1
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Phillips M, Malone KL, Boyle BW, Montgomery C, Kressy IA, Joseph FM, Bright KM, Boyson SP, Chang S, Nix JC, Young NL, Jeffers V, Frietze S, Glass KC. Impact of Combinatorial Histone Modifications on Acetyllysine Recognition by the ATAD2 and ATAD2B Bromodomains. J Med Chem 2024; 67:8186-8200. [PMID: 38733345 PMCID: PMC11149620 DOI: 10.1021/acs.jmedchem.4c00210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/13/2024]
Abstract
The ATPase family AAA+ domain containing 2 (ATAD2) protein and its paralog ATAD2B have a C-terminal bromodomain (BRD) that functions as a reader of acetylated lysine residues on histone proteins. Using a structure-function approach, we investigated the ability of the ATAD2/B BRDs to select acetylated lysine among multiple histone post-translational modifications. The ATAD2B BRD can bind acetylated histone ligands that also contain adjacent methylation or phosphorylation marks, while the presence of these modifications significantly weakened the acetyllysine binding activity of the ATAD2 BRD. Our structural studies provide mechanistic insights into how ATAD2/B BRD-binding pocket residues coordinate the acetyllysine group in the context of adjacent post-translational modifications. Furthermore, we investigated how sequence changes in amino acids of the histone ligands impact the recognition of an adjacent acetyllysine residue. Our study highlights how the interplay between multiple combinations of histone modifications influences the reader activity of the ATAD2/B BRDs, resulting in distinct binding modes.
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Affiliation(s)
- Margaret Phillips
- Department of Pharmacology, Larner College of Medicine, University of Vermont, Burlington, Vermont 05405, United States
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Colchester, Vermont 05446, United States
| | - Kiera L Malone
- Department of Pharmacology, Larner College of Medicine, University of Vermont, Burlington, Vermont 05405, United States
| | - Brian W Boyle
- Department of Pharmacology, Larner College of Medicine, University of Vermont, Burlington, Vermont 05405, United States
| | - Cameron Montgomery
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Colchester, Vermont 05446, United States
| | - Isabelle A Kressy
- Department of Pharmacology, Larner College of Medicine, University of Vermont, Burlington, Vermont 05405, United States
| | - Faith M Joseph
- Verna & Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, Texas 77030, United States
- Translational Biology and Molecular Medicine Graduate Program, Baylor College of Medicine, Houston, Texas 77030, United States
| | - Kathleen M Bright
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, Vermont 05405, United States
| | - Samuel P Boyson
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Colchester, Vermont 05446, United States
| | - Sunsik Chang
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Colchester, Vermont 05446, United States
| | - Jay C Nix
- Molecular Biology Consortium, Advanced Light Source, Berkeley, California 94720, United States
| | - Nicolas L Young
- Verna & Marrs McLean Department of Biochemistry & Molecular Pharmacology, Baylor College of Medicine, Houston, Texas 77030, United States
- Translational Biology and Molecular Medicine Graduate Program, Baylor College of Medicine, Houston, Texas 77030, United States
| | - Victoria Jeffers
- Department of Molecular, Cellular and Biomedical Sciences, University of New Hampshire, Durham, New Hampshire 03824, United States
| | - Seth Frietze
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, Vermont 05405, United States
| | - Karen C Glass
- Department of Pharmacology, Larner College of Medicine, University of Vermont, Burlington, Vermont 05405, United States
- Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Colchester, Vermont 05446, United States
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2
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Shi M, Zheng X, Zhou Y, Yin Y, Lu Z, Zou Z, Hu Y, Liang Y, Chen T, Yang Y, Jing M, Lei D, Yang P, Li X. Selectivity Mechanism of Pyrrolopyridone Analogues Targeting Bromodomain 2 of Bromodomain-Containing Protein 4 from Molecular Dynamics Simulations. ACS OMEGA 2023; 8:33658-33674. [PMID: 37744850 PMCID: PMC10515184 DOI: 10.1021/acsomega.3c03935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 08/25/2023] [Indexed: 09/26/2023]
Abstract
Bromodomain and extra-terminal domain (BET) proteins play an important role in epigenetic regulation and are linked to several diseases; therefore, they are interesting targets. BET has two bromodomains: bromodomain 1 (BD1) and BD2. Selective targeting of BD1 or BD2 may produce different activities and greater effects than pan-BD inhibitors. However, the selective mechanism of the specific core must be studied at the atomic level. This study determined the effectiveness of pyrrolopyridone analogues to selectively inhibit BD2 using a pan-BD inhibitor (ABBV-075) and a selective-BD2 inhibitor (ABBV-744). Molecular dynamics simulations and calculations of binding free energies were used to systematically study the selectivity of BD2 inhibition by the pyrrolopyridone analogues. Overall, the pyrrolopyridone analogue inhibitors targeting BD2 interacted mainly with the following amino acid pairs between bromodomain-containing protein 4 (BRD4)-BD1 and BRD4-BD2 complexes: I146/V439, N140/N433, D144/H437, P82/P375, V87/V380, D88/D381, and Y139/Y432. The pyrrolopyridone analogues targeting BRD4-BD2 were divided into five regions based on selectivity mechanism. These results suggest that the R3 and R5 regions of pyrrolopyridone analogues can be modified to improve the selectivity between BRD4-BD1 and BRD4-BD2. The selectivity of BD2 inhibition by pyrrolopyridone analogues can be used to design novel BD2 inhibitors based on a pyrrolopyridone core.
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Affiliation(s)
- Mingsong Shi
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
- Innovation
Center of Nursing Research, Nursing Key Laboratory of Sichuan Province,
West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China
| | - Xueting Zheng
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
| | - Yan Zhou
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
| | - Yuan Yin
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
| | - Zhou Lu
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
| | - Zhiyan Zou
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
| | - Yan Hu
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
| | - Yuanyuan Liang
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
| | - Tingting Chen
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
| | - Yuhan Yang
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
| | - Meng Jing
- Department
of Pathology, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of
China, Mianyang 621099, Sichuan, China
| | - Dan Lei
- School
of Life Science and Engineering, Southwest
University of Science and Technology, Mianyang 621010, Sichuan, China
| | - Pei Yang
- Department
of Hepatobiliary Surgery, Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of
China, Mianyang 621099, Sichuan, China
| | - Xiaoan Li
- NHC
Key Laboratory of Nuclear Technology Medical Transformation, Mianyang
Central Hospital, School of Medicine, University
of Electronic Science and Technology of China, Mianyang 621099, Sichuan, China
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3
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Çınaroğlu SS, Biggin PC. The role of loop dynamics in the prediction of ligand-protein binding enthalpy. Chem Sci 2023; 14:6792-6805. [PMID: 37350814 PMCID: PMC10284145 DOI: 10.1039/d2sc06471e] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 05/31/2023] [Indexed: 06/24/2023] Open
Abstract
The enthalpic and entropic components of ligand-protein binding free energy reflect the interactions and dynamics between ligand and protein. Despite decades of study, our understanding and hence our ability to predict these individual components remains poor. In recent years, there has been substantial effort and success in the prediction of relative and absolute binding free energies, but the prediction of the enthalpic (and entropic) contributions in biomolecular systems remains challenging. Indeed, it is not even clear what kind of performance in terms of accuracy could currently be obtained for such systems. It is, however, relatively straight-forward to compute the enthalpy of binding. We thus evaluated the performance of absolute enthalpy of binding calculations using molecular dynamics simulation for ten inhibitors against a member of the bromodomain family, BRD4-1, against isothermal titration calorimetry data. Initial calculations, with the AMBER force-field showed good agreement with experiment (R2 = 0.60) and surprisingly good accuracy with an average of root-mean-square error (RMSE) = 2.49 kcal mol-1. Of the ten predictions, three were obvious outliers that were all over-predicted compared to experiment. Analysis of various simulation factors, including parameterization, buffer concentration and conformational dynamics, revealed that the behaviour of a loop (the ZA loop on the periphery of the binding site) strongly dictates the enthalpic prediction. Consistent with previous observations, the loop exists in two distinct conformational states and by considering one or the other or both states, the prediction for the three outliers can be improved dramatically to the point where the R2 = 0.95 and the accuracy in terms of RMSE improves to 0.90 kcal mol-1. However, performance across force-fields is not consistent: if OPLS and CHARMM are used, different outliers are observed and the correlation with the ZA loop behaviour is not recapitulated, likely reflecting parameterization as a confounding problem. The results provide a benchmark standard for future study and comparison.
