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Sharon EM, Henderson LW, Clemmer DE. Resolving Hidden Solution Conformations of Hemoglobin Using IMS-IMS on a Cyclic Instrument. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2023; 34:1559-1568. [PMID: 37418419 PMCID: PMC10916761 DOI: 10.1021/jasms.3c00032] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/09/2023]
Abstract
Ion mobility spectrometry-mass spectrometry (IMS-MS) experiments on a cyclic IMS instrument were used to examine heterogeneous distributions of structures found in the 15+ to 18+ charge states of the hemoglobin tetramer (Hb). The resolving power of IMS measurements is known to increase with increasing drift-region length. This effect is not significant for Hb charge states as peaks were shown to broaden with increasing drift-region length. This observation suggests that multiple structures with similar cross sections may be present. To examine this hypothesis, selections of drift time distributions were isolated and subsequently reinjected into the mobility region for additional separation. These IMS-IMS experiments demonstrate that selected regions separate further upon additional passes around the drift cell, consistent with the idea that initial resolving power was limited due to the presence of many closely related conformations. Additional variable temperature electrospray ionization (vT-ESI) experiments were conducted to study how changing the solution temperature affects solution conformations. Some features in these IMS-IMS studies were observed to change similarly with solution temperature compared to features in the single IMS distribution. Other features changed differently in the selected mobility data, indicating that solution structures that were obscured upon IMS analysis because of the complex heterogeneity of the original distribution are discernible after reducing the number of conformers that are analyzed by further IMS analysis. These results illustrate that the combination of vT-ESI with IMS-IMS is useful for resolving and exploring conformer distributions and stabilities in systems that exhibit a large degree of structural heterogeneity.
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Affiliation(s)
- Edie M Sharon
- Department of Chemistry, Indiana University Bloomington, Bloomington, Indiana 47405, United States
| | - Lucas W Henderson
- Department of Chemistry, Indiana University Bloomington, Bloomington, Indiana 47405, United States
| | - David E Clemmer
- Department of Chemistry, Indiana University Bloomington, Bloomington, Indiana 47405, United States
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2
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Mathieu‐Gaedke M, Böker A, Glebe U. How to Characterize the Protein Structure and Polymer Conformation in Protein‐Polymer Conjugates – a Perspective. MACROMOL CHEM PHYS 2023. [DOI: 10.1002/macp.202200353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Maria Mathieu‐Gaedke
- Chair of Polymer Materials and Polymer Technologies Institute of Chemistry University of Potsdam Karl‐Liebknecht‐Str. 24–25 14476 Potsdam‐Golm Germany
- Fraunhofer Institute for Applied Polymer Research IAP Geiselbergstr. 69 14476 Potsdam‐Golm Germany
| | - Alexander Böker
- Chair of Polymer Materials and Polymer Technologies Institute of Chemistry University of Potsdam Karl‐Liebknecht‐Str. 24–25 14476 Potsdam‐Golm Germany
- Fraunhofer Institute for Applied Polymer Research IAP Geiselbergstr. 69 14476 Potsdam‐Golm Germany
| | - Ulrich Glebe
- Chair of Polymer Materials and Polymer Technologies Institute of Chemistry University of Potsdam Karl‐Liebknecht‐Str. 24–25 14476 Potsdam‐Golm Germany
- Fraunhofer Institute for Applied Polymer Research IAP Geiselbergstr. 69 14476 Potsdam‐Golm Germany
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3
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Pagar AD, Patil MD, Flood DT, Yoo TH, Dawson PE, Yun H. Recent Advances in Biocatalysis with Chemical Modification and Expanded Amino Acid Alphabet. Chem Rev 2021; 121:6173-6245. [PMID: 33886302 DOI: 10.1021/acs.chemrev.0c01201] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The two main strategies for enzyme engineering, directed evolution and rational design, have found widespread applications in improving the intrinsic activities of proteins. Although numerous advances have been achieved using these ground-breaking methods, the limited chemical diversity of the biopolymers, restricted to the 20 canonical amino acids, hampers creation of novel enzymes that Nature has never made thus far. To address this, much research has been devoted to expanding the protein sequence space via chemical modifications and/or incorporation of noncanonical amino acids (ncAAs). This review provides a balanced discussion and critical evaluation of the applications, recent advances, and technical breakthroughs in biocatalysis for three approaches: (i) chemical modification of cAAs, (ii) incorporation of ncAAs, and (iii) chemical modification of incorporated ncAAs. Furthermore, the applications of these approaches and the result on the functional properties and mechanistic study of the enzymes are extensively reviewed. We also discuss the design of artificial enzymes and directed evolution strategies for enzymes with ncAAs incorporated. Finally, we discuss the current challenges and future perspectives for biocatalysis using the expanded amino acid alphabet.
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Affiliation(s)
- Amol D Pagar
- Department of Systems Biotechnology, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Korea
| | - Mahesh D Patil
- Department of Systems Biotechnology, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Korea
| | - Dillon T Flood
- Department of Chemistry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, United States
| | - Tae Hyeon Yoo
- Department of Molecular Science and Technology, Ajou University, 206 World cup-ro, Yeongtong-gu, Suwon 16499, Korea
| | - Philip E Dawson
- Department of Chemistry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, United States
| | - Hyungdon Yun
- Department of Systems Biotechnology, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Korea
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4
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N-Acylated Derivatives of Sulfamethoxazole Block Chlamydia Fatty Acid Synthesis and Interact with FabF. Antimicrob Agents Chemother 2017; 61:AAC.00716-17. [PMID: 28784680 DOI: 10.1128/aac.00716-17] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Accepted: 07/28/2017] [Indexed: 12/24/2022] Open
Abstract
The type II fatty acid synthesis (FASII) pathway is essential for bacterial lipid biosynthesis and continues to be a promising target for novel antibacterial compounds. Recently, it has been demonstrated that Chlamydia is capable of FASII and this pathway is indispensable for Chlamydia growth. Previously, a high-content screen with Chlamydia trachomatis-infected cells was performed, and acylated sulfonamides were identified to be potent growth inhibitors of the bacteria. C. trachomatis strains resistant to acylated sulfonamides were isolated by serial passage of a wild-type strain in the presence of low compound concentrations. Results from whole-genome sequencing of 10 isolates from two independent drug-resistant populations revealed that mutations that accumulated in fabF were predominant. Studies of the interaction between the FabF protein and small molecules showed that acylated sulfonamides directly bind to recombinant FabF in vitro and treatment of C. trachomatis-infected HeLa cells with the compounds leads to a decrease in the synthesis of Chlamydia fatty acids. This work demonstrates the importance of FASII for Chlamydia development and may lead to the development of new antimicrobials.
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5
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Mbenza NM, Vadakkedath PG, McGillivray DJ, Leung IKH. NMR studies of the non-haem Fe(II) and 2-oxoglutarate-dependent oxygenases. J Inorg Biochem 2017; 177:384-394. [PMID: 28893416 DOI: 10.1016/j.jinorgbio.2017.08.032] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Revised: 08/21/2017] [Accepted: 08/30/2017] [Indexed: 01/13/2023]
Abstract
The non-haem Fe(II) and 2-oxoglutarate (2OG)-dependent oxygenases belong to a superfamily of structurally-related enzymes that play important biological roles in plants, microorganisms and animals. Structural, mechanistic and functional studies of 2OG oxygenases require efficient and effective biophysical tools. Nuclear magnetic resonance (NMR) spectroscopy is a useful tool to study this enzyme superfamily. It has been applied to obtain information about enzyme kinetics, identify and characterise 2OG oxygenase-catalysed oxidation products, elucidate the catalytic mechanism, monitor ligand binding and study protein dynamics. This review summarises the types of information that NMR spectroscopy can provide in the studies of 2OG oxygenases, highlights the advantages of the technique and describes its drawbacks.
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Affiliation(s)
- Naasson M Mbenza
- School of Chemical Sciences, The University of Auckland, Private Bag 92019, Victoria Street West, Auckland 1142, New Zealand
| | - Praveen G Vadakkedath
- School of Chemical Sciences, The University of Auckland, Private Bag 92019, Victoria Street West, Auckland 1142, New Zealand.; MacDiarmid Institute for Advanced Materials and Nanotechnology, PO Box 600, Wellington 6140, New Zealand
| | - Duncan J McGillivray
- School of Chemical Sciences, The University of Auckland, Private Bag 92019, Victoria Street West, Auckland 1142, New Zealand.; MacDiarmid Institute for Advanced Materials and Nanotechnology, PO Box 600, Wellington 6140, New Zealand
| | - Ivanhoe K H Leung
- School of Chemical Sciences, The University of Auckland, Private Bag 92019, Victoria Street West, Auckland 1142, New Zealand..
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6
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Genick CC, Wright SK. Biophysics: for HTS hit validation, chemical lead optimization, and beyond. Expert Opin Drug Discov 2017; 12:897-907. [DOI: 10.1080/17460441.2017.1349096] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Christine C. Genick
- Novartis Pharma AG, Novartis Institutes for BioMedical Research, Chemical Biology and Therapeutics, Protein Sciences, Basel, Switzerland
- Protein Sciences, Research Parkway Meriden, Cambridge, MA, USA
| | - S. Kirk Wright
- Protein Sciences, Research Parkway Meriden, Cambridge, MA, USA
- Protein Sciences, Novartis Pharma AG, Novartis Institutes for BioMedical Research, Chemical Biology and Therapeutics, Cambridge, MA, USA
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7
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Hein C, Löhr F, Schwarz D, Dötsch V. Acceleration of protein backbone NMR assignment by combinatorial labeling: Application to a small molecule binding study. Biopolymers 2017; 107. [PMID: 28035667 DOI: 10.1002/bip.23013] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Revised: 12/15/2016] [Accepted: 12/16/2016] [Indexed: 12/21/2022]
Abstract
Selective labeling with stable isotopes has long been recognized as a valuable tool in protein NMR to alleviate signal overlap and sensitivity limitations. In this study, combinatorial 15 N-, 13 Cα -, and 13 C'-selective labeling has been used during the backbone assignment of human cyclophilin D to explore binding of an inhibitor molecule. Using a cell-free expression system, a scheme that involves 15 N, 1-13 C, 2-13 C, fully 15 N/13 C, and unlabeled amino acids was optimized to gain a maximum of assignment information from three samples. This scheme was combined with time-shared triple-resonance NMR experiments, which allows a fast and efficient backbone assignment by giving the unambiguous assignment of unique amino acid pairs in the protein, the identity of ambiguous pairs and information about all 19 non-proline amino acid types. It is therefore well suited for binding studies where de novo assignments of amide 1 H and 15 N resonances need to be obtained, even in cases where sensitivity is the limiting factor.
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Affiliation(s)
- Christopher Hein
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University, Frankfurt, 60438, Germany
| | - Frank Löhr
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University, Frankfurt, 60438, Germany
| | - Daniel Schwarz
- Merck KGaA, Discovery Pharmacology, Global Research and Development, Darmstadt, 64293, Germany
| | - Volker Dötsch
- Institute of Biophysical Chemistry and Center for Biomolecular Magnetic Resonance, Goethe University, Frankfurt, 60438, Germany
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8
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Sarvagalla S, Coumar MS. Protein-Protein Interactions (PPIs) as an Alternative to Targeting the ATP Binding Site of Kinase. PHARMACEUTICAL SCIENCES 2017. [DOI: 10.4018/978-1-5225-1762-7.ch043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Most of the developed kinase inhibitor drugs are ATP competitive and suffer from drawbacks such as off-target kinase activity, development of resistance due to mutation in the ATP binding pocket and unfavorable intellectual property situations. Besides the ATP binding pocket, protein kinases have binding sites that are involved in Protein-Protein Interactions (PPIs); these PPIs directly or indirectly regulate the protein kinase activity. Of recent, small molecule inhibitors of PPIs are emerging as an alternative to ATP competitive agents. Rational design of inhibitors for kinase PPIs could be carried out using molecular modeling techniques. In silico tools available for the prediction of hot spot residues and cavities at the PPI sites and the means to utilize this information for the identification of inhibitors are discussed. Moreover, in silico studies to target the Aurora B-INCENP PPI sites are discussed in context. Overall, this chapter provides detailed in silico strategies that are available to the researchers for carrying out structure-based drug design of PPI inhibitors.
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9
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Huang R, Ayine-Tora DM, Muhammad Rosdi MN, Li Y, Reynisson J, Leung IK. Virtual screening and biophysical studies lead to HSP90 inhibitors. Bioorg Med Chem Lett 2017; 27:277-281. [DOI: 10.1016/j.bmcl.2016.11.059] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2016] [Revised: 11/20/2016] [Accepted: 11/21/2016] [Indexed: 10/20/2022]
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10
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Integrating biophysics with HTS-driven drug discovery projects. Drug Discov Today 2016; 21:491-8. [PMID: 26826422 DOI: 10.1016/j.drudis.2016.01.011] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Revised: 01/04/2016] [Accepted: 01/20/2016] [Indexed: 12/13/2022]
Abstract
Over the past decade biophysics has become an established discipline in HTS hit triaging, owing to its high fidelity in detecting protein-ligand interactions. Many pharma companies are using biophysical techniques to filter HTS output for false positives, as will be discussed in this review. Moreover, I will demonstrate how the earlier application of biophysics, already at the HTS assay development stage, is potentially even more impactful. Two key areas here are early mode-of-action studies and ensuring that the HTS assay and subsequent cascade are fit for purpose. Top-level results from 20 in-house projects are shown to underpin the impact of these studies.
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11
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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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12
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Lindenberg KS, Weydt P, Müller HP, Bornstedt A, Ludolph AC, Landwehrmeyer GB, Rottbauer W, Kassubek J, Rasche V. Two-point magnitude MRI for rapid mapping of brown adipose tissue and its application to the R6/2 mouse model of Huntington disease. PLoS One 2014; 9:e105556. [PMID: 25144457 PMCID: PMC4140810 DOI: 10.1371/journal.pone.0105556] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Accepted: 07/22/2014] [Indexed: 12/17/2022] Open
Abstract
The recent discovery of active brown fat in human adults has led to renewed interest in the role of this key metabolic tissue. This is particularly true for neurodegenerative conditions like Huntington disease (HD), an adult-onset heritable disorder with a prominent energy deficit phenotype. Current methods for imaging brown adipose tissue (BAT) are in limited use because they are equipment-wise demanding and often prohibitively expensive. This prompted us to explore how a standard MRI set-up can be modified to visualize BAT in situ by taking advantage of its characteristic fat/water content ratio to differentiate it from surrounding white fat. We present a modified MRI protocol for use on an 11.7 T small animal MRI scanner to visualize and quantify BAT in wild-type and disease model laboratory mice. In this application study using the R6/2 transgenic mouse model of HD we demonstrate a significantly reduced BAT volume in HD mice vs. matched controls (n = 5 per group). This finding provides a plausible structural explanation for the previously described temperature phenotype of HD mice and underscores the significance of peripheral tissue pathology for the HD phenotype. On a more general level, the results demonstrate the feasibility of MR-based BAT imaging in rodents and open the path towards transferring this imaging approach to human patients. Future studies are needed to determine if this method can be used to track disease progression in HD and other disease entities associated with BAT abnormalities, including metabolic conditions such as obesity, cachexia, and diabetes.
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Affiliation(s)
| | - Patrick Weydt
- Department of Neurology, Ulm University, Ulm, Germany
| | | | - Axel Bornstedt
- Department of Internal Medicine II, Ulm University, Ulm, Germany
| | | | | | | | - Jan Kassubek
- Department of Neurology, Ulm University, Ulm, Germany
| | - Volker Rasche
- Department of Internal Medicine II, Ulm University, Ulm, Germany
- Core Facility Small Animal Imaging, Ulm University, Ulm, Germany
- * E-mail:
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13
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Determinants of protein–ligand complex formation in the thyroid hormone receptor α: A molecular dynamics simulation study. COMPUT THEOR CHEM 2014. [DOI: 10.1016/j.comptc.2014.03.034] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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14
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Barile E, Pellecchia M. NMR-based approaches for the identification and optimization of inhibitors of protein-protein interactions. Chem Rev 2014; 114:4749-63. [PMID: 24712885 PMCID: PMC4027952 DOI: 10.1021/cr500043b] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2014] [Indexed: 02/07/2023]
Affiliation(s)
- Elisa Barile
- Sanford-Burnham Medical
Research Institute, 10901
North Torrey Pines Road, La Jolla, California 92037, United States
| | - Maurizio Pellecchia
- Sanford-Burnham Medical
Research Institute, 10901
North Torrey Pines Road, La Jolla, California 92037, United States
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15
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Girard PM, Laughton C, Nikjoo H. Determination of DNA structural detail using radioprobing. Int J Radiat Biol 2011; 88:123-8. [PMID: 21823822 DOI: 10.3109/09553002.2011.611215] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
PURPOSE To put radioprobing into context as a relatively new method of determining structural detail in deoxyribonucleic acid (DNA), and to review its use since first proposed in 1997. The key feature of the method is that, by experiment or simulation, a radionuclide such as iodine-125 ((125)I) is placed near the DNA at a known point relative to the DNA base sequence, and the number of resulting strand breaks in each nucleotide is determined. As the intensity of damage declines consistently with distance from the radionuclide, relative distances between the emitter and the nucleotides can be deduced, and hence potentially the topology or structural detail of the DNA. For simulation, appropriate software includes a Molecular Dynamics package, analysis and visualization tools, and a Monte Carlo track structure program. CONCLUSIONS A review of published work and our own recent unpublished studies have shown that radioprobing is sufficiently sensitive and consistent to determine structural detail such as internal folding topology and flexing behavior, and can be applied to DNA or a DNA-protein complex in an approximation to its normal biological environment.
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Affiliation(s)
- Peter M Girard
- Karolinska Institutet, Radiation Biophysics Group, Stockholm, Sweden.
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16
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Schütz AK, Soragni A, Hornemann S, Aguzzi A, Ernst M, Böckmann A, Meier BH. Die Amyloid-Kongorot-Bindungsstelle in atomarer Auflösung. Angew Chem Int Ed Engl 2011. [DOI: 10.1002/ange.201008276] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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17
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Schütz AK, Soragni A, Hornemann S, Aguzzi A, Ernst M, Böckmann A, Meier BH. The amyloid-Congo red interface at atomic resolution. Angew Chem Int Ed Engl 2011; 50:5956-60. [PMID: 21591034 DOI: 10.1002/anie.201008276] [Citation(s) in RCA: 118] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2010] [Revised: 03/03/2011] [Indexed: 11/07/2022]
Affiliation(s)
- Anne K Schütz
- Physikalische Chemie, ETH Zürich, 8093 Zürich, Switzerland
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18
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Dalvit C, Gossert AD, Coutant J, Piotto M. Rapid acquisition of 1H and 19F NMR experiments for direct and competition ligand-based screening. MAGNETIC RESONANCE IN CHEMISTRY : MRC 2011; 49:199-202. [PMID: 21387401 DOI: 10.1002/mrc.2733] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2010] [Revised: 01/03/2011] [Accepted: 01/10/2011] [Indexed: 05/30/2023]
Abstract
Direct and competition ligand-based NMR experiments are often used in the screening of chemical fragment libraries against a protein target due to the high relative sensitivity of NMR for protein-binding events. A plethora of NMR methods has been proposed for this purpose. Two of these techniques are the (19)F T(2) filter and the (1)H selective T(2) filter experiments. Modifications of the pulse sequences of these experiments have resulted in a ∼2-fold reduction in the experiment time thus allowing an increase in the screening throughput and making NMR an attractive technique for screening large compound collections.
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Affiliation(s)
- Claudio Dalvit
- Drug Discovery and Development, Italian Institute of Technology, Genova, Italy.
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19
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Clark EA, Crennell S, Upadhyay A, Zozulya AV, Mackay JD, Svergun DI, Bagby S, van den Elsen JM. A structural basis for Staphylococcal complement subversion: X-ray structure of the complement-binding domain of Staphylococcus aureus protein Sbi in complex with ligand C3d. Mol Immunol 2011; 48:452-62. [PMID: 21055811 PMCID: PMC3025320 DOI: 10.1016/j.molimm.2010.09.017] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2010] [Revised: 09/28/2010] [Accepted: 09/30/2010] [Indexed: 01/07/2023]
Abstract
The structure of the complement-binding domain of Staphylococcus aureus protein Sbi (Sbi-IV) in complex with ligand C3d is presented. The 1.7Å resolution structure reveals the molecular details of the recognition of thioester-containing fragment C3d of the central complement component C3, involving interactions between residues of Sbi-IV helix α2 and the acidic concave surface of C3d. The complex provides a structural basis for the binding preference of Sbi for native C3 over C3b and explains how Sbi-IV inhibits the interaction between C3d and complement receptor 2. A second C3d binding site on Sbi-IV is identified in the crystal structure that is not observed in related S. aureus C3 inhibitors Efb-C and Ehp. This binding mode perhaps hints as to how Sbi-IV, as part of Sbi, forms a C3b-Sbi adduct and causes futile consumption of C3, an extraordinary aspect of Sbi function that is not shared by any other known Staphylococcal complement inhibitor.
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Affiliation(s)
- Elizabeth A. Clark
- University of Bath, Department of Biology and Biochemistry, Claverton Down, Bath BA2 7AY, United Kingdom
| | - Susan Crennell
- University of Bath, Department of Biology and Biochemistry, Claverton Down, Bath BA2 7AY, United Kingdom
| | - Abhishek Upadhyay
- University of Bath, Department of Biology and Biochemistry, Claverton Down, Bath BA2 7AY, United Kingdom
| | | | - Julia D. Mackay
- University of Bath, Department of Biology and Biochemistry, Claverton Down, Bath BA2 7AY, United Kingdom
| | | | - Stefan Bagby
- University of Bath, Department of Biology and Biochemistry, Claverton Down, Bath BA2 7AY, United Kingdom
| | - Jean M.H. van den Elsen
- University of Bath, Department of Biology and Biochemistry, Claverton Down, Bath BA2 7AY, United Kingdom,Corresponding author. Tel.: +44 1225 383639; fax: +44 1225 386779.
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20
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NMR analysis reveals 17β-estradiol induced conformational change in ERβ ligand binding domain expressed in E. coli. Mol Biol Rep 2010; 38:4657-61. [PMID: 21153770 DOI: 10.1007/s11033-010-0600-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2010] [Accepted: 11/22/2010] [Indexed: 10/18/2022]
Abstract
Nuclear magnetic resonance (NMR) spectroscopy is a useful biophysical technique to study the ligand-protein interaction. In this report, we have used bacterially produced ERβ and its domains for studying the functional analysis of ligand-protein interaction. Briefly, ERβ and its transactivation domain (TAD) and ligand binding domain (LBD) were subcloned and overexpressed using a prokaryotic expression system. The recombinant proteins were purified using Ni(+2)-IDA affinity chromatography and analyzed by NMR. Purified ERβ and TAD show similar conformation in the absence or presence of 17β-estradiol. However, LBD shows altered conformation in the presence of 17β-estradiol. These findings suggest that ERβ produced in bacteria exhibits a conformation such that its LBD remains masked and consequently it binds less to 17β-estradiol. Such study may help to develop the therapeutic approaches for controlling the estradiol-mediated gene expression in hormone dependent diseases.
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21
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Bergsdorf C, Ottl J. Affinity-based screening techniques: their impact and benefit to increase the number of high quality leads. Expert Opin Drug Discov 2010; 5:1095-107. [DOI: 10.1517/17460441.2010.524641] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Christian Bergsdorf
- Novartis Institutes of BioMedical Research, CPC/LFP/LFT, WSJ-88.07.31, CH-4002 Basel, Switzerland ;
| | - Johannes Ottl
- Novartis Institutes of BioMedical Research, CPC/LFP/LFT, WSJ-88.10.03, CH-4002 Basel, Switzerland
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Zhang J, Adrián FJ, Jahnke W, Cowan-Jacob SW, Li AG, Iacob RE, Sim T, Powers J, Dierks C, Sun F, Guo GR, Ding Q, Okram B, Choi Y, Wojciechowski A, Deng X, Liu G, Fendrich G, Strauss A, Vajpai N, Grzesiek S, Tuntland T, Liu Y, Bursulaya B, Azam M, Manley PW, Engen JR, Daley GQ, Warmuth M, Gray NS. Targeting Bcr-Abl by combining allosteric with ATP-binding-site inhibitors. Nature 2010; 463:501-6. [PMID: 20072125 DOI: 10.1038/nature08675] [Citation(s) in RCA: 448] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2009] [Accepted: 11/11/2009] [Indexed: 11/09/2022]
Abstract
In an effort to find new pharmacological modalities to overcome resistance to ATP-binding-site inhibitors of Bcr-Abl, we recently reported the discovery of GNF-2, a selective allosteric Bcr-Abl inhibitor. Here, using solution NMR, X-ray crystallography, mutagenesis and hydrogen exchange mass spectrometry, we show that GNF-2 binds to the myristate-binding site of Abl, leading to changes in the structural dynamics of the ATP-binding site. GNF-5, an analogue of GNF-2 with improved pharmacokinetic properties, when used in combination with the ATP-competitive inhibitors imatinib or nilotinib, suppressed the emergence of resistance mutations in vitro, displayed additive inhibitory activity in biochemical and cellular assays against T315I mutant human Bcr-Abl and displayed in vivo efficacy against this recalcitrant mutant in a murine bone-marrow transplantation model. These results show that therapeutically relevant inhibition of Bcr-Abl activity can be achieved with inhibitors that bind to the myristate-binding site and that combining allosteric and ATP-competitive inhibitors can overcome resistance to either agent alone.
