access to instrumentation and automation, the ability to miniaturize, as well as the capability and capacity to generate the appropriate scale and quality of protein and cell reagents have all played a part in these advances. As the nature of drug targets and approaches to their modulation have evolved, these methods have broadened our ability to provide useful chemical start points. Target proteins without catalytic function, or those that may be difficult to express and purify, are amenable to these methods. Here, we provide a review of the applications of thermal unfolding methods applied in hit finding during early drug discovery.
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Affiliation(s)
- Poppy Llowarch
- High Throughput Screening, Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Alderley Park, United Kingdom
| | - Laura Usselmann
- High Throughput Screening, Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Alderley Park, United Kingdom
| | - Delyan Ivanov
- High Throughput Screening, Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Alderley Park, United Kingdom
| | - Geoffrey A. Holdgate
- High Throughput Screening, Hit Discovery, Discovery Sciences, R&D, AstraZeneca, Alderley Park, United Kingdom
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10
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Tu Y, Tan L, Tao H, Li Y, Liu H. CETSA and thermal proteome profiling strategies for target identification and drug discovery of natural products. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2023; 116:154862. [PMID: 37216761 DOI: 10.1016/j.phymed.2023.154862] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 04/21/2023] [Accepted: 05/04/2023] [Indexed: 05/24/2023]
Abstract
BACKGROUND Monitoring target engagement at various stages of drug development is essential for natural product (NP)-based drug discovery and development. The cellular thermal shift assay (CETSA) developed in 2013 is a novel, broadly applicable, label-free biophysical assay based on the principle of ligand-induced thermal stabilization of target proteins, which enables direct assessment of drug-target engagement in physiologically relevant contexts, including intact cells, cell lysates and tissues. This review aims to provide an overview of the work principles of CETSA and its derivative strategies and their recent progress in protein target validation, target identification and drug lead discovery of NPs. METHODS A literature-based survey was conducted using the Web of Science and PubMed databases. The required information was reviewed and discussed to highlight the important role of CETSA-derived strategies in NP studies. RESULTS After nearly ten years of upgrading and evolution, CETSA has been mainly developed into three formats: classic Western blotting (WB)-CETSA for target validation, thermal proteome profiling (TPP, also known as MS-CETSA) for unbiased proteome-wide target identification, and high-throughput (HT)-CETSA for drug hit discovery and lead optimization. Importantly, the application possibilities of a variety of TPP approaches for the target discovery of bioactive NPs are highlighted and discussed, including TPP-temperature range (TPP-TR), TPP-compound concentration range (TPP-CCR), two-dimensional TPP (2D-TPP), cell surface-TPP (CS-TPP), simplified TPP (STPP), thermal stability shift-based fluorescence difference in 2D gel electrophoresis (TS-FITGE) and precipitate supported TPP (PSTPP). In addition, the key advantages, limitations and future outlook of CETSA strategies for NP studies are discussed. CONCLUSION The accumulation of CETSA-based data can significantly accelerate the elucidation of the mechanism of action and drug lead discovery of NPs, and provide strong evidence for NP treatment against certain diseases. The CETSA strategy will certainly bring a great return far beyond the initial investment and open up more possibilities for future NP-based drug research and development.
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Affiliation(s)
- Yanbei Tu
- School of Pharmacy, Jiangsu University, Zhenjiang, Jiangsu 212013, China
| | - Lihua Tan
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Taipa, Macao SAR 999078, China
| | - Hongxun Tao
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang, Jiangsu 212013, China
| | - Yanfang Li
- School of Chemical Engineering, Sichuan University, Chengdu, Sichuan 610065, China.
| | - Hanqing Liu
- School of Pharmacy, Jiangsu University, Zhenjiang, Jiangsu 212013, China.
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11
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Jarvis R, Josephine Ng SF, Nathanson AJ, Cardarelli RA, Abiraman K, Wade F, Evans-Strong A, Fernandez-Campa MP, Deeb TZ, Smalley JL, Jamier T, Gurrell IK, McWilliams L, Kawatkar A, Conway LC, Wang Q, Burli RW, Brandon NJ, Chessell IP, Goldman AJ, Maguire JL, Moss SJ. Direct activation of KCC2 arrests benzodiazepine refractory status epilepticus and limits the subsequent neuronal injury in mice. Cell Rep Med 2023; 4:100957. [PMID: 36889319 PMCID: PMC10040380 DOI: 10.1016/j.xcrm.2023.100957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 11/17/2022] [Accepted: 02/06/2023] [Indexed: 03/09/2023]
Abstract
Hyperpolarizing GABAAR currents, the unitary events that underlie synaptic inhibition, are dependent upon efficient Cl- extrusion, a process that is facilitated by the neuronal specific K+/Cl- co-transporter KCC2. Its activity is also a determinant of the anticonvulsant efficacy of the canonical GABAAR-positive allosteric: benzodiazepines (BDZs). Compromised KCC2 activity is implicated in the pathophysiology of status epilepticus (SE), a medical emergency that rapidly becomes refractory to BDZ (BDZ-RSE). Here, we have identified small molecules that directly bind to and activate KCC2, which leads to reduced neuronal Cl- accumulation and excitability. KCC2 activation does not induce any overt effects on behavior but prevents the development of and terminates ongoing BDZ-RSE. In addition, KCC2 activation reduces neuronal cell death following BDZ-RSE. Collectively, these findings demonstrate that KCC2 activation is a promising strategy to terminate BDZ-resistant seizures and limit the associated neuronal injury.
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Affiliation(s)
- Rebecca Jarvis
- Discovery, Neuroscience, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Shu Fun Josephine Ng
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Anna J Nathanson
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Ross A Cardarelli
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Krithika Abiraman
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Fergus Wade
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Aidan Evans-Strong
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Marina P Fernandez-Campa
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Tarek Z Deeb
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Joshua L Smalley
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Tanguy Jamier
- Discovery, Neuroscience, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Ian K Gurrell
- Discovery, Neuroscience, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Lisa McWilliams
- Discovery Biology, Discovery Sciences, R&D, AstraZeneca, Cambridge, UK
| | - Aarti Kawatkar
- Discovery Biology, Discovery Sciences, R&D, AstraZeneca, Boston, MA, USA
| | - Leslie C Conway
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Qi Wang
- Discovery, Neuroscience, BioPharmaceuticals R&D, AstraZeneca, Boston, MA, USA
| | - Roland W Burli
- Discovery, Neuroscience, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Nicholas J Brandon
- Discovery, Neuroscience, BioPharmaceuticals R&D, AstraZeneca, Boston, MA, USA
| | - Iain P Chessell
- Discovery, Neuroscience, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Aaron J Goldman
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Jamie L Maguire
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Stephen J Moss
- Department of Neuroscience, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA; Department of Neuroscience, Physiology and Pharmacology, University College London, London WC1 6BT, UK.
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12
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Göricke F, Vu V, Smith L, Scheib U, Böhm R, Akkilic N, Wohlfahrt G, Weiske J, Bömer U, Brzezinka K, Lindner N, Lienau P, Gradl S, Beck H, Brown PJ, Santhakumar V, Vedadi M, Barsyte-Lovejoy D, Arrowsmith CH, Schmees N, Petersen K. Discovery and Characterization of BAY-805, a Potent and Selective Inhibitor of Ubiquitin-Specific Protease USP21. J Med Chem 2023; 66:3431-3447. [PMID: 36802665 PMCID: PMC10009755 DOI: 10.1021/acs.jmedchem.2c01933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023]
Abstract
USP21 belongs to the ubiquitin-specific protease (USP) subfamily of deubiquitinating enzymes (DUBs). Due to its relevance in tumor development and growth, USP21 has been reported as a promising novel therapeutic target for cancer treatment. Herein, we present the discovery of the first highly potent and selective USP21 inhibitor. Following high-throughput screening and subsequent structure-based optimization, we identified BAY-805 to be a non-covalent inhibitor with low nanomolar affinity for USP21 and high selectivity over other DUB targets as well as kinases, proteases, and other common off-targets. Furthermore, surface plasmon resonance (SPR) and cellular thermal shift assays (CETSA) demonstrated high-affinity target engagement of BAY-805, resulting in strong NF-κB activation in a cell-based reporter assay. To the best of our knowledge, BAY-805 is the first potent and selective USP21 inhibitor and represents a valuable high-quality in vitro chemical probe to further explore the complex biology of USP21.
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Affiliation(s)
- Fabian Göricke
- Research & Development, Pharmaceuticals, Bayer AG, 42096 Wuppertal, Germany
| | - Victoria Vu
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada
| | - Leanna Smith
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada
| | - Ulrike Scheib
- Nuvisan Innovation Campus Berlin, 13353 Berlin, Germany
| | - Raphael Böhm
- Nuvisan Innovation Campus Berlin, 13353 Berlin, Germany
| | - Namik Akkilic
- Nuvisan Innovation Campus Berlin, 13353 Berlin, Germany
| | - Gerd Wohlfahrt
- Research & Development, Pharmaceuticals, Bayer AG, 13353 Berlin, Germany
| | - Jörg Weiske
- Nuvisan Innovation Campus Berlin, 13353 Berlin, Germany
| | - Ulf Bömer
- Nuvisan Innovation Campus Berlin, 13353 Berlin, Germany
| | | | - Niels Lindner
- Research & Development, Pharmaceuticals, Bayer AG, 42096 Wuppertal, Germany
| | - Philip Lienau
- Research & Development, Pharmaceuticals, Bayer AG, 13353 Berlin, Germany
| | - Stefan Gradl
- Research & Development, Pharmaceuticals, Bayer AG, 13353 Berlin, Germany
| | - Hartmut Beck
- Research & Development, Pharmaceuticals, Bayer AG, 42096 Wuppertal, Germany
| | - Peter J Brown
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada
| | | | - Masoud Vedadi
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada.,Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Dalia Barsyte-Lovejoy
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada
| | - Cheryl H Arrowsmith
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario M5G 1L7, Canada
| | | | - Kirstin Petersen
- Research & Development, Pharmaceuticals, Bayer AG, 13353 Berlin, Germany
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13
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Rowlands H, Tschapalda K, Blackett C, Ivanov D, Plant D, Shaw J, Thomas A, Packer M, Arnold L, Holdgate GA. High throughput screening of 0.5 Million compounds against CRAF using Alpha CETSA Ⓡ. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2023; 28:102-110. [PMID: 36736830 DOI: 10.1016/j.slasd.2023.01.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 01/13/2023] [Accepted: 01/27/2023] [Indexed: 02/04/2023]
Abstract
The cellular thermal shift assay (CETSA®) has increasingly been used in early drug discovery to provide a measure of cellular target engagement. Traditionally, CETSA has been employed for bespoke questions with small to medium throughput and has predominantly been applied during hit validation rather than in hit identification. Using a CETSA screen versus the kinase CRAF, we assessed 3 key questions: (1) technical feasibility - could the CETSA methodology technically be applied at truly high throughput scale? (2) relevance - could hits suitable for further optimisation be identified? (3) reliability - would the approach identify known chemical equity. Here, we describe the first large scale AlphaLISA SureFire based CETSA (Alpha CETSA) approach allowing us to screen a large library of almost 0.5 million compounds. We discuss the issues overcome in automating and executing the screen and describe the resulting screen output.
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Affiliation(s)
- Hannah Rowlands
- High-throughput Screening, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK
| | - Kirsten Tschapalda
- High-throughput Screening, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK
| | - Carolyn Blackett
- High-throughput Screening, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK
| | - Delyan Ivanov
- High-throughput Screening, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK
| | - Darren Plant
- High-throughput Screening, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK
| | - Joseph Shaw
- Discovery Biology, Discovery Sciences, R&D, AstraZeneca, Cambridge, UK
| | | | | | | | - Geoffrey A Holdgate
- High-throughput Screening, Discovery Sciences, R&D, AstraZeneca, Alderley Park, UK.
