1
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Dey A, Mitra D, Rachineni K, Khatri LR, Paithankar H, Vajpai N, Kumar A. Mapping of Methyl Epitopes of a Peptide-Drug with Its Receptor by 2D STDD-Methyl TROSY NMR Spectroscopy. Chembiochem 2022; 23:e202200489. [PMID: 36227643 DOI: 10.1002/cbic.202200489] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 10/13/2022] [Indexed: 01/25/2023]
Abstract
The current trend in the biopharmaceutical market has boosted the development and production of biological drugs with high efficacy and fidelity for receptor binding. While high-resolution structural insights into binding epitopes of the receptor are indispensable for better therapeutic design, it is tedious and costly. In this work, we develop a protocol by integrating two well-known NMR-based solution-state methods. Saturation transfer double-difference with methyl-TROSY (STDD-Methyl TROSY NMR) was used to probe methyl binding epitopes of the ligand in a label-free environment. This study was carried out with Human insulin as a model peptide drug, with the insulin growth factor receptor (IGFR), which is an off-target receptor for insulin. Methyl epitopes identified from STDD-Methyl TROSY NMR spectroscopy were validated through the HADDOCK platform to generate a drug-receptor model. Since this method can be applied at natural abundance, it has the potential to screen a large set of peptide-drug interactions for optimum receptor binding. Thus, we propose STDD-Methyl TROSY NMR spectroscopy as a technique for rapid screening of biologics for the development of optimized biopharmaceutics.
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Affiliation(s)
- Anomitra Dey
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai Mumbai, 400076, India
| | - Debarghya Mitra
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai Mumbai, 400076, India
| | - Kavitha Rachineni
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai Mumbai, 400076, India
| | - Lakshya Raj Khatri
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai Mumbai, 400076, India
| | - Harshad Paithankar
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai Mumbai, 400076, India
| | - Navratna Vajpai
- Biocon Biologics Limited, Biocon Park (SEZ), Bommasandra-Jigani Link Road, Bangalore, 560099, India
| | - Ashutosh Kumar
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai Mumbai, 400076, India
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2
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Buchanan CJ, Gaunt B, Harrison PJ, Yang Y, Liu J, Khan A, Giltrap AM, Le Bas A, Ward PN, Gupta K, Dumoux M, Tan TK, Schimaski L, Daga S, Picchiotti N, Baldassarri M, Benetti E, Fallerini C, Fava F, Giliberti A, Koukos PI, Davy MJ, Lakshminarayanan A, Xue X, Papadakis G, Deimel LP, Casablancas-Antràs V, Claridge TDW, Bonvin AMJJ, Sattentau QJ, Furini S, Gori M, Huo J, Owens RJ, Schaffitzel C, Berger I, Renieri A, Naismith JH, Baldwin AJ, Davis BG. Pathogen-sugar interactions revealed by universal saturation transfer analysis. Science 2022; 377:eabm3125. [PMID: 35737812 DOI: 10.1126/science.abm3125] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Many pathogens exploit host cell-surface glycans. However, precise analyses of glycan ligands binding with heavily modified pathogen proteins can be confounded by overlapping sugar signals and/or compounded with known experimental constraints. Universal saturation transfer analysis (uSTA) builds on existing nuclear magnetic resonance spectroscopy to provide an automated workflow for quantitating protein-ligand interactions. uSTA reveals that early-pandemic, B-origin-lineage severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike trimer binds sialoside sugars in an "end-on" manner. uSTA-guided modeling and a high-resolution cryo-electron microscopy structure implicate the spike N-terminal domain (NTD) and confirm end-on binding. This finding rationalizes the effect of NTD mutations that abolish sugar binding in SARS-CoV-2 variants of concern. Together with genetic variance analyses in early pandemic patient cohorts, this binding implicates a sialylated polylactosamine motif found on tetraantennary N-linked glycoproteins deep in the human lung as potentially relevant to virulence and/or zoonosis.
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Affiliation(s)
- Charles J Buchanan
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Department of Chemistry, University of Oxford, Oxford OX1 3TA, UK.,Kavli Institute of Nanoscience Discovery, University of Oxford, Oxford OX1 3QU, UK
| | - Ben Gaunt
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK
| | - Peter J Harrison
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Headington, Oxford OX3 7BN, UK.,Diamond Light Source, Harwell Science and Innovation Campus, Oxfordshire, UK
| | - Yun Yang
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Headington, Oxford OX3 7BN, UK
| | - Jiwei Liu
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK
| | - Aziz Khan
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Department of Chemistry, University of Oxford, Oxford OX1 3TA, UK
| | - Andrew M Giltrap
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Department of Chemistry, University of Oxford, Oxford OX1 3TA, UK
| | - Audrey Le Bas
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Headington, Oxford OX3 7BN, UK
| | - Philip N Ward
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Headington, Oxford OX3 7BN, UK
| | - Kapil Gupta
- Max Planck Bristol Centre for Minimal Biology, University of Bristol, Bristol, UK
| | - Maud Dumoux
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK
| | - Tiong Kit Tan
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, Oxford, UK
| | - Lisa Schimaski
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, Oxford, UK
| | - Sergio Daga
- Medical Genetics, University of Siena, Siena, Italy.,Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Nicola Picchiotti
- Department of Information Engineering and Mathematics, University of Siena, Siena, Italy.,Department of Mathematics, University of Pavia, Pavia, Italy
| | - Margherita Baldassarri
- Medical Genetics, University of Siena, Siena, Italy.,Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Elisa Benetti
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Chiara Fallerini
- Medical Genetics, University of Siena, Siena, Italy.,Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Francesca Fava
- Medical Genetics, University of Siena, Siena, Italy.,Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy.,Genetica Medica, Azienda Ospedaliera Universitaria Senese, Siena, Italy
| | - Annarita Giliberti
- Medical Genetics, University of Siena, Siena, Italy.,Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Panagiotis I Koukos
- Bijvoet Centre for Biomolecular Research, Faculty of Science, Utrecht University, Utrecht, Netherlands
| | - Matthew J Davy
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK
| | - Abirami Lakshminarayanan
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Department of Chemistry, University of Oxford, Oxford OX1 3TA, UK
| | - Xiaochao Xue
- Department of Chemistry, University of Oxford, Oxford OX1 3TA, UK.,Sir William Dunn School of Pathology, Oxford, UK
| | | | | | - Virgínia Casablancas-Antràs
- Department of Chemistry, University of Oxford, Oxford OX1 3TA, UK.,Kavli Institute of Nanoscience Discovery, University of Oxford, Oxford OX1 3QU, UK
| | | | - Alexandre M J J Bonvin
- Bijvoet Centre for Biomolecular Research, Faculty of Science, Utrecht University, Utrecht, Netherlands
| | | | - Simone Furini
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Marco Gori
- Department of Information Engineering and Mathematics, University of Siena, Siena, Italy.,Maasai, I3S CNRS, Université Côte d'Azur, Nice, France
| | - Jiandong Huo
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Headington, Oxford OX3 7BN, UK
| | - Raymond J Owens
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Headington, Oxford OX3 7BN, UK
| | - Christiane Schaffitzel
- Bijvoet Centre for Biomolecular Research, Faculty of Science, Utrecht University, Utrecht, