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Weller JA, Rohs R. DrugHIVE: Target-specific spatial drug design and optimization with a hierarchical generative model. bioRxiv 2024:2023.12.22.573155. [PMID: 38187658 PMCID: PMC10769420 DOI: 10.1101/2023.12.22.573155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
Rapid advancement in the computational methods of structure-based drug design has led to their widespread adoption as key tools in the early drug development process. Recently, the remarkable growth of available crystal structure data and libraries of commercially available or readily synthesizable molecules have unlocked previously inaccessible regions of chemical space for drug development. Paired with improvements in virtual ligand screening methods, these expanded libraries are having a significant impact on the success of early drug design efforts. However, screening-based methods are limited in their scalability due to computational limits and the sheer scale of drug-like space. An approach within the quickly evolving field of artificial intelligence (AI), deep generative modeling, is extending the reach of molecular design beyond classical methods by learning the fundamental intra- and inter-molecular relationships in drug-target systems from existing data. In this work we introduce DrugHIVE, a deep hierarchical structure-based generative model that enables fine-grained control over molecular generation. Our model outperforms state of the art autoregressive and diffusion-based methods on common benchmarks and in speed of generation. Here, we demonstrate DrugHIVEs capacity to accelerate a wide range of common drug design tasks such as de novo generation, molecular optimization, scaffold hopping, linker design, and high throughput pattern replacement. Our method is highly scalable and can be applied to high confidence AlphaFold predicted receptors, extending our ability to generate high quality drug-like molecules to a majority of the unsolved human proteome.
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Loh YY, Anantharajan J, Huang Q, Xu W, Fulwood J, Ng HQ, Ng EY, Gea CY, Choong ML, Tan QW, Koh X, Lim WH, Nacro K, Cherian J, Baburajendran N, Ke Z, Kang C. Identification of small-molecule binding sites of a ubiquitin-conjugating enzyme-UBE2T through fragment-based screening. Protein Sci 2024; 33:e4904. [PMID: 38358126 PMCID: PMC10868430 DOI: 10.1002/pro.4904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 01/03/2024] [Accepted: 01/04/2024] [Indexed: 02/16/2024]
Abstract
UBE2T is an attractive target for drug development due to its linkage with several types of cancers. However, the druggability of ubiquitin-conjugating E2 (UBE2T) is low because of the lack of a deep and hydrophobic pocket capable of forming strong binding interactions with drug-like small molecules. Here, we performed fragment screening using 19 F-nuclear magnetic resonance (NMR) and validated the hits with 1 H-15 N-heteronuclear single quantum coherence (HSQC) experiment and X-ray crystallographic studies. The cocrystal structures obtained revealed the binding modes of the hit fragments and allowed for the characterization of the fragment-binding sites. Further screening of structural analogues resulted in the identification of a compound series with inhibitory effect on UBE2T activity. Our current study has identified two new binding pockets in UBE2T, which will be useful for the development of small molecules to regulate the function of this protein. In addition, the compounds identified in this study can serve as chemical starting points for the development of UBE2T modulators.
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Affiliation(s)
- Yong Yao Loh
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Jothi Anantharajan
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Qiwei Huang
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Weijun Xu
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Justina Fulwood
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Hui Qi Ng
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Elizabeth Yihui Ng
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Chong Yu Gea
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Meng Ling Choong
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Qian Wen Tan
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Xiaoying Koh
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Wan Hsin Lim
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Kassoum Nacro
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Joseph Cherian
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Nithya Baburajendran
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - Zhiyuan Ke
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
| | - CongBao Kang
- Experimental Drug Development Centre (EDDC)Agency for Science, Technology and Research (A*STAR)SingaporeSingapore
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3
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Fousek-Schuller VJ, Borgstahl GEO. The Intriguing Mystery of RPA Phosphorylation in DNA Double-Strand Break Repair. Genes (Basel) 2024; 15:167. [PMID: 38397158 PMCID: PMC10888239 DOI: 10.3390/genes15020167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/23/2024] [Accepted: 01/25/2024] [Indexed: 02/25/2024] Open
Abstract
Human Replication Protein A (RPA) was historically discovered as one of the six components needed to reconstitute simian virus 40 DNA replication from purified components. RPA is now known to be involved in all DNA metabolism pathways that involve single-stranded DNA (ssDNA). Heterotrimeric RPA comprises several domains connected by flexible linkers and is heavily regulated by post-translational modifications (PTMs). The structure of RPA has been challenging to obtain. Various structural methods have been applied, but a complete understanding of RPA's flexible structure, its function, and how it is regulated by PTMs has yet to be obtained. This review will summarize recent literature concerning how RPA is phosphorylated in the cell cycle, the structural analysis of RPA, DNA and protein interactions involving RPA, and how PTMs regulate RPA activity and complex formation in double-strand break repair. There are many holes in our understanding of this research area. We will conclude with perspectives for future research on how RPA PTMs control double-strand break repair in the cell cycle.
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Affiliation(s)
| | - Gloria E. O. Borgstahl
- Eppley Institute for Research in Cancer & Allied Diseases, UNMC, Omaha, NE 68198-6805, USA
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Mukherjee A, Hossain Z, Erben E, Ma S, Choi JY, Kim HS. Identification of a small-molecule inhibitor that selectively blocks DNA-binding by Trypanosoma brucei replication protein A1. Nat Commun 2023; 14:4390. [PMID: 37474515 PMCID: PMC10359466 DOI: 10.1038/s41467-023-39839-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 06/30/2023] [Indexed: 07/22/2023] Open
Abstract
Replication Protein A (RPA) is a broadly conserved complex comprised of the RPA1, 2 and 3 subunits. RPA protects the exposed single-stranded DNA (ssDNA) during DNA replication and repair. Using structural modeling, we discover an inhibitor, JC-229, that targets RPA1 in Trypanosoma brucei, the causative parasite of African trypanosomiasis. The inhibitor is highly toxic to T. brucei cells, while mildly toxic to human cells. JC-229 treatment mimics the effects of TbRPA1 depletion, including DNA replication inhibition and DNA damage accumulation. In-vitro ssDNA-binding assays demonstrate that JC-229 inhibits the activity of TbRPA1, but not the human ortholog. Indeed, despite the high sequence identity with T. cruzi and Leishmania RPA1, JC-229 only impacts the ssDNA-binding activity of TbRPA1. Site-directed mutagenesis confirms that the DNA-Binding Domain A (DBD-A) in TbRPA1 contains a JC-229 binding pocket. Residue Serine 105 determines specific binding and inhibition of TbRPA1 but not T. cruzi and Leishmania RPA1. Our data suggest a path toward developing and testing highly specific inhibitors for the treatment of African trypanosomiasis.
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Affiliation(s)
- Aditi Mukherjee
- Public Health Research Institute, Rutgers Biomedical Health Sciences, Newark, NJ, 07103, USA
| | - Zakir Hossain
- Department of Chemistry and Biochemistry, Queens College, New York, NY, 11367, USA
| | - Esteban Erben
- Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín (UNSAM) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), San Martín, Provincia de Buenos Aires, Argentina
- Escuela de Bio y Nanotecnologías (EByN), Universidad Nacional de San Martín, San Martín, Provincia de Buenos Aires, Argentina
| | - Shuai Ma
- Ph.D. Program in Chemistry, The Graduate Center of the City University of New York, New York, NY, 10016, USA
| | - Jun Yong Choi
- Department of Chemistry and Biochemistry, Queens College, New York, NY, 11367, USA.
- Ph.D. Program in Chemistry, The Graduate Center of the City University of New York, New York, NY, 10016, USA.
- Ph.D. Program in Biochemistry, The Graduate Center of the City University of New York, New York, NY, 10016, USA.
| | - Hee-Sook Kim
- Public Health Research Institute, Rutgers Biomedical Health Sciences, Newark, NJ, 07103, USA.
- Department of Microbiology, Biochemistry, and Molecular Genetics, New Jersey Medical School, Rutgers Biomedical Health Sciences, Newark, NJ, 07103, USA.
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Grenier D, Audebert S, Preto J, Guichou JF, Krimm I. Linkers in fragment-based drug design: an overview of the literature. Expert Opin Drug Discov 2023; 18:987-1009. [PMID: 37466331 DOI: 10.1080/17460441.2023.2234285] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 07/05/2023] [Indexed: 07/20/2023]
Abstract
INTRODUCTION In fragment-based drug design, fragment linking is a popular strategy where two fragments binding to different sub-pockets of a target are linked together. This attractive method remains challenging especially due to the design of ideal linkers. AREAS COVERED The authors review the types of linkers and chemical reactions commonly used to the synthesis of linkers, including those utilized in protein-templated fragment self-assembly, where fragments are directly linked in the presence of the protein. Finally, they detail computational workflows and software including generative models that have been developed for fragment linking. EXPERT OPINION The authors believe that fragment linking offers key advantages for compound design, particularly for the design of bivalent inhibitors linking two distinct pockets of the same or different subunits. On the other hand, more studies are needed to increase the potential of protein-templated approaches in FBDD. Important computational tools such as structure-based de novo software are emerging to select suitable linkers. Fragment linking will undoubtedly benefit from developments in computational approaches and machine learning models.
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Affiliation(s)
- Dylan Grenier
- Team Small Molecules for Biological Targets, Centre de Recherche En Cancérologie (CRCL) - INSERM 1052 - CNRS 5286 - Centre Léon Bérard - Université Claude Bernard Lyon 1, Institut Convergence Plascan, Lyon, France
| | - Solène Audebert
- Centre de Biologie Structurale, CNRS, INSERM, Univ. Montpellier, Montpellier, France
| | - Jordane Preto
- Team Small Molecules for Biological Targets, Centre de Recherche En Cancérologie (CRCL) - INSERM 1052 - CNRS 5286 - Centre Léon Bérard - Université Claude Bernard Lyon 1, Institut Convergence Plascan, Lyon, France
| | - Jean-François Guichou
- Centre de Biologie Structurale, CNRS, INSERM, Univ. Montpellier, Montpellier, France
| | - Isabelle Krimm
- Team Small Molecules for Biological Targets, Centre de Recherche En Cancérologie (CRCL) - INSERM 1052 - CNRS 5286 - Centre Léon Bérard - Université Claude Bernard Lyon 1, Institut Convergence Plascan, Lyon, France
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Alam MJ, Alam O, Naim MJ, Nawaz F, Manaithiya A, Imran M, Thabet HK, Alshehri S, Ghoneim MM, Alam P, Shakeel F. Recent Advancement in Drug Design and Discovery of Pyrazole Biomolecules as Cancer and Inflammation Therapeutics. Molecules 2022; 27. [PMID: 36557840 DOI: 10.3390/molecules27248708] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 11/27/2022] [Accepted: 12/01/2022] [Indexed: 12/13/2022]
Abstract
Pyrazole, an important pharmacophore and a privileged scaffold of immense significance, is a five-membered heterocyclic moiety with an extensive therapeutic profile, viz., anti-inflammatory, anti-microbial, anti-anxiety, anticancer, analgesic, antipyretic, etc. Due to the expansion of pyrazolecent red pharmacological molecules at a quicker pace, there is an urgent need to put emphasis on recent literature with hitherto available information to recognize the status of this scaffold for pharmaceutical research. The reported potential pyrazole-containing compounds are highlighted in the manuscript for the treatment of cancer and inflammation, and the results are mentioned in % inhibition of inflammation, % growth inhibition, IC50, etc. Pyrazole is an important heterocyclic moiety with a strong pharmacological profile, which may act as an important pharmacophore for the drug discovery process. In the struggle to cultivate suitable anti-inflammatory and anticancer agents, chemists have now focused on pyrazole biomolecules. This review conceals the recent expansion of pyrazole biomolecules as anti-inflammatory and anticancer agents with an aim to provide better correlation among different research going around the world.
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Kwon S, Seok C. CSAlign and CSAlign-Dock: Structure alignment of ligands considering full flexibility and application to protein-ligand docking. Comput Struct Biotechnol J 2022; 21:1-10. [PMID: 36514334 PMCID: PMC9719078 DOI: 10.1016/j.csbj.2022.11.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 11/22/2022] [Accepted: 11/23/2022] [Indexed: 11/27/2022] Open
Abstract
Structure prediction of protein-ligand complexes, called protein-ligand docking, is a critical computational technique that can be used to understand the underlying principle behind the protein functions at the atomic level and to design new molecules regulating the functions. Protein-ligand docking methods have been employed in structure-based drug discovery for hit discovery and lead optimization. One of the important technical challenges in protein-ligand docking is to account for protein conformational changes induced by ligand binding. A small change such as a single side-chain rotation upon ligand binding can hinder accurate docking. Here we report an increase in docking performance achieved by structure alignment to known complex structures. First, a fully flexible compound-to-compound alignment method CSAlign is developed by global optimization of a shape score. Next, the alignment method is combined with a docking algorithm to dock a new ligand to a target protein when a reference protein-ligand complex structure is available. This alignment-based docking method, called CSAlign-Dock, showed superior performance to ab initio docking methods in cross-docking benchmark tests. Both CSAlign and CSAlign-Dock are freely available as a web server at https://galaxy.seoklab.org/csalign.
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Affiliation(s)
- Sohee Kwon
- Department of Chemistry, Seoul National University, Seoul 08826, South Korea
- Galux Inc, Seoul 08738, South Korea
| | - Chaok Seok
- Department of Chemistry, Seoul National University, Seoul 08826, South Korea
- Galux Inc, Seoul 08738, South Korea
- Corresponding author.
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8
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Bedwell E, McCarthy WJ, Coyne AG, Abell C. Development of potent inhibitors by fragment-linking strategies. Chem Biol Drug Des 2022; 100:469-486. [PMID: 35854428 DOI: 10.1111/cbdd.14120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/12/2022] [Accepted: 07/17/2022] [Indexed: 11/29/2022]
Abstract
Fragment-based drug discovery (FBDD) is a method of identifying small molecule hits that can be elaborated rationally through fragment growing, merging, and linking, to afford high affinity ligands for biological targets. Despite the promised theoretical potential of fragment linking, examples are still surprisingly sparse and remain overshadowed by the successes of fragment growing. The aim of this review is to outline a number of key examples of fragment linking strategies and discuss their strengths and limitations. Structure-based approaches including X-ray crystallography and in silico methods fragment optimisation are discussed, as well as fragment linking guided by NMR experiments. Target-guided approaches, exploiting the biological target to assemble its own inhibitors through dynamic combinatorial chemistry (DCC) and kinetic target-guided synthesis (KTGS), are identified as alternative efficient methods for fragment linking.
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Affiliation(s)
- Elizabeth Bedwell
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambrdige, United Kingdom
| | - William J McCarthy
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambrdige, United Kingdom
| | - Anthony G Coyne
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambrdige, United Kingdom
| | - Chris Abell
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambrdige, United Kingdom
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9
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Kozlyuk N, Gilston BA, Salay LE, Gogliotti RD, Christov PP, Kim K, Ovee M, Waterson AG, Chazin WJ. A fragment-based approach to discovery of Receptor for Advanced Glycation End products inhibitors. Proteins 2021; 89:1399-1412. [PMID: 34156100 DOI: 10.1002/prot.26162] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Revised: 05/27/2021] [Accepted: 06/08/2021] [Indexed: 11/12/2022]
Abstract
The Receptor for Advanced Glycation End products (RAGE) is a pattern recognition receptor that signals for inflammation via the NF-κB pathway. RAGE has been pursued as a potential target to suppress symptoms of diabetes and is of interest in a number of other diseases associated with chronic inflammation, such as inflammatory bowel disease and bronchopulmonary dysplasia. Screening and optimization have previously produced small molecules that inhibit the activity of RAGE in cell-based assays, but efforts to develop a therapeutically viable direct-binding RAGE inhibitor have yet to be successful. Here, we show that a fragment-based approach can be applied to discover fundamentally new types of RAGE inhibitors that specifically target the ligand-binding surface. A series of systematic assays of structural stability, solubility, and crystallization were performed to select constructs of the RAGE ligand-binding domain and optimize conditions for NMR-based screening and co-crystallization of RAGE with hit fragments. An NMR-based screen of a highly curated ~14 000-member fragment library produced 21 fragment leads. Of these, three were selected for elaboration based on structure-activity relationships generated through cycles of structural analysis by X-ray crystallography, structure-guided design principles, and synthetic chemistry. These results, combined with crystal structures of the first linked fragment compounds, demonstrate the applicability of the fragment-based approach to the discovery of RAGE inhibitors.
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Affiliation(s)
- Natalia Kozlyuk
- Department of Biochemistry, Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Benjamin A Gilston
- Department of Biochemistry, Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Lauren E Salay
- Department of Biochemistry, Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Rocco D Gogliotti
- Chemical Synthesis Core, Vanderbilt University, Nashville, Tennessee, USA
| | - Plamen P Christov
- Chemical Synthesis Core, Vanderbilt University, Nashville, Tennessee, USA
| | - Kwangho Kim
- Chemical Synthesis Core, Vanderbilt University, Nashville, Tennessee, USA
| | - Mohiuddin Ovee
- Department of Biochemistry, Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Alex G Waterson
- Chemical Synthesis Core, Vanderbilt University, Nashville, Tennessee, USA.,Department of Chemistry, Vanderbilt University, Nashville, Tennessee, USA.,Department of Pharmacology, Vanderbilt University, Nashville, Tennessee, USA
| | - Walter J Chazin
- Department of Biochemistry, Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA.,Department of Chemistry, Vanderbilt University, Nashville, Tennessee, USA
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Teng Q, Sun G, Luo S, Wang K, Liang F. Design, syntheses and antitumor activities evaluation of 1,5‐diaryl substituted pyrazole secnidazole ester derivatives. J Heterocycl Chem 2021. [DOI: 10.1002/jhet.4302] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Qing‐Hu Teng
- Guangxi Key Laboratory of Electrochemical and Magnetochemical Functional Materials, College of Chemistry and Bioengineering Guilin University of Technology Guilin China
| | - Gui‐Xia Sun
- Guangxi Key Laboratory of Electrochemical and Magnetochemical Functional Materials, College of Chemistry and Bioengineering Guilin University of Technology Guilin China
| | - Shu‐Ying Luo
- Guangxi Key Laboratory of Electrochemical and Magnetochemical Functional Materials, College of Chemistry and Bioengineering Guilin University of Technology Guilin China
| | - Kai Wang
- Guangxi Key Laboratory of Electrochemical and Magnetochemical Functional Materials, College of Chemistry and Bioengineering Guilin University of Technology Guilin China
| | - Fu‐Pei Liang
- Guangxi Key Laboratory of Electrochemical and Magnetochemical Functional Materials, College of Chemistry and Bioengineering Guilin University of Technology Guilin China
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DeLeeuw LW, Monsen RC, Petrauskas V, Gray RD, Baranauskiene L, Matulis D, Trent JO, Chaires JB. POT1 stability and binding measured by fluorescence thermal shift assays. PLoS One 2021; 16:e0245675. [PMID: 33784306 DOI: 10.1371/journal.pone.0245675] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 03/03/2021] [Indexed: 11/19/2022] Open
Abstract
The protein POT1 (Protection of Telomeres 1) is an integral part of the shelterin complex that protects the ends of human chromosomes from degradation or end fusions. It is the only component of shelterin that binds single-stranded DNA. We describe here the application of two separate fluorescent thermal shift assays (FTSA) that provide quantitative biophysical characterization of POT1 stability and its interactions. The first assay uses Sypro Orange™ and monitors the thermal stability of POT1 and its binding under a variety of conditions. This assay is useful for the quality control of POT1 preparations, for biophysical characterization of its DNA binding and, potentially, as an efficient screening tool for binding of small molecule drug candidates. The second assay uses a FRET-labeled human telomeric G-quadruplex structure that reveals the effects of POT1 binding on thermal stability from the DNA frame of reference. These complementary assays provide efficient biophysical approaches for the quantitative characterization of multiple aspects of POT1 structure and function. The results from these assays provide thermodynamics details of POT1 folding, the sequence selectivity of its DNA binding and the thermodynamic profile for its binding to its preferred DNA binding sequence. Most significantly, results from these assays elucidate two mechanisms for the inhibition of POT1 -DNA interactions. The first is by competitive inhibition at the POT1 DNA binding site. The second is indirect and is by stabilization of G-quadruplex formation within the normal POT1 single-stranded DNA sequence to prevent POT1 binding.
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12
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Mor S, Khatri M, Punia R, Sindhu S. Recent Progress on Anticancer Agents Incorporating Pyrazole Scaffold. Mini Rev Med Chem 2021; 22:115-163. [PMID: 33823764 DOI: 10.2174/1389557521666210325115218] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 02/01/2021] [Accepted: 02/07/2021] [Indexed: 11/22/2022]
Abstract
The search of new anticancer agents is considered as a dynamic field of medicinal chemistry. In recent years, the synthesis of compounds with anticancer potential has increased and a large number of structurally varied compounds displaying potent anticancer activities have been published. Pyrazole is an important biologically active scaffold that possessed nearly all types of biological activities. The aim of this review is to collate literature work reported by researchers to provide an overview on in vivo and in vitro anticancer activities of pyrazole based derivatives among the diverse biological activities displayed by them and also presents recent efforts made on this heterocyclic moiety regarding anticancer activities. This review has been driven from the increasing number of publications, on this issue, which have been reported in the literature since the ending of the 20th century (from 1995-to date).
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Affiliation(s)
- Satbir Mor
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar-125001, Haryana. India
| | - Mohini Khatri
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar-125001, Haryana. India
| | - Ravinder Punia
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar-125001, Haryana. India
| | - Suchita Sindhu
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar-125001, Haryana. India
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Abstract
During the past decades, solution nuclear magnetic resonance (NMR) spectroscopy has demonstrated itself as a promising tool in drug discovery. Especially, fragment-based drug discovery (FBDD) has benefited a lot from the NMR development. Multiple candidate compounds and FDA-approved drugs derived from FBDD have been developed with the assistance of NMR techniques. NMR has broad applications in different stages of the FBDD process, which includes fragment library construction, hit generation and validation, hit-to-lead optimization and working mechanism elucidation, etc. In this manuscript, we reviewed the current progresses of NMR applications in fragment-based drug discovery, which were illustrated by multiple reported cases. Moreover, the NMR applications in protein-protein interaction (PPI) modulators development and the progress of in-cell NMR for drug discovery were also briefly summarized.
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Yu HS, Modugula K, Ichihara O, Kramschuster K, Keng S, Abel R, Wang L. General Theory of Fragment Linking in Molecular Design: Why Fragment Linking Rarely Succeeds and How to Improve Outcomes. J Chem Theory Comput 2021; 17:450-462. [PMID: 33372778 DOI: 10.1021/acs.jctc.0c01004] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Linking two fragments binding in nearby subpockets together has become an important technique in fragment-based drug discovery to optimize the binding potency of fragment hits. Despite the expected favorable translational and orientational entropic contribution to the binding free energy of the linked molecule, brute force enumeration of chemical linker for linking fragments is rarely successful, and the vast majority of linked molecules do not exhibit the expected gains of binding potency. In this paper, we examine the physical factors that contribute to the change of binding free energy from fragment linking and develop a method to rigorously calculate these different physical contributions. We find from these analyses that multiple confounding factors make successful fragment linking strategies rare, including (1) possible change of the binding mode of the fragments in the linked state compared to separate binding of the fragments, (2) unfavorable intramolecular strain energy of the bioactive conformation of the linked molecule, (3) unfavorable interaction between the linker and the protein, (4) favorable interaction energies between two fragments in solution when not chemically linked that offset the expected entropy loss for the formation of fragment pair, (5) complex compensating configurational entropic effects beyond the simplistic rotational and translational analysis. We here have applied a statistically mechanically rigorous approach to compute the fragment linking coefficients of 10 pharmaceutically interesting systems and quantify the contribution of each physical component to the binding free energy of the linked molecule. Based on these studies, we have found that the change in the relative configurational entropy of the two fragments in the protein binding pocket (a term neglected to our knowledge in all previous analyses) substantially offsets the favorable expected rotational and translational entropic contributions to the binding free energy of the linked molecule. This configurational restriction of the fragments in the binding pocket of the proteins is found to be, in our analysis, the dominant reason why most fragment linking strategies do not exhibit the expected gains of binding potency. These findings have further provided rich physical insights, which we expect should facilitate more successful fragment linking strategies to be formulated in the future.
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Affiliation(s)
- Haoyu S Yu
- Schrodinger, Inc., 120 West 45th Street, New York, New York 10036, United States
| | - Kalyan Modugula
- D. E. Shaw India Private Ltd., Plot No. 573, Jubilee Hills, Hyderabad, Telangana 500096, India
| | - Osamu Ichihara
- Schrodinger, K.K., 13F Marunouchi Trust Tower North, Chiyoda-ku, Tokyo 100-0005, Japan
| | - Kimberly Kramschuster
- Schrodinger, Inc., 101 SW Main Street, Suite 1300, Portland, Oregon 97204, United States
| | - Simon Keng
- Schrodinger, Inc., 101 SW Main Street, Suite 1300, Portland, Oregon 97204, United States
| | - Robert Abel
- Schrodinger, Inc., 120 West 45th Street, New York, New York 10036, United States
| | - Lingle Wang
- Schrodinger, Inc., 120 West 45th Street, New York, New York 10036, United States
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15
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Lee S, Heo J, Park CJ. Determinants of replication protein A subunit interactions revealed using a phosphomimetic peptide. J Biol Chem 2020; 295:18449-18458. [PMID: 33127641 PMCID: PMC7939470 DOI: 10.1074/jbc.ra120.016457] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 10/30/2020] [Indexed: 11/23/2022] Open
Abstract
Replication protein A (RPA) is a eukaryotic ssDNA-binding protein and contains three subunits: RPA70, RPA32, and RPA14. Phosphorylation of the N-terminal region of the RPA32 subunit plays an essential role in DNA metabolism in processes such as replication and damage response. Phosphorylated RPA32 (pRPA32) binds to RPA70 and possibly regulates the transient RPA70-Bloom syndrome helicase (BLM) interaction to inhibit DNA resection. However, the structural details and determinants of the phosphorylated RPA32-RPA70 interaction are still unknown. In this study, we provide molecular details of the interaction between RPA70 and a mimic of phosphorylated RPA32 (pmRPA32) using fluorescence polarization and NMR analysis. We show that the N-terminal domain of RPA70 (RPA70N) specifically participates in pmRPA32 binding, whereas the unphosphorylated RPA32 does not bind to RPA70N. Our NMR data revealed that RPA70N binds pmRPA32 using a basic cleft region. We also show that at least 6 negatively charged residues of pmRPA32 are required for RPA70N binding. By introducing alanine mutations into hydrophobic positions of pmRPA32, we found potential points of contact between RPA70N and the N-terminal half of pmRPA32. We used this information to guide docking simulations that suggest the orientation of pmRPA32 in complex with RPA70N. Our study demonstrates detailed features of the domain-domain interaction between RPA70 and RPA32 upon phosphorylation. This result provides insight into how phosphorylation tunes transient bindings between RPA and its partners in DNA resection.
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Affiliation(s)
- Sungjin Lee
- Department of Chemistry, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea
| | - Jeongbeen Heo
- Department of Chemistry, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea
| | - Chin-Ju Park
- Department of Chemistry, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea.
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16
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Dueva R, Iliakis G. Replication protein A: a multifunctional protein with roles in DNA replication, repair and beyond. NAR Cancer 2020; 2:zcaa022. [PMID: 34316690 PMCID: PMC8210275 DOI: 10.1093/narcan/zcaa022] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 08/23/2020] [Accepted: 08/27/2020] [Indexed: 02/07/2023] Open
Abstract
Single-stranded DNA (ssDNA) forms continuously during DNA replication and is an important intermediate during recombination-mediated repair of damaged DNA. Replication protein A (RPA) is the major eukaryotic ssDNA-binding protein. As such, RPA protects the transiently formed ssDNA from nucleolytic degradation and serves as a physical platform for the recruitment of DNA damage response factors. Prominent and well-studied RPA-interacting partners are the tumor suppressor protein p53, the RAD51 recombinase and the ATR-interacting proteins ATRIP and ETAA1. RPA interactions are also documented with the helicases BLM, WRN and SMARCAL1/HARP, as well as the nucleotide excision repair proteins XPA, XPG and XPF–ERCC1. Besides its well-studied roles in DNA replication (restart) and repair, accumulating evidence shows that RPA is engaged in DNA activities in a broader biological context, including nucleosome assembly on nascent chromatin, regulation of gene expression, telomere maintenance and numerous other aspects of nucleic acid metabolism. In addition, novel RPA inhibitors show promising effects in cancer treatment, as single agents or in combination with chemotherapeutics. Since the biochemical properties of RPA and its roles in DNA repair have been extensively reviewed, here we focus on recent discoveries describing several non-canonical functions.
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Affiliation(s)
- Rositsa Dueva
- Institute of Medical Radiation Biology, University of Duisburg-Essen Medical School, 45122 Essen, Germany
| | - George Iliakis
- Institute of Medical Radiation Biology, University of Duisburg-Essen Medical School, 45122 Essen, Germany
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17
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Abstract
Fragment-based drug discovery (FBDD) is a powerful method to develop potent small-molecule compounds starting from fragments binding weakly to targets. As FBDD exhibits several advantages over high-throughput screening campaigns, it becomes an attractive strategy in target-based drug discovery. Many potent compounds/inhibitors of diverse targets have been developed using this approach. Methods used in fragment screening and understanding fragment-binding modes are critical in FBDD. This review elucidates fragment libraries, methods utilized in fragment identification/confirmation, strategies applied in growing the identified fragments into drug-like lead compounds, and applications of FBDD to different targets. As FBDD can be readily carried out through different biophysical and computer-based methods, it will play more important roles in drug discovery.
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Affiliation(s)
- Qingxin Li
- Guangdong Provincial Engineering Laboratory of Biomass High Value Utilization, Guangdong Provincial Bioengineering Institute, Guangzhou Sugarcane Industry Research Institute, Guangdong Academy of Sciences, Guangzhou, China
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18
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Affiliation(s)
- Alexandre Bancet
- EA 4446 Bioactive Molecules and Medicinal Chemistry, Faculté de Pharmacie, ISPB, SFR Santé Lyon-Est CNRS UMS3453, INSERM US7, Université de Lyon, Université Claude Bernard Lyon 1, 69373 Lyon Cedex 8, France
- Centre de RMN à Très Hauts Champs, Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS, 5 Rue de la Doua, F-69100 Villeurbanne, France
| | - Claire Raingeval
- Centre de RMN à Très Hauts Champs, Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS, 5 Rue de la Doua, F-69100 Villeurbanne, France
| | - Thierry Lomberget
- EA 4446 Bioactive Molecules and Medicinal Chemistry, Faculté de Pharmacie, ISPB, SFR Santé Lyon-Est CNRS UMS3453, INSERM US7, Université de Lyon, Université Claude Bernard Lyon 1, 69373 Lyon Cedex 8, France
| | - Marc Le Borgne
- EA 4446 Bioactive Molecules and Medicinal Chemistry, Faculté de Pharmacie, ISPB, SFR Santé Lyon-Est CNRS UMS3453, INSERM US7, Université de Lyon, Université Claude Bernard Lyon 1, 69373 Lyon Cedex 8, France
| | | | - Isabelle Krimm
- Centre de RMN à Très Hauts Champs, Université de Lyon, CNRS, Université Claude Bernard Lyon 1, ENS, 5 Rue de la Doua, F-69100 Villeurbanne, France
- Centre de Recherche en Cancérologie de Lyon, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Centre Léon Bérard, 69008 Lyon, France
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19
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Gavande NS, VanderVere-Carozza PS, Pawelczak KS, Vernon TL, Jordan MR, Turchi JJ. Structure-Guided Optimization of Replication Protein A (RPA)-DNA Interaction Inhibitors. ACS Med Chem Lett 2020; 11:1118-1124. [PMID: 32550990 DOI: 10.1021/acsmedchemlett.9b00440] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 01/02/2020] [Indexed: 12/12/2022] Open
Abstract
Replication protein A (RPA) is the major human single stranded DNA (ssDNA)-binding protein, playing essential roles in DNA replication, repair, recombination, and DNA-damage response (DDR). Inhibition of RPA-DNA interactions represents a therapeutic strategy for cancer drug discovery and has great potential to provide single agent anticancer activity and to synergize with both common DNA damaging chemotherapeutics and newer targeted anticancer agents. In this letter, a new series of analogues based on our previously reported TDRL-551 (4) compound were designed to improve potency and physicochemical properties. Molecular docking studies guided molecular insights, and further SAR exploration led to the identification of a series of novel compounds with low micromolar RPA inhibitory activity, increased solubility, and excellent cellular up-take. Among a series of analogues, compounds 43, 44, 45, and 46 hold promise for further development of novel anticancer agents.
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Affiliation(s)
- Navnath S. Gavande
- Department of Medicine, Indiana University School of Medicine (IUSM), Indianapolis, Indiana 46202, United States
- Department of Pharmaceutical Sciences, Wayne State University College of Pharmacy and Health Sciences, Detroit, Michigan 48201, United States
| | - Pamela S. VanderVere-Carozza
- Department of Medicine, Indiana University School of Medicine (IUSM), Indianapolis, Indiana 46202, United States
| | - Katherine S. Pawelczak
- NERx Biosciences, 212 W 10th Street Suite A480, Indianapolis, Indiana 46202, United States
| | - Tyler L. Vernon
- Department of Medicine, Indiana University School of Medicine (IUSM), Indianapolis, Indiana 46202, United States
| | - Matthew R. Jordan
- Department of Medicine, Indiana University School of Medicine (IUSM), Indianapolis, Indiana 46202, United States
| | - John J. Turchi
- Department of Medicine, Indiana University School of Medicine (IUSM), Indianapolis, Indiana 46202, United States
- NERx Biosciences, 212 W 10th Street Suite A480, Indianapolis, Indiana 46202, United States
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine (IUSM), Indianapolis, Indiana 46202, United States
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20
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Amir M, Mohammad T, Dohare R, Islam A, Ahmad F, Imtaiyaz Hassan M. Structure, function and therapeutic implications of OB-fold proteins: A lesson from past to present. Brief Funct Genomics 2020; 19:377-389. [PMID: 32393969 DOI: 10.1093/bfgp/elaa008] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Oligonucleotide/oligosaccharide-binding (OB)-fold proteins play essential roles in the regulation of genome and its correct transformation to the subsequent generation. To maintain the genomic stability, OB-fold proteins are implicated in various cellular processes including DNA replication, DNA repair, cell cycle regulation and maintenance of telomere. The diverse functional spectrums of OB-fold proteins are mainly due to their involvement in protein-DNA and protein-protein complexes. Mutations and consequential structural alteration in the OB-fold proteins often lead to severe diseases. Here, we have investigated the structure, function and mode of action of OB-fold proteins (RPA, BRCA2, DNA ligases and SSBs1/2) in cellular pathways and their relationship with diseases and their possible use in therapeutic intervention. Due to the crucial role of OB-fold proteins in regulating the key physiological process, a detailed structural understanding in the context of underlying mechanism of action and cellular complexity offers a new avenue to target OB-proteins for therapeutic intervention.
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21
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Dalinger AI, Medved’ko AV, Balalaeva AI, Vatsadze IА, Dalinger IL, Vatsadze SZ. Synthesis of Novel Azides and Triazoles on the Basis of 1н-Pyrazole-3(5)-Carboxylic Acids. Chem Heterocycl Compd (N Y) 2020. [DOI: 10.1007/s10593-020-02643-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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22
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Bennani FE, Doudach L, Cherrah Y, Ramli Y, Karrouchi K, Ansar M, Faouzi MEA. Overview of recent developments of pyrazole derivatives as an anticancer agent in different cell line. Bioorg Chem 2019; 97:103470. [PMID: 32120072 DOI: 10.1016/j.bioorg.2019.103470] [Citation(s) in RCA: 115] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Revised: 11/21/2019] [Accepted: 11/22/2019] [Indexed: 02/06/2023]
Abstract
Pyrazole is a five-membered aromatic heterocyclic ring with two adjacent nitrogen atoms C3H3N2H.The presence of this nucleus in pharmacological agents of various therapeutic categories gifts a broad spectrum of biological activities and pharmaceuticals that contain pyrazole like celecoxib (anti-inflammatory), CDPPB (antipsychotic), Rimonabant (anti-obesity), Difenamizole, (Analgesic), Betazole (H2 receptor agonist), Fezolamide (Antidepressant), etc… The pharmacological potential of the pyrazole fraction is proved in many publication where they synthesized and evaluated pyrazoles against several biological agents. The aim of this article review is to survey recent works linking pyrazole structures to anticancer activities corresponding to 9 different type of cancer.
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Affiliation(s)
- Fatima Ezzahra Bennani
- Laboratory of Pharmacology and Toxicology, Bio Pharmaceutical and Toxicological Analysis Research Team, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, BP 6203, Rabat, Morocco; Laboratory of Therapeutic Chemistry, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, BP 6203, Rabat, Morocco.
| | - Latifa Doudach
- Department of Biomedical Engineering Medical Physiology, Higher School of Technical Education of Rabat, Mohammed V University in Rabat, BP 6203 Rabat, Morocco
| | - Yahia Cherrah
- Laboratory of Pharmacology and Toxicology, Bio Pharmaceutical and Toxicological Analysis Research Team, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, BP 6203, Rabat, Morocco
| | - Youssef Ramli
- Laboratory of Therapeutic Chemistry, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, BP 6203, Rabat, Morocco
| | - Khalid Karrouchi
- Laboratory of Therapeutic Chemistry, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, BP 6203, Rabat, Morocco
| | - M'hammed Ansar
- Laboratory of Therapeutic Chemistry, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, BP 6203, Rabat, Morocco
| | - My El Abbes Faouzi
- Laboratory of Pharmacology and Toxicology, Bio Pharmaceutical and Toxicological Analysis Research Team, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, BP 6203, Rabat, Morocco
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23
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Abstract
Introduction: The development of drug candidates with a defined selectivity profile and a unique molecular structure is of fundamental interest for drug discovery. In contrast to the costly screening of large substance libraries, the targeted de novo design of a drug by using structural information of either the biological target and/or structure-activity relationship data of active modulators offers an efficient and intellectually appealing alternative. Areas covered: This review provides an overview on the different techniques of de novo drug design (ligand-based drug design, structure-based drug design, and fragment-based drug design) and highlights successful examples of this targeted approach toward selective modulators of therapeutically relevant targets. Expert opinion: De novo drug design has established itself as a very efficient method for the development of potent and selective modulators for a variety of different biological target classes. The ever-growing wealth of structural data on therapeutic targets will certainly further enhance the importance of de novo design for the drug discovery process in the future. However, a consistent use of the terminology of de novo drug design in the scientific literature should be sought.