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14
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Ramachandran S, Szewczyk M, Barghout SH, Ciulli A, Barsyte-Lovejoy D, Vu V. HiBiT Cellular Thermal Shift Assay (HiBiT CETSA). Methods Mol Biol 2023; 2706:149-165. [PMID: 37558947 DOI: 10.1007/978-1-0716-3397-7_11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
Abstract
Cellular thermal shift assay (CETSA) is based on the thermal stabilization of the protein target by a compound binding. Thus, CETSA can be used to measure a compound's cellular target engagement and permeability. HiBiT CETSA method is quantitative and has higher throughput compared to the traditional Western-based CETSA. Here, we describe the protocol for a HiBiT CETSA, which utilizes a HiBiT tag derived from the NanoLuciferase (NanoLuc) that upon complementation by LgBiT NanoLuc tag produces a bright signal enabling tracking of the effects of increasing temperature on the stability of a protein-of-interest in the presence/absence of various compounds. Exposure of a HiBiT-tagged protein to increasing temperatures induces protein denaturation and thus decreased LgBiT complementation and NanoLuc signal. As the stability of proteins at higher temperatures can be influenced by the compound binding, this method enables screening for target engagement in living or permeabilized cells.
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Affiliation(s)
- Sarath Ramachandran
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, James Black Centre, Dundee, UK
| | - Magdalena Szewczyk
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
| | - Samir H Barghout
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
- Department of Pharmacology & Toxicology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Alessio Ciulli
- Centre for Targeted Protein Degradation, Division of Biological Chemistry and Drug Discovery, School of Life Sciences, University of Dundee, James Black Centre, Dundee, UK
| | - Dalia Barsyte-Lovejoy
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada
- Department of Pharmacology & Toxicology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Victoria Vu
- Structural Genomics Consortium, University of Toronto, Toronto, ON, Canada.
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15
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Baljinnyam B, Ronzetti M, Simeonov A. Advances in luminescence-based technologies for drug discovery. Expert Opin Drug Discov 2023; 18:25-35. [PMID: 36562206 PMCID: PMC9892298 DOI: 10.1080/17460441.2023.2160441] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Luminescence-based technologies, specifically bioluminescence and chemiluminescence, are powerful tools with extensive use in drug discovery. Production of light during chemiluminescence and bioluminescence, unlike fluorescence, doesn't require an excitation light source, resulting in high signal-to-noise ratio, less background interference, and no issues from phototoxicity and photobleaching. These characteristics of luminescence technologies offer unique advantages for experimental designs, allowing for greater flexibility to target a wide range of proteins and biological processes for drug discovery at different stages. AREAS COVERED This review provides a basic overview of luciferase-based technologies and details recent advances and use cases of luciferase and luciferin variations and their applicability in the drug discovery toolset. The authors expand upon specific applications of luciferase technologies, including chemiluminescent and bioluminescent-based microscopy. Finally, the authors lay out forward-looking statements on the field of luminescence and how it may shape the translational scientists' work moving forward. EXPERT OPINION The demand for improved luciferase and luciferin pairs correlates strongly with efforts to improve the sensitivity and robustness of high-throughput assays. As luminescent reporter systems improve, so will the expansion of use cases for luminescence-based technologies in early-stage drug discovery. With the synthesis of novel, non-enzymatic chemiluminescence-based probes, which previously were restrained to only basic research applications, they may now be readily implemented in drug discovery campaigns.
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Affiliation(s)
- Bolormaa Baljinnyam
- Staff Scientist, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Michael Ronzetti
- Predoctoral IRTA Fellow, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Anton Simeonov
- Group Leader, Scientific Director, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
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16
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Han YN, Lambert LJ, De Backer LJS, Wu J, Cosford NDP, Tautz L. Detection of Cellular Target Engagement for Small-Molecule Modulators of Striatal-Enriched Protein Tyrosine Phosphatase (STEP). Methods Mol Biol 2023; 2706:167-175. [PMID: 37558948 PMCID: PMC10956569 DOI: 10.1007/978-1-0716-3397-7_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
Abstract
Striatal-enriched protein tyrosine phosphatase (STEP) is a brain-specific enzyme that regulates the signaling molecules that control synaptic plasticity and neuronal function. Dysregulation of STEP is linked to the pathophysiology of Alzheimer's disease and other neuropsychiatric disorders. Experimental results from neurological deficit disease models suggest that the modulation of STEP could be beneficial in a number of these disorders. This prompted our work to identify small-molecule modulators of STEP to provide the foundation of a drug discovery program. As a component of our testing funnel to identify small-molecule STEP inhibitors, we have developed a cellular target engagement assay that can identify compounds that interact with STEP46. We provide a comprehensive protocol to enable the use of this miniaturized assay, and we demonstrate its utility to benchmark the binding of newly discovered compounds.
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Affiliation(s)
- Ye Na Han
- NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Lester J Lambert
- NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Laurent J S De Backer
- NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Jiaqian Wu
- NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Nicholas D P Cosford
- NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Lutz Tautz
- NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA.
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17
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Weng H, Huang F, Yu Z, Chen Z, Prince E, Kang Y, Zhou K, Li W, Hu J, Fu C, Aziz T, Li H, Li J, Yang Y, Han L, Zhang S, Ma Y, Sun M, Wu H, Zhang Z, Wunderlich M, Robinson S, Braas D, Hoeve JT, Zhang B, Marcucci G, Mulloy JC, Zhou K, Tao HF, Deng X, Horne D, Wei M, Huang H, Chen J. The m 6A reader IGF2BP2 regulates glutamine metabolism and represents a therapeutic target in acute myeloid leukemia. Cancer Cell 2022; 40:1566-1582.e10. [PMID: 36306790 PMCID: PMC9772162 DOI: 10.1016/j.ccell.2022.10.004] [Citation(s) in RCA: 81] [Impact Index Per Article: 40.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 08/19/2022] [Accepted: 10/05/2022] [Indexed: 02/05/2023]
Abstract
N6-Methyladenosine (m6A) modification and its modulators play critical roles and show promise as therapeutic targets in human cancers, including acute myeloid leukemia (AML). IGF2BP2 was recently reported as an m6A binding protein that enhances mRNA stability and translation. However, its function in AML remains largely elusive. Here we report the oncogenic role and the therapeutic targeting of IGF2BP2 in AML. High expression of IGF2BP2 is observed in AML and associates with unfavorable prognosis. IGF2BP2 promotes AML development and self-renewal of leukemia stem/initiation cells by regulating expression of critical targets (e.g., MYC, GPT2, and SLC1A5) in the glutamine metabolism pathways in an m6A-dependent manner. Inhibiting IGF2BP2 with our recently identified small-molecule compound (CWI1-2) shows promising anti-leukemia effects in vitro and in vivo. Collectively, our results reveal a role of IGF2BP2 and m6A modification in amino acid metabolism and highlight the potential of targeting IGF2BP2 as a promising therapeutic strategy in AML.
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Affiliation(s)
- Hengyou Weng
- The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Laboratory, Guangzhou Medical University, Guangzhou 510005, China
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
- Bioland Laboratory, Guangzhou 51005, China
| | - Feng Huang
- The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Laboratory, Guangzhou Medical University, Guangzhou 510005, China; Bioland Laboratory, Guangzhou 51005, China
| | - Zhaojin Yu
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, Liaoning 110122, China
| | - Zhenhua Chen
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Emily Prince
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Yalin Kang
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Keren Zhou
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Wei Li
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Jiacheng Hu
- Bioland Laboratory, Guangzhou 51005, China; Shantou University Medical College, Shantou 515063, China
| | - Chen Fu
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, Liaoning 110122, China
| | - Tursunjan Aziz
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Hongzhi Li
- Department of Molecular Medicine, Beckman Research Institute of City of Hope, Duarte, CA 91010, USA
| | - Jingwen Li
- Bioland Laboratory, Guangzhou 51005, China
| | - Ying Yang
- The Fifth Affiliated Hospital, State Key Laboratory of Respiratory Diseases, Guangzhou Laboratory, Guangzhou Medical University, Guangzhou 510005, China; Bioland Laboratory, Guangzhou 51005, China
| | - Li Han
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Subo Zhang
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Yuelong Ma
- Department of Molecular Medicine, Beckman Research Institute of City of Hope, Duarte, CA 91010, USA
| | - Mingli Sun
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, Liaoning 110122, China
| | - Huizhe Wu
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, Liaoning 110122, China
| | - Zheng Zhang
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Mark Wunderlich
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Sean Robinson
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Daniel Braas
- UCLA Metabolomics Center, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Johanna Ten Hoeve
- UCLA Metabolomics Center, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Bin Zhang
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Gehr Family Center for Leukemia Research & City of Hope Comprehensive Cancer Center, City of Hope, Duarte, CA 91010, USA
| | - Guido Marcucci
- Department of Hematologic Malignancies Translational Science, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA; Gehr Family Center for Leukemia Research & City of Hope Comprehensive Cancer Center, City of Hope, Duarte, CA 91010, USA
| | - James C Mulloy
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Keda Zhou
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, the University of Hong Kong, Hong Kong SAR, China
| | - Hong-Fang Tao
- Department of Hematology, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, China
| | - Xiaolan Deng
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - David Horne
- Department of Molecular Medicine, Beckman Research Institute of City of Hope, Duarte, CA 91010, USA
| | - Minjie Wei
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, Liaoning 110122, China
| | - Huilin Huang
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
| | - Jianjun Chen
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA 91016, USA
- Gehr Family Center for Leukemia Research & City of Hope Comprehensive Cancer Center, City of Hope, Duarte, CA 91010, USA
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18
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Challis MP, Devine SM, Creek DJ. Current and emerging target identification methods for novel antimalarials. Int J Parasitol Drugs Drug Resist 2022; 20:135-144. [PMID: 36410177 PMCID: PMC9771836 DOI: 10.1016/j.ijpddr.2022.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 11/04/2022] [Accepted: 11/07/2022] [Indexed: 11/13/2022]
Abstract
New antimalarial compounds with novel mechanisms of action are urgently needed to combat the recent rise in antimalarial drug resistance. Phenotypic high-throughput screens have proven to be a successful method for identifying new compounds, however, do not provide mechanistic information about the molecular target(s) responsible for antimalarial action. Current and emerging target identification methods such as in vitro resistance generation, metabolomics screening, chemoproteomic approaches and biophysical assays measuring protein stability across the whole proteome have successfully identified novel drug targets. This review provides an overview of these techniques, comparing their strengths and weaknesses and how they can be utilised for antimalarial target identification.
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Affiliation(s)
- Matthew P. Challis
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria, 3052, Australia
| | - Shane M. Devine
- Medicinal Chemistry, Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria, 3052, Australia
| | - Darren J. Creek
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria, 3052, Australia,Corresponding author. Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria, 3052, Australia.
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19
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Martin MP, Noble MEM. Exiting the tunnel of uncertainty: crystal soak to validated hit. Acta Crystallogr D Struct Biol 2022; 78:1294-1302. [PMID: 36322414 PMCID: PMC9629488 DOI: 10.1107/s2059798322009986] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Accepted: 10/12/2022] [Indexed: 11/28/2022] Open
Abstract
Crystallographic fragment screens provide an efficient and effective way to identify small-molecule ligands of a crystallized protein. Due to their low molecular weight, such hits tend to have low, often unquantifiable, affinity for their target, complicating the twin challenges of validating the hits as authentic solution-phase ligands of the target and identifying the `best' hit(s) for further elaboration. In this article, approaches that address these challenges are assessed. Using retrospective analysis of a recent ATAD2 hit-identification campaign, alongside other examples of successful fragment-screening campaigns, it is suggested that hit validation and prioritization are best achieved by a `triangulation' approach in which the results of multiple available biochemical and biophysical techniques are correlated to develop qualitative structure-activity relationships (SARs). Such qualitative SARs may indeed be the only means by which to navigate a project through the tunnel of uncertainty that prevails before on-scale biophysical, biochemical and/or biological measurements become possible.
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Affiliation(s)
- Mathew P. Martin
- Cancer Research UK Drug Discovery Unit, Newcastle University, Paul O’Gorman Building, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom
| | - Martin E. M. Noble
- Cancer Research UK Drug Discovery Unit, Newcastle University, Paul O’Gorman Building, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom
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20
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Kitamura RA, Maxwell KG, Ye W, Kries K, Brown CM, Augsornworawat P, Hirsch Y, Johansson MM, Weiden T, Ekstein J, Cohen J, Klee J, Leslie K, Simeonov A, Henderson MJ, Millman JR, Urano F. Multidimensional analysis and therapeutic development using patient iPSC-derived disease models of Wolfram syndrome. JCI Insight 2022; 7:156549. [PMID: 36134655 PMCID: PMC9675478 DOI: 10.1172/jci.insight.156549] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 08/10/2022] [Indexed: 11/17/2022] Open
Abstract
Wolfram syndrome is a rare genetic disorder largely caused by pathogenic variants in the WFS1 gene and manifested by diabetes mellitus, optic nerve atrophy, and progressive neurodegeneration. Recent genetic and clinical findings have revealed Wolfram syndrome as a spectrum disorder. Therefore, a genotype-phenotype correlation analysis is needed for diagnosis and therapeutic development. Here, we focus on the WFS1 c.1672C>T, p.R558C variant, which is highly prevalent in the Ashkenazi Jewish population. Clinical investigation indicated that patients carrying the homozygous WFS1 c.1672C>T, p.R558C variant showed mild forms of Wolfram syndrome phenotypes. Expression of WFS1 p.R558C was more stable compared with the other known recessive pathogenic variants associated with Wolfram syndrome. Human induced pluripotent stem cell-derived (iPSC-derived) islets (SC-islets) homozygous for WFS1 c.1672C>T variant recapitulated genotype-related Wolfram syndrome phenotypes. Enhancing residual WFS1 function through a combination treatment of chemical chaperones mitigated detrimental effects caused by the WFS1 c.1672C>T, p.R558C variant and increased insulin secretion in SC-islets. Thus, the WFS1 c.1672C>T, p.R558C variant causes a mild form of Wolfram syndrome phenotypes, which can be remitted with a combination treatment of chemical chaperones. We demonstrate that our patient iPSC-derived disease model provides a valuable platform for further genotype-phenotype analysis and therapeutic development for Wolfram syndrome.
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Affiliation(s)
- Rie Asada Kitamura
- Department of Medicine, Division of Endocrinology, Metabolism, and Lipid Research, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
| | - Kristina G Maxwell
- Department of Medicine, Division of Endocrinology, Metabolism, and Lipid Research, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA.,Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Wenjuan Ye
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, Maryland, USA
| | - Kelly Kries
- Department of Medicine, Division of Endocrinology, Metabolism, and Lipid Research, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
| | - Cris M Brown
- Department of Medicine, Division of Endocrinology, Metabolism, and Lipid Research, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
| | - Punn Augsornworawat
- Department of Medicine, Division of Endocrinology, Metabolism, and Lipid Research, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA.,Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Yoel Hirsch
- Dor Yeshorim, Committee for Prevention of Jewish Genetic Diseases, Brooklyn, New York, USA
| | - Martin M Johansson
- Dor Yeshorim, Committee for Prevention of Jewish Genetic Diseases, Brooklyn, New York, USA
| | - Tzvi Weiden
- Dor Yeshorim, Committee for Prevention of Jewish Genetic Diseases, Jerusalem, Israel
| | - Joseph Ekstein
- Dor Yeshorim, Committee for Prevention of Jewish Genetic Diseases, Brooklyn, New York, USA
| | - Joshua Cohen
- Amylyx Pharmaceuticals Inc., Cambridge, Massachusetts, USA
| | - Justin Klee
- Amylyx Pharmaceuticals Inc., Cambridge, Massachusetts, USA
| | - Kent Leslie
- Amylyx Pharmaceuticals Inc., Cambridge, Massachusetts, USA
| | - Anton Simeonov
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, Maryland, USA
| | - Mark J Henderson
- National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, Maryland, USA
| | - Jeffrey R Millman
- Department of Medicine, Division of Endocrinology, Metabolism, and Lipid Research, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA.,Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Fumihiko Urano
- Department of Medicine, Division of Endocrinology, Metabolism, and Lipid Research, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA.,Department of Pathology and Immunology, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
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21
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Sanchez TW, Ronzetti MH, Owens AE, Antony M, Voss T, Wallgren E, Talley D, Balakrishnan K, Leyes Porello SE, Rai G, Marugan JJ, Michael SG, Baljinnyam B, Southall N, Simeonov A, Henderson MJ. Real-Time Cellular Thermal Shift Assay to Monitor Target Engagement. ACS Chem Biol 2022; 17:2471-2482. [PMID: 36049119 PMCID: PMC9486815 DOI: 10.1021/acschembio.2c00334] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Determining a molecule's mechanism of action is paramount during chemical probe development and drug discovery. The cellular thermal shift assay (CETSA) is a valuable tool to confirm target engagement in cells for a small molecule that demonstrates a pharmacological effect. CETSA directly detects biophysical interactions between ligands and protein targets, which can alter a protein's unfolding and aggregation properties in response to thermal challenge. In traditional CETSA experiments, each temperature requires an individual sample, which restricts throughput and requires substantial optimization. To capture the full aggregation profile of a protein from a single sample, we developed a prototype real-time CETSA (RT-CETSA) platform by coupling a real-time PCR instrument with a CCD camera to detect luminescence. A thermally stable Nanoluciferase variant (ThermLuc) was bioengineered to withstand unfolding at temperatures greater than 90 °C and was compatible with monitoring target engagement events when fused to diverse targets. Utilizing well-characterized inhibitors of lactate dehydrogenase alpha, RT-CETSA showed significant correlation with enzymatic, biophysical, and other cell-based assays. A data analysis pipeline was developed to enhance the sensitivity of RT-CETSA to detect on-target binding. RT-CETSA technology advances capabilities of the CETSA method and facilitates the identification of ligand-target engagement in cells, a critical step in assessing the mechanism of action of a small molecule.
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22
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McArthur N, Cruz-Teran C, Thatavarty A, Reeves GT, Rao BM. Experimental and Analytical Framework for "Mix-and-Read" Assays Based on Split Luciferase. ACS OMEGA 2022; 7:24551-24560. [PMID: 35874239 PMCID: PMC9301641 DOI: 10.1021/acsomega.2c02319] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The use of immunodetection assays including the widely used enzyme-linked immunosorbent assay (ELISA) in applications such as point-of-care detection is often limited by the need for protein immobilization and multiple binding and washing steps. Here, we describe an experimental and analytical framework for the development of simple and modular "mix-and-read" enzymatic complementation assays based on split luciferase that enable sensitive detection and quantification of analytes in solution. In this assay, two engineered protein binders targeting nonoverlapping epitopes on the target analyte were each fused to nonactive fragments of luciferase to create biosensor probes. Binding proteins to two model targets, lysozyme and Sso6904, were isolated from a combinatorial library of Sso7d mutants using yeast surface display. In the presence of the analyte, probes were brought into close proximity, reconstituting enzymatic activity of luciferase and enabling detection of low picomolar concentrations of the analyte by chemiluminescence. Subsequently, we constructed an equilibrium binding model that relates binding affinities of the binding proteins for the target, assay parameters such as the concentrations of probes used, and assay performance (limit of detection and concentration range over which the target can be quantified). Overall, our experimental and analytical framework provides the foundation for the development of split luciferase assays for detection and quantification of various targets.
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Affiliation(s)
- Nikki McArthur
- Department
of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Carlos Cruz-Teran
- Department
of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Apoorva Thatavarty
- Department
of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Gregory T. Reeves
- Department
of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States
- Interdisciplinary
Program in Genetics, Texas A&M University, College Station, Texas 77843, United States
| | - Balaji M. Rao
- Department
of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina 27695, United States
- Golden
LEAF Biomanufacturing Training and Education Center (BTEC), North Carolina State University, Raleigh, North Carolina 27695, United States
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23
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Schäfer L, Mikowsky N, Meinert-Berning C, Steinbüchel A. Unveiling steps of the TDP degradation pathway in Variovorax paradoxus TBEA6. Enzyme Microb Technol 2022; 160:110095. [PMID: 35810625 DOI: 10.1016/j.enzmictec.2022.110095] [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: 05/19/2022] [Revised: 07/01/2022] [Accepted: 07/04/2022] [Indexed: 11/03/2022]
Abstract
Since the role of biobased plastics increases every year, the search for alternatives to petrol-based polymers is very important. Variovorax paradoxus TBEA6 is able to grow with 3,3'-thiodipropionic acid (TDP) as sole source for carbon and energy. TDP can be used as a precursor substrate for the synthesis of polythioesters (PTE). To increase the feasibility of PTE synthesis, a good understanding of the degradation pathway of TDP in V. paradoxus TBEA6 is essential. Therefore, two putative 3-hydroxyisobutyryl-CoA hydrolases (VPARA_03110 & VPARA_05510) and two putative 3-hydroxypropionate dehydrogenases (VPARA_41140 & VPARA_54550) were investigated in this study. The deletion mutant V. paradoxus ∆VPARA_05510 showed a TDP-negative phenotype during growth experiments. The ability to grow with TDP as sole carbon source was successfully restored by complementation. Supernatant analysis revealed that the deletion mutant did not metabolize TDP or 3MP anymore. A specific enzyme activity up to 0.032 U/mg for the purified 3-hydroxyisobutyryl-CoA hydrolase VPARA_05510 was determined. A shift in the proteins (VPARA_54550) melting temperature of 6 °C with 2000 µM 3HP in comparison to protein without ligand was observed during thermal shift assays with the putative 3-hydroxypropionate dehydrogenase.
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Affiliation(s)
- Lukas Schäfer
- Institut für Molekulare Mikrobiologie und Biotechnologie, Westfälische Wilhelms-Universität Münster, 48149 Münster, Germany
| | - Nadine Mikowsky
- Institut für Molekulare Mikrobiologie und Biotechnologie, Westfälische Wilhelms-Universität Münster, 48149 Münster, Germany
| | - Christina Meinert-Berning
- Institut für Molekulare Mikrobiologie und Biotechnologie, Westfälische Wilhelms-Universität Münster, 48149 Münster, Germany
| | - Alexander Steinbüchel
- Institut für Molekulare Mikrobiologie und Biotechnologie, Westfälische Wilhelms-Universität Münster, 48149 Münster, Germany; Environmental Sciences Department, King Abdulaziz University, Jeddah, Saudi Arabia.
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24
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Karvonen H, Raivola J, Ungureanu D. Cellular thermal shift assay (CETSA) for determining the drug binding affinity using Ba/F3 clones stably expressing receptor pseudokinases. Methods Enzymol 2022; 667:339-363. [PMID: 35525546 DOI: 10.1016/bs.mie.2022.03.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The majority of drug screening approaches are performed using recombinant proteins, however, drug binding to its target(s) in cells should be also assessed, especially for drugs aimed at modulating intracellular signaling pathways. As a result, the development of a cellular thermal shift assay (CETSA) has become an important tool for determining the binding affinity of drugs to their intracellular targets. Cell lines, such as Ba/F3, are an excellent model system to stably express and study a target protein when this protein is not endogenously expressed or only present at low levels. Together with CETSA, Ba/F3 clones allow study of the transforming properties of the protein in question, its downstream intracellular signaling activation pathways, as well as its drug binding kinetics. This chapter describes in detail the establishment of Ba/F3 clones stably expressing receptor pseudokinases, such as receptor tyrosine kinase-like orphan receptors (ROR1, ROR2) and protein tyrosine kinase 7 (PTK7), and the use thereof to evaluate binding of small molecule inhibitors to their intracellular (pseudo)kinase domain by CETSA.
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Affiliation(s)
- Hanna Karvonen
- Cancer Signaling, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Juuli Raivola
- Applied Tumor Genomics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Daniela Ungureanu
- Cancer Signaling, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Applied Tumor Genomics, Faculty of Medicine, University of Helsinki, Helsinki, Finland; Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland.
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25
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Vu V, Szewczyk MM, Nie DY, Arrowsmith CH, Barsyte-Lovejoy D. Validating Small Molecule Chemical Probes for Biological Discovery. Annu Rev Biochem 2022; 91:61-87. [PMID: 35363509 DOI: 10.1146/annurev-biochem-032620-105344] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Small molecule chemical probes are valuable tools for interrogating protein biological functions and relevance as a therapeutic target. Rigorous validation of chemical probe parameters such as cellular potency and selectivity is critical to unequivocally linking biological and phenotypic data resulting from treatment with a chemical probe to the function of a specific target protein. A variety of modern technologies are available to evaluate cellular potency and selectivity, target engagement, and functional response biomarkers of chemical probe compounds. Here, we review these technologies and the rationales behind using them for the characterization and validation of chemical probes. In addition, large-scale phenotypic characterization of chemical probes through chemical genetic screening is increasingly leading to a wealth of information on the cellular pharmacology and disease involvement of potential therapeutic targets. Extensive compound validation approaches and integration of phenotypic information will lay foundations for further use of chemical probes in biological discovery. Expected final online publication date for the Annual Review of Biochemistry, Volume 91 is June 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
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Affiliation(s)
- Victoria Vu
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario, Canada; .,Princess Margaret Cancer Centre and Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Magdalena M Szewczyk
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario, Canada;
| | - David Y Nie
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario, Canada; .,Princess Margaret Cancer Centre and Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Cheryl H Arrowsmith
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario, Canada; .,Princess Margaret Cancer Centre and Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Dalia Barsyte-Lovejoy
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario, Canada; .,Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada
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26
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Owens AE, Iannotti MJ, Sanchez TW, Voss T, Kapoor A, Hall MD, Marugan JJ, Michael S, Southall N, Henderson MJ. High-Throughput Cellular Thermal Shift Assay Using Acoustic Transfer of Protein Lysates. ACS Chem Biol 2022; 17:322-330. [PMID: 35119255 PMCID: PMC10026039 DOI: 10.1021/acschembio.1c00760] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Cellular thermal shift assay (CETSA) is a valuable method to confirm target engagement within a complex cellular environment, by detecting changes in a protein's thermal stability upon ligand binding. The classical CETSA method measures changes in the thermal stability of endogenous proteins using immunoblotting, which is low-throughput and laborious. Reverse-phase protein arrays (RPPAs) have been demonstrated as a detection modality for CETSA; however, the reported procedure requires manual processing steps that limit throughput and preclude screening applications. We developed a high-throughput CETSA using an acoustic RPPA (HT-CETSA-aRPPA) protocol that is compatible with 96- and 384-well microplates from start-to-finish, using low speed centrifugation to remove thermally destabilized proteins. The utility of HT-CETSA-aRPPA for guiding structure-activity relationship studies was demonstrated for inhibitors of lactate dehydrogenase A. Additionally, a collection of kinase inhibitors was screened to identify compounds that engage MEK1, a clinically relevant kinase target.
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Affiliation(s)
- Ashley E. Owens
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, USA
| | - Michael J. Iannotti
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, USA
| | - Tino W. Sanchez
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, USA
| | - Ty Voss
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, USA
| | - Abhijeet Kapoor
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, USA
| | - Matthew D. Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, USA
| | - Juan J. Marugan
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, USA
| | - Sam Michael
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, USA
| | - Noel Southall
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, USA
| | - Mark J. Henderson
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, USA
- Corresponding Author: Mark Henderson;
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27
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Chen H, Hong YH, Woo BY, Hong YD, Manilack P, Souladeth P, Jung JH, Lee WS, Jeon MJ, Kim T, Hossain MA, Yum J, Kim JH, Cho JY. Cocculus hirsutus ameliorates gastric and lung injuries by suppressing Src/Syk. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2021; 93:153778. [PMID: 34628239 DOI: 10.1016/j.phymed.2021.153778] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 09/19/2021] [Accepted: 09/25/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Cocculus hirsutus (L.) W. Thedo., a traditionally well-known plant, has confirmed antitumor properties as well as acute and chronic diuretic effects. However, little is known about its inflammatory activities and the potential effect on inflammatory disease treatment. PURPOSE Our aim in this study was to explore additional beneficial properties of C. hirsutus ethanol extract (Ch-EE) such as anti-inflammatory activity in vitro and in vivo as well as its underlying mechanisms and to provide a theoretical basis for its role as a candidate natural drug in clinical gastritis and lung disease therapy. STUDY DESIGN RAW264.7 cells, HEK293T cells, peritoneal macrophages, and mouse models of acute gastritis and acute lung injury were used to assess the anti-inflammatory activity of Ch-EE. METHODS Decreases in LPS-induced nitric oxide (NO) production and cytokine expression by RAW264.7 cells after Ch-EE treatment were evaluated by Griess assays and PCR, respectively. Transcription factor activity was assessed through luciferase reporter gene assay, and protein expression was determined by Western blotting analysis. Overexpression assays and cellular thermal shift assays were executed in HEK293T cells. Our two in vivo models were an HCl/EtOH-induced gastritis model and an LPS-induced lung injury model. Changes in stomach lesions, lung edema, and lung histology were examined upon treatment with Ch-EE. Components of Ch-EE were determined by liquid chromatography-mass spectrometry. RESULTS LPS-induced nitric oxide production and Pam3CSK4- and L-NAME-induced NO production were inhibited by Ch-EE treatment of RAW264.7 cells. Furthermore, LPS-induced increases in transcript levels of iNOS, COX2, CCL12, and IL-1β were reduced by Ch-EE treatment. Ch-EE decreased both MyD88- and TRIF-induced NF-κB promotor activity. Proteins upstream of NF-κB, namely p-p50, p-p65, p-IκBα, p-AKT1, p-Src, and p-Syk, were all downregulated by Ch-EE. Moreover, Src and Syk were targets of Ch-EE. Ch-EE treatment reduced the size of inflammatory stomach lesions induced by HCl/EtOH, lung edema, and accumulation of activated neutrophils caused by LPS. CONCLUSIONS These results strongly suggest that Cocculus hirsutus can be developed as a promising anti-inflammatory remedy with Src- and Syk-inhibitory functions targeting diseases related to gastritis and lung injury.
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Affiliation(s)
- Hongxi Chen
- Department of Integrative Biotechnology, Sungkyunkwan University, Suwon 16419, Republic of Korea.
| | - Yo Han Hong
- Department of Integrative Biotechnology, Sungkyunkwan University, Suwon 16419, Republic of Korea.
| | | | - Yong Deog Hong
- AmorePacific R&D Center, Yongin, 17074, Republic of Korea.
| | - Philaxay Manilack
- Department of Forestry, Ministry of Agriculture and Forestry, Vientiane, P.O. Box: 811, The Lao People's Democratic Republic.
| | - Phetlasy Souladeth
- Department of Forest Management, Faculty of Forest Science, National University of Laos, Vientiane, P.O. Box: 7322, The Lao People's Democratic Republic.
| | - Ji Hwa Jung
- Department of Forest Sciences, College of Agriculture and Life Science, Seoul National University, Seoul 08826, Republic of Korea.
| | - Woo Shin Lee
- Department of Forest Sciences, College of Agriculture and Life Science, Seoul National University, Seoul 08826, Republic of Korea.
| | - Mi Jeong Jeon
- Animal Resources Division, National Institute of Biological Resources, Incheon 22689, Republic of Korea.
| | - Taewoo Kim
- Animal Resources Division, National Institute of Biological Resources, Incheon 22689, Republic of Korea.
| | - Mohammad Amjad Hossain
- Department of Veterinary Physiology, College of Medicine, Chonbuk National University, Iksan 54596, Republic of Korea.
| | - Jinwhoa Yum
- Animal Resources Division, National Institute of Biological Resources, Incheon 22689, Republic of Korea.
| | - Jong-Hoon Kim
- Department of Veterinary Physiology, College of Medicine, Chonbuk National University, Iksan 54596, Republic of Korea.
| | - Jae Youl Cho
- Department of Integrative Biotechnology, Sungkyunkwan University, Suwon 16419, Republic of Korea.
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28
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Hu XL, Shen W, Wang R, Long H, Wang Q, Feng JH, Pham TA, Xiong F, Ye WC, Wang H. Discovery of Eucalyptin C, derived from the fruits of Eucalyptus globulus Labill., as a novel selective PI3Kγ inhibitor for immunosuppressive treatment. Chin J Nat Med 2021; 19:844-855. [PMID: 34844723 DOI: 10.1016/s1875-5364(21)60111-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Indexed: 11/25/2022]
Abstract
The fruits of Eucalyptus globulus Labill. are known to have a plenty of medicinal properties, such as anti-tumor, anti-inflammatory, and immunosuppressive activity. Our previous study found that the phloroglucinol-sesquiterpene adducts in the fruits of E. globulus were immunosuppressive active constituents, especially Eucalyptin C (EuC). Phosphoinositide 3-kinases-γ (PI3Kγ) plays a pivotal role in T cell mediated excessive immune responses. In this study, EuC was first discovered to be a novel selective PI3Kγ inhibitor with an IC50 value of 0.9 μmol·L-1 and selectivity over 40-fold towards the other PI3K isoforms. Molecular docking, molecular dynamics simulation, and cellular thermal shift assay showed that EuC bound to PI3Kγ. Furthermore, EuC suppressed the downstream of PI3Kγ to induce the apoptosis and inhibit the activation of primary spleen cells derived from allergic contact dermatitis mice. This work highlights the role of the fruits of E. globulus as a source of bioactive plant with immunosuppressive activity.
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Affiliation(s)
- Xiao-Long Hu
- State Key Laboratory of Natural Medicines, School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Wei Shen
- State Key Laboratory of Natural Medicines, School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Rong Wang
- State Key Laboratory of Natural Medicines, School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Huan Long
- State Key Laboratory of Natural Medicines, School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Quan Wang
- State Key Laboratory of Natural Medicines, School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Jia-Hao Feng
- State Key Laboratory of Natural Medicines, School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Thi-Anh Pham
- State Key Laboratory of Natural Medicines, School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Fei Xiong
- State Key Laboratory of Bioelectronics, Jiangsu Laboratory for Biomaterials and Devices, Southeast University, Nanjing 210009, China
| | - Wen-Cai Ye
- Institute of Traditional Chinese Medicine and Natural Products, Jinan University, Guangzhou 510632, China
| | - Hao Wang
- State Key Laboratory of Natural Medicines, School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
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29
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Osman S, Bendtsen C, Peel S, Yrlid L, Muthas D, Simpson J, Willison KR, Klug DR. Evaluation of FOXO1 Target Engagement Using a Single-Cell Microfluidic Platform. Anal Chem 2021; 93:14659-14666. [PMID: 34694778 DOI: 10.1021/acs.analchem.1c02808] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The cellular thermal shift assay (CETSA) has been used extensively since its introduction to study drug-target engagement within both live cells and cellular lysate. This has proven to be a useful tool in early stage drug discovery and is used to study a wide range of protein classes. We describe the application of a single-cell CETSA workflow within a microfluidic affinity capture (MAC) chip. This has enabled us to quantitatively determine the active FOXO1 single-molecule count and observe FOXO1 stabilization and destabilization in the presence of three small molecule inhibitors, including demonstrating the determination of EC50. The successful use of the MAC chip for single-cell CETSA paves the way for the study of precious clinical samples owing to the low number of cells needed by the chip. It also provides a useful tool for studying any underlying population heterogeneity that exists within a cellular system, a feature that is usually masked when conducting ensemble measurements.
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Affiliation(s)
- Suhuur Osman
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, 80 Wood Lane, London, W12 0BZ, United Kingdom
| | - Claus Bendtsen
- Discovery Sciences, R&D, AstraZeneca, 310 Milton Road, Cambridge, CB4 0WG, United Kingdom
| | - Samantha Peel
- Discovery Sciences, R&D, AstraZeneca, 310 Milton Road, Cambridge, CB4 0WG, United Kingdom
| | - Linda Yrlid
- Early Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca, Pepparedsleden 1, 43150 Gothenburg, Sweden
| | - Daniel Muthas
- Early Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca, Pepparedsleden 1, 43150 Gothenburg, Sweden
| | - John Simpson
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, 80 Wood Lane, London, W12 0BZ, United Kingdom
| | - Keith R Willison
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, 80 Wood Lane, London, W12 0BZ, United Kingdom
| | - David R Klug
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, 80 Wood Lane, London, W12 0BZ, United Kingdom
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30
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Larson HG, Zakharov AV, Sarkar S, Yang SM, Rai G, Larner JM, Simeonov A, Martinez NJ. A Genome-Edited ERα-HiBiT Fusion Reporter Cell Line for the Identification of ERα Modulators Via High-Throughput Screening and CETSA. Assay Drug Dev Technol 2021; 19:539-549. [PMID: 34662221 DOI: 10.1089/adt.2021.059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
The estrogen receptor α (ERα) is a target of intense pharmacological intervention and toxicological biomonitoring. Current methods to directly quantify cellular levels of ERα involve antibody-based assays, which are labor-intensive and of limited throughput. In this study, we generated a post-translational reporter cell line, referred to as MCF7-ERα-HiBiT, by fusing a small pro-luminescent nanoluciferase (NLuc) tag (HiBiT) to the C-terminus of endogenous ERα in MCF7 cells. The tag allows the luminescent detection and quantification of endogenous ERα protein by addition of the complementary NLuc enzyme fragment. This MCF7-ERα-HiBiT cell line was optimized for quantitative high-throughput screening (qHTS) to identify compounds that reduce ERα levels. In addition, the same cell line was optimized for a qHTS cellular thermal shift assay to identify compounds that bind and thermally stabilize ERα. Here, we interrogated the MCF7-ERα-HiBiT assay against the NCATS Pharmacological Collection (NPC) of 2,678 approved drugs and identified compounds that potently reduce and thermally stabilize ERα. Our novel post-translational reporter cell line provides a unique opportunity for profiling large pharmacological and toxicological compound libraries for their effect on ERα levels as well as for assessing direct compound binding to the receptor, thus facilitating mechanistic studies by which compounds exert their biological effects on ERα.