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Affiliation(s)
- Süleyman Selim Çınaroğlu
- Structural Bioinformatics and Computational Biochemistry, Department of Biochemistry, University of Oxford South Parks Road Oxford OX1 3QU UK +44 (0)1865 613238 +44 (0)1865 613305
| | - Philip C Biggin
- Structural Bioinformatics and Computational Biochemistry, Department of Biochemistry, University of Oxford South Parks Road Oxford OX1 3QU UK +44 (0)1865 613238 +44 (0)1865 613305
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4
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Barros EP, Ries B, Champion C, Rieder SR, Riniker S. Accounting for Solvation Correlation Effects on the Thermodynamics of Water Networks in Protein Cavities. J Chem Inf Model 2023; 63:1794-1805. [PMID: 36917685 PMCID: PMC10052353 DOI: 10.1021/acs.jcim.2c01610] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/15/2023]
Abstract
Macromolecular recognition and ligand binding are at the core of biological function and drug discovery efforts. Water molecules play a significant role in mediating the protein-ligand interaction, acting as more than just the surrounding medium by affecting the thermodynamics and thus the outcome of the binding process. As individual water contributions are impossible to measure experimentally, a range of computational methods have emerged to identify hydration sites in protein pockets and characterize their energetic contributions for drug discovery applications. Even though several methods model solvation effects explicitly, they focus on determining the stability of specific water sites independently and neglect solvation correlation effects upon replacement of clusters of water molecules, which typically happens in hit-to-lead optimization. In this work, we rigorously determine the conjoint effects of replacing all combinations of water molecules in protein binding pockets through the use of the RE-EDS multistate free-energy method, which combines Hamiltonian replica exchange (RE) and enveloping distribution sampling (EDS). Applications on the small bovine pancreatic trypsin inhibitor and four proteins of the bromodomain family illustrate the extent of solvation correlation effects on water thermodynamics, with the favorability of replacement of the water sites by pharmacophore probes highly dependent on the composition of the water network and the pocket environment. Given the ubiquity of water networks in biologically relevant protein targets, we believe our approach can be helpful for computer-aided drug discovery by providing a pocket-specific and a priori systematic consideration of solvation effects on ligand binding and selectivity.
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Affiliation(s)
- Emilia P Barros
- Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 2, 8093 Zürich, Switzerland
| | - Benjamin Ries
- Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 2, 8093 Zürich, Switzerland
| | - Candide Champion
- Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 2, 8093 Zürich, Switzerland
| | - Salomé R Rieder
- Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 2, 8093 Zürich, Switzerland
| | - Sereina Riniker
- Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 2, 8093 Zürich, Switzerland
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5
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Wernersson S, Bobby R, Flavell L, Milbradt AG, Holdgate GA, Embrey KJ, Akke M. Bromodomain Interactions with Acetylated Histone 4 Peptides in the BRD4 Tandem Domain: Effects on Domain Dynamics and Internal Flexibility. Biochemistry 2022; 61:2303-2318. [PMID: 36215732 PMCID: PMC9631989 DOI: 10.1021/acs.biochem.2c00226] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
![]()
The bromodomain and extra-terminal (BET) protein BRD4
regulates
gene expression via recruitment of transcriptional regulatory complexes
to acetylated chromatin. Like other BET proteins, BRD4 contains two
bromodomains, BD1 and BD2, that can interact cooperatively with target
proteins and designed ligands, with important implications for drug
discovery. Here, we used nuclear magnetic resonance (NMR) spectroscopy
to study the dynamics and interactions of the isolated bromodomains,
as well as the tandem construct including both domains and the intervening
linker, and investigated the effects of binding a tetra-acetylated
peptide corresponding to the tail of histone 4. The peptide affinity
is lower for both domains in the tandem construct than for the isolated
domains. Using 15N spin relaxation, we determined the global
rotational correlation times and residue-specific order parameters
for BD1 and BD2. Isolated BD1 is monomeric in the apo state but apparently
dimerizes upon binding the tetra-acetylated peptide. Isolated BD2
partially dimerizes in both the apo and peptide-bound states. The
backbone order parameters reveal marked differences between BD1 and
BD2, primarily in the acetyl-lysine binding site where the ZA loop
is more flexible in BD2. Peptide binding reduces the order parameters
of the ZA loop in BD1 and the ZA and BC loops in BD2. The AB loop,
located distally from the binding site, shows variable dynamics that
reflect the different dimerization propensities of the domains. These
results provide a basis for understanding target recognition by BRD4.
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Affiliation(s)
- Sven Wernersson
- Biophysical Chemistry, Center for Molecular Protein Science, Department of Chemistry, Lund University, SE-221 00Lund, Sweden
| | - Romel Bobby
- Mechanistic and Structural Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, CambridgeCB4 0WG, U.K
| | - Liz Flavell
- Discovery Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge Science Park, CambridgeCB4 0WG, U.K
| | - Alexander G Milbradt
- Mechanistic and Structural Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, CambridgeCB4 0WG, U.K
| | - Geoffrey A Holdgate
- Mechanistic and Structural Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, CambridgeCB4 0WG, U.K
| | - Kevin J Embrey
- Mechanistic and Structural Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, CambridgeCB4 0WG, U.K
| | - Mikael Akke
- Biophysical Chemistry, Center for Molecular Protein Science, Department of Chemistry, Lund University, SE-221 00Lund, Sweden
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6
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Salutari I, Caflisch A. Dynamics of the Histone Acetyltransferase Lysine-Rich Loop in the Catalytic Core of the CREB-Binding Protein. J Chem Inf Model 2022; 62:1014-1024. [PMID: 35119862 DOI: 10.1021/acs.jcim.1c01423] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
The tight control of transcriptional coactivators is a fundamental aspect of gene expression in cells. The regulation of the CREB-binding protein (CBP) and p300 coactivators, two paralog multidomain proteins, involves an autoinhibitory loop (AIL) of the histone acetyltransferase (HAT) domain. There is experimental evidence for the AIL engaging with the HAT binding site, thus interrupting the acetylation of histone tails or other proteins. Both CBP and p300 contain a domain of about 110 residues (called the bromodomain) that recognizes histone tails with one or more acetylated lysine side chains. Here, we investigate by molecular dynamics simulations whether the AIL of CBP (residues 1556-1618) acetylated at the side chain of Lys1595 can bind to the bromodomain. The structural instability and fast unbinding kinetics of the AIL from the bromodomain pocket suggest that the AIL is not a ligand of the bromodomain on the same protein chain. This is further supported by the absence of strong and persistent contacts at the binding interface. Furthermore, the simulations of unbinding show an initial fast detachment of the acetylated lysine and a slower phase necessary for complete AIL dissociation. We provide further evidence for the instability of the AIL intramolecular binding by comparison with a natural ligand, the histone peptide H3K56ac, which shows higher stability in the pocket.
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Affiliation(s)
- Ilaria Salutari
- Department of Biochemistry, University of Zürich, CH-8057 Zürich, Switzerland
| | - Amedeo Caflisch
- Department of Biochemistry, University of Zürich, CH-8057 Zürich, Switzerland
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7
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Akawa OB, Soremekun OS, Olotu FA, Soliman MES. Piecing the fragments together: Dynamical insights into the enhancement of BRD4-BD1 (BET protein) druggability in cancer chemotherapy using novel 8-methyl-pyrrolo[1,2-a]pyrazin-1(2H)-one derivatives. Curr Pharm Biotechnol 2021; 23:444-456. [PMID: 33749556 DOI: 10.2174/1389201022666210322122056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 12/28/2020] [Accepted: 01/11/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Fragment-based drug discovery in recent times has been explored in the design of highly potent therapeutics. METHODS In this study, we explored the inhibitory dynamics of Compound 38 (Cpd38), a newly synthesized Bromodomain-containing protein 4 bromodomain 1 (BRD4-BD1) protein inhibitor derived from the synthetic coupling of Fragment 47 (Fgt47) into ABBV-075 scaffold. Using dynamic simulation methods, we unraveled the augmentative effects of chemical fragmentation on improved BRD4-BD1 inhibition. RESULTS Findings from this study revealed that although Fgt47 exhibited a considerable ΔGbind, its incorporation into the difluoro-phenoxy pyridine scaffold (Cpd38) notably enhanced the binding affinity. Time-based analyses of interaction dynamics further revealed that the bulkiness of Cpd38 favored its interaction at the BRD4-BD1 active site relative to the fragment. Strikingly, when compared to Fgt47, Cpd38 demonstrated high mobility, which could have enabled it to bind optimally and complementarily with key residues of the active site such as Ile146, Asn140, Cys136, Tyr98, Leu94, Val87, Phe83 and Trp81. DISCUSSION On the contrary, majority of these interactions were gradually lost in Fgt47 which could further indicate the essence of coupling it with the difluoro-phenoxy pyridine scaffold. Furthermore, Cpd38 had a more altering effect on BRD4-BDI relative to Fgt47 which could also be as a result of its higher inhibitory activity. CONCLUSION Conclusively, the design of highly potent therapeutics could be facilitated by the incorporation of pharmacologically active small molecule fragments into the scaffold of existing drugs.
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Affiliation(s)
- Oluwole B Akawa
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4001. South Africa
| | - Opeyemi S Soremekun
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4001. South Africa
| | - Fisayo A Olotu
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4001. South Africa
| | - Mahmoud E S Soliman
- Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4001. South Africa
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8
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Nayak A, Dutta M, Roychowdhury A. Emerging oncogene ATAD2: Signaling cascades and therapeutic initiatives. Life Sci 2021; 276:119322. [PMID: 33711386 DOI: 10.1016/j.lfs.2021.119322] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 02/12/2021] [Accepted: 02/27/2021] [Indexed: 12/11/2022]
Abstract
ATAD2 is a promising oncoprotein with tumor-promoting functions in many cancers. It is a valid cancer drug-target and a potential cancer-biomarker for multiple malignancies. As a cancer/testis antigen (CTA), ATAD2 could also be a probable candidate for immunotherapy. It is a unique CTA that belongs to both AAA+ ATPase and bromodomain family proteins. Since 2007, several research groups have been reported on the pleiotropic oncogenic functions of ATAD2 in diverse signaling pathways, including Rb/E2F-cMyc pathway, steroid hormone signaling pathway, p53 and p38-MAPK-mediated apoptotic pathway, AKT pathway, hedgehog signaling pathway, HIF1α signaling pathway, and Epithelial to Mesenchymal Transition (EMT) pathway in various cancers. In all these pathways, ATAD2 participates in chromatin dynamics, DNA replication, and gene transcription, demonstrating its role as an epigenetic reader and transcription factor or coactivator to promote tumorigenesis. However, despite the progress, an overall mechanism of ATAD2-mediated oncogenesis in diverse origin is elusive. In this review, we summarize the accumulated evidence to envision the overall ATAD2 signaling networks during carcinogenesis and highlight the area where missing links await further research. Besides, the structure-function aspect of ATAD2 is also discussed. Since the efforts have already been initiated to explore targeted drug molecules and RNA-based therapeutic alternatives against ATAD2, their potency and prospects have been elucidated. Together, we believe this is a well-rounded review on ATAD2, facilitating a new drift in ATAD2 research, essential for its clinical implication as a biomarker and/or cancer drug-target.
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Affiliation(s)
- Aditi Nayak
- Biochemistry and Cell Biology Laboratory, School of Basic Sciences, Indian Institute of Technology Bhubaneswar, Odisha 752050, India
| | - Madhuri Dutta
- Biochemistry and Cell Biology Laboratory, School of Basic Sciences, Indian Institute of Technology Bhubaneswar, Odisha 752050, India
| | - Anasuya Roychowdhury
- Biochemistry and Cell Biology Laboratory, School of Basic Sciences, Indian Institute of Technology Bhubaneswar, Odisha 752050, India.
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9
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Wanior M, Preuss F, Ni X, Krämer A, Mathea S, Göbel T, Heidenreich D, Simonyi S, Kahnt AS, Joerger AC, Knapp S. Pan-SMARCA/PB1 Bromodomain Inhibitors and Their Role in Regulating Adipogenesis. J Med Chem 2020; 63:14680-14699. [PMID: 33216538 DOI: 10.1021/acs.jmedchem.0c01242] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Accessibility of the human genome is modulated by the ATP-driven SWI/SNF chromatin remodeling multiprotein complexes BAF (BRG1/BRM-associated factor) and PBAF (polybromo-associated BAF factor), which involves reading of acetylated histone tails by the bromodomain-containing proteins SMARCA2 (BRM), SMARCA4 (BRG1), and polybromo-1. Dysregulation of chromatin remodeling leads to aberrant cell proliferation and differentiation. Here, we have characterized a set of potent and cell-active bromodomain inhibitors with pan-selectivity for canonical family VIII bromodomains. Targeted SWI/SNF bromodomain inhibition blocked the expression of key genes during adipogenesis, including the transcription factors PPARγ and C/EBPα, and impaired the differentiation of 3T3-L1 murine fibroblasts into adipocytes. Our data highlight the role of SWI/SNF bromodomains in adipogenesis and provide a framework for the development of SWI/SNF bromodomain inhibitors for indirect targeting of key transcription factors regulating cell differentiation.
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Affiliation(s)
- Marek Wanior
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany.,Structural Genomics Consortium (SGC), Buchmann Institute for Molecular Life Sciences (BMLS), Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Franziska Preuss
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany.,Structural Genomics Consortium (SGC), Buchmann Institute for Molecular Life Sciences (BMLS), Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Xiaomin Ni
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany.,Structural Genomics Consortium (SGC), Buchmann Institute for Molecular Life Sciences (BMLS), Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Andreas Krämer
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany.,Structural Genomics Consortium (SGC), Buchmann Institute for Molecular Life Sciences (BMLS), Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), Paul-Ehrlich-Str. 42-44, 60596 Frankfurt am Main, Germany
| | - Sebastian Mathea
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany.,Structural Genomics Consortium (SGC), Buchmann Institute for Molecular Life Sciences (BMLS), Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Tamara Göbel
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
| | - David Heidenreich
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany.,Structural Genomics Consortium (SGC), Buchmann Institute for Molecular Life Sciences (BMLS), Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Svenja Simonyi
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
| | - Astrid S Kahnt
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
| | - Andreas C Joerger
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany.,Structural Genomics Consortium (SGC), Buchmann Institute for Molecular Life Sciences (BMLS), Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany.,German Translational Cancer Network (DKTK), Frankfurt/Mainz Site, 60438 Frankfurt am Main, Germany
| | - Stefan Knapp
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany.,Structural Genomics Consortium (SGC), Buchmann Institute for Molecular Life Sciences (BMLS), Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany.,German Translational Cancer Network (DKTK), Frankfurt/Mainz Site, 60438 Frankfurt am Main, Germany.,Frankfurt Cancer Institute (FCI), Paul-Ehrlich-Str. 42-44, 60596 Frankfurt am Main, Germany
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10
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Clegg MA, Bamborough P, Chung CW, Craggs PD, Gordon L, Grandi P, Leveridge M, Lindon M, Liwicki GM, Michon AM, Molnar J, Rioja I, Soden PE, Theodoulou NH, Werner T, Tomkinson NCO, Prinjha RK, Humphreys PG. Application of Atypical Acetyl-lysine Methyl Mimetics in the Development of Selective Inhibitors of the Bromodomain-Containing Protein 7 (BRD7)/Bromodomain-Containing Protein 9 (BRD9) Bromodomains. J Med Chem 2020; 63:5816-5840. [PMID: 32410449 DOI: 10.1021/acs.jmedchem.0c00075] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Non-BET bromodomain-containing proteins have become attractive targets for the development of novel therapeutics targeting epigenetic pathways. To help facilitate the target validation of this class of proteins, structurally diverse small-molecule ligands and methodologies to produce selective inhibitors in a predictable fashion are in high demand. Herein, we report the development and application of atypical acetyl-lysine (KAc) methyl mimetics to take advantage of the differential stability of conserved water molecules in the bromodomain binding site. Discovery of the n-butyl group as an atypical KAc methyl mimetic allowed generation of 31 (GSK6776) as a soluble, permeable, and selective BRD7/9 inhibitor from a pyridazinone template. The n-butyl group was then used to enhance the bromodomain selectivity of an existing BRD9 inhibitor and to transform pan-bromodomain inhibitors into BRD7/9 selective compounds. Finally, a solvent-exposed vector was defined from the pyridazinone template to enable bifunctional molecule synthesis, and affinity enrichment chemoproteomic experiments were used to confirm several of the endogenous protein partners of BRD7 and BRD9, which form part of the chromatin remodeling PBAF and BAF complexes, respectively.
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Affiliation(s)
- Michael A Clegg
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom.,WestCHEM, Department of Pure and Applied Chemistry, Thomas Graham Building, University of Strathclyde, 295 Cathedral Street, Glasgow G1 1XL, United Kingdom
| | - Paul Bamborough
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
| | - Chun-Wa Chung
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
| | - Peter D Craggs
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
| | - Laurie Gordon
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
| | - Paola Grandi
- Cellzome GmbH, R&D MST GlaxoSmithKline, Meyerhofstrasse 1 69117 Heidelberg, Germany
| | - Melanie Leveridge
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
| | - Matthew Lindon
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
| | - Gemma M Liwicki
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
| | - Anne-Marie Michon
- Cellzome GmbH, R&D MST GlaxoSmithKline, Meyerhofstrasse 1 69117 Heidelberg, Germany
| | - Judit Molnar
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
| | - Inmaculada Rioja
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
| | - Peter E Soden
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
| | - Natalie H Theodoulou
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom.,WestCHEM, Department of Pure and Applied Chemistry, Thomas Graham Building, University of Strathclyde, 295 Cathedral Street, Glasgow G1 1XL, United Kingdom
| | - Thilo Werner
- Cellzome GmbH, R&D MST GlaxoSmithKline, Meyerhofstrasse 1 69117 Heidelberg, Germany
| | - Nicholas C O Tomkinson
- WestCHEM, Department of Pure and Applied Chemistry, Thomas Graham Building, University of Strathclyde, 295 Cathedral Street, Glasgow G1 1XL, United Kingdom
| | - Rab K Prinjha
- GlaxoSmithKline R&D, Stevenage SG1 2NY, Hertfordshire, United Kingdom
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11
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Çınaroğlu SS, Timuçin E. Comprehensive evaluation of the MM-GBSA method on bromodomain-inhibitor sets. Brief Bioinform 2019; 21:2112-2125. [DOI: 10.1093/bib/bbz143] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 10/01/2019] [Accepted: 10/17/2019] [Indexed: 12/11/2022] Open
Abstract
Abstract
MM-PB/GBSA methods represent a higher-level scoring theory than docking. This study reports an extensive testing of different MM-GBSA scoring schemes on two bromodomain (BRD) datasets. The first set is composed of 24 BRPF1 complexes, and the second one is a nonredundant set constructed from the PDBbind and composed of 28 diverse BRD complexes. A variety of MM-GBSA schemes were analyzed to evaluate the performance of four protocols with different numbers of minimization and MD steps, 10 different force fields and three different water models. Results showed that neither additional MD steps nor unfixing the receptor atoms improved scoring or ranking power. On the contrary, our results underscore the advantage of fixing receptor atoms or limiting the number of MD steps not only for a reduction in the computational costs but also for boosting the prediction accuracy. Among Amber force fields tested, ff14SB and its derivatives rather than ff94 or polarized force fields provided the most accurate scoring and ranking results. The TIP3P water model yielded the highest scoring and ranking power compared to the others. Posing power was further evaluated for the BRPF1 set. A slightly better posing power for the protocol which uses both minimization and MD steps with a fixed receptor than the one which uses only minimization with a fully flexible receptor-ligand system was observed. Overall, this study provides insights into the usage of the MM-GBSA methods for screening of BRD inhibitors, substantiating the benefits of shorter protocols and latest force fields and maintaining the crystal waters for accuracy.