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Affiliation(s)
- Thomas Fischer
- a Center of Organic and Medicinal Chemistry, Institute of Chemistry and Biotechnology , Zurich University of Applied Sciences ZHAW , Wädenswil , Switzerland
| | - Silvia Gazzola
- b Dipartimento di Scienza e Alta Tecnologia , Università degli Studi dell'Insubria , Como , Italy
| | - Rainer Riedl
- a Center of Organic and Medicinal Chemistry, Institute of Chemistry and Biotechnology , Zurich University of Applied Sciences ZHAW , Wädenswil , Switzerland
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24
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Byrne BM, Oakley GG. Replication protein A, the laxative that keeps DNA regular: The importance of RPA phosphorylation in maintaining genome stability. Semin Cell Dev Biol 2018; 86:112-120. [PMID: 29665433 DOI: 10.1016/j.semcdb.2018.04.005] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 03/30/2018] [Accepted: 04/06/2018] [Indexed: 11/25/2022]
Abstract
The eukaryotic ssDNA-binding protein, Replication protein A (RPA), was first discovered almost three decades ago. Since then, much progress has been made to elucidate the critical roles for RPA in DNA metabolic pathways that help promote genomic stability. The canonical RPA heterotrimer (RPA1-3) is an essential coordinator of DNA metabolism that interacts with ssDNA and numerous protein partners to coordinate its roles in DNA replication, repair, recombination and telomere maintenance. An alternative form of RPA, termed aRPA, is formed by a complex of RPA4 with RPA1 and RPA3. aRPA is expressed differentially in cells compared to canonical RPA and has been shown to inhibit canonical RPA function while allowing for regular maintenance of cell viability. Interestingly, while aRPA is defective in DNA replication and cell cycle progression, it was shown to play a supporting role in nucleotide excision repair and recombination. The binding domains of canonical RPA interact with a growing number of partners involved in numerous genome maintenance processes. The protein interactions of the RPA-ssDNA complex are not only governed by competition between the binding proteins but also by post-translation modifications such as phosphorylation. Phosphorylation of RPA2 is an important post-translational modification of the RPA complex, and is essential for directing context-specific functions of the RPA complex in the DNA damage response. Due to the importance of RPA in cellular metabolism, it was identified as an appealing target for chemotherapeutic drug development that could be used in future cancer treatment regimens.
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Affiliation(s)
- Brendan M Byrne
- University of Nebraska Medical Center Department of Oral Biology, Lincoln NE, USA.
| | - Gregory G Oakley
- University of Nebraska Medical Center Department of Oral Biology, Lincoln NE, USA; Eppley Cancer Center, Omaha NE, USA.
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25
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Çınaroğlu SS, Timuçin E. In silico identification of inhibitors targeting N-Terminal domain of human Replication Protein A. J Mol Graph Model 2019; 86:149-59. [PMID: 30366191 DOI: 10.1016/j.jmgm.2018.10.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Revised: 10/08/2018] [Accepted: 10/09/2018] [Indexed: 12/29/2022]
Abstract
Replication Protein A (RPA) mediates DNA Damage Response (DDR) pathways through protein-protein interactions (PPIs). Targeting the PPIs formed between RPA and other DNA Damage Response (DDR) mediators has become an intriguing area of research for cancer drug discovery. A number of studies applied different methods ranging from high throughput screening approaches to fragment-based drug design tools to discover RPA inhibitors. Although these methods are robust, virtual screening approaches may be allocated as an alternative to such experimental methods, especially for screening of large libraries. Here we report the comprehensive screening of the large database, ZINC15 composed of ∼750 M compounds and the comparison of the identified ligands with the previously known inhibitors by means of binding affinity and drug-likeness. Initially, a ligand library sharing similarity with a promising inhibitor of the N-terminal domain of the RPA70 subunit (RPA70N) was generated by screening of the ZINC15 library. 46,999 ligands were collected and screened by LeDock which produced a satisfactory correlation with the experimental values (R2 = 0.77). 10 of the top-scoring ligands in LeDock were directly progressed to molecular dynamics (MD) simulations, while 10 additional ligands were also selected based on their LeDock scores and the presence of a functional group that could interact with the key amino acids in the RPA70N cleft. MD simulations were used to predict the binding free energy of the ligands by the MM-PBSA method which produced a high level of agreement with the experiments (R2 = 0.85). Binding free energy predictions pointed out 2 ligands with higher binding affinity than any of the reference inhibitors. Particularly the ligand ZINC000753854163 exhibited superior drug-likeness features than any of the known inhibitors. Overall, this study reports ZINC000753854163 as a possible inhibitor of RPA70N, reflecting its possible use in RPA70N targeted cancer therapy.
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26
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Kang D, Lee S, Ryu K, Cheong H, Kim E, Park C. Interaction of replication protein A with two acidic peptides from human Bloom syndrome protein. FEBS Lett 2018; 592:547-558. [DOI: 10.1002/1873-3468.12992] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Revised: 01/09/2018] [Accepted: 01/24/2018] [Indexed: 11/09/2022]
Affiliation(s)
- Donguk Kang
- Department of Chemistry Gwangju Institute of Science and Technology Gwangju, Korea
| | - Sungjin Lee
- Department of Chemistry Gwangju Institute of Science and Technology Gwangju, Korea
| | | | | | - Eun‐Hee Kim
- Division of Magnetic Resonance KBSI Chungbuk Korea
| | - Chin‐Ju Park
- Department of Chemistry Gwangju Institute of Science and Technology Gwangju, Korea
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27
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Bigatti M, Dal Corso A, Vanetti S, Cazzamalli S, Rieder U, Scheuermann J, Neri D, Sladojevich F. Impact of a Central Scaffold on the Binding Affinity of Fragment Pairs Isolated from DNA-Encoded Self-Assembling Chemical Libraries. ChemMedChem 2017; 12:1748-1752. [PMID: 28944578 DOI: 10.1002/cmdc.201700569] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Indexed: 12/19/2022]
Abstract
The screening of encoded self-assembling chemical libraries allows the identification of fragment pairs that bind to adjacent pockets on target proteins of interest. For practical applications, it is necessary to link these ligand pairs into discrete organic molecules, devoid of any nucleic acid component. Here we describe the discovery of a synergistic binding pair for acid alpha-1 glycoprotein and a chemical strategy for the identification of optimal linkers, connecting the two fragments. The procedure yielded a set of small organic ligands, the best of which exhibited a dissociation constant of 9.9 nm, as measured in solution by fluorescence polarization.
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Affiliation(s)
| | - Alberto Dal Corso
- Institute of Pharmaceutical Sciences, ETH Zürich, 8093, Zürich, Switzerland
| | | | - Samuele Cazzamalli
- Institute of Pharmaceutical Sciences, ETH Zürich, 8093, Zürich, Switzerland
| | | | - Jörg Scheuermann
- Institute of Pharmaceutical Sciences, ETH Zürich, 8093, Zürich, Switzerland
| | - Dario Neri
- Institute of Pharmaceutical Sciences, ETH Zürich, 8093, Zürich, Switzerland
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28
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Kiselev MA, Igidov NM, Chernov IN, Toksarova YS, Rubtsov AE. Chemistry of iminofurans: XIV. Ring opening of 5-substituted furan-2,3-dione 3-benzoylhydrazones by the action of aromatic and heterocyclic amines. Russ J Org Chem 2017. [DOI: 10.1134/s1070428017060173] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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29
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Abstract
Cancer is the leading cause of death worldwide. Almost 50% of all cancer patients undergo radiation therapy (RT) during treatment, with varying success. The main goal of RT is to kill tumor cells by damaging their DNA irreversibly while sparing the surrounding normal tissue. The outcome of RT is often determined by how tumors recognize and repair their damaged DNA. A growing body of evidence suggests that tumors often show abnormal expression of DNA double-strand break (DSB) repair genes that are absent from normal cells. Defects in a specific DNA repair pathway make tumor cells overly dependent on alternative or backup pathways to repair their damaged DNA. These tumor cell-specific abnormalities in the DNA damage response (DDR) machinery can potentially be used as biomarkers for treatment outcomes or as targets for sensitization to ionizing radiation (IR). An improved understanding of genetic or epigenetic alterations in the DNA repair pathways specific to cancer cells has paved the way for new treatments that combine pharmacological exploitation of tumor-specific molecular vulnerabilities with IR. Inhibiting DNA repair pathways has the potential to greatly enhance the therapeutic ratio of RT. In this review, we will discuss DNA repair pathways in active cells and how these pathways are deregulated in tumors. We will also describe the impact of targeting cancer-specific aberrations in the DDR as a treatment strategy to improve the efficacy of RT. Finally, we will address the current roadblocks and future prospects of these approaches.
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Affiliation(s)
- Souparno Bhattacharya
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Aroumougame Asaithamby
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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30
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Awate S, Brosh RM Jr. Interactive Roles of DNA Helicases and Translocases with the Single-Stranded DNA Binding Protein RPA in Nucleic Acid Metabolism. Int J Mol Sci 2017; 18:E1233. [PMID: 28594346 DOI: 10.3390/ijms18061233] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 05/30/2017] [Accepted: 06/01/2017] [Indexed: 01/05/2023] Open
Abstract
Helicases and translocases use the energy of nucleoside triphosphate binding and hydrolysis to unwind/resolve structured nucleic acids or move along a single-stranded or double-stranded polynucleotide chain, respectively. These molecular motors facilitate a variety of transactions including replication, DNA repair, recombination, and transcription. A key partner of eukaryotic DNA helicases/translocases is the single-stranded DNA binding protein Replication Protein A (RPA). Biochemical, genetic, and cell biological assays have demonstrated that RPA interacts with these human molecular motors physically and functionally, and their association is enriched in cells undergoing replication stress. The roles of DNA helicases/translocases are orchestrated with RPA in pathways of nucleic acid metabolism. RPA stimulates helicase-catalyzed DNA unwinding, enlists translocases to sites of action, and modulates their activities in DNA repair, fork remodeling, checkpoint activation, and telomere maintenance. The dynamic interplay between DNA helicases/translocases and RPA is just beginning to be understood at the molecular and cellular levels, and there is still much to be learned, which may inform potential therapeutic strategies.