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Affiliation(s)
- Hunter G Larson
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - Alexey V Zakharov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - Sukumar Sarkar
- Department of Radiation Oncology, University of Virginia School of Medicine, Charlottesville, Virginia, USA
| | - Shyh-Ming Yang
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - Ganesha Rai
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - James M Larner
- Department of Radiation Oncology, University of Virginia School of Medicine, Charlottesville, Virginia, USA
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - Natalia J Martinez
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
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31
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Deprez B, Bosc D, Charton J, Couturier C, Deprez-Poulain R, Flipo M, Leroux F, Villemagne B, Willand N. Molecular Design in Practice: A Review of Selected Projects in a French Research Institute That Illustrates the Link between Chemical Biology and Medicinal Chemistry. Molecules 2021; 26:6083. [PMID: 34641626 PMCID: PMC8512331 DOI: 10.3390/molecules26196083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 09/19/2021] [Accepted: 10/05/2021] [Indexed: 11/16/2022] Open
Abstract
Chemical biology and drug discovery are two scientific activities that pursue different goals but complement each other. The former is an interventional science that aims at understanding living systems through the modulation of its molecular components with compounds designed for this purpose. The latter is the art of designing drug candidates, i.e., molecules that act on selected molecular components of human beings and display, as a candidate treatment, the best reachable risk benefit ratio. In chemical biology, the compound is the means to understand biology, whereas in drug discovery, the compound is the goal. The toolbox they share includes biological and chemical analytic technologies, cell and whole-body imaging, and exploring the chemical space through state-of-the-art design and synthesis tools. In this article, we examine several tools shared by drug discovery and chemical biology through selected examples taken from research projects conducted in our institute in the last decade. These examples illustrate the design of chemical probes and tools to identify and validate new targets, to quantify target engagement in vitro and in vivo, to discover hits and to optimize pharmacokinetic properties with the control of compound concentration both spatially and temporally in the various biophases of a biological system.
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Affiliation(s)
- Benoit Deprez
- Univ. Lille, Inserm, Institut Pasteur Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France; (D.B.); (J.C.); (C.C.); (R.D.-P.); (M.F.); (F.L.); (B.V.)
- Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41-UMS 2014-PLBS, F-59000 Lille, France
| | - Damien Bosc
- Univ. Lille, Inserm, Institut Pasteur Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France; (D.B.); (J.C.); (C.C.); (R.D.-P.); (M.F.); (F.L.); (B.V.)
| | - Julie Charton
- Univ. Lille, Inserm, Institut Pasteur Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France; (D.B.); (J.C.); (C.C.); (R.D.-P.); (M.F.); (F.L.); (B.V.)
| | - Cyril Couturier
- Univ. Lille, Inserm, Institut Pasteur Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France; (D.B.); (J.C.); (C.C.); (R.D.-P.); (M.F.); (F.L.); (B.V.)
- Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41-UMS 2014-PLBS, F-59000 Lille, France
| | - Rebecca Deprez-Poulain
- Univ. Lille, Inserm, Institut Pasteur Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France; (D.B.); (J.C.); (C.C.); (R.D.-P.); (M.F.); (F.L.); (B.V.)
| | - Marion Flipo
- Univ. Lille, Inserm, Institut Pasteur Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France; (D.B.); (J.C.); (C.C.); (R.D.-P.); (M.F.); (F.L.); (B.V.)
| | - Florence Leroux
- Univ. Lille, Inserm, Institut Pasteur Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France; (D.B.); (J.C.); (C.C.); (R.D.-P.); (M.F.); (F.L.); (B.V.)
- Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41-UMS 2014-PLBS, F-59000 Lille, France
| | - Baptiste Villemagne
- Univ. Lille, Inserm, Institut Pasteur Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France; (D.B.); (J.C.); (C.C.); (R.D.-P.); (M.F.); (F.L.); (B.V.)
| | - Nicolas Willand
- Univ. Lille, Inserm, Institut Pasteur Lille, U1177-Drugs and Molecules for Living Systems, F-59000 Lille, France; (D.B.); (J.C.); (C.C.); (R.D.-P.); (M.F.); (F.L.); (B.V.)
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32
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Serafim RAM, Elkins JM, Zuercher WJ, Laufer SA, Gehringer M. Chemical Probes for Understudied Kinases: Challenges and Opportunities. J Med Chem 2021; 65:1132-1170. [PMID: 34477374 DOI: 10.1021/acs.jmedchem.1c00980] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Over 20 years after the approval of the first-in-class protein kinase inhibitor imatinib, the biological function of a significant fraction of the human kinome remains poorly understood while most research continues to be focused on few well-validated targets. Given the strong genetic evidence for involvement of many kinases in health and disease, the understudied fraction of the kinome holds a large and unexplored potential for future therapies. Specific chemical probes are indispensable tools to interrogate biology enabling proper preclinical validation of novel kinase targets. In this Perspective, we highlight recent case studies illustrating the development of high-quality chemical probes for less-studied kinases and their application in target validation. We spotlight emerging techniques and approaches employed in the generation of chemical probes for protein kinases and beyond and discuss the associated challenges and opportunities.
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Affiliation(s)
- Ricardo A M Serafim
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
| | - Jonathan M Elkins
- Centre for Medicines Discovery, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford OX3 7DQ, United Kingdom
| | - William J Zuercher
- Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Stefan A Laufer
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany.,Cluster of Excellence iFIT (EXC 2180) "Image-Guided & Functionally Instructed Tumor Therapies", University of Tübingen, 72076 Tübingen, Germany.,Tübingen Center for Academic Drug Discovery, Auf der Morgenstelle 8, 72076 Tübingen, Germany
| | - Matthias Gehringer
- Department of Pharmaceutical/Medicinal Chemistry, Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany.,Cluster of Excellence iFIT (EXC 2180) "Image-Guided & Functionally Instructed Tumor Therapies", University of Tübingen, 72076 Tübingen, Germany
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33
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Mortison JD, Cornella-Taracido I, Venkatchalam G, Partridge AW, Siriwardana N, Bushell SM. Rapid Evaluation of Small Molecule Cellular Target Engagement with a Luminescent Thermal Shift Assay. ACS Med Chem Lett 2021; 12:1288-1294. [PMID: 34413958 DOI: 10.1021/acsmedchemlett.1c00276] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 07/07/2021] [Indexed: 12/13/2022] Open
Abstract
Determination of target engagement for candidate drug molecules in the native cellular environment is a significant challenge for drug discovery programs. The cellular thermal shift assay (CETSA) has emerged as a powerful tool for determining compound target engagement through measurement of changes to a protein's thermal stability upon ligand binding. Here, we present a HiBiT thermal shift assay (BiTSA) that deploys a quantitative peptide tag for determination of compound target engagement in the native cellular environment using a high throughput, plate-based luminescence readout. We demonstrate that BiTSA can rapidly assess cellular target engagement of small molecule ligands against their cognate targets and highlight two applications of BiTSA for differentiating small molecules targeting mutant KRAS and TP53.
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Affiliation(s)
| | | | | | | | | | - Simon M. Bushell
- Chemical Biology, Merck & Co., Inc., Boston, Massachusetts 02115, United States
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34
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Dvorak V, Wiedmer T, Ingles-Prieto A, Altermatt P, Batoulis H, Bärenz F, Bender E, Digles D, Dürrenberger F, Heitman LH, IJzerman AP, Kell DB, Kickinger S, Körzö D, Leippe P, Licher T, Manolova V, Rizzetto R, Sassone F, Scarabottolo L, Schlessinger A, Schneider V, Sijben HJ, Steck AL, Sundström H, Tremolada S, Wilhelm M, Wright Muelas M, Zindel D, Steppan CM, Superti-Furga G. An Overview of Cell-Based Assay Platforms for the Solute Carrier Family of Transporters. Front Pharmacol 2021; 12:722889. [PMID: 34447313 PMCID: PMC8383457 DOI: 10.3389/fphar.2021.722889] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 07/19/2021] [Indexed: 12/12/2022] Open
Abstract
The solute carrier (SLC) superfamily represents the biggest family of transporters with important roles in health and disease. Despite being attractive and druggable targets, the majority of SLCs remains understudied. One major hurdle in research on SLCs is the lack of tools, such as cell-based assays to investigate their biological role and for drug discovery. Another challenge is the disperse and anecdotal information on assay strategies that are suitable for SLCs. This review provides a comprehensive overview of state-of-the-art cellular assay technologies for SLC research and discusses relevant SLC characteristics enabling the choice of an optimal assay technology. The Innovative Medicines Initiative consortium RESOLUTE intends to accelerate research on SLCs by providing the scientific community with high-quality reagents, assay technologies and data sets, and to ultimately unlock SLCs for drug discovery.
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Affiliation(s)
- Vojtech Dvorak
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Tabea Wiedmer
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Alvaro Ingles-Prieto
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | | | - Helena Batoulis
- Drug Discovery Sciences–Lead Discovery, Bayer Pharmaceuticals, Wuppertal, Germany
| | - Felix Bärenz
- Sanofi-Aventis Deutschland GmbH, Frankfurt am Main, Germany
| | - Eckhard Bender
- Drug Discovery Sciences–Lead Discovery, Bayer Pharmaceuticals, Wuppertal, Germany
| | - Daniela Digles
- Department of Pharmaceutical Sciences, University of Vienna, Vienna, Austria
| | | | - Laura H. Heitman
- Division of Drug Discovery and Safety, LACDR, Leiden University, Leiden, Netherlands
| | - Adriaan P. IJzerman
- Division of Drug Discovery and Safety, LACDR, Leiden University, Leiden, Netherlands
| | - Douglas B. Kell
- Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
- Novo Nordisk Foundation Centre for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Stefanie Kickinger
- Department of Pharmaceutical Sciences, University of Vienna, Vienna, Austria
| | - Daniel Körzö
- Department of Pharmaceutical Sciences, University of Vienna, Vienna, Austria
| | - Philipp Leippe
- Department of Chemical Biology, Max Planck Institute for Medical Research, Heidelberg, Germany
| | - Thomas Licher
- Sanofi-Aventis Deutschland GmbH, Frankfurt am Main, Germany
| | | | | | | | | | - Avner Schlessinger
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Vanessa Schneider
- Department of Pharmaceutical Sciences, University of Vienna, Vienna, Austria
| | - Hubert J. Sijben
- Division of Drug Discovery and Safety, LACDR, Leiden University, Leiden, Netherlands
| | | | | | | | | | - Marina Wright Muelas
- Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Diana Zindel
- Drug Discovery Sciences–Lead Discovery, Bayer Pharmaceuticals, Wuppertal, Germany
| | - Claire M. Steppan
- Pfizer Worldwide Research, Development and Medical, Groton, MA, United States
| | - Giulio Superti-Furga
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
- Center for Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
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35
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Davies SP, Mycroft-West CJ, Pagani I, Hill HJ, Chen YH, Karlsson R, Bagdonaite I, Guimond SE, Stamataki Z, De Lima MA, Turnbull JE, Yang Z, Vicenzi E, Skidmore MA, Khanim FL, Richardson A. The Hyperlipidaemic Drug Fenofibrate Significantly Reduces Infection by SARS-CoV-2 in Cell Culture Models. Front Pharmacol 2021; 12:660490. [PMID: 34421587 PMCID: PMC8377159 DOI: 10.3389/fphar.2021.660490] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 06/28/2021] [Indexed: 12/15/2022] Open
Abstract
The severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) pandemic has caused a significant number of fatalities and worldwide disruption. To identify drugs to repurpose to treat SARS-CoV-2 infections, we established a screen to measure the dimerization of angiotensin-converting enzyme 2 (ACE2), the primary receptor for the virus. This screen identified fenofibric acid, the active metabolite of fenofibrate. Fenofibric acid also destabilized the receptor-binding domain (RBD) of the viral spike protein and inhibited RBD binding to ACE2 in enzyme-linked immunosorbent assay (ELISA) and whole cell-binding assays. Fenofibrate and fenofibric acid were tested by two independent laboratories measuring infection of cultured Vero cells using two different SARS-CoV-2 isolates. In both settings at drug concentrations, which are clinically achievable, fenofibrate and fenofibric acid reduced viral infection by up to 70%. Together with its extensive history of clinical use and its relatively good safety profile, this study identifies fenofibrate as a potential therapeutic agent requiring an urgent clinical evaluation to treat SARS-CoV-2 infection.
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Affiliation(s)
- Scott P Davies
- Institute for Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Courtney J Mycroft-West
- Molecular and Structural Bioscience, School of Life Sciences, Keele University, Staffordshire, United Kingdom
| | - Isabel Pagani
- Viral Pathogenesis and Biosafety Unit, San Raffaele Scientific Institute Via Olgettina, Milano, Italy
| | - Harriet J Hill
- Institute for Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Yen-Hsi Chen
- Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Richard Karlsson
- Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Ieva Bagdonaite
- Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Scott E Guimond
- Molecular and Structural Bioscience, School of Life Sciences, Keele University, Staffordshire, United Kingdom
| | - Zania Stamataki
- Institute for Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Marcelo Andrade De Lima
- Molecular and Structural Bioscience, School of Life Sciences, Keele University, Staffordshire, United Kingdom
| | - Jeremy E Turnbull
- Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Zhang Yang
- Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Elisa Vicenzi
- Viral Pathogenesis and Biosafety Unit, San Raffaele Scientific Institute Via Olgettina, Milano, Italy
| | - Mark A Skidmore
- Molecular and Structural Bioscience, School of Life Sciences, Keele University, Staffordshire, United Kingdom
| | - Farhat L Khanim
- School of Biomedical Sciences, Institute for Clinical Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Alan Richardson
- School of Pharmacy and Bioengineering, Keele University, Staffordshire, United Kingdom
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36
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Born JR, Chenniappan VK, Davis DP, Dahlin JL, Marugan JJ, Patnaik S. The Impact of Assay Design on Medicinal Chemistry: Case Studies. SLAS DISCOVERY 2021; 26:1243-1255. [PMID: 34225522 DOI: 10.1177/24725552211026238] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
GRAPHICAL ABSTRACT
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Affiliation(s)
- Joshua R Born
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Vinoth Kumar Chenniappan
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Danielle P Davis
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Jayme L Dahlin
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Juan J Marugan
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Samarjit Patnaik
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
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37
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Rohde JM, Karavadhi S, Pragani R, Liu L, Fang Y, Zhang W, McIver A, Zheng H, Liu Q, Davis MI, Urban DJ, Lee TD, Cheff DM, Hollingshead M, Henderson MJ, Martinez NJ, Brimacombe KR, Yasgar A, Zhao W, Klumpp-Thomas C, Michael S, Covey J, Moore WJ, Stott GM, Li Z, Simeonov A, Jadhav A, Frye S, Hall MD, Shen M, Wang X, Patnaik S, Boxer MB. Discovery and Optimization of 2 H-1λ 2-Pyridin-2-one Inhibitors of Mutant Isocitrate Dehydrogenase 1 for the Treatment of Cancer. J Med Chem 2021; 64:4913-4946. [PMID: 33822623 PMCID: PMC8968748 DOI: 10.1021/acs.jmedchem.1c00019] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Neomorphic mutations in isocitrate dehydrogenase 1 (IDH1) are oncogenic for a number of malignancies, primarily low-grade gliomas and acute myeloid leukemia. We report a medicinal chemistry campaign around a 7,7-dimethyl-7,8-dihydro-2H-1λ2-quinoline-2,5(6H)-dione screening hit against the R132H and R132C mutant forms of isocitrate dehydrogenase (IDH1). Systematic SAR efforts produced a series of potent pyrid-2-one mIDH1 inhibitors, including the atropisomer (+)-119 (NCATS-SM5637, NSC 791985). In an engineered mIDH1-U87-xenograft mouse model, after a single oral dose of 30 mg/kg, 16 h post dose, between 16 and 48 h, (+)-119 showed higher tumoral concentrations that corresponded to lower 2-HG concentrations, when compared with the approved drug AG-120 (ivosidenib).
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Affiliation(s)
- Jason M. Rohde
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
- Current address: Walter Reed Army Institute of Research, 503 Robert Grant Avenue, Silver Spring, MD 20910
| | - Surendra Karavadhi
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Rajan Pragani
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Li Liu
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Yuhong Fang
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Weihe Zhang
- Center for Integrative Chemical Biology and Drug Discovery, Division for Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Andrew McIver
- Center for Integrative Chemical Biology and Drug Discovery, Division for Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Hongchao Zheng
- Center for Integrative Chemical Biology and Drug Discovery, Division for Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Qingyang Liu
- Center for Integrative Chemical Biology and Drug Discovery, Division for Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Mindy I. Davis
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Daniel J. Urban
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Tobie D. Lee
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Dorian M. Cheff
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Melinda Hollingshead
- Biological Testing Branch, Developmental therapeutics Program, National Cancer Institute, Frederick, MD 21702
| | - Mark J. Henderson
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Natalia J. Martinez
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Kyle R. Brimacombe
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Adam Yasgar
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Wei Zhao
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Carleen Klumpp-Thomas
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Sam Michael
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Joseph Covey
- Developmental Therapeutics Program Division of Cancer Treatment and Diagnosis, National Cancer Institute, Rockville, MD 20850
| | - William J. Moore
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, 21702
| | - Gordon M. Stott
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, 21702
| | - Zhuyin Li
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Ajit Jadhav
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Stephen Frye
- Center for Integrative Chemical Biology and Drug Discovery, Division for Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Matthew D. Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Min Shen
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Xiaodong Wang
- Center for Integrative Chemical Biology and Drug Discovery, Division for Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514
| | - Samarjit Patnaik
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
| | - Matthew B. Boxer
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, MD, 20850, USA
- Current address: Veralox Therapeutics Inc., 4539 Metropolitan Ct., Frederick, MD 21704
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Lang Y, Shah NR, Tao X, Reeve SM, Zhou J, Moya B, Sayed ARM, Dharuman S, Oyer JL, Copik AJ, Fleischer BA, Shin E, Werkman C, Basso KB, Lucas DD, Sutaria DS, Mégroz M, Kim TH, Loudon-Hossler V, Wright A, Jimenez-Nieves RH, Wallace MJ, Cadet KC, Jiao Y, Boyce JD, LoVullo ED, Schweizer HP, Bonomo RA, Bharatham N, Tsuji BT, Landersdorfer CB, Norris MH, Shin BS, Louie A, Balasubramanian V, Lee RE, Drusano GL, Bulitta JB. Combating Multidrug-Resistant Bacteria by Integrating a Novel Target Site Penetration and Receptor Binding Assay Platform Into Translational Modeling. Clin Pharmacol Ther 2021; 109:1000-1020. [PMID: 33576025 PMCID: PMC10662281 DOI: 10.1002/cpt.2205] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 02/08/2021] [Accepted: 02/08/2021] [Indexed: 12/26/2022]
Abstract
Multidrug-resistant bacteria are causing a serious global health crisis. A dramatic decline in antibiotic discovery and development investment by pharmaceutical industry over the last decades has slowed the adoption of new technologies. It is imperative that we create new mechanistic insights based on latest technologies, and use translational strategies to optimize patient therapy. Although drug development has relied on minimal inhibitory concentration testing and established in vitro and mouse infection models, the limited understanding of outer membrane permeability in Gram-negative bacteria presents major challenges. Our team has developed a platform using the latest technologies to characterize target site penetration and receptor binding in intact bacteria that inform translational modeling and guide new discovery. Enhanced assays can quantify the outer membrane permeability of β-lactam antibiotics and β-lactamase inhibitors using multiplex liquid chromatography tandem mass spectrometry. While β-lactam antibiotics are known to bind to multiple different penicillin-binding proteins (PBPs), their binding profiles are almost always studied in lysed bacteria. Novel assays for PBP binding in the periplasm of intact bacteria were developed and proteins identified via proteomics. To characterize bacterial morphology changes in response to PBP binding, high-throughput flow cytometry and time-lapse confocal microscopy with fluorescent probes provide unprecedented mechanistic insights. Moreover, novel assays to quantify cytosolic receptor binding and intracellular drug concentrations inform target site occupancy. These mechanistic data are integrated by quantitative and systems pharmacology modeling to maximize bacterial killing and minimize resistance in in vitro and mouse infection models. This translational approach holds promise to identify antibiotic combination dosing strategies for patients with serious infections.
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Affiliation(s)
- Yinzhi Lang
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
| | - Nirav R. Shah
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
- Present address: Jansen R&D, Johnson & Johnson, Spring House, Pennsylvania, USA
| | - Xun Tao
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
- Present address: Genentech USA,Inc., South San Francisco, California, USA
| | - Stephanie M. Reeve
- Department of Chemical Biology and Therapeutics, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Jieqiang Zhou
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
| | - Bartolome Moya
- Servicio de Microbiología and Unidad de Investigación, Hospital Universitario Son Espases, Instituto de Investigación Sanitaria Illes Balears (IdISBa), Palma de Mallorca, Spain
| | - Alaa R. M. Sayed
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
- Department of Chemistry, Faculty of Science, Fayoum University, Fayoum, Egypt
| | - Suresh Dharuman
- Department of Chemical Biology and Therapeutics, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Jeremiah L. Oyer
- Burnett School of Biomedical Sciences, College of Medicine, University of Central Florida, Orlando, Florida, USA
| | - Alicja J. Copik
- Burnett School of Biomedical Sciences, College of Medicine, University of Central Florida, Orlando, Florida, USA
| | - Brett A. Fleischer
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
| | - Eunjeong Shin
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
| | - Carolin Werkman
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
| | - Kari B. Basso
- Department of Chemistry, University of Florida, Gainesville, Florida, USA
| | - Deanna Deveson Lucas
- Infection and Immunity Program, Department of Microbiology, Monash Biomedicine Discovery Institute, Monash University, Melbourne, Victoria, Australia
| | - Dhruvitkumar S. Sutaria
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
- Present address: Genentech USA,Inc., South San Francisco, California, USA
| | - Marianne Mégroz
- Infection and Immunity Program, Department of Microbiology, Monash Biomedicine Discovery Institute, Monash University, Melbourne, Victoria, Australia
| | - Tae Hwan Kim
- College of Pharmacy, Catholic University of Daegu, Gyeongsan, Gyeongbuk, Korea
| | - Victoria Loudon-Hossler
- Department of Chemical Biology and Therapeutics, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Amy Wright
- Infection and Immunity Program, Department of Microbiology, Monash Biomedicine Discovery Institute, Monash University, Melbourne, Victoria, Australia
| | - Rossie H. Jimenez-Nieves
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
| | - Miranda J. Wallace
- Department of Chemical Biology and Therapeutics, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Keisha C. Cadet
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
| | - Yuanyuan Jiao
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
| | - John D. Boyce
- Infection and Immunity Program, Department of Microbiology, Monash Biomedicine Discovery Institute, Monash University, Melbourne, Victoria, Australia
| | - Eric D. LoVullo
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Herbert P. Schweizer
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Robert A. Bonomo
- Research Service and GRECC, Louis Stokes Cleveland Department of Veterans Affairs Medical Center, Cleveland, Ohio, USA
- Department of Medicine, Pharmacology, Molecular Biology and Microbiology, Biochemistry and Proteomics and Bioinformatics, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- CWRU-Cleveland VAMC Center for Antimicrobial Resistance and Epidemiology (Case VA CARES), Cleveland, Ohio, USA
| | - Nagakumar Bharatham
- BUGWORKS Research India Pvt. Ltd., Centre for Cellular & Molecular Platforms, National Centre for Biological Sciences, Bengaluru, Karnataka, India
| | - Brian T. Tsuji
- Laboratory for Antimicrobial Pharmacodynamics, University at Buffalo, Buffalo, New York, USA
| | - Cornelia B. Landersdorfer
- Drug Delivery, Disposition, and Dynamics, Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, Victoria, Australia
- Centre for Medicine Use and Safety, Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, Victoria, Australia
| | - Michael H. Norris
- Spatial Epidemiology and Ecology Research Laboratory, Department of Geography and the Emerging Pathogens Institute, University of Florida, Gainesville, Florida, USA
| | - Beom Soo Shin
- School of Pharmacy, Sungkyunkwan University, Suwon, Gyeonggi-do, Korea
| | - Arnold Louie
- Institute for Therapeutic Innovation, College of Medicine, University of Florida, Orlando, Florida, USA
| | - Venkataraman Balasubramanian
- BUGWORKS Research India Pvt. Ltd., Centre for Cellular & Molecular Platforms, National Centre for Biological Sciences, Bengaluru, Karnataka, India
| | - Richard E. Lee
- Department of Chemical Biology and Therapeutics, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - George L. Drusano
- Institute for Therapeutic Innovation, College of Medicine, University of Florida, Orlando, Florida, USA
| | - Jürgen B. Bulitta
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Orlando, Florida, USA
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Sanchez TW, Owens A, Martinez NJ, Wallgren E, Simeonov A, Henderson MJ. High-Throughput Detection of Ligand-Protein Binding Using a SplitLuc Cellular Thermal Shift Assay. Methods Mol Biol 2021; 2365:21-41. [PMID: 34432237 PMCID: PMC9502016 DOI: 10.1007/978-1-0716-1665-9_2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
The confirmation of a small molecule binding to a protein target can be challenging when switching from biochemical assays to physiologically relevant cellular models. The cellular thermal shift assay (CETSA) is an approach to validate ligand-protein binding in a cellular environment by examining a protein's melting profile which can shift to a higher or lower temperature when bound by a small molecule. Traditional CETSA uses SDS-PAGE and Western blotting to quantify protein levels, a process that is both time consuming and low-throughput when screening multiple compounds and concentrations. Herein, we outline the reagents and methods to implement split Nano Luciferase (SplitLuc) CETSA, which is a reporter-based target engagement assay designed for high-throughput screening in 384- or 1536-well plate formats.
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Affiliation(s)
- Tino W Sanchez
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Ashley Owens
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Natalia J Martinez
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Eric Wallgren
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Mark J Henderson
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA.
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40
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Wang SY, Liu X, Liu Y, Zhang HY, Zhang YB, Liu C, Song J, Niu JB, Zhang SY. Review of NEDDylation inhibition activity detection methods. Bioorg Med Chem 2021; 29:115875. [DOI: 10.1016/j.bmc.2020.115875] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 11/05/2020] [Accepted: 11/09/2020] [Indexed: 12/31/2022]
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41
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Rai G, Urban DJ, Mott BT, Hu X, Yang SM, Benavides GA, Johnson MS, Squadrito GL, Brimacombe KR, Lee TD, Cheff DM, Zhu H, Henderson MJ, Pohida K, Sulikowski GA, Dranow DM, Kabir M, Shah P, Padilha E, Tao D, Fang Y, Christov PP, Kim K, Jana S, Muttil P, Anderson T, Kunda NK, Hathaway HJ, Kusewitt DF, Oshima N, Cherukuri M, Davies DR, Norenberg JP, Sklar LA, Moore WJ, Dang CV, Stott GM, Neckers L, Flint AJ, Darley-Usmar VM, Simeonov A, Waterson AG, Jadhav A, Hall MD, Maloney DJ. Pyrazole-Based Lactate Dehydrogenase Inhibitors with Optimized Cell Activity and Pharmacokinetic Properties. J Med Chem 2020; 63:10984-11011. [PMID: 32902275 PMCID: PMC7830743 DOI: 10.1021/acs.jmedchem.0c00916] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Lactate dehydrogenase (LDH) catalyzes the conversion of pyruvate to lactate, with concomitant oxidation of reduced nicotinamide adenine dinucleotide as the final step in the glycolytic pathway. Glycolysis plays an important role in the metabolic plasticity of cancer cells and has long been recognized as a potential therapeutic target. Thus, potent, selective inhibitors of LDH represent an attractive therapeutic approach. However, to date, pharmacological agents have failed to achieve significant target engagement in vivo, possibly because the protein is present in cells at very high concentrations. We report herein a lead optimization campaign focused on a pyrazole-based series of compounds, using structure-based design concepts, coupled with optimization of cellular potency, in vitro drug-target residence times, and in vivo PK properties, to identify first-in-class inhibitors that demonstrate LDH inhibition in vivo. The lead compounds, named NCATS-SM1440 (43) and NCATS-SM1441 (52), possess desirable attributes for further studying the effect of in vivo LDH inhibition.
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Affiliation(s)
- Ganesha Rai
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Daniel J. Urban
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Bryan T. Mott
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Xin Hu
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Shyh-Ming Yang
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Gloria A. Benavides
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Michelle S. Johnson
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Giuseppe L. Squadrito
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Kyle R. Brimacombe
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Tobie D. Lee
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Dorian M. Cheff
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Hu Zhu
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Mark J. Henderson
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Katherine Pohida
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Gary A. Sulikowski
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - David M. Dranow
- Beryllium Discovery Corp., Bainbridge Island, Washington 98110, United States
| | - Md Kabir
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Pranav Shah
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Elias Padilha
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Dingyin Tao
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, 20850, United States
| | - Yuhong Fang
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Plamen P. Christov
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Kwangho Kim
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Somnath Jana
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Pavan Muttil
- College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, United States
| | - Tamara Anderson
- College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, United States
| | - Nitesh K. Kunda
- College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, United States
| | - Helen J. Hathaway
- College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, United States
| | - Donna F. Kusewitt
- Dept of Pathology, University of New Mexico Cancer Center, Albuquerque, New Mexico 87131, United States
| | - Nobu Oshima
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, United States
| | - Murali Cherukuri
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, United States
| | - Douglas R. Davies
- Beryllium Discovery Corp., Bainbridge Island, Washington 98110, United States
| | - Jeffrey P. Norenberg
- College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, New Mexico 87131, United States
| | - Larry A. Sklar
- Dept of Pathology, University of New Mexico Cancer Center, Albuquerque, New Mexico 87131, United States
| | - William J. Moore
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Chi V. Dang
- Abramson Cancer Center, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States; Ludwig Institute for Cancer Research, New York, New York 10017, United States
| | - Gordon M. Stott
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Leonard Neckers
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, United States
| | - Andrew J. Flint
- NExT Program Support, Applied/Developmental Research Directorate, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Victor M. Darley-Usmar
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Alex G. Waterson
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Ajit Jadhav
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Matthew D. Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United State
| | - David J. Maloney
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
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Luan X, Zhang LJ, Li XQ, Rahman K, Zhang H, Chen HZ, Zhang WD. Compound-based Chinese medicine formula: From discovery to compatibility mechanism. JOURNAL OF ETHNOPHARMACOLOGY 2020; 254:112687. [PMID: 32105748 DOI: 10.1016/j.jep.2020.112687] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 02/15/2020] [Accepted: 02/19/2020] [Indexed: 05/21/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Chinese medicine formula (CMF) has a long history of clinical use in the treatment of various diseases under the guidance of traditional Chinese medicine (TCM) theory. The application of CMF can be divided into three levels, crude extracts, homologous compounds mixture, and specific compounds. However, the modern scientific connotation of the CMF theory has not been clarified. AIM OF THE REVIEW To critically evaluate the research strategy for the investigation of compound-based CMF (CCMF). MATERIALS AND METHODS The related information was collected from the scientific databases, including CNKI, Elsevier, ScienceDirect, PubMed, SpringerLink, Web of Science, and Wiley Online. RESULTS The research design including discovery, screening, optimization, pharmacodynamics models, and target research techniques including the targets for compatibility compounds were evaluated. Essentially it has been evaluated that the in vitro multicellular three-dimensional culture or organoid model has been proposed for the optimization model for compatibility research of CCMF. Based on these, the traditional compatibility theory of CMF, such as Monarch-Minister-Assistant-Guide (Jun-Chen-Zuo-Shi in Chinese), can probably be elucidated by the CCMF research. CONCLUSIONS CCMF has the clear advantage of providing the exact composition and controllable quality of modern medicines, in addition to having the characteristics of multi-ingredients and multi-targets synergistic effects of TCM. However, CCMF is still associated with challenges which need to be addressed for its future use.
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Affiliation(s)
- Xin Luan
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Li-Jun Zhang
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Xiao-Qin Li
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China; College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Khalid Rahman
- School of Pharmacy and Biomolecular Sciences, Faculty of Science, Liverpool John Moores University, Liverpool, L3 3AF, England, UK
| | - Hong Zhang
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China; College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China.
| | - Hong-Zhuan Chen
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China.
| | - Wei-Dong Zhang
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China; School of Pharmacy, Naval Medical University, 325 Guohe Road, Yangpu District, Shanghai, 200433, China.
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43
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Asiaban JN, Milosevich N, Chen E, Bishop TR, Wang J, Zhang Y, Ackerman CJ, Hampton EN, Young TS, Hull MV, Cravatt BF, Erb MA. Cell-Based Ligand Discovery for the ENL YEATS Domain. ACS Chem Biol 2020; 15:895-903. [PMID: 32176478 DOI: 10.1021/acschembio.0c00124] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
ENL is a transcriptional coactivator that recruits elongation machinery to active cis-regulatory elements upon binding of its YEATS domain-a chromatin reader module-to acylated lysine side chains. Discovery chemistry for the ENL YEATS domain is highly motivated by its significance in acute leukemia pathophysiology, but cell-based assays able to support large-scale screening or hit validation efforts do not presently exist. Here, we report on the discovery of a target engagement assay that allows for high-throughput ligand discovery in living cells. This assay is based on the cellular thermal shift assay (CETSA) but does not require exposing cells to elevated temperatures, as small-molecule ligands are able to stabilize the ENL YEATS domain at 37 °C. By eliminating temperature shifts, we developed a simplified target engagement assay that requires just two steps: drug treatment and luminescence detection. To demonstrate its value for higher throughput applications, we miniaturized the assay to a 1536-well format and screened 37 120 small molecules, ultimately identifying an acyl-lysine-competitive ENL/AF9 YEATS domain inhibitor.
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Affiliation(s)
- Joshua N. Asiaban
- Department of Chemistry, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Natalia Milosevich
- Department of Chemistry, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Emily Chen
- Calibr at Scripps Research, La Jolla, California 92037, United States
| | - Timothy R. Bishop
- Department of Chemistry, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Justin Wang
- Department of Chemistry, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Yuxiang Zhang
- Department of Chemistry, The Scripps Research Institute, La Jolla, California 92037, United States
| | | | - Eric N. Hampton
- Calibr at Scripps Research, La Jolla, California 92037, United States
| | - Travis S. Young
- Calibr at Scripps Research, La Jolla, California 92037, United States
| | - Mitchell V. Hull
- Calibr at Scripps Research, La Jolla, California 92037, United States
| | - Benjamin F. Cravatt
- Department of Chemistry, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Michael A. Erb
- Department of Chemistry, The Scripps Research Institute, La Jolla, California 92037, United States
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44
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Stefaniak J, Huber KVM. Importance of Quantifying Drug-Target Engagement in Cells. ACS Med Chem Lett 2020; 11:403-406. [PMID: 32292539 DOI: 10.1021/acsmedchemlett.9b00570] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Measuring and quantifying the binding of a drug to a protein target inside living cells and thereby correlating biochemical or biophysical activity with target engagement in cells or tissue represents a key step in target validation and drug development. A prototypic target engagement assay should allow for unbiased determination of small molecule-protein interactions in order to confirm cellular mechanism-of-action (MoA) while avoiding major artificial perturbations of cellular homeostasis and integrity. Recently, several new additions to the chemical biology toolbox have expanded our ability to study drug action in intact cells and enabled surveying of intracellular residence time and binding kinetics, which are particularly important for potent receptor ligands and therapeutic moieties with limited therapeutic index.
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Affiliation(s)
- Jakub Stefaniak
- Structural Genomics Consortium, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7DQ, U.K
- Target Discovery Institute, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7FZ, U.K
- Chemistry Research Laboratory, University of Oxford, Oxford OX1 3TA, U.K
| | - Kilian V. M. Huber
- Structural Genomics Consortium, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7DQ, U.K
- Target Discovery Institute, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7FZ, U.K
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45
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Thakur A, Tawa GJ, Henderson MJ, Danchik C, Liu S, Shah P, Wang AQ, Dunn G, Kabir M, Padilha EC, Xu X, Simeonov A, Kharbanda S, Stone R, Grewal G. Design, Synthesis, and Biological Evaluation of Quinazolin-4-one-Based Hydroxamic Acids as Dual PI3K/HDAC Inhibitors. J Med Chem 2020; 63:4256-4292. [PMID: 32212730 DOI: 10.1021/acs.jmedchem.0c00193] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
A series of quinazolin-4-one based hydroxamic acids was rationally designed and synthesized as novel dual PI3K/HDAC inhibitors by incorporating an HDAC pharmacophore into a PI3K inhibitor (Idelalisib) via an optimized linker. Several of these dual inhibitors were highly potent (IC50 < 10 nM) and selective against PI3Kγ, δ and HDAC6 enzymes and exhibited good antiproliferative activity against multiple cancer cell lines. The lead compound 48c, induced necrosis in several mutant and FLT3-resistant AML cell lines and primary blasts from AML patients, while showing no cytotoxicity against normal PBMCs, NIH3T3, and HEK293 cells. Target engagement of PI3Kδ and HDAC6 by 48c was demonstrated in MV411 cells using the cellular thermal shift assay (CETSA). Compound 48c showed good pharmacokinetics properties in mice via intraperitoneal (ip) administration and provides a means to examine the biological effects of inhibiting these two important enzymes with a single molecule, either in vitro or in vivo.
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Affiliation(s)
- Ashish Thakur
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Gregory J Tawa
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Mark J Henderson
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Carina Danchik
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Suiyang Liu
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, United States
| | - Pranav Shah
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Amy Q Wang
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Garrett Dunn
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Md Kabir
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Elias C Padilha
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Xin Xu
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Surender Kharbanda
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, United States
| | - Richard Stone
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, Massachusetts 02215, United States
| | - Gurmit Grewal
- National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
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46
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Delport A, Hewer R. Determining the Protein Stability of Alzheimer's Disease Protein, Amyloid Precursor Protein. Protein J 2020; 38:419-424. [PMID: 30937647 DOI: 10.1007/s10930-019-09829-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Determining protein thermal stability is integral in biomedical research. Here, with the use of two thermal stability assays, we show the melting temperature of amyloid precursor protein, an Alzheimer's disease related protein. The average melting temperature for amyloid precursor protein of 55.9 °C was derived from differential scanning fluorometry (55.1 ± 0.3 °C) and cellular thermal melt (56.7 ± 0.7 °C). These experimental methods have significant application for Alzheimer's disease research including their use for amyloid precursor protein stability profiling and for the identification of additional binding partners to further elucidate novel protein functions.
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Affiliation(s)
- Alexandré Delport
- Discipline of Biochemistry, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, 3201, South Africa
| | - Raymond Hewer
- Discipline of Biochemistry, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, 3201, South Africa.
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47
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Mutation of a single amino acid of pregnane X receptor switches an antagonist to agonist by altering AF-2 helix positioning. Cell Mol Life Sci 2020; 78:317-335. [PMID: 32232515 DOI: 10.1007/s00018-020-03505-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 03/04/2020] [Accepted: 03/11/2020] [Indexed: 10/24/2022]
Abstract
Pregnane X receptor (PXR) is activated by chemicals to transcriptionally regulate drug disposition and possibly decrease drug efficacy and increase resistance, suggesting therapeutic value for PXR antagonists. We previously reported the antagonist SPA70 and its analog SJB7, which unexpectedly is an agonist. Here, we describe another unexpected observation: mutating a single residue (W299A) within the PXR ligand-binding domain converts SPA70 to an agonist. After characterizing wild-type and W299A PXR activity profiles, we used molecular dynamics simulations to reveal that in wild-type PXR, agonists stabilize the activation function 2 (AF-2) helix in an "inward" position, but SPA70 displaces the AF-2. In W299A, however, SPA70 stabilizes the AF-2 "inward", like agonists. We validated our model by predicting the antagonist SJC2 to be a W299A agonist, which was confirmed experimentally. Our work correlates previously unobserved ligand-induced conformational changes to PXR cellular activity and, for the first time, reveals how PXR antagonists work.
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48
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Robers MB, Friedman-Ohana R, Huber KVM, Kilpatrick L, Vasta JD, Berger BT, Chaudhry C, Hill S, Müller S, Knapp S, Wood KV. Quantifying Target Occupancy of Small Molecules Within Living Cells. Annu Rev Biochem 2020; 89:557-581. [PMID: 32208767 DOI: 10.1146/annurev-biochem-011420-092302] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The binding affinity and kinetics of target engagement are fundamental to establishing structure-activity relationships (SARs) for prospective therapeutic agents. Enhancing these binding parameters for operative targets, while minimizing binding to off-target sites, can translate to improved drug efficacy and a widened therapeutic window. Compound activity is typically assessed through modulation of an observed phenotype in cultured cells. Quantifying the corresponding binding properties under common cellular conditions can provide more meaningful interpretation of the cellular SAR analysis. Consequently, methods for assessing drug binding in living cells have advanced and are now integral to medicinal chemistry workflows. In this review, we survey key technological advancements that support quantitative assessments of target occupancy in cultured cells, emphasizing generalizable methodologies able to deliver analytical precision that heretofore required reductionist biochemical approaches.
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Affiliation(s)
- M B Robers
- Promega Corporation, Madison, Wisconsin 53711, USA; , ,
| | | | - K V M Huber
- Target Discovery Institute and Nuffield Department of Medicine, University of Oxford, Oxford OX3 7FZ, United Kingdom; .,Structural Genomics Consortium, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7DQ, United Kingdom
| | - L Kilpatrick
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, United Kingdom; , .,Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands NG7 2UH, United Kingdom
| | - J D Vasta
- Promega Corporation, Madison, Wisconsin 53711, USA; , ,
| | - B-T Berger
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, 60438 Frankfurt, Germany; ,
| | - C Chaudhry
- Lead Discovery and Optimization, Bristol-Myers Squibb, Princeton, New Jersey 08648, USA;
| | - S Hill
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, University of Nottingham, Nottingham NG7 2UH, United Kingdom; , .,Centre of Membrane Proteins and Receptors (COMPARE), University of Birmingham and University of Nottingham, Midlands NG7 2UH, United Kingdom
| | - S Müller
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, 60438 Frankfurt, Germany; , .,Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe University Frankfurt, 60438 Frankfurt, Germany;
| | - S Knapp
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, 60438 Frankfurt, Germany; , .,Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe University Frankfurt, 60438 Frankfurt, Germany; .,German Cancer Network (DKTK), Frankfurt/Mainz, 60438 Frankfurt, Germany.,Frankfurt Cancer Institute (FCI), Goethe University, 60596 Frankfurt am Main, Germany
| | - K V Wood
- Promega Corporation, Madison, Wisconsin 53711, USA; , , .,Current affiliation: Light Bio, Inc., Mount Horeb, Wisconsin 53572, USA;
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49
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Asawa RR, Danchik C, Zahkarov A, Chen Y, Voss T, Jadhav A, Wallace DP, Trott JF, Weiss RH, Simeonov A, Martinez NJ. A high-throughput screening platform for Polycystic Kidney Disease (PKD) drug repurposing utilizing murine and human ADPKD cells. Sci Rep 2020; 10:4203. [PMID: 32144367 PMCID: PMC7060218 DOI: 10.1038/s41598-020-61082-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 02/18/2020] [Indexed: 12/11/2022] Open
Abstract
Autosomal dominant polycystic kidney disease (ADPKD) is one of the most common inherited monogenic disorders, characterized by a progressive decline in kidney function due in part to the formation of fluid-filled cysts. While there is one FDA-approved therapy, it is associated with potential adverse effects, and all other clinical interventions are largely supportive. Insights into the cellular pathways underlying ADPKD have revealed striking similarities to cancer. Moreover, several drugs originally developed for cancer have shown to ameliorate cyst formation and disease progression in animal models of ADPKD. These observations prompted us to develop a high-throughput screening platform of cancer drugs in a quest to repurpose them for ADPKD. We screened ~8,000 compounds, including compounds with oncological annotations, as well as FDA-approved drugs, and identified 155 that reduced the viability of Pkd1-null mouse kidney cells with minimal effects on wild-type cells. We found that 109 of these compounds also reduced in vitro cyst growth of Pkd1-null cells cultured in a 3D matrix. Moreover, the result of the cyst assay identified therapeutically relevant compounds, including agents that interfere with tubulin dynamics and reduced cyst growth without affecting cell viability. Because it is known that several ADPKD therapies with promising outcomes in animal models failed to be translated to human disease, our platform also incorporated the evaluation of compounds in a panel of primary ADPKD and normal human kidney (NHK) epithelial cells. Although we observed differences in compound response amongst ADPKD and NHK cell preparation, we identified 18 compounds that preferentially affected the viability of most ADPKD cells with minimal effects on NHK cells. Our study identifies attractive candidates for future efficacy studies in advanced pre-clinical models of ADPKD.
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Affiliation(s)
- Rosita R Asawa
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Carina Danchik
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Alexey Zahkarov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Yuchi Chen
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Ty Voss
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Ajit Jadhav
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Darren P Wallace
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - Josephine F Trott
- Division of Nephrology, Department of Internal Medicine, University of California, Davis, CA, USA
| | - Robert H Weiss
- Division of Nephrology, Department of Internal Medicine, University of California, Davis, CA, USA
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Natalia J Martinez
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA.
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50
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Henderson MJ, Holbert MA, Simeonov A, Kallal LA. High-Throughput Cellular Thermal Shift Assays in Research and Drug Discovery. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2020; 25:137-147. [PMID: 31566060 PMCID: PMC10915787 DOI: 10.1177/2472555219877183] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Thermal shift assays (TSAs) can reveal changes in protein structure, due to a resultant change in protein thermal stability. Since proteins are often stabilized upon binding of ligand molecules, these assays can provide a readout for protein target engagement. TSA has traditionally been applied using purified proteins and more recently has been extended to study target engagement in cellular environments with the emergence of cellular thermal shift assays (CETSAs). The utility of CETSA in confirming molecular interaction with targets in a more native context, and the desire to apply this technique more broadly, has fueled the emergence of higher-throughput techniques for CETSA (HT-CETSA). Recent studies have demonstrated that HT-CETSA can be performed in standard 96-, 384-, and 1536-well microtiter plate formats using methods such as beta-galactosidase and NanoLuciferase reporters and AlphaLISA assays. HT-CETSA methods can be used to select and characterize compounds from high-throughput screens and to prioritize compounds in lead optimization by facilitating dose-response experiments. In conjunction with cellular and biochemical activity assays for targets, HT-CETSA can be a valuable addition to the suite of assays available to characterize molecules of interest. Despite the successes in implementing HT-CETSA for a diverse set of targets, caveats and challenges must also be recognized to avoid overinterpretation of results. Here, we review the current landscape of HT-CETSA and discuss the methodologies, practical considerations, challenges, and applications of this approach in research and drug discovery. Additionally, a perspective on potential future directions for the technology is presented.
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Affiliation(s)
- Mark J Henderson
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Marc A Holbert
- Protein, Cellular, & Structural Sciences, GlaxoSmithKline, Collegeville, PA, USA
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | - Lorena A Kallal
- Screening, Profiling, and Mechanistic Biology, GlaxoSmithKline, Collegeville, PA, USA
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