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Affiliation(s)
| | - Emel Timuçin
- Department of Biostatistics and Medical Informatics, School of Medicine, Acıbadem Mehmet Ali Aydınlar University, İstanbul, 34752, Turkey
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12
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Bamborough P, Chung CW, Demont EH, Bridges AM, Craggs PD, Dixon DP, Francis P, Furze RC, Grandi P, Jones EJ, Karamshi B, Locke K, Lucas SCC, Michon AM, Mitchell DJ, Pogány P, Prinjha RK, Rau C, Roa AM, Roberts AD, Sheppard RJ, Watson RJ. A Qualified Success: Discovery of a New Series of ATAD2 Bromodomain Inhibitors with a Novel Binding Mode Using High-Throughput Screening and Hit Qualification. J Med Chem 2019; 62:7506-7525. [PMID: 31398032 DOI: 10.1021/acs.jmedchem.9b00673] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The bromodomain of ATAD2 has proved to be one of the least-tractable proteins within this target class. Here, we describe the discovery of a new class of inhibitors by high-throughput screening and show how the difficulties encountered in establishing a screening triage capable of finding progressible hits were overcome by data-driven optimization. Despite the prevalence of nonspecific hits and an exceptionally low progressible hit rate (0.001%), our optimized hit qualification strategy employing orthogonal biophysical methods enabled us to identify a single active series. The compounds have a novel ATAD2 binding mode with noncanonical features including the displacement of all conserved water molecules within the active site and a halogen-bonding interaction. In addition to reporting this new series and preliminary structure-activity relationship, we demonstrate the value of diversity screening to complement the knowledge-based approach used in our previous ATAD2 work. We also exemplify tactics that can increase the chance of success when seeking new chemical starting points for novel and less-tractable targets.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Paola Grandi
- Cellzome , Meyerhofstrasse 1 , Heidelberg 69117 , Germany
| | | | | | | | | | | | | | | | | | - Christina Rau
- Cellzome , Meyerhofstrasse 1 , Heidelberg 69117 , Germany
| | - Ana Maria Roa
- GlaxoSmithKline Tres Cantos , 28760 Tres Cantos , Madrid , Spain
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13
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Jiang F, Wu HN, Kang W, Wu YD. Developments and Applications of Coil-Library-Based Residue-Specific Force Fields for Molecular Dynamics Simulations of Peptides and Proteins. J Chem Theory Comput 2019; 15:2761-2773. [DOI: 10.1021/acs.jctc.8b00794] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Fan Jiang
- Laboratory of Computational Chemistry and Drug Design, State Key Laboratory of Chemical Oncogenomics, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Hao-Nan Wu
- Laboratory of Computational Chemistry and Drug Design, State Key Laboratory of Chemical Oncogenomics, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Wei Kang
- Laboratory of Computational Chemistry and Drug Design, State Key Laboratory of Chemical Oncogenomics, Peking University Shenzhen Graduate School, Shenzhen 518055, China
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
| | - Yun-Dong Wu
- Laboratory of Computational Chemistry and Drug Design, State Key Laboratory of Chemical Oncogenomics, Peking University Shenzhen Graduate School, Shenzhen 518055, China
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
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14
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Tao F, Liu H. Molecular Dynamics Simulations Reveal Differentiated Context-Dependent Conformational Dynamics of Two Proteins of the Same Family. J Phys Chem B 2018; 122:10686-10699. [PMID: 30407824 DOI: 10.1021/acs.jpcb.8b08468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The Arabidopsis pyrabactin resistant 1 (PYR1)-like family of proteins (PYLs) are receptors of abscisic acid (ABA), an essential small signaling molecule in plants. Here, we report a comparative molecular dynamics (MD) study on two PYL members, PYR1 and PYL10, which, despite their highly similar sequences and structures, have been suggested to belong to two different subclasses of PYLs, one being dimeric and relying on binding to ABA to inhibit downstream type 2C protein phosphatases (PP2Cs) and the other being monomeric and able to constitutively inhibit downstream PP2Cs without ABA. MD simulations have been carried out on these proteins in various monomeric or complexation states. Analyses of the simulations unambiguously confirm that ABA has large effects on the conformational dynamics of PYR1 but not PYL10, whereas a downstream PP2C has much larger effects on PYL10 than on PYR1. The differentiated effects are consistent with the functional differences between the two proteins. Potential of mean forces (PMFs) calculated by umbrella sampling showed that binding to ABA strengthens the PYR1-PP2C complex, increasing the PMF change for dissociation from 7.5 to 12.0 kcal mol-1. On the other hand, the same PMF change for an apo-PYL10-PP2C complex was computed to be 9.5 kcal mol-1, suggesting stronger binding in apo-PYL10-PP2C than in apo-PYR1-PP2C. Several specific sequence features that may contribute to the functional differentiation between PYR1 and PYL10 are suggested based on the intersubunit residue-residue contacts occurred in the simulations.
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Affiliation(s)
- Feng Tao
- School of Life Sciences , University of Science and Technology of China , 230027 Hefei , Anhui , China
| | - Haiyan Liu
- School of Life Sciences , University of Science and Technology of China , 230027 Hefei , Anhui , China.,Hefei National Laboratory for Physical Sciences at the Microscales , 230027 Hefei , Anhui , China
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15
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From bench to bedside, via desktop. Recent advances in the application of cutting-edge in silico tools in the research of drugs targeting bromodomain modules. Biochem Pharmacol 2018; 159:40-51. [PMID: 30414936 DOI: 10.1016/j.bcp.2018.11.007] [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: 08/19/2018] [Accepted: 11/07/2018] [Indexed: 11/22/2022]
Abstract
The discipline of drug discovery has greatly benefited by computational tools and in silico algorithms aiming at rationalization of many related processes, from the stage of early hit identification to the preclinical phases of drug candidate validation. The various methodologies referred to as molecular modeling tools span a broad spectrum of applications, from straightforward approaches such as virtual screening of compound libraries to more advanced techniques involving the precise estimation of free energy upon binding of the candidate drug to its macromolecular target. To this end, we report an overview of specific studies where implementation of such sophisticated modeling algorithms has shown to be indispensable for addressing challenging systems and biological questions otherwise difficult to answer. We focus our attention on the emerging field of bromodomain inhibitors. Bromodomains are small modules involved in epigenetic signaling and currently comprise high-priority targets for developing both drug candidates and chemical probes for basic biomedical research. We attempt a critical presentation of selected cases utilizing cutting-edge in silico methodologies, with our main emphasis being on absolute or relative free energy simulations, on implementation of quantum-mechanics level calculations and on characterization of solvent thermodynamics. We discuss the advantages and strengths as well as the drawbacks and weaknesses of computational tools utilized in those works and we attempt to comment on specific issues related to their integration into the regular medicinal chemistry practice. Our conclusion is that while such methods indeed represent highly promising resources for further advancing the discipline, their application is not always trivial.
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16
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Zhou Y, Hussain M, Kuang G, Zhang J, Tu Y. Mechanistic insights into peptide and ligand binding of the ATAD2-bromodomain via atomistic simulations disclosing a role of induced fit and conformational selection. Phys Chem Chem Phys 2018; 20:23222-23232. [DOI: 10.1039/c8cp03860k] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Atomistic simulations of the ATAD2-bromodomain disclose a role of induced fit and conformational selection upon ligand and peptide binding.
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Affiliation(s)
- Yang Zhou
- Department of Theoretical Chemistry and Biology
- KTH Royal Institute of Technology
- AlbaNova University Center
- Stockholm
- Sweden
| | - Muzammal Hussain
- Guangdong Provincial Key Laboratory of Biocomputing
- Institute of Chemical Biology
- Guangzhou Institutes of Biomedicine and Health
- Chinese Academy of Sciences
- Guangzhou 510530
| | - Guanglin Kuang
- Department of Theoretical Chemistry and Biology
- KTH Royal Institute of Technology
- AlbaNova University Center
- Stockholm
- Sweden
| | - Jiancun Zhang
- Guangdong Provincial Key Laboratory of Biocomputing
- Institute of Chemical Biology
- Guangzhou Institutes of Biomedicine and Health
- Chinese Academy of Sciences
- Guangzhou 510530
| | - Yaoquan Tu
- Department of Theoretical Chemistry and Biology
- KTH Royal Institute of Technology
- AlbaNova University Center
- Stockholm
- Sweden
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