101
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Nandha Premnath P, Craig S, McInnes C. Development of Inhibitors of Protein-protein Interactions through REPLACE: Application to the Design and Development Non-ATP Competitive CDK Inhibitors. J Vis Exp 2015:e52441. [PMID: 26554946 DOI: 10.3791/52441] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
REPLACE is a unique strategy developed to more effectively target protein-protein interactions (PPIs). It aims to expand available drug target space by providing improved methodology for the identification of inhibitors for such binding sites and which represent the majority of potential drug targets. The main goal of this paper is to provide a methodological overview of the use and application of the REPLACE strategy which involves computational and synthetic chemistry approaches. REPLACE is exemplified through its application to the development of non-ATP competitive cyclin dependent kinases (CDK) inhibitors as anti-tumor therapeutics. CDKs are frequently deregulated in cancer and hence are considered as important targets for drug development. Inhibition of CDK2/cyclin A in S phase has been reported to promote selective apoptosis of cancer cells in a p53 independent manner through the E2F1 pathway. Targeting the protein-protein interaction at the cyclin binding groove (CBG) is an approach which will allow the specific inhibition of cell cycle over transcriptional CDKs. The CBG is recognized by a consensus sequence derived from CDK substrates and tumor suppressor proteins termed the cyclin binding motif (CBM). The CBM has previously been optimized to an octapeptide from p21Waf (HAKRRIF) and then further truncated to a pentapeptide retaining sufficient activity (RRLIF). Peptides in general are not cell permeable, are metabolically unstable and therefore the REPLACE (REplacement with Partial Ligand Alternatives through Computational Enrichment) strategy has been applied in order to generate more drug-like inhibitors. The strategy begins with the design of Fragment ligated inhibitory peptides (FLIPs) that selectively inhibit cell cycle CDK/cyclin complexes. FLIPs were generated by iteratively replacing residues of HAKRRLIF/RRLIF with fragment like small molecules (capping groups), starting from the N-terminus (Ncaps), followed by replacement on the C-terminus. These compounds are starting points for the generation of non-ATP competitive CDK inhibitors as anti-tumor therapeutics.
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Affiliation(s)
| | - Sandra Craig
- Department of Drug Discovery and Biomedical Sciences, University of South Carolina
| | - Campbell McInnes
- Department of Drug Discovery and Biomedical Sciences, University of South Carolina;
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102
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Small Molecule Targeting of Protein-Protein Interactions through Allosteric Modulation of Dynamics. Molecules 2015; 20:16435-45. [PMID: 26378508 PMCID: PMC6332300 DOI: 10.3390/molecules200916435] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 09/06/2015] [Accepted: 09/08/2015] [Indexed: 11/16/2022] Open
Abstract
The protein–protein interaction (PPI) target class is particularly challenging, but offers potential for “first in class” therapies. Most known PPI small molecules are orthosteric inhibitors but many PPI sites may be fundamentally intractable to this approach. One potential alternative is to consider more attractive, remote small molecule pockets; however, on the whole, allostery is poorly understood and difficult to discover and develop. Here we review the literature in order to understand the basis for allostery, especially as it can apply to PPIs. We suggest that the upfront generation of sophisticated and experimentally validated dynamic models of target proteins can aid in target choice and strategy for allosteric intervention to produce the required functional effect.
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103
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Cesa LC, Mapp AK, Gestwicki JE. Direct and Propagated Effects of Small Molecules on Protein-Protein Interaction Networks. Front Bioeng Biotechnol 2015; 3:119. [PMID: 26380257 PMCID: PMC4547496 DOI: 10.3389/fbioe.2015.00119] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 08/05/2015] [Indexed: 12/15/2022] Open
Abstract
Networks of protein–protein interactions (PPIs) link all aspects of cellular biology. Dysfunction in the assembly or dynamics of PPI networks is a hallmark of human disease, and as such, there is growing interest in the discovery of small molecules that either promote or inhibit PPIs. PPIs were once considered undruggable because of their relatively large buried surface areas and difficult topologies. Despite these challenges, recent advances in chemical screening methodologies, combined with improvements in structural and computational biology have made some of these targets more tractable. In this review, we highlight developments that have opened the door to potent chemical modulators. We focus on how allostery is being used to produce surprisingly robust changes in PPIs, even for the most challenging targets. We also discuss how interfering with one PPI can propagate changes through the broader web of interactions. Through this analysis, it is becoming clear that a combination of direct and propagated effects on PPI networks is ultimately how small molecules re-shape biology.
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Affiliation(s)
- Laura C Cesa
- Program in Chemical Biology, Life Sciences Institute, University of Michigan , Ann Arbor, MI , USA
| | - Anna K Mapp
- Program in Chemical Biology, Life Sciences Institute, University of Michigan , Ann Arbor, MI , USA ; Department of Chemistry, University of Michigan , Ann Arbor, MI , USA
| | - Jason E Gestwicki
- Program in Chemical Biology, Life Sciences Institute, University of Michigan , Ann Arbor, MI , USA ; Department of Pharmaceutical Chemistry, Institute for Neurodegenerative Diseases, University of California San Francisco , San Francisco, CA , USA
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104
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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] [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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105
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Gowthaman R, Lyskov S, Karanicolas J. DARC 2.0: Improved Docking and Virtual Screening at Protein Interaction Sites. PLoS One 2015; 10:e0131612. [PMID: 26181386 PMCID: PMC4504481 DOI: 10.1371/journal.pone.0131612] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Accepted: 06/02/2015] [Indexed: 01/26/2023] Open
Abstract
Over the past decade, protein-protein interactions have emerged as attractive but challenging targets for therapeutic intervention using small molecules. Due to the relatively flat surfaces that typify protein interaction sites, modern virtual screening tools developed for optimal performance against “traditional” protein targets perform less well when applied instead at protein interaction sites. Previously, we described a docking method specifically catered to the shallow binding modes characteristic of small-molecule inhibitors of protein interaction sites. This method, called DARC (Docking Approach using Ray Casting), operates by comparing the topography of the protein surface when “viewed” from a vantage point inside the protein against the topography of a bound ligand when “viewed” from the same vantage point. Here, we present five key enhancements to DARC. First, we use multiple vantage points to more accurately determine protein-ligand surface complementarity. Second, we describe a new scheme for rapidly determining optimal weights in the DARC scoring function. Third, we incorporate sampling of ligand conformers “on-the-fly” during docking. Fourth, we move beyond simple shape complementarity and introduce a term in the scoring function to capture electrostatic complementarity. Finally, we adjust the control flow in our GPU implementation of DARC to achieve greater speedup of these calculations. At each step of this study, we evaluate the performance of DARC in a “pose recapitulation” experiment: predicting the binding mode of 25 inhibitors each solved in complex with its distinct target protein (a protein interaction site). Whereas the previous version of DARC docked only one of these inhibitors to within 2 Å RMSD of its position in the crystal structure, the newer version achieves this level of accuracy for 12 of the 25 complexes, corresponding to a statistically significant performance improvement (p < 0.001). Collectively then, we find that the five enhancements described here – which together make up DARC 2.0 – lead to dramatically improved speed and performance relative to the original DARC method.
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Affiliation(s)
- Ragul Gowthaman
- Center for Computational Biology, University of Kansas, 2030 Becker Dr., Lawrence, KS, 66045, United States of America
| | - Sergey Lyskov
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, 3400 North Charles St., Baltimore, MD, 21218, United States of America
| | - John Karanicolas
- Center for Computational Biology, University of Kansas, 2030 Becker Dr., Lawrence, KS, 66045, United States of America
- Department of Molecular Biosciences, University of Kansas, 2030 Becker Dr., Lawrence, KS, 66045, United States of America
- * E-mail:
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106
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Sweis RF. Target (In)Validation: A Critical, Sometimes Unheralded, Role of Modern Medicinal Chemistry. ACS Med Chem Lett 2015; 6:618-21. [PMID: 26101559 DOI: 10.1021/acsmedchemlett.5b00183] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Small molecule drug discovery commonly ventures into previously unknown and unexplored target space. For such programs, an important role of medicinal chemistry is to generate molecules that enable the most reliable conclusions from a preclinical target validation/invalidation study. Multiple facets of chemistry that provide the most rigorous results for such an experiment are highlighted.
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Affiliation(s)
- Ramzi F. Sweis
- AbbVie, Inc., 1 North
Waukegan Road, North Chicago, Illinois 60064, United States
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107
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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] [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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108
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Tsomaia N. Peptide therapeutics: Targeting the undruggable space. Eur J Med Chem 2015; 94:459-70. [DOI: 10.1016/j.ejmech.2015.01.014] [Citation(s) in RCA: 214] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2014] [Revised: 01/07/2015] [Accepted: 01/08/2015] [Indexed: 01/04/2023]
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109
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The CCL2 chemokine is a negative regulator of autophagy and necrosis in luminal B breast cancer cells. Breast Cancer Res Treat 2015; 150:309-20. [PMID: 25744294 DOI: 10.1007/s10549-015-3324-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2014] [Accepted: 02/24/2015] [Indexed: 12/12/2022]
Abstract
Luminal A and B breast cancers are the most prevalent forms of breast cancer diagnosed in women. Compared to luminal A breast cancer patients, patients with luminal B breast cancers experience increased disease recurrence and lower overall survival. The mechanisms that regulate the luminal B subtype remain poorly understood. The chemokine CCL2 is overexpressed in breast cancer, correlating with poor patient prognosis. The purpose of this study was to determine the role of CCL2 expression in luminal B breast cancer cells. Breast tissues, MMTV-PyVmT and MMTV-Neu transgenic mammary tumors forming luminal B-like lesions, were immunostained for CCL2 expression. To determine the role of CCL2 in breast cancer cells, CCL2 gene expression was silenced in mammary tumor tissues and cells using TAT cell-penetrating peptides non-covalently cross linked to siRNAs (Ca-TAT/siRNA). CCL2 expression was examined by ELISA and flow cytometry. Cell growth and survival were analyzed by flow cytometry, immunocytochemistry, and fluorescence microscopy. CCL2 expression was significantly increased in luminal B breast tumors, MMTV- PyVmT and MMTV-Neu mammary tumors, compared or normal breast tissue or luminal A breast tumors. Ca-TAT delivery of CCL2 siRNAs significantly reduced CCL2 expression in PyVmT mammary tumors, and decreased cell proliferation and survival. CCL2 gene silencing in PyVmT carcinoma cells or BT474 luminal B breast cancer cells decreased cell growth and viability associated with increased necrosis and autophagy. CCL2 expression is overexpressed in luminal B breast cancer cells and is important for regulating cell growth and survival by inhibiting necrosis and autophagy.
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110
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Kuenemann MA, Sperandio O, Labbé CM, Lagorce D, Miteva MA, Villoutreix BO. In silico design of low molecular weight protein-protein interaction inhibitors: Overall concept and recent advances. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2015; 119:20-32. [PMID: 25748546 DOI: 10.1016/j.pbiomolbio.2015.02.006] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2014] [Revised: 02/18/2015] [Accepted: 02/24/2015] [Indexed: 12/22/2022]
Abstract
Protein-protein interactions (PPIs) are carrying out diverse functions in living systems and are playing a major role in the health and disease states. Low molecular weight (LMW) "drug-like" inhibitors of PPIs would be very valuable not only to enhance our understanding over physiological processes but also for drug discovery endeavors. However, PPIs were deemed intractable by LMW chemicals during many years. But today, with the new experimental and in silico technologies that have been developed, about 50 PPIs have already been inhibited by LMW molecules. Here, we first focus on general concepts about protein-protein interactions, present a consensual view about ligandable pockets at the protein interfaces and the possibilities of using fast and cost effective structure-based virtual screening methods to identify PPI hits. We then discuss the design of compound collections dedicated to PPIs. Recent financial analyses of the field suggest that LMW PPI modulators could be gaining momentum over biologics in the coming years supporting further research in this area.
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Affiliation(s)
- Mélaine A Kuenemann
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France
| | - Olivier Sperandio
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France; CDithem, Faculté de Pharmacie, 1 rue du Prof Laguesse, 59000 Lille, France
| | - Céline M Labbé
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France; CDithem, Faculté de Pharmacie, 1 rue du Prof Laguesse, 59000 Lille, France
| | - David Lagorce
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France
| | - Maria A Miteva
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France
| | - Bruno O Villoutreix
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 Inserm, Paris 75013, France; Inserm, U973, Paris 75013, France; CDithem, Faculté de Pharmacie, 1 rue du Prof Laguesse, 59000 Lille, France.
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111
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Duatti A. Molecular imaging with endogenous and exogenous ligands: The instance of antibodies, peptides, iodide and cupric ions. Nucl Med Biol 2015; 42:215-8. [DOI: 10.1016/j.nucmedbio.2014.11.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2014] [Revised: 11/14/2014] [Accepted: 11/15/2014] [Indexed: 02/05/2023]
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112
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Alonso N, Guillen R, Chambers JW, Leng F. A rapid and sensitive high-throughput screening method to identify compounds targeting protein-nucleic acids interactions. Nucleic Acids Res 2015; 43:e52. [PMID: 25653160 PMCID: PMC4417145 DOI: 10.1093/nar/gkv069] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 01/19/2015] [Indexed: 01/09/2023] Open
Abstract
DNA-binding and RNA-binding proteins are usually considered ‘undruggable’ partly due to the lack of an efficient method to identify inhibitors from existing small molecule repositories. Here we report a rapid and sensitive high-throughput screening approach to identify compounds targeting protein–nucleic acids interactions based on protein–DNA or protein–RNA interaction enzyme-linked immunosorbent assays (PDI-ELISA or PRI-ELISA). We validated the PDI-ELISA method using the mammalian high-mobility-group protein AT-hook 2 (HMGA2) as the protein of interest and netropsin as the inhibitor of HMGA2–DNA interactions. With this method we successfully identified several inhibitors and an activator for HMGA2–DNA interactions from a collection of 29 DNA-binding compounds. Guided by this screening excise, we showed that netropsin, the specific inhibitor of HMGA2–DNA interactions, strongly inhibited the differentiation of the mouse pre-adipocyte 3T3-L1 cells into adipocytes, most likely through a mechanism by which the inhibition is through preventing the binding of HMGA2 to the target DNA sequences. This method should be broadly applicable to identify compounds or proteins modulating many DNA-binding or RNA-binding proteins.
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Affiliation(s)
- Nicole Alonso
- Biomolecular Sciences Institute, Florida International University, 11200 SW 8th Street, Miami, FL 33199, USA Department of Chemistry & Biochemistry, Florida International University, 11200 SW 8th Street, FL 33199, USA
| | - Roboan Guillen
- Biomolecular Sciences Institute, Florida International University, 11200 SW 8th Street, Miami, FL 33199, USA Department of Chemistry & Biochemistry, Florida International University, 11200 SW 8th Street, FL 33199, USA
| | - Jeremy W Chambers
- Biomolecular Sciences Institute, Florida International University, 11200 SW 8th Street, Miami, FL 33199, USA Department of Cellular Biology and Pharmacology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA
| | - Fenfei Leng
- Biomolecular Sciences Institute, Florida International University, 11200 SW 8th Street, Miami, FL 33199, USA Department of Chemistry & Biochemistry, Florida International University, 11200 SW 8th Street, FL 33199, USA
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113
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Pesce ER, Blatch GL, Edkins AL. Hsp40 Co-chaperones as Drug Targets: Towards the Development of Specific Inhibitors. TOPICS IN MEDICINAL CHEMISTRY 2015. [DOI: 10.1007/7355_2015_92] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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114
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Daguer JP, Zambaldo C, Ciobanu M, Morieux P, Barluenga S, Winssinger N. DNA display of fragment pairs as a tool for the discovery of novel biologically active small molecules. Chem Sci 2015; 6:739-744. [PMID: 30154995 PMCID: PMC6085657 DOI: 10.1039/c4sc01654h] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Accepted: 09/16/2014] [Indexed: 02/06/2023] Open
Abstract
Fragment-based lead discovery has proven to be a powerful method in the drug discovery process. The combinatorial output that is accessible by combining fragments is very attractive; however, identifying fragment pairs that bind synergistically and linking them productively can be challenging. Several technologies have now been established to prepare and screen nucleic acid-encoded libraries (ssDNA, dsDNA, PNA), and it has been shown that pairs of molecules combined by hybridization can bind synergistically to a target. Herein we apply this concept to combinatorially pair two libraries of small molecule fragments, use the fittest fragments supplemented with closely related analogs to build a focused library covalently linking the fragments with different spacers, and apply this strategy to the discovery of a potent ligand for Hsp70.
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Affiliation(s)
- J-P Daguer
- Department of Organic Chemistry , NCCR Chemical Biology , University of Geneva , Switzerland .
| | - C Zambaldo
- Department of Organic Chemistry , NCCR Chemical Biology , University of Geneva , Switzerland .
| | - M Ciobanu
- Institut de Science et Ingénierie Supramoléculaires (ISIS - UMR 7006) , Université de Strasbourg - CNRS , 8 allée Gaspard Monge , F67000 Strasbourg , France
| | - P Morieux
- Institut de Science et Ingénierie Supramoléculaires (ISIS - UMR 7006) , Université de Strasbourg - CNRS , 8 allée Gaspard Monge , F67000 Strasbourg , France
| | - S Barluenga
- Department of Organic Chemistry , NCCR Chemical Biology , University of Geneva , Switzerland .
| | - N Winssinger
- Department of Organic Chemistry , NCCR Chemical Biology , University of Geneva , Switzerland .
- Institut de Science et Ingénierie Supramoléculaires (ISIS - UMR 7006) , Université de Strasbourg - CNRS , 8 allée Gaspard Monge , F67000 Strasbourg , France
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115
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Abstract
Integration of physiologically relevant in vitro assays at the earliest stages of drug discovery may improve the likelihood of successfully translating preclinical discoveries to the clinic. Assays based on in vitro-differentiated, human pluripotent stem cell (IVD hPSC)-derived cells, which may better model human physiology, are starting to impact the drug discovery process, but their implementation has been slower than originally anticipated. In this Perspective, we discuss imperatives for incorporating IVD hPSCs into drug discovery and the associated challenges.