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Patrone JD, Waterson AG, Fesik SW. Recent advancements in the discovery of protein-protein interaction inhibitors of replication protein A. Medchemcomm 2017; 8:259-267. [PMID: 30108742 PMCID: PMC6071986 DOI: 10.1039/c6md00460a] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Accepted: 11/02/2016] [Indexed: 01/08/2023]
Abstract
Due to the relatively high rate of DNA damage that can occur during cell cycle progression, the DNA damage response (DDR) pathway is critical for the survival of eukaryotic cells. Replication protein A (RPA) is an essential cell cycle checkpoint protein that mediates the initiation of the DDR by binding to single-stranded DNA (ssDNA) and recruiting response partners via protein-protein interactions (PPIs). This important role of RPA in initiating the DDR and cell survival has led to interest within the scientific community to investigate RPA as a potential cancer drug discovery target. To this end, RPA inhibitors have been explored via a variety of methods. This review summarizes the structure and function of RPA and highlights recent efforts to discover inhibitors of RPA-protein interactions.
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Affiliation(s)
- James D Patrone
- Department of Chemistry , Rollins College , 1000 Holt Ave , Winter Park , FL 32789 , USA
| | - Alex G Waterson
- Department of Chemistry , Vanderbilt University , Nashville , TN 37232 , USA .
- Department of Pharmacology , Vanderbilt University School of Medicine , Nashville , TN 37232 , USA
| | - Stephen W Fesik
- Department of Chemistry , Vanderbilt University , Nashville , TN 37232 , USA .
- Department of Pharmacology , Vanderbilt University School of Medicine , Nashville , TN 37232 , USA
- Department of Biochemistry , Vanderbilt University School of Medicine , Nashville , TN 37232 , USA
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32
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Khan MF, Alam MM, Verma G, Akhtar W, Akhter M, Shaquiquzzaman M. The therapeutic voyage of pyrazole and its analogs: A review. Eur J Med Chem 2016; 120:170-201. [DOI: 10.1016/j.ejmech.2016.04.077] [Citation(s) in RCA: 262] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 04/25/2016] [Accepted: 04/28/2016] [Indexed: 02/05/2023]
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Davis HJ, Kavanagh ME, Balan T, Abell C, Coyne AG. Spirooxindoles as novel 3D-fragment scaffolds: Synthesis and screening against CYP121 from M. tuberculosis. Bioorg Med Chem Lett 2016; 26:3735-40. [DOI: 10.1016/j.bmcl.2016.05.073] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Revised: 05/23/2016] [Accepted: 05/25/2016] [Indexed: 01/17/2023]
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34
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Wu Y, Lu J, Kang T. Human single-stranded DNA binding proteins: guardians of genome stability. Acta Biochim Biophys Sin (Shanghai) 2016; 48:671-7. [PMID: 27217471 DOI: 10.1093/abbs/gmw044] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2016] [Accepted: 04/15/2016] [Indexed: 01/03/2023] Open
Abstract
Single-stranded DNA-binding proteins (SSBs) are essential for maintaining the integrity of the genome in all organisms. All processes related to DNA, such as replication, excision, repair, and recombination, require the participation of SSBs whose oligonucleotide/oligosaccharide-binding (OB)-fold domain is responsible for the interaction with single-stranded DNA (ssDNA). For a long time, the heterotrimeric replication protein A (RPA) complex was believed to be the only nuclear SSB in eukaryotes to participate in ssDNA processing, while mitochondrial SSBs that are conserved with prokaryotic SSBs were shown to be essential for maintaining genome stability in eukaryotic mitochondria. In recent years, two new proteins, hSSB1 and hSSB2 (human SSBs 1/2), were identified and have better sequence similarity to bacterial and archaeal SSBs than RPA. This review summarizes the current understanding of these human SSBs in DNA damage repair and in cell-cycle checkpoint activation following DNA damage, as well as their relationships with cancer.
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Affiliation(s)
- Yuanzhong Wu
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Jinping Lu
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Tiebang Kang
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
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35
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Patrone JD, Pelz NF, Bates BS, Souza-Fagundes EM, Vangamudi B, Camper DV, Kuznetsov AG, Browning CF, Feldkamp MD, Frank AO, Gilston BA, Olejniczak ET, Rossanese OW, Waterson AG, Chazin WJ, Fesik SW. Identification and Optimization of Anthranilic Acid Based Inhibitors of Replication Protein A. ChemMedChem 2016; 11:893-9. [PMID: 26748787 PMCID: PMC4838552 DOI: 10.1002/cmdc.201500479] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Revised: 12/08/2015] [Indexed: 01/19/2023]
Abstract
Replication protein A (RPA) is an essential single-stranded DNA (ssDNA)-binding protein that initiates the DNA damage response pathway through protein-protein interactions (PPIs) mediated by its 70N domain. The identification and use of chemical probes that can specifically disrupt these interactions is important for validating RPA as a cancer target. A high-throughput screen (HTS) to identify new chemical entities was conducted, and 90 hit compounds were identified. From these initial hits, an anthranilic acid based series was optimized by using a structure-guided iterative medicinal chemistry approach to yield a cell-penetrant compound that binds to RPA70N with an affinity of 812 nm. This compound, 2-(3- (N-(3,4-dichlorophenyl)sulfamoyl)-4-methylbenzamido)benzoic acid (20 c), is capable of inhibiting PPIs mediated by this domain.
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Affiliation(s)
- James D Patrone
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
- Department of Chemistry, Rollins College, 1000 Holt Avenue, Winter Park, FL, 32789, USA
| | - Nicholas F Pelz
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Brittney S Bates
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | | | | | - Demarco V Camper
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Alexey G Kuznetsov
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Carrie F Browning
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Michael D Feldkamp
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Andreas O Frank
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Benjamin A Gilston
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Edward T Olejniczak
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Olivia W Rossanese
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Alex G Waterson
- Department of Pharmacology, Vanderbilt University, Nashville, TN, 37232, USA
- Department of Chemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Walter J Chazin
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA
- Department of Chemistry, Vanderbilt University, Nashville, TN, 37232, USA
| | - Stephen W Fesik
- Department of Biochemistry, Vanderbilt University, Nashville, TN, 37232, USA.
- Department of Pharmacology, Vanderbilt University, Nashville, TN, 37232, USA.
- Department of Chemistry, Vanderbilt University, Nashville, TN, 37232, USA.
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Abstract
DNA double-strand breaks are the critical lesions responsible for the majority of ionizing radiation-induced cell killing. Thus, the ability of tumor cells to elicit a DNA damage response following radiation, via activation of DNA repair and cell-cycle checkpoints, promotes radiation resistance and tumor cell survival. Consequently, agents that target these DNA damage response pathways are being developed to overcome radiation resistance. Overall, these agents are effective radiosensitizers; however, their mechanisms of tumor cell selectivity are not fully elucidated. In this review, we focus on the crucial radiation-induced DNA damage responses as well as clinical and translational advances with agents designed to inhibit these responses. Importantly, we describe how synthetic lethality can provide tumor cell-selective radiosensitization by these agents and expand the therapeutic window for DNA damage response-targeted agents used in combination with radiotherapy.
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Affiliation(s)
- Meredith A Morgan
- Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, Michigan.
| | - Theodore S Lawrence
- Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, Michigan
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Cierpicki T, Grembecka J. Targeting protein-protein interactions in hematologic malignancies: still a challenge or a great opportunity for future therapies? Immunol Rev 2015; 263:279-301. [PMID: 25510283 DOI: 10.1111/imr.12244] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Over the past several years, there has been an increasing research effort focused on inhibition of protein-protein interactions (PPIs) to develop novel therapeutic approaches for cancer, including hematologic malignancies. These efforts have led to development of small molecule inhibitors of PPIs, some of which already advanced to the stage of clinical trials while others are at different stages of preclinical optimization, emphasizing PPIs as an emerging and attractive class of drug targets. Here, we review several examples of recently developed inhibitors of PPIs highly relevant to hematologic cancers. We address the existing skepticism about feasibility of targeting PPIs and emphasize potential therapeutic benefit from blocking PPIs in hematologic malignancies. We then use these examples to discuss the approaches for successful identification of PPI inhibitors and provide analysis of the protein-protein interfaces, with the goal to address 'druggability' of new PPIs relevant to hematology. We discuss lessons learned to improve the success of targeting new PPIs and evaluate prospects and limits of the research in this field. We conclude that not all PPIs are equally tractable for blocking by small molecules, and detailed analysis of PPI interfaces is critical for selection of those with the highest chance of success. Together, our analysis uncovers patterns that should help to advance drug discovery in hematologic malignancies by successful targeting of new PPIs.
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Affiliation(s)
- Tomasz Cierpicki
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
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38
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Affiliation(s)
- Clémentine Aguirre
- Institut des Sciences Analytiques, UMR5280 CNRS, Ecole Nationale Supérieure de Lyon Villeurbanne France
| | - Olivier Cala
- Institut des Sciences Analytiques, UMR5280 CNRS, Ecole Nationale Supérieure de Lyon Villeurbanne France
| | - Isabelle Krimm
- Institut des Sciences Analytiques, UMR5280 CNRS, Ecole Nationale Supérieure de Lyon Villeurbanne France
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Cvijetić IN, Tanç M, Juranić IO, Verbić TŽ, Supuran CT, Drakulić BJ. 5-Aryl-1H-pyrazole-3-carboxylic acids as selective inhibitors of human carbonic anhydrases IX and XII. Bioorg Med Chem 2015; 23:4649-4659. [DOI: 10.1016/j.bmc.2015.05.052] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2015] [Revised: 05/26/2015] [Accepted: 05/29/2015] [Indexed: 11/25/2022]
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Maindola P, Jamal S, Grover A. Cheminformatics Based Machine Learning Models for AMA1-RON2 Abrogators for Inhibiting Plasmodium falciparum Erythrocyte Invasion. Mol Inform 2015; 34:655-64. [PMID: 27490966 DOI: 10.1002/minf.201400139] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2014] [Accepted: 02/21/2015] [Indexed: 01/15/2023]
Abstract
Malaria remains a dreadful disease by putting every year about 3.4 billion people at risk and resulting into mortality of 627 thousand people worldwide. Existing therapies based upon Quinines and Artemisinin-based combination therapies have started showing resistance, pressing the need for search of anti-malarials with different mechanisms of action. In this respect erythrocyte invasion by Plasmodium is immensely crucial, as being obligate intracellular parasite it must invade host cells. This process is mediated by interaction between conserved Apical Membrane Antigen (AMA1) and Rhoptry Neck (RON2) protein, which is compulsory for successful invasion of erythrocyte by Plasmodium and manifestation of the disease Malaria. Here, using the physicochemical properties of the compounds available from a confirmatory high throughput screening, which were tested for their disruption capability of this crucial molecular interaction, we trained supervised classifiers and validated their robustness by various statistical parameters. Best model was used for screening new compounds from Traditional Chinese Medicine Database. Some of the best hits already find their use as anti-malarials and the model predicts that an essential part of their effectiveness is likely due to inhibition of AMA1-RON2 interaction. Pharmacophoric features have also been identified to ease further designing of possible leads in an effective way.
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Affiliation(s)
- Priyank Maindola
- School of Biotechnology, Jawaharlal Nehru University, New Delhi-110067, India phone/fax: +91-11-26738728; fax: +91-11-26702040
| | - Salma Jamal
- School of Biotechnology, Jawaharlal Nehru University, New Delhi-110067, India phone/fax: +91-11-26738728; fax: +91-11-26702040
| | - Abhinav Grover
- School of Biotechnology, Jawaharlal Nehru University, New Delhi-110067, India phone/fax: +91-11-26738728; fax: +91-11-26702040.
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Gowthaman R, Miller SA, Rogers S, Khowsathit J, Lan L, Bai N, Johnson DK, Liu C, Xu L, Anbanandam A, Aubé J, Roy A, Karanicolas J. DARC: Mapping Surface Topography by Ray-Casting for Effective Virtual Screening at Protein Interaction Sites. J Med Chem 2015; 59:4152-70. [PMID: 26126123 DOI: 10.1021/acs.jmedchem.5b00150] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Protein-protein interactions represent an exciting and challenging target class for therapeutic intervention using small molecules. Protein interaction sites are often devoid of the deep surface pockets presented by "traditional" drug targets, and crystal structures reveal that inhibitors typically engage these sites using very shallow binding modes. As a consequence, modern virtual screening tools developed to identify inhibitors of traditional drug targets do not perform as well when they are instead deployed at protein interaction sites. To address the need for novel inhibitors of important protein interactions, here we introduce an alternate docking strategy specifically designed for this regime. Our method, termed DARC (Docking Approach using Ray-Casting), matches the topography of a surface pocket "observed" from within the protein to the topography "observed" when viewing a potential ligand from the same vantage point. We applied DARC to carry out a virtual screen against the protein interaction site of human antiapoptotic protein Mcl-1 and found that four of the top-scoring 21 compounds showed clear inhibition in a biochemical assay. The Ki values for these compounds ranged from 1.2 to 21 μM, and each had ligand efficiency comparable to promising small-molecule inhibitors of other protein-protein interactions. These hit compounds do not resemble the natural (protein) binding partner of Mcl-1, nor do they resemble any known inhibitors of Mcl-1. Our results thus demonstrate the utility of DARC for identifying novel inhibitors of protein-protein interactions.
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Affiliation(s)
- Ragul Gowthaman
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Sven A Miller
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Steven Rogers
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Jittasak Khowsathit
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Lan Lan
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Nan Bai
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - David K Johnson
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Chunjing Liu
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Liang Xu
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Asokan Anbanandam
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Jeffrey Aubé
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Anuradha Roy
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - John Karanicolas
- Center for Computational Biology, ‡Department of Molecular Biosciences, §Center of Biomedical Research Excellence, Center for Cancer Experimental Therapeutics, ∥Department of Radiation Oncology, ⊥Biomolecular NMR Laboratory, #Department of Medicinal Chemistry, and ∇High Throughput Screening Laboratory University of Kansas , 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
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Wall ID, Hann MM, Leach AR, Pickett SD. Current Status and Future Direction of Fragment-Based Drug Discovery: A Computational Chemistry Perspective. Fragment-Based Drug Discovery 2015. [DOI: 10.1039/9781782620938-00073] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Fragment-based drug discovery (FBDD) has become a well-established and widely used approach for lead identification. The computational chemistry community has played a central role in developing the ideas behind this area of research and computational tools are important throughout FBDD campaigns. This article discusses the evolution of best practice, on-going areas of debate and gaps in current capabilities from a computational chemistry perspective. In particular, the contribution of computational methods to areas such as fragment library design, screening analysis, data handling and the role of structure- and ligand-based design is discussed. The potential to combine FBDD with other hit-identification methods such as high-throughput screening in a more integrated approach is also highlighted.
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Affiliation(s)
- Ian D. Wall
- GlaxoSmithKline Gunnels Wood Road Stevenage, Hertfordshire, SG1 2NY UK
| | - Michael M. Hann
- GlaxoSmithKline Gunnels Wood Road Stevenage, Hertfordshire, SG1 2NY UK
| | - Andrew R. Leach
- GlaxoSmithKline Gunnels Wood Road Stevenage, Hertfordshire, SG1 2NY UK
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43
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Baldeyron C, Brisson A, Tesson B, Némati F, Koundrioukoff S, Saliba E, De Koning L, Martel E, Ye M, Rigaill G, Meseure D, Nicolas A, Gentien D, Decaudin D, Debatisse M, Depil S, Cruzalegui F, Pierré A, Roman-Roman S, Tucker GC, Dubois T. TIPIN depletion leads to apoptosis in breast cancer cells. Mol Oncol 2015; 9:1580-98. [PMID: 26004086 DOI: 10.1016/j.molonc.2015.04.010] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Revised: 03/10/2015] [Accepted: 04/23/2015] [Indexed: 12/31/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is the breast cancer subgroup with the most aggressive clinical behavior. Alternatives to conventional chemotherapy are required to improve the survival of TNBC patients. Gene-expression analyses for different breast cancer subtypes revealed significant overexpression of the Timeless-interacting protein (TIPIN), which is involved in the stability of DNA replication forks, in the highly proliferative associated TNBC samples. Immunohistochemistry analysis showed higher expression of TIPIN in the most proliferative and aggressive breast cancer subtypes including TNBC, and no TIPIN expression in healthy breast tissues. The depletion of TIPIN by RNA interference impairs the proliferation of both human breast cancer and non-tumorigenic cell lines. However, this effect may be specifically associated with apoptosis in breast cancer cells. TIPIN silencing results in higher levels of single-stranded DNA (ssDNA), indicative of replicative stress (RS), in TNBC compared to non-tumorigenic cells. Upon TIPIN depletion, the speed of DNA replication fork was significantly decreased in all BC cells. However, TIPIN-depleted TNBC cells are unable to fire additional replication origins in response to RS and therefore undergo apoptosis. TIPIN knockdown in TNBC cells decreases tumorigenicity in vitro and delays tumor growth in vivo. Our findings suggest that TIPIN is important for the maintenance of DNA replication and represents a potential treatment target for the worst prognosis associated breast cancers, such as TNBC.
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Affiliation(s)
- Céline Baldeyron
- Institut Curie, Centre de Recherche, Paris, F-75248, France; Breast Cancer Biology Group, Department of Translational Research, Paris, F-75248, France
| | - Amélie Brisson
- Institut Curie, Centre de Recherche, Paris, F-75248, France; Breast Cancer Biology Group, Department of Translational Research, Paris, F-75248, France
| | - Bruno Tesson
- Institut Curie, Centre de Recherche, Paris, F-75248, France; Breast Cancer Biology Group, Department of Translational Research, Paris, F-75248, France; INSERM, U900, Bioinformatics, Biostatistics, Epidemiology and Computational Systems Biology of Cancer, Paris, F-75248, France; Mines ParisTech, Fontainebleau, F-77300, France
| | - Fariba Némati
- Institut Curie, Centre de Recherche, Paris, F-75248, France; Laboratory of Preclinical Investigation, Department of Translational Research, Paris, F-75248, France
| | - Stéphane Koundrioukoff
- Institut Curie, Centre de Recherche, Paris, F-75248, France; CNRS, UMR 3244, Paris, F-75248, France; Université Pierre and Marie Curie Paris VI, Paris, F-75005, France
| | - Elie Saliba
- Institut Curie, Centre de Recherche, Paris, F-75248, France; Breast Cancer Biology Group, Department of Translational Research, Paris, F-75248, France
| | - Leanne De Koning
- Institut Curie, Centre de Recherche, Paris, F-75248, France; RPPA Platform, Department of Translational Research, Paris, F-75248, France
| | - Elise Martel
- Institut Curie, Investigative Pathology Platform, Paris, F-75248, France
| | - Mengliang Ye
- Institut Curie, Centre de Recherche, Paris, F-75248, France; Breast Cancer Biology Group, Department of Translational Research, Paris, F-75248, France
| | - Guillem Rigaill
- Unité de Recherche en Génomique Végétale, INRA-CNRS-Université d'Evry Val d'Essonne, Evry, F-91057, France
| | - Didier Meseure
- Institut Curie, Investigative Pathology Platform, Paris, F-75248, France
| | - André Nicolas
- Institut Curie, Investigative Pathology Platform, Paris, F-75248, France
| | - David Gentien
- Institut Curie, Centre de Recherche, Paris, F-75248, France; Platform of Molecular Biology Facilities, Department of Translational Research, Paris, F-75248, France
| | - Didier Decaudin
- Institut Curie, Centre de Recherche, Paris, F-75248, France; Laboratory of Preclinical Investigation, Department of Translational Research, Paris, F-75248, France
| | - Michelle Debatisse
- Institut Curie, Centre de Recherche, Paris, F-75248, France; CNRS, UMR 3244, Paris, F-75248, France; Université Pierre and Marie Curie Paris VI, Paris, F-75005, France
| | - Stéphane Depil
- Institut de Recherches SERVIER, Pôle Innovation Thérapeutique Oncologie, Croissy-sur-Seine, F-78290, France
| | - Francisco Cruzalegui
- Institut de Recherches SERVIER, Pôle Innovation Thérapeutique Oncologie, Croissy-sur-Seine, F-78290, France
| | - Alain Pierré
- Institut de Recherches SERVIER, Pôle Innovation Thérapeutique Oncologie, Croissy-sur-Seine, F-78290, France
| | - Sergio Roman-Roman
- Institut Curie, Centre de Recherche, Paris, F-75248, France; Breast Cancer Biology Group, Department of Translational Research, Paris, F-75248, France
| | - Gordon C Tucker
- Institut de Recherches SERVIER, Pôle Innovation Thérapeutique Oncologie, Croissy-sur-Seine, F-78290, France
| | - Thierry Dubois
- Institut Curie, Centre de Recherche, Paris, F-75248, France; Breast Cancer Biology Group, Department of Translational Research, Paris, F-75248, France.