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Affiliation(s)
- Jianming Zhang
- Dana-Farber Cancer Institute, Harvard Medical School, Department of Cancer Biology, Seeley G. Mudd Building 628, Boston, Massachusetts 02115, USA
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23
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Vulpetti A, Hommel U, Landrum G, Lewis R, Dalvit C. Design and NMR-Based Screening of LEF, a Library of Chemical Fragments with Different Local Environment of Fluorine. J Am Chem Soc 2009; 131:12949-59. [DOI: 10.1021/ja905207t] [Citation(s) in RCA: 92] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Anna Vulpetti
- Novartis Institute for Biomedical Research, Novartis Pharma AG, CH-4002 Basel, Switzerland, Italian Institute of Technology, Via Morego 30, 16163 Genova, Italy
| | - Ulrich Hommel
- Novartis Institute for Biomedical Research, Novartis Pharma AG, CH-4002 Basel, Switzerland, Italian Institute of Technology, Via Morego 30, 16163 Genova, Italy
| | - Gregory Landrum
- Novartis Institute for Biomedical Research, Novartis Pharma AG, CH-4002 Basel, Switzerland, Italian Institute of Technology, Via Morego 30, 16163 Genova, Italy
| | - Richard Lewis
- Novartis Institute for Biomedical Research, Novartis Pharma AG, CH-4002 Basel, Switzerland, Italian Institute of Technology, Via Morego 30, 16163 Genova, Italy
| | - Claudio Dalvit
- Novartis Institute for Biomedical Research, Novartis Pharma AG, CH-4002 Basel, Switzerland, Italian Institute of Technology, Via Morego 30, 16163 Genova, Italy
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24
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Zhang X, Sänger A, Hemmig R, Jahnke W. Ranking of High-Affinity Ligands by NMR Spectroscopy. Angew Chem Int Ed Engl 2009; 48:6691-4. [DOI: 10.1002/anie.200902591] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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25
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Zhang X, Sänger A, Hemmig R, Jahnke W. Ranking of High-Affinity Ligands by NMR Spectroscopy. Angew Chem Int Ed Engl 2009. [DOI: 10.1002/ange.200902591] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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26
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Skinner AL, Laurence JS. High-field solution NMR spectroscopy as a tool for assessing protein interactions with small molecule ligands. J Pharm Sci 2009; 97:4670-95. [PMID: 18351634 DOI: 10.1002/jps.21378] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The ability of a small molecule to bind and modify the activity of a protein target at a specific site greatly impacts the success of drugs in the pharmaceutical industry. One of the most important tools for evaluating these interactions has been high-field solution nuclear magnetic resonance (NMR) because of its unique ability to examine even weak protein-drug interactions at high resolution. NMR can be used to evaluate the structural, thermodynamic and kinetic aspects of a binding reaction. The basis of NMR screening experiments is that binding causes a perturbation in the physical properties of both molecules. Unique properties of small and macromolecules allow selective detection of either the protein target or ligand, even in a mixture of compounds. This review outlines current methodologies for assessing protein-ligand interactions from the perspectives of the protein target and ligand and delineates the fundamental principles for understanding NMR approaches in drug research. Advances in instrumentation, pulse sequences, isotopic labeling strategies, and the development of competition experiments support the study of higher molecular weight protein targets, facilitate higher-throughput and expand the range of binding affinities that can be evaluated, enhancing the utility of NMR for identifying and characterizing potential therapeutics to druggable protein targets.
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Affiliation(s)
- Andria L Skinner
- Department of Pharmaceutical Chemistry, The University of Kansas, Lawrence, Kansas 66047, USA
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27
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Viegas A, Macedo AL, Cabrita EJ. Ligand-based nuclear magnetic resonance screening techniques. Methods Mol Biol 2009; 572:81-100. [PMID: 20694687 DOI: 10.1007/978-1-60761-244-5_6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
A critical step in the drug discovery process is the identification of high-affinity ligands for macromolecular targets, and, over the last 10 years, NMR spectroscopy has become a powerful tool in the pharmaceutical industry. Instrumental improvements in recent years have contributed significantly to this development. Digital recording, cryogenic probes, autosamplers, and higher magnetic fields shorten the time for data acquisition and improve the spectral quality. In addition, new experiments and pulse sequences make a vast amount of information available for the drug discovery process. All these techniques take advantage of the fact that upon complex formation between a target molecule and a ligand, significant perturbations can be observed in NMR-sensitive parameters of either the target or the ligand. These perturbations can be used qualitatively to detect ligand binding or quantitatively to assess the strength of the binding interaction. In addition, some of the techniques allow the identification of the ligand-binding site or which part of the ligand is responsible for interacting with the target.In this chapter, we will use examples from our own research to illustrate how NMR experiments to characterize ligand binding may be used to both screen for novel compounds during the process of lead generation, and provide structural information useful for lead optimization during the latter stages of a discovery program.
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Affiliation(s)
- Aldino Viegas
- REQUIMTE, Department of Chemistry, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Caparica, Portugal
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28
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Rothweiler U, Czarna A, Weber L, Popowicz GM, Brongel K, Kowalska K, Orth M, Stemmann O, Holak TA. NMR Screening for Lead Compounds Using Tryptophan-Mutated Proteins. J Med Chem 2008; 51:5035-42. [DOI: 10.1021/jm8002813] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Ulli Rothweiler
- Max Planck Institute for Biochemistry, D-82152 Martinsried, Germany, NexusPharma Inc., 253-13 Summit Square Center, Langhorne, Pennsylvania 19047-1098
| | - Anna Czarna
- Max Planck Institute for Biochemistry, D-82152 Martinsried, Germany, NexusPharma Inc., 253-13 Summit Square Center, Langhorne, Pennsylvania 19047-1098
| | - Lutz Weber
- Max Planck Institute for Biochemistry, D-82152 Martinsried, Germany, NexusPharma Inc., 253-13 Summit Square Center, Langhorne, Pennsylvania 19047-1098
| | - Grzegorz M. Popowicz
- Max Planck Institute for Biochemistry, D-82152 Martinsried, Germany, NexusPharma Inc., 253-13 Summit Square Center, Langhorne, Pennsylvania 19047-1098
| | - Kinga Brongel
- Max Planck Institute for Biochemistry, D-82152 Martinsried, Germany, NexusPharma Inc., 253-13 Summit Square Center, Langhorne, Pennsylvania 19047-1098
| | - Kaja Kowalska
- Max Planck Institute for Biochemistry, D-82152 Martinsried, Germany, NexusPharma Inc., 253-13 Summit Square Center, Langhorne, Pennsylvania 19047-1098
| | - Michael Orth
- Max Planck Institute for Biochemistry, D-82152 Martinsried, Germany, NexusPharma Inc., 253-13 Summit Square Center, Langhorne, Pennsylvania 19047-1098
| | - Olaf Stemmann
- Max Planck Institute for Biochemistry, D-82152 Martinsried, Germany, NexusPharma Inc., 253-13 Summit Square Center, Langhorne, Pennsylvania 19047-1098
| | - Tad A. Holak
- Max Planck Institute for Biochemistry, D-82152 Martinsried, Germany, NexusPharma Inc., 253-13 Summit Square Center, Langhorne, Pennsylvania 19047-1098
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29
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NMR-Based Strategies to Elucidate Bioactive Conformations of Weakly Binding Ligands. Top Curr Chem (Cham) 2008. [PMID: 23605457 DOI: 10.1007/128_2007_16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Key processes in molecular biology are regulated by interactions between biomolecules. Protein-proteinand protein-ligand interactions, e.g., in signal transduction pathways, rely on the subtle interactionsbetween atoms at the binding interface of the involved molecules. Because biomolecules often havemany interacting partners, these interactions are not necessarily strong. The study of molecularrecognition gives insight into the complex network of signaling in life and is the basis of structure-baseddrug design.In the situation where the interaction is weak, one of the traditional methods that can be appliedto obtain structural information (internuclear distances) of the bound ligand is the so-called transferredNOE (trNOE) method. Recently, it became possible to use transferred cross-correlated relaxation (trCCR)to directly measure dihedral angles. The combined use of these two techniques significantly improvesthe precision of the structure determination of ligands weakly bound to macromolecules.The application of these techniques will be discussed in detail for a peptide derived fromIKKβ bound to the protein NEMO that plays an important rolein the NFκB pathway.