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Affiliation(s)
- Sandra J Engle
- Pharmacokinetics, Dynamics and Metabolism, Pfizer, Eastern Point Road, Groton, CT 06340, USA.
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116
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Structure and function of RLIP76 (RalBP1): an intersection point between Ras and Rho signalling. Biochem Soc Trans 2014; 42:52-8. [PMID: 24450627 DOI: 10.1042/bst20130231] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
RLIP76 (Ral-interacting protein of 76 kDa) [also known as RalBP1 (Ral-binding protein 1)] is an effector for the Ral family small GTPases. RLIP76 has been implicated in a number of cell processes, including receptor-mediated endocytosis, cell migration, mitochondrial division and metabolite transport. RLIP76 has two recognizable domains in the centre of the protein sequence: a GAP (GTPase-activating protein) domain for the Rho family G-proteins and an RBD (Ral-binding domain). The remainder of RLIP76 has no discernable homology with other proteins. The RBD forms a simple coiled-coil of two α-helices, which interacts with RalB by binding to both of the nucleotide-sensitive 'switch' regions. Both of these RLIP76 helices are involved in the interaction with Ral, but the interhelix loop is left free. This is the location of one of the two ATP-binding sites that have been identified in RLIP76 and suggests that Ral interaction would not prevent ATP binding. The structure of the RhoGAP-RBD dyad shows that the two domains are fixed in their orientation by a relatively rigid linker. This domain arrangement allows the two domains to engage Rho family and Ral small G-proteins simultaneously at the membrane. This suggests that RLIP76 is a node for Rho and Ras family signalling.
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117
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Dias DM, Ciulli A. NMR approaches in structure-based lead discovery: recent developments and new frontiers for targeting multi-protein complexes. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2014; 116:101-12. [PMID: 25175337 PMCID: PMC4261069 DOI: 10.1016/j.pbiomolbio.2014.08.012] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/16/2014] [Revised: 08/06/2014] [Accepted: 08/19/2014] [Indexed: 01/08/2023]
Abstract
Nuclear magnetic resonance (NMR) spectroscopy is a pivotal method for structure-based and fragment-based lead discovery because it is one of the most robust techniques to provide information on protein structure, dynamics and interaction at an atomic level in solution. Nowadays, in most ligand screening cascades, NMR-based methods are applied to identify and structurally validate small molecule binding. These can be high-throughput and are often used synergistically with other biophysical assays. Here, we describe current state-of-the-art in the portfolio of available NMR-based experiments that are used to aid early-stage lead discovery. We then focus on multi-protein complexes as targets and how NMR spectroscopy allows studying of interactions within the high molecular weight assemblies that make up a vast fraction of the yet untargeted proteome. Finally, we give our perspective on how currently available methods could build an improved strategy for drug discovery against such challenging targets.
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Affiliation(s)
- David M Dias
- Department of Chemistry, University of Cambridge, Cambridge, CB2 1EW, UK
| | - Alessio Ciulli
- College of Life Sciences, Division of Biological Chemistry and Drug Discovery, University of Dundee, Dow Street, DD1 5EH, Dundee, UK.
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118
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How chemistry supports cell biology: the chemical toolbox at your service. Trends Cell Biol 2014; 24:751-60. [PMID: 25108565 DOI: 10.1016/j.tcb.2014.07.002] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Revised: 06/10/2014] [Accepted: 07/10/2014] [Indexed: 01/07/2023]
Abstract
Chemical biology is a young and rapidly developing scientific field. In this field, chemistry is inspired by biology to create various tools to monitor and modulate biochemical and cell biological processes. Chemical contributions such as small-molecule inhibitors and activity-based probes (ABPs) can provide new and unique insights into previously unexplored cellular processes. This review provides an overview of recent breakthroughs in chemical biology that are likely to have a significant impact on cell biology. We also discuss the application of several chemical tools in cell biology research.
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119
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Villoutreix BO, Kuenemann MA, Poyet JL, Bruzzoni-Giovanelli H, Labbé C, Lagorce D, Sperandio O, Miteva MA. Drug-Like Protein-Protein Interaction Modulators: Challenges and Opportunities for Drug Discovery and Chemical Biology. Mol Inform 2014; 33:414-437. [PMID: 25254076 PMCID: PMC4160817 DOI: 10.1002/minf.201400040] [Citation(s) in RCA: 84] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2014] [Accepted: 04/21/2014] [Indexed: 12/13/2022]
Abstract
[Formula: see text] Fundamental processes in living cells are largely controlled by macromolecular interactions and among them, protein-protein interactions (PPIs) have a critical role while their dysregulations can contribute to the pathogenesis of numerous diseases. Although PPIs were considered as attractive pharmaceutical targets already some years ago, they have been thus far largely unexploited for therapeutic interventions with low molecular weight compounds. Several limiting factors, from technological hurdles to conceptual barriers, are known, which, taken together, explain why research in this area has been relatively slow. However, this last decade, the scientific community has challenged the dogma and became more enthusiastic about the modulation of PPIs with small drug-like molecules. In fact, several success stories were reported both, at the preclinical and clinical stages. In this review article, written for the 2014 International Summer School in Chemoinformatics (Strasbourg, France), we discuss in silico tools (essentially post 2012) and databases that can assist the design of low molecular weight PPI modulators (these tools can be found at www.vls3d.com). We first introduce the field of protein-protein interaction research, discuss key challenges and comment recently reported in silico packages, protocols and databases dedicated to PPIs. Then, we illustrate how in silico methods can be used and combined with experimental work to identify PPI modulators.