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44
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Magee TV. Progress in discovery of small-molecule modulators of protein-protein interactions via fragment screening. Bioorg Med Chem Lett 2015; 25:2461-8. [PMID: 25971770 DOI: 10.1016/j.bmcl.2015.04.089] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2015] [Revised: 04/21/2015] [Accepted: 04/27/2015] [Indexed: 11/16/2022]
Abstract
Protein-protein interactions (PPIs) present a formidable challenge to medicinal chemistry. The extended and open nature of many binding sites at protein interfaces has made it difficult to find useful chemical matter by traditional screening methods using standard screening libraries. This Digest focuses on the progress that has been made in discovering small-molecule modulators for a diverse selection of PPI targets using fragment screening and highlights the utility of this strategy in this context.
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Affiliation(s)
- Thomas V Magee
- Worldwide Medicinal Chemistry, Pfizer Inc, 610 Main Street, Cambridge, MA 02139, USA.
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Holvey RS, Valkov E, Neal D, Stewart M, Abell C. Selective Targeting of the TPX2 Site of Importin-α Using Fragment-Based Ligand Design. ChemMedChem 2015; 10:1232-9. [PMID: 25899172 PMCID: PMC4515083 DOI: 10.1002/cmdc.201500014] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Indexed: 01/05/2023]
Abstract
Protein-protein interactions are difficult therapeutic targets, and inhibiting pathologically relevant interactions without disrupting other essential ones presents an additional challenge. Herein we report how this might be achieved for the potential anticancer target, the TPX2-importin-α interaction. Importin-α is a nuclear transport protein that regulates the spindle assembly protein TPX2. It has two binding sites--major and minor-to which partners bind. Most nuclear transport cargoes use the major site, whereas TPX2 binds principally to the minor site. Fragment-based approaches were used to identify small molecules that bind importin-α, and crystallographic studies identified a lead series that was observed to bind specifically to the minor site, representing the first ligands specific for this site. Structure-guided synthesis informed the elaboration of these fragments to explore the source of ligand selectivity between the minor and major sites. These ligands are starting points for the development of inhibitors of this protein-protein interaction.
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Affiliation(s)
- Rhian S Holvey
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW (UK)
| | - Eugene Valkov
- MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge, CB2 0QH (UK)
| | - David Neal
- University of Cambridge, Department of Oncology, Box 279, Addenbrooke's Hospital, Hills Road, Cambridge, CB2 0QQ (UK)
| | - Murray Stewart
- MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge, CB2 0QH (UK)
| | - Chris Abell
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW (UK).
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Abstract
Disruptions in DNA repair pathways predispose cells to accumulating DNA damage. A growing body of evidence indicates that tumors accumulate progressively more mutations in DNA repair proteins as cancers progress. DNA repair mechanisms greatly affect the response to cytotoxic treatments, so understanding those mechanisms and finding ways to turn dysregulated repair processes against themselves to induce tumor death is the goal of all DNA repair inhibition efforts. Inhibition may be direct or indirect. This burgeoning field of research is replete with promise and challenge, as more intricacies of each repair pathway are discovered. In an era of increasing concern about healthcare costs, use of DNA repair inhibitors can prove to be highly effective stewardship of R&D resources and patient expenses.
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Affiliation(s)
- Mark R Kelley
- Department of Pediatrics, Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, USA
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Abstract
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There has been much discussion of
the potential desirability of
macrocyclic molecules for the development of tool compounds and drug
leads. But there is little experimental data comparing otherwise equivalent
macrocyclic and linear compound libraries as a source of protein ligands.
In this Letter, we probe this point in the context of peptoid libraries.
Bead-displayed libraries of macrocyclic and linear peptoids containing
four variable positions and 0–2 fixed residues, to vary the
ring size, were screened against streptavidin and the affinity of
every hit for the target was measured. The data show that macrocyclization
is advantageous, but only when the ring contains 17 atoms, not 20
or 23 atoms. This technology will be useful for conducting direct
comparisons between many different types of chemical libraries to
determine their relative utility as a source of protein ligands.
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Affiliation(s)
- Yu Gao
- Departments of Chemistry
and Cancer Biology, The Scripps Research Institute, 130 Scripps
Way, Jupiter, Florida 33458, United States
| | - Thomas Kodadek
- Departments of Chemistry
and Cancer Biology, The Scripps Research Institute, 130 Scripps
Way, Jupiter, Florida 33458, United States
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48
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Waterson AG, Kennedy JP, Patrone JD, Pelz NF, Feldkamp MD, Frank AO, Vangamudi B, Souza-Fagundes EM, Rossanese OW, Chazin WJ, Fesik SW. Diphenylpyrazoles as replication protein a inhibitors. ACS Med Chem Lett 2015; 6:140-5. [PMID: 25699140 DOI: 10.1021/ml5003629] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2014] [Accepted: 11/11/2014] [Indexed: 01/16/2023] Open
Abstract
Replication Protein A is the primary eukaryotic ssDNA binding protein that has a central role in initiating the cellular response to DNA damage. RPA recruits multiple proteins to sites of DNA damage via the N-terminal domain of the 70 kDa subunit (RPA70N). Here we describe the optimization of a diphenylpyrazole carboxylic acid series of inhibitors of these RPA-protein interactions. We evaluated substituents on the aromatic rings as well as the type and geometry of the linkers used to combine fragments, ultimately leading to submicromolar inhibitors of RPA70N protein-protein interactions.
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Affiliation(s)
- Alex G. Waterson
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - J. Phillip Kennedy
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - James D. Patrone
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Nicholas F. Pelz
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Michael D. Feldkamp
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Andreas O. Frank
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Bhavatarini Vangamudi
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Elaine M. Souza-Fagundes
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Olivia W. Rossanese
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Walter J. Chazin
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Stephen W. Fesik
- Department of Biochemistry, ‡Department of Pharmacology, Vanderbilt University School of
Medicine, and §Department of
Chemistry, Vanderbilt University, Nashville, Tennessee 37232, United States
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Gloaguen C, Voisin-Chiret AS, Sopkova-de Oliveira Santos J, Fogha J, Gautier F, De Giorgi M, Burzicki G, Perato S, Pétigny-Lechartier C, Simonin-Le Jeune K, Brotin E, Goux D, N'Diaye M, Lambert B, Louis MH, Ligat L, Lopez F, Juin P, Bureau R, Rault S, Poulain L. First evidence that oligopyridines, α-helix foldamers, inhibit Mcl-1 and sensitize ovarian carcinoma cells to Bcl-xL-targeting strategies. J Med Chem 2015; 58:1644-68. [PMID: 25585174 DOI: 10.1021/jm500672y] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Apoptosis control defects such as the deregulation of Bcl-2 family member expression are frequently involved in chemoresistance. In ovarian carcinoma, we previously demonstrated that Bcl-xL and Mcl-1 cooperate to protect cancer cells against apoptosis and their concomitant inhibition leads to massive apoptosis even in the absence of chemotherapy. Whereas Bcl-xL inhibitors are now available, Mcl-1 inhibition, required to sensitize cells to Bcl-xL-targeting strategies, remains problematic. In this context, we designed and synthesized oligopyridines potentially targeting the Mcl-1 hydrophobic pocket, evaluated their capacity to inhibit Mcl-1 in live cells, and implemented a functional screening assay to evaluate their ability to sensitize ovarian carcinoma cells to Bcl-xL-targeting strategies. We established structure-activity relationships and focused our attention on MR29072, named Pyridoclax. Surface plasmon resonance assay demonstrated that pyridoclax directly binds to Mcl-1. Without cytotoxic activity when administered as a single agent, pyridoclax induced apoptosis in combination with Bcl-xL-targeting siRNA or with ABT-737 in ovarian, lung, and mesothelioma cancer cells.
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Abstract
Intelligent Automatic Design (IADE) is an expert system developed at Novartis to identify nonclassical bioisosteres. In addition to bioisostere searching, one could also use IADE to grow a fragment bound to a protein. Here we report an evaluation of IADE as a tool for fragment growing. Three examples from the literature served as test cases. In all three cases, IADE generated close analogues of the published compounds and reproduced their crystallographic binding modes. This exercise validated the use of the IADE system for fragment growing. We have also gained experience in optimizing the performance of IADE for this type of application.
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Affiliation(s)
- Bernard Pirard
- Novartis Institutes for BioMedical Research , Novartis Campus, CH-4056 Basel, Switzerland
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