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30
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Arendt Y, Bhaumik A, Del Conte R, Luchinat C, Mori M, Porcu M. Fragment Docking to S100 Proteins Reveals a Wide Diversity of Weak Interaction Sites. ChemMedChem 2007; 2:1648-54. [PMID: 17705319 DOI: 10.1002/cmdc.200700096] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The S100 protein family is a highly conserved group of Ca(2+)-binding proteins that belong to the EF-hand type and are considered potential drug targets. In the present study we focused our attention on two members of the family: S100A13 and S100B; the former is involved in the nonclassical protein release of two proangiogenic polypeptides FGF-1 and IL-1alpha that are involved in inflammatory processes, whereas S100B is known to interact with the C-terminal domain of the intracellular tumor suppressor p53 and promote cancer development. We screened, using waterLOGSY NMR experiments, 430 molecules of a generic fragment library and we identified different hits for each protein. The subset of fragments interacting with S100B has very few members in common with the subset interacting with S100A13. From the (15)N-HSQC NMR spectra of the proteins in the presence of those hits the chemical shift differences Deltadelta(HN) were calculated, and the main regions of surface interaction were identified. A relatively large variety of interaction regions for various ligands were identified for the two proteins, including known or suggested protein-protein interaction sites.
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Affiliation(s)
- Yvonne Arendt
- ProtEra S.r.l. University Scientific Campus viale delle Idee, 22, 50019 Sesto Fiorentino FI, Italy
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31
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Jahnke W. Perspectives of biomolecular NMR in drug discovery: the blessing and curse of versatility. JOURNAL OF BIOMOLECULAR NMR 2007; 39:87-90. [PMID: 17701274 DOI: 10.1007/s10858-007-9183-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2007] [Accepted: 07/12/2007] [Indexed: 05/16/2023]
Abstract
The versatility of NMR and its broad applicability to several stages in the drug discovery process is well known and generally considered one of the major strengths of NMR (Pellecchia et al., Nature Rev Drug Discov 1:211-219, 2002; Stockman and Dalvit, Prog Nucl Magn Reson Spectrosc 41:187-231, 2002; Lepre et al., Comb Chem High throughput screen 5:583-590, 2002; Wyss et al., Curr Opin Drug Discov Devel 5:630-647, 2002; Jahnke and Widmer, Cell Mol Life Sci 61:580-599, 2004; Huth et al., Methods Enzymol 394:549-571, 2005b; Klages et al., Mol Biosyst 2:318-332, 2006; Takeuchi and Wagner, Curr Opin Struct Biol 16:109-117, 2006; Zartler and Shapiro, Curr Pharm Des 12:3963-3972, 2006). Indeed, NMR is the only biophysical technique which can detect and quantify molecular interactions, and at the same time provide detailed structural information with atomic level resolution. NMR should therefore be ideally suited and widely requested as a tool for drug discovery research, and numerous examples of drug discovery projects which have substantially benefited from NMR contributions or were even driven by NMR have been described in the literature. However, not all pharmaceutical companies have rigorously implemented NMR as integral tool of their research processes. Some companies invest with limited resources, and others do not use biomolecular NMR at all. This discrepancy in assessing the value of a technology is striking, and calls for clarification--under which circumstances can NMR provide added value to the drug discovery process? What kind of contributions can NMR make, and how is it implemented and integrated for maximum impact? This perspectives article suggests key areas of impact for NMR, and a model of integrating NMR with other technologies to realize synergies and maximize their value for drug discovery.
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Affiliation(s)
- Wolfgang Jahnke
- Novartis Institutes for BioMedical Research, Discovery Technologies, Basel 4002, Switzerland.
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32
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Schwarz A, Brecker L, Nidetzky B. Probing the active site of Corynebacterium callunae starch phosphorylase through the characterization of wild-type and His334-->Gly mutant enzymes. FEBS J 2007; 274:5105-15. [PMID: 17803683 DOI: 10.1111/j.1742-4658.2007.06030.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
His334 facilitates catalysis by Corynebacterium callunae starch phosphorylase through selective stabilization of the transition state of the reaction, partly derived from a hydrogen bond between its side chain and the C-6 hydroxy group of the glucosyl residue undergoing transfer to and from phosphate. We have substituted His334 by a Gly and measured the disruptive effects of the site-directed replacement on active site function using steady-state kinetics and NMR spectroscopic characterization of the cofactor pyridoxal 5'-phosphate and binding of carbohydrate ligands. Purified H334G showed 0.05% and 1.3% of wild-type catalytic center activity for phosphorolysis of maltopentaose (kcatP = 0.033 s(-1)) and substrate binding affinity in the ternary complex with enzyme bound to phosphate (Km = 280 mm), respectively. The 31P chemical shift of pyridoxal 5'-phosphate in the wild-type was pH-dependent and not perturbed by binding of arsenate. At pH 7.25, it was not sensitive to the replacement His334-->Gly. Analysis of interactions of alpha-d-glucose 1-phosphate and alpha-d-xylose 1-phosphate upon binding to wild-type and H334G phosphorylase, derived from saturation transfer difference NMR experiments, suggested that disruption of enzyme-substrate interactions in H334G was strictly local, affecting the protein environment of sugar carbon 6. pH profiles of the phosphorolysis rate for wild-type and H334G were both bell-shaped, with the broad pH range of optimum activity in the wild-type (pH 6.5-7.5) being narrowed and markedly shifted to lower pH values in the mutant (pH 6.5-7.0). External imidazole partly restored the activity lost in the mutant, without, however, participating as an alternative nucleophile in the reaction. It caused displacement of the entire pH profile of H334G by + 0.5 pH units. A possible role for His334 in the formation of the oxocarbenium ion-like transition state is suggested, where the hydrogen bond between its side chain and the 6-hydroxyl polarizes and positions O-6 such that electron density in the reactive center is enhanced.
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Affiliation(s)
- Alexandra Schwarz
- Institute of Biotechnology and Biochemical Engineering, Graz University of Technology, Austria
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33
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Krajewski M, Rothweiler U, D'Silva L, Majumdar S, Klein C, Holak TA. An NMR-based antagonist induced dissociation assay for targeting the ligand-protein and protein-protein interactions in competition binding experiments. J Med Chem 2007; 50:4382-7. [PMID: 17696513 DOI: 10.1021/jm070365v] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
We present an NMR-based antagonist induced dissociation assay (AIDA) for validation of inhibitor action on protein-protein interactions. As opposed to many standard NMR methods, AIDA directly validates the inhibitor potency in an in vitro NMR competition binding experiment. AIDA requires a large protein fragment (larger than 30 kDa) to bind to a small reporter protein (less than 20 kDa). We show here that a small fragment of a protein fused to glutathione S-transferase (GST) can effectively substitute the large protein component. We successfully used a GST-tagged N-terminal 73-residue p53 domain for binding studies with the human MDM2 protein. Other interactions we studied involved complexes of CDK2, cyclin A, p27, and the retinoblastoma protein. All these proteins play a key role in the cell division cycle, are associated with tumorigenesis, and are thus the subject of anticancer therapy strategies.
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Affiliation(s)
- Marcin Krajewski
- Max Planck Institute for Biochemistry, D-82152 Martinsried, Germany
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34
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Papeo G, Giordano P, Brasca MG, Buzzo F, Caronni D, Ciprandi F, Mongelli N, Veronesi M, Vulpetti A, Dalvit C. Polyfluorinated Amino Acids for Sensitive 19F NMR-Based Screening and Kinetic Measurements. J Am Chem Soc 2007; 129:5665-72. [PMID: 17417847 DOI: 10.1021/ja069128s] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Two novel series of polyfluorinated amino acids (PFAs) were designed and synthesized according to a very short and scalable synthetic sequence. The advantages and limitations of these moieties for screening purposes are presented and discussed. The potential applications of these PFAs were tested with their incorporation into small arginine-containing peptides that represent suitable substrates for the enzyme trypsin. The enzymatic reactions were monitored by 19F NMR spectroscopy, using the 3-FABS (three fluorine atoms for biochemical screening) technique. The high sensitivity achieved with these PFAs permits a reduction in substrate concentration required for 3-FABS. This is relevant in the utilization of 3-FABS in fragment-based screening for identification of small scaffolds that bind weakly to the receptor of interest. The large dispersion of 19F isotropic chemical shifts allows the simultaneous measurement of the efficiency of the different substrates, thus identifying the best substrate for screening purposes. Furthermore, the knowledge of KM and Kcat for the different substrates allows the identification of the structural motifs responsible for the binding affinity to the receptor and those affecting the chemical steps in enzymatic catalysis. This enables the construction of suitable pharmacophores that can be used for designing nonpeptidic inhibitors with high affinity for the enzyme or molecules that mimic the transition state. The novel PFAs can also find useful application in the FAXS (fluorine chemical shift anisotropy and exchange for screening) experiment, a 19F-based competition binding assay for the detection of molecules that inhibit the interaction between two proteins.
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Affiliation(s)
- Gianluca Papeo
- Chemistry Department, Nerviano Medical Sciences, Viale Pasteur 10, 20014 Nerviano, Milano, Italy.
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35
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Novak P, Giannakopulos AE. Chemical cross-linking and mass spectrometry as structure determination tools. EUROPEAN JOURNAL OF MASS SPECTROMETRY (CHICHESTER, ENGLAND) 2007; 13:105-13. [PMID: 17881777 DOI: 10.1255/ejms.868] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Chemical cross-linking is becoming a valuable tool for the high-order structure determination of proteins and protein complexes. Cross-linking methodology is able to provide low-resolution structures when at least something is known already about the proteins under investigation. The suitability of top-down and bottom-up methodologies is discussed and further potential applications of chemical cross-linking of proteins, as well as combinations with other techniques such as hydrogen/deuterium exchange and molecular modeling, are suggested.
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Affiliation(s)
- Petr Novak
- Institute of Microbiology, Academy of Sciences, Prague, Czech Republic
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36
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Klages J, Coles M, Kessler H. NMR-based screening: a powerful tool in fragment-based drug discovery. Analyst 2007; 132:693-705. [PMID: 17657909 DOI: 10.1039/b709658p] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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37
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Haselhorst T, Oschlies M, Abu-Izneid T, Kiefel MJ, Tiralongo J, Münster-Kühnel AK, Gerardy-Schahn R, von Itzstein M. A 1H STD NMR spectroscopic investigation of sialylnucleoside mimetics as probes of CMP-Kdn synthetase. Glycoconj J 2006; 23:371-5. [PMID: 16897179 DOI: 10.1007/s10719-006-6735-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2005] [Revised: 12/14/2005] [Accepted: 12/21/2005] [Indexed: 10/24/2022]
Abstract
CMP-Kdn synthetase catalyses the reaction of sialic acids (Sia) and CTP to the corresponding activated sugar nucleotide CMP-Sia and pyrophosphate PP( i ). Saturation Transfer Difference (STD) NMR spectroscopy has been employed to investigate the sub-structural requirements of the enzyme's binding domain. Sialylnucleoside mimetics, where the sialic acid moiety has been replaced by a carboxyl group and a hydrophobic moiety, have been used in NMR experiments, to probe the tolerance of the CMP-Kdn synthetase to such replacements. From our data it would appear that unlike another sialylnucleotide-recognising protein, the CMP-Neu5Ac transport protein, either a phosphate group or other functional groups on the sialic acid framework may play important roles in recognition by the synthetase.
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Affiliation(s)
- Thomas Haselhorst
- Institute for Glycomics, Griffith University (Gold Coast Campus), PMB 50 Gold Coast Mail Centre, Queensland 9726, Australia
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38
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Klages J, Coles M, Kessler H. NMR-based screening: a powerful tool in fragment-based drug discovery. MOLECULAR BIOSYSTEMS 2006. [DOI: 10.1039/b605309m] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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39
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Dalvit C, Mongelli N, Papeo G, Giordano P, Veronesi M, Moskau D, Kümmerle R. Sensitivity improvement in 19F NMR-based screening experiments: theoretical considerations and experimental applications. J Am Chem Soc 2005; 127:13380-5. [PMID: 16173772 DOI: 10.1021/ja0542385] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
NMR-based binding and functional screening performed with FAXS (fluorine chemical shift anisotropy and exchange for screening) and 3-FABS (three fluorine atoms for biochemical screening) represents a potential alternative approach to high-throughput screening for the identification of novel potential drug candidates. The major limitation of this method in its current status is its intrinsic low sensitivity that limits the number of tested compounds. One approach for overcoming this problem is the use of a cryogenically cooled (19)F probe that reduces the thermal noise in the receiver circuitry. Sensitivity improvement in the two screening techniques achieved with the novel cryogenic (19)F probe technology permits an increased throughput, detection of weaker binders and inhibitors (relevant in a fragment-based lead discovery program), detection of slow binders, and reduction in protein and substrate consumption. These aspects are analyzed with theoretical simulations and experimental quantitative performance evaluation. Application of 3-FABS combined with the cryogenic (19)F probe technology to rapid screening at very low enzyme concentrations and the current detection limits reached with this approach are also presented.
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Affiliation(s)
- Claudio Dalvit
- Chemistry Department, Nerviano Medical Sciences, 20014 Nerviano, Milano, Italy.
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40
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Haselhorst T, Münster-Kühnel AK, Stolz A, Oschlies M, Tiralongo J, Kitajima K, Gerardy-Schahn R, von Itzstein M. Probing a CMP-Kdn synthetase by 1H, 31P, and STD NMR spectroscopy. Biochem Biophys Res Commun 2005; 327:565-70. [PMID: 15629150 DOI: 10.1016/j.bbrc.2004.12.040] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2004] [Indexed: 10/26/2022]
Abstract
CMP-Kdn synthetase catalyses the reaction of sialic acids (Sia) and cytidine-5'-triphosphate (CTP) to the corresponding activated sugar nucleotide CMP-Sia and pyrophosphate PP(i). STD NMR experiments of a recombinant nucleotide cytidine-5'-monophosphate-3-deoxy-d-glycero-d-galacto-nonulosonic acid synthetase (CMP-Kdn synthetase) were performed to map the binding epitope of the substrate CTP and the product CMP-Neu5Ac. The STD NMR analysis clearly shows that the anomeric proton of the ribose moiety of both investigated compounds is in close proximity to the protein surface and is likely to play a key role in the binding process. The relative rates of the enzyme reaction, derived from (1)H NMR signal integrals, show that Kdn is activated at a rate 2.5 and 3.1 faster than Neu5Ac and Neu5Gc, respectively. Furthermore, proton-decoupled (31)P NMR spectroscopy was successfully used to follow the enzyme reaction and clearly confirmed the appearance of CMP-Sia and the inorganic pyrophosphate by-product.
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Affiliation(s)
- Thomas Haselhorst
- Institute for Glycomics, Griffith University (Gold Coast Campus), PMB 60 Gold Coast Mail Centre, Queensland 9726, Australia
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41
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Mercier KA, Powers R. Determining the optimal size of small molecule mixtures for high throughput NMR screening. JOURNAL OF BIOMOLECULAR NMR 2005; 31:243-258. [PMID: 15803397 DOI: 10.1007/s10858-005-0948-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2004] [Accepted: 01/06/2005] [Indexed: 05/24/2023]
Abstract
High-throughput screening (HTS) using NMR spectroscopy has become a common component of the drug discovery effort and is widely used throughout the pharmaceutical industry. NMR provides additional information about the nature of small molecule-protein interactions compared to traditional HTS methods. In order to achieve comparable efficiency, small molecules are often screened as mixtures in NMR-based assays. Nevertheless, an analysis of the efficiency of mixtures and a corresponding determination of the optimum mixture size (OMS) that minimizes the amount of material and instrumentation time required for an NMR screen has been lacking. A model for calculating OMS based on the application of the hypergeometric distribution function to determine the probability of a "hit" for various mixture sizes and hit rates is presented. An alternative method for the deconvolution of large screening mixtures is also discussed. These methods have been applied in a high-throughput NMR screening assay using a small, directed library.
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Affiliation(s)
- Kelly A Mercier
- Department of Chemistry, University of Nebraska Lincoln, 722 Hamilton Hall, Lincoln, NE 68522-0304, USA
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Huth JR, Mendoza R, Olejniczak ET, Johnson RW, Cothron DA, Liu Y, Lerner CG, Chen J, Hajduk PJ. ALARM NMR: a rapid and robust experimental method to detect reactive false positives in biochemical screens. J Am Chem Soc 2005; 127:217-24. [PMID: 15631471 DOI: 10.1021/ja0455547] [Citation(s) in RCA: 173] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
High-throughput screening (HTS) of large compound collections typically results in numerous small molecule hits that must be carefully evaluated to identify valid drug leads. Although several filtering mechanisms and other tools exist that can assist the chemist in this process, it is often the case that costly synthetic resources are expended in pursuing false positives. We report here a rapid and reliable NMR-based method for identifying reactive false positives including those that oxidize or alkylate a protein target. Importantly, the reactive species need not be the parent compound, as both reactive impurities and breakdown products can be detected. The assay is called ALARM NMR (a La assay to detect reactive molecules by nuclear magnetic resonance) and is based on monitoring DTT-dependent (13)C chemical shift changes of the human La antigen in the presence of a test compound or mixture. Extensive validation has been performed to demonstrate the reliability and utility of using ALARM NMR to assess thiol reactivity. This included comparing ALARM NMR to a glutathione-based fluorescence assay, as well as testing a collection of more than 3500 compounds containing HTS hits from 23 drug targets. The data show that current in silico filtering tools fail to identify more than half of the compounds that can act via reactive mechanisms. Significantly, we show how ALARM NMR data has been critical in identifying reactive compounds that would otherwise have been prioritized for lead optimization. In addition, a new filtering tool has been developed on the basis of the ALARM NMR data that can augment current in silico programs for identifying nuisance compounds and improving the process of hit triage.
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Affiliation(s)
- Jeffrey R Huth
- Global Pharmaceutical Research and Development, Abbott Laboratories, Abbott Park, Illinois 60064, USA
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Dalvit C, Papeo G, Mongelli N, Giordano P, Saccardo B, Costa A, Veronesi M, Ko SY. Rapid NMR-based functional screening and IC50 measurements performed at unprecedentedly low enzyme concentration. Drug Dev Res 2005. [DOI: 10.1002/ddr.10430] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Dalvit C, Ardini E, Fogliatto GP, Mongelli N, Veronesi M. Reliable high-throughput functional screening with 3-FABS. Drug Discov Today 2004; 9:595-602. [PMID: 15239978 DOI: 10.1016/s1359-6446(04)03161-7] [Citation(s) in RCA: 58] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
An NMR method called 3-FABS has extended the capabilities of NMR, enabling rapid, efficient and reliable high-throughput functional screening for the identification of inhibitors and for measuring their 50% mean inhibition concentration (IC(50)) with accuracy. The substrate is tagged with a CF(3) moiety and (19)F NMR spectroscopy is used for the detection of the substrate and product components. We provide comprehensive insight into 3-FABS, a discussion of its strength and weakness when compared with other HTS techniques and a presentation of some of its applications to the screening of different enzymes and to multiple screening.
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Affiliation(s)
- Claudio Dalvit
- Chemistry Department, Nerviano Medical Science, Viale Pasteur 10, 20014 Nerviano (MI), Italy.
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