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Affiliation(s)
- Bruno O Villoutreix
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 InsermParis 75013, France
- Inserm, U973Paris 75013, France
- CDithem, Faculté de Pharmacie, 1 rue du Prof Laguesse59000 Lille, France
| | - Melaine A Kuenemann
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 InsermParis 75013, France
- Inserm, U973Paris 75013, France
| | - Jean-Luc Poyet
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 InsermParis 75013, France
- Inserm, U973Paris 75013, France
- IUH, Hôpital Saint-LouisParis, France
- CDithem, Faculté de Pharmacie, 1 rue du Prof Laguesse59000 Lille, France
| | - Heriberto Bruzzoni-Giovanelli
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 InsermParis 75013, France
- Inserm, U973Paris 75013, France
- CIC, Clinical investigation center, Hôpital Saint-LouisParis, France
| | - Céline Labbé
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 InsermParis 75013, France
- Inserm, U973Paris 75013, France
| | - David Lagorce
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 InsermParis 75013, France
- Inserm, U973Paris 75013, France
| | - Olivier Sperandio
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 InsermParis 75013, France
- Inserm, U973Paris 75013, France
- CDithem, Faculté de Pharmacie, 1 rue du Prof Laguesse59000 Lille, France
| | - Maria A Miteva
- Université Paris Diderot, Sorbonne Paris Cité, UMRS 973 InsermParis 75013, France
- Inserm, U973Paris 75013, France
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120
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Focused chemical libraries--design and enrichment: an example of protein-protein interaction chemical space. Future Med Chem 2014; 6:1291-307. [PMID: 24773599 DOI: 10.4155/fmc.14.57] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
One of the many obstacles in the development of new drugs lies in the limited number of therapeutic targets and in the quality of screening collections of compounds. In this review, we present general strategies for building target-focused chemical libraries with a particular emphasis on protein-protein interactions (PPIs). We describe the chemical spaces spanned by nine commercially available PPI-focused libraries and compare them to our 2P2I3D academic library, dedicated to orthosteric PPI modulators. We show that although PPI-focused libraries have been designed using different strategies, they share common subspaces. PPI inhibitors are larger and more hydrophobic than standard drugs; however, an effort has been made to improve the drug-likeness of focused chemical libraries dedicated to this challenging class of targets.
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121
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Zhang M, Peh J, Hergenrother PJ, Cunningham BT. Detection of protein-small molecule binding using a self-referencing external cavity laser biosensor. J Am Chem Soc 2014; 136:5840-3. [PMID: 24720510 PMCID: PMC4333586 DOI: 10.1021/ja500636p] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
High-throughput screening has enabled the identification of small molecule modulators of important drug targets via well-established colorimetric or fluorimetric activity assays. However, existing methods to identify small molecule binders of nonenzymatic protein targets lack either the simplicity (e.g., require labeling one of the binding partners with a reporter) or throughput inherent in enzymatic assays widely used for HTS. Thus, there is intense interest in the development of high-throughput technologies for label-free detection of protein-small molecule interactions. Here we describe a novel self-referencing external cavity laser (ECL) biosensor approach that achieves high resolution and high sensitivity, while eliminating thermal noise with subpicometer wavelength accuracy. Using the self-referencing ECL biosensor, we demonstrate detection of binding between small molecules and a variety of immobilized protein targets, pairs that have binding affinities or inhibition constants ranging from subnanomolar to low micromolar. Finally, a "needle-in-the-haystack" screen for inhibitors against carbonic anhydrase isozyme II is performed, in which known inhibitors are clearly differentiated from inactive molecules within a compound library.
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Affiliation(s)
- Meng Zhang
- Department of Physics, ‡Department of Chemistry, §Department of Bioengineering, and ⊥Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign , Urbana, Illinois 61801, United States
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122
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Nero TL, Morton CJ, Holien JK, Wielens J, Parker MW. Oncogenic protein interfaces: small molecules, big challenges. Nat Rev Cancer 2014; 14:248-62. [PMID: 24622521 DOI: 10.1038/nrc3690] [Citation(s) in RCA: 206] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Historically, targeting protein-protein interactions with small molecules was not thought possible because the corresponding interfaces were considered mostly flat and featureless and therefore 'undruggable'. Instead, such interactions were targeted with larger molecules, such as peptides and antibodies. However, the past decade has seen encouraging breakthroughs through the refinement of existing techniques and the development of new ones, together with the identification and exploitation of unexpected aspects of protein-protein interaction surfaces. In this Review, we describe some of the latest techniques to discover modulators of protein-protein interactions and how current drug discovery approaches have been adapted to successfully target these interfaces.
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Affiliation(s)
- Tracy L Nero
- Australian Cancer Research Foundation Rational Drug Discovery Centre and Biota Structural Biology Laboratory, St. Vincent's Institute of Medical Research, 9 Princes Street, Fitzroy, Victoria 3065, Australia
| | - Craig J Morton
- Australian Cancer Research Foundation Rational Drug Discovery Centre and Biota Structural Biology Laboratory, St. Vincent's Institute of Medical Research, 9 Princes Street, Fitzroy, Victoria 3065, Australia
| | - Jessica K Holien
- Australian Cancer Research Foundation Rational Drug Discovery Centre and Biota Structural Biology Laboratory, St. Vincent's Institute of Medical Research, 9 Princes Street, Fitzroy, Victoria 3065, Australia
| | - Jerome Wielens
- 1] Australian Cancer Research Foundation Rational Drug Discovery Centre and Biota Structural Biology Laboratory, St. Vincent's Institute of Medical Research, 9 Princes Street, Fitzroy, Victoria 3065, Australia. [2] Department of Medicine, University of Melbourne, 41 Victoria Parade, Fitzroy, Victoria 3065, Australia
| | - Michael W Parker
- 1] Australian Cancer Research Foundation Rational Drug Discovery Centre and Biota Structural Biology Laboratory, St. Vincent's Institute of Medical Research, 9 Princes Street, Fitzroy, Victoria 3065, Australia. [2] Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria 3052, Australia
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123
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Northfield SE, Wang CK, Schroeder CI, Durek T, Kan MW, Swedberg JE, Craik DJ. Disulfide-rich macrocyclic peptides as templates in drug design. Eur J Med Chem 2014; 77:248-57. [DOI: 10.1016/j.ejmech.2014.03.011] [Citation(s) in RCA: 84] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2014] [Revised: 02/25/2014] [Accepted: 03/05/2014] [Indexed: 01/04/2023]
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124
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Shen J, Xu R, Mai J, Kim HC, Guo X, Qin G, Yang Y, Wolfram J, Mu C, Xia X, Gu J, Liu X, Mao ZW, Ferrari M, Shen H. High capacity nanoporous silicon carrier for systemic delivery of gene silencing therapeutics. ACS NANO 2013; 7:9867-80. [PMID: 24131405 PMCID: PMC3868485 DOI: 10.1021/nn4035316] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Gene silencing agents such as small interfering RNA (siRNA) and microRNA offer the promise to modulate expression of almost every gene for the treatment of human diseases including cancer. However, lack of vehicles for effective systemic delivery to the disease organs has greatly limited their in vivo applications. In this study, we developed a high capacity polycation-functionalized nanoporous silicon (PCPS) platform comprised of nanoporous silicon microparticles functionalized with arginine-polyethyleneimine inside the nanopores for effective delivery of gene silencing agents. Incubation of MDA-MB-231 human breast cancer cells with PCPS loaded with STAT3 siRNA (PCPS/STAT3) or GRP78 siRNA (PCPS/GRP78) resulted in 91 and 83% reduction of STAT3 and GRP78 gene expression in vitro. Treatment of cells with a microRNA-18a mimic in PCPS (PCPS/miR-18) knocked down 90% expression of the microRNA-18a target gene ATM. Systemic delivery of PCPS/STAT3 siRNA in murine model of MDA-MB-231 breast cancer enriched particles in tumor tissues and reduced STAT3 expression in cancer cells, causing significant reduction of cancer stem cells in the residual tumor tissue. At the therapeutic dosage, PCPS/STAT3 siRNA did not trigger acute immune response in FVB mice, including changes in serum cytokines, chemokines, and colony-stimulating factors. In addition, weekly dosing of PCPS/STAT3 siRNA for four weeks did not cause signs of subacute toxicity based on changes in body weight, hematology, blood chemistry, and major organ histology. Collectively, the results suggest that we have developed a safe vehicle for effective delivery of gene silencing agents.
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Affiliation(s)
- Jianliang Shen
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, School of Chemistry and Chemical Engineering, Sun Yat-sen University, Guangzhou, 510275, China
| | - Rong Xu
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Junhua Mai
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Han-Cheon Kim
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Xiaojing Guo
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Guoting Qin
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Yong Yang
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Joy Wolfram
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Chaofeng Mu
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Xiaojun Xia
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Jianhua Gu
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Xuewu Liu
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
| | - Zong-Wan Mao
- MOE Key Laboratory of Bioinorganic and Synthetic Chemistry, School of Chemistry and Chemical Engineering, Sun Yat-sen University, Guangzhou, 510275, China
| | - Mauro Ferrari
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
- Department of Medicine, Weill Cornell Medical College, New York, NY10065, United States
| | - Haifa Shen
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, Texas 77030, United States
- Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY10065, United States
- Address correspondence to
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125
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Holub JM, Larochelle JR, Appelbaum JS, Schepartz A. Improved assays for determining the cytosolic access of peptides, proteins, and their mimetics. Biochemistry 2013; 52:9036-46. [PMID: 24256505 DOI: 10.1021/bi401069g] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Proteins and other macromolecules that cross biological membranes have great potential as tools for research and next-generation therapeutics. Here, we describe two assays that effectively quantify the cytosolic localization of a number of previously reported peptides and protein domains. One assay, which we call GIGI (glucocorticoid-induced eGFP induction), is an amplified assay that informs on relative cytosolic access without the need for sophisticated imaging equipment or adherent cells. The second, GIGT (glucocorticoid-induced eGFP translocation), is a nonamplified assay that informs on relative cytosolic access and exploits sophisticated imaging equipment to facilitate high-content screens in live cells. Each assay was employed to quantify the cytosolic delivery of several canonical "cell permeable peptides," as well as more recently reported minimally cationic miniature proteins and zinc finger nuclease domains. Our results show definitively that both overall charge as well as charge distribution influence cytosolic access and that small protein domains containing a discrete, helical, penta-Arg motif can dramatically improve the cytosolic delivery of small folded proteins such as zinc finger domains. We anticipate that the assays described herein will prove useful to explore and discover the fundamental physicochemical and genetic properties that influence both the uptake and endosomal release of peptidic molecules and their mimetics.
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Affiliation(s)
- Justin M Holub
- Department of Chemistry, Yale University , P.O. Box 208107, New Haven, Connecticut 06520-8107, United States
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126
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Jhoti H, Rees S, Solari R. High-throughput screening and structure-based approaches to hit discovery: is there a clear winner? Expert Opin Drug Discov 2013; 8:1449-53. [DOI: 10.1517/17460441.2013.857654] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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127
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Henrich CJ, Beutler JA. Matching the power of high throughput screening to the chemical diversity of natural products. Nat Prod Rep 2013; 30:1284-98. [PMID: 23925671 PMCID: PMC3801163 DOI: 10.1039/c3np70052f] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Covering up to 2013. Application of high throughput screening technologies to natural product samples demands alterations in assay design as well as sample preparation in order to yield meaningful hit structures at the end of the campaign.
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Affiliation(s)
- Curtis J. Henrich
- Basic Science Program, SAIC-Frederick, Inc. Frederick National Lab
- Molecular Targets Laboratory, Center for Cancer Research, National Cancer Institute, Frederick, MD 21702 USA
| | - John A. Beutler
- Molecular Targets Laboratory, Center for Cancer Research, National Cancer Institute, Frederick, MD 21702 USA
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128
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Rauch JN, Nie J, Buchholz TJ, Gestwicki JE, Kennedy RT. Development of a capillary electrophoresis platform for identifying inhibitors of protein-protein interactions. Anal Chem 2013; 85:9824-31. [PMID: 24060167 DOI: 10.1021/ac4023082] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Methods for identifying chemical inhibitors of protein-protein interactions (PPIs) are often prone to discovery of false positives, particularly those caused by molecules that induce protein aggregation. Thus, there is interest in developing new platforms that might allow earlier identification of these problematic compounds. Capillary electrophoresis (CE) has been evaluated as a method to screen for PPI inhibitors using the challenging system of Hsp70 interacting with its co-chaperone Bag3. In the method, Hsp70 is labeled with a fluorophore, mixed with Bag3, and the resulting bound and free Hsp70 are separated and detected by CE with laser-induced fluorescence detection. The method used a chemically modified CE capillary to prevent protein adsorption. Inhibitors of the Hsp70-Bag3 interaction were detected by observing a reduction in the bound-to-free ratio. The method was used to screen a library of 3443 compounds, and the results were compared to those from a flow cytometry protein interaction assay. CE was found to produce a lower hit rate with more compounds that were reconfirmed in subsequent testing, suggesting greater specificity. This finding was attributed to the use of electropherograms to detect artifacts such as aggregators and to differences in protein modifications required to perform the different assays. Increases in throughput are required to make the CE method suitable for primary screens, but at the current stage of development it is attractive as a secondary screen to test hits found by higher-throughput methods.
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Affiliation(s)
- Jennifer N Rauch
- Department of Biological Chemistry, ‡Department of Chemistry, and the§ Life Sciences Institute, University of Michigan , Ann Arbor, Michigan 48109, United States
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129
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Cesa LC, Patury S, Komiyama T, Ahmad A, Zuiderweg ERP, Gestwicki JE. Inhibitors of difficult protein-protein interactions identified by high-throughput screening of multiprotein complexes. ACS Chem Biol 2013; 8:1988-1997. [PMID: 23819499 DOI: 10.1021/cb400356m] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Protein-protein interactions (PPIs) are important in all aspects of cellular function, and there is interest in finding inhibitors of these contacts. However, PPIs with weak affinities and/or large interfaces have traditionally been more resistant to the discovery of inhibitors, partly because it is more challenging to develop high-throughput screening (HTS) methods that permit direct measurements of these physical interactions. Here, we explored whether the functional consequences of a weak PPI might be used as a surrogate for binding. As a model, we used the bacterial ATPase DnaK and its partners DnaJ and GrpE. Both DnaJ and GrpE bind DnaK and catalytically accelerate its ATP cycling, so we used stimulated nucleotide turnover to indirectly report on these PPIs. In pilot screens, we identified compounds that block activation of DnaK by either DnaJ or GrpE. Interestingly, at least one of these molecules blocked binding of DnaK to DnaJ, while another compound disrupted allostery between DnaK and GrpE without altering the physical interaction. These findings suggest that the activity of a reconstituted multiprotein complex might be used in some cases to identify allosteric inhibitors of challenging PPIs.
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Affiliation(s)
- Laura C. Cesa
- Departments of Pathology
and Biological Chemistry and
the Life Sciences Institute, University of Michigan, Ann Arbor, Michigan
48109-2216, United States
| | - Srikanth Patury
- Departments of Pathology
and Biological Chemistry and
the Life Sciences Institute, University of Michigan, Ann Arbor, Michigan
48109-2216, United States
| | - Tomoko Komiyama
- Departments of Pathology
and Biological Chemistry and
the Life Sciences Institute, University of Michigan, Ann Arbor, Michigan
48109-2216, United States
| | - Atta Ahmad
- Departments of Pathology
and Biological Chemistry and
the Life Sciences Institute, University of Michigan, Ann Arbor, Michigan
48109-2216, United States
| | - Erik R. P. Zuiderweg
- Departments of Pathology
and Biological Chemistry and
the Life Sciences Institute, University of Michigan, Ann Arbor, Michigan
48109-2216, United States
| | - Jason E. Gestwicki
- Departments of Pathology
and Biological Chemistry and
the Life Sciences Institute, University of Michigan, Ann Arbor, Michigan
48109-2216, United States
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130
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Kim TH, Choi DH, Vauthier V, Dam J, Li X, Nam YJ, Ko Y, Kwon HJ, Shin SH, Cechetto J, Soloveva V, Jockers R. Anti-obesity phenotypic screening looking to increase OBR cell surface expression. ACTA ACUST UNITED AC 2013; 19:88-99. [PMID: 23958651 DOI: 10.1177/1087057113499185] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The leptin receptor, OBR, is involved in the regulation of whole-body energy homeostasis. Most obese people are resistant to leptin and do not respond to the hormone. The prevention and reversal of leptin resistance is one of the major current goals of obesity research. We showed previously that increased OBR cell surface expression concomitantly increases cellular leptin signaling and prevents obesity development in mice. Improvement of OBR cell surface expression can thus be considered as an interesting anti-obesity therapeutic strategy. To identify compounds that increase the surface expression of OBR, we developed a cell-based, phenotypic assay to perform a high-content screen (HCS) against a library of 50,000 chemical compounds. We identified 67 compounds that increased OBR cell surface expression with AC50 values in the low micromolar range and no effect on total OBR expression and cellular toxicity. Compounds were classified into 16 chemical clusters, of which 4 potentiated leptin-promoted signaling through the JAK2/STAT3 pathway. In conclusion, development of a robust phenotypic screening approach resulted in the discovery of four new scaffolds that demonstrate the desired biological activity and could constitute an original therapeutic solution against obesity and associated disorders.
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131
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Chu S, Gochin M. Identification of fragments targeting an alternative pocket on HIV-1 gp41 by NMR screening and similarity searching. Bioorg Med Chem Lett 2013; 23:5114-8. [PMID: 23932360 DOI: 10.1016/j.bmcl.2013.07.026] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2013] [Revised: 07/02/2013] [Accepted: 07/16/2013] [Indexed: 01/12/2023]
Abstract
The HIV-1 envelope glycoprotein gp41 fusion intermediate is a promising drug target for inhibiting viral entry. However, drug development has been impeded by challenges inherent in mediating the underlying protein-protein interaction. Here we report on the identification of fragments that bind to a C-terminal sub-pocket adjacent to the well-known hydrophobic pocket on the NHR coiled coil. Using a specifically designed assay and ligand-based NMR screening of a fragment library, we identified a thioenylaminopyrazole compound with a dissociation constant of ~500 μM. Interaction with the C-terminal sub-pocket was confirmed by paramagnetic relaxation enhancement NMR experiments, which also yielded the binding mode. Shape-based similarity searching detected additional phenylpyrazole and phenyltriazole fragments within the library, enriching the hit rate over random screening, and revealing molecular features required for activity. Discovery of the novel scaffolds and binding mechanism suggests avenues for extending the interaction surface and improving the potency of a hydrophobic pocket binding inhibitor.
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Affiliation(s)
- Shidong Chu
- Department of Basic Sciences, College of Osteopathic Medicine, Touro University California, Mare Island, Vallejo, CA 94592, USA
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132
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Jenkinson SF, Best D, Saville AW, Mui J, Martínez RF, Nakagawa S, Kunimatsu T, Alonzi DS, Butters TD, Norez C, Becq F, Blériot Y, Wilson FX, Weymouth-Wilson AC, Kato A, Fleet GWJ. C-branched iminosugars: α-glucosidase inhibition by enantiomers of isoDMDP, isoDGDP, and isoDAB-L-isoDMDP compared to miglitol and miglustat. J Org Chem 2013; 78:7380-97. [PMID: 23688199 DOI: 10.1021/jo4005487] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The Ho crossed aldol condensation provides access to a series of carbon branched iminosugars as exemplified by the synthesis of enantiomeric pairs of isoDMDP, isoDGDP, and isoDAB, allowing comparison of their biological activities with three linear isomeric natural products DMDP, DGDP, and DAB and their enantiomers. L-IsoDMDP [(2S,3S,4R)-2,4-bis(hydroxymethyl)pyrrolidine-3,4-diol], prepared in 11 steps in an overall yield of 45% from d-lyxonolactone, is a potent specific competitive inhibitor of gut disaccharidases [K(i) 0.081 μM for rat intestinal maltase] and is more effective in the suppression of hyperglycaemia in a maltose loading test than miglitol, a drug presently used in the treatment of late onset diabetes. The partial rescue of the defective F508del-CFTR function in CF-KM4 cells by L-isoDMDP is compared with miglustat and isoLAB in an approach to the treatment of cystic fibrosis.
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Affiliation(s)
- Sarah F Jenkinson
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
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133
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iPPI-DB: a manually curated and interactive database of small non-peptide inhibitors of protein-protein interactions. Drug Discov Today 2013; 18:958-68. [PMID: 23688585 DOI: 10.1016/j.drudis.2013.05.003] [Citation(s) in RCA: 83] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2013] [Revised: 05/06/2013] [Accepted: 05/10/2013] [Indexed: 01/05/2023]
Abstract
The development of small molecule drugs targeting protein-protein interactions (PPI) represents a major challenge, in part owing to the misunderstanding of the PPI chemical space. To this end, we have manually collected the structures, the physicochemical and pharmacological profiles of 1650 PPI inhibitors across 13 families of PPI targets in a database named iPPI-DB. To access iPPI-DB, we propose a user-friendly web application (www.ippidb.cdithem.fr) with customizable queries and intuitive visualizing functionalities for associated properties of the compounds. This could assist scientists to design the next generation of PPI drugs. In this review, we describe iPPI-DB in the context of other low molecular weight molecule databases.
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134
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Golden MS, Cote SM, Sayeg M, Zerbe BS, Villar EA, Beglov D, Sazinsky SL, Georgiadis RM, Vajda S, Kozakov D, Whitty A. Comprehensive experimental and computational analysis of binding energy hot spots at the NF-κB essential modulator/IKKβ protein-protein interface. J Am Chem Soc 2013; 135:6242-56. [PMID: 23506214 PMCID: PMC3680600 DOI: 10.1021/ja400914z] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
We report a comprehensive analysis of binding energy hot spots at the protein-protein interaction (PPI) interface between nuclear factor kappa B (NF-κB) essential modulator (NEMO) and IκB kinase subunit β (IKKβ), an interaction that is critical for NF-κB pathway signaling, using experimental alanine scanning mutagenesis and also the FTMap method for computational fragment screening. The experimental results confirm that the previously identified NEMO binding domain (NBD) region of IKKβ contains the highest concentration of hot-spot residues, the strongest of which are W739, W741, and L742 (ΔΔG = 4.3, 3.5, and 3.2 kcal/mol, respectively). The region occupied by these residues defines a potentially druggable binding site on NEMO that extends for ~16 Å to additionally include the regions that bind IKKβ L737 and F734. NBD residues D738 and S740 are also important for binding but do not make direct contact with NEMO, instead likely acting to stabilize the active conformation of surrounding residues. We additionally found two previously unknown hot-spot regions centered on IKKβ residues L708/V709 and L719/I723. The computational approach successfully identified all three hot-spot regions on IKKβ. Moreover, the method was able to accurately quantify the energetic importance of all hot-spot residues involving direct contact with NEMO. Our results provide new information to guide the discovery of small-molecule inhibitors that target the NEMO/IKKβ interaction. They additionally clarify the structural and energetic complementarity between "pocket-forming" and "pocket-occupying" hot-spot residues, and further validate computational fragment mapping as a method for identifying hot spots at PPI interfaces.
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Affiliation(s)
- Mary S. Golden
- Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Shaun M. Cote
- Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Marianna Sayeg
- Department of Biomedical Engineering, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Brandon S. Zerbe
- Department of Biomedical Engineering, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Elizabeth A. Villar
- Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Dmitri Beglov
- Department of Biomedical Engineering, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Stephen L. Sazinsky
- Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Rosina M. Georgiadis
- Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Sandor Vajda
- Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
- Department of Biomedical Engineering, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Dima Kozakov
- Department of Biomedical Engineering, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Adrian Whitty
- Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
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Abstract
The advent of silicon chip based technologies for genome sequencing promises continuing exponential falls in the reagent costs of sequencing. When every patient has a full genome sequence as part of their medical records the science of drug discovery and drug design must adapt and improve to meet this challenge. This series covers computational, and experimental approaches for small molecules and biologics. From the virtual patient - a computational model of a complete human being, through in silico screening to RNA editing and antibody directed therapies.
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Affiliation(s)
- David L Selwood
- The Wolfson Institute for Biomedical Research, University College London, Gower Street, London, UK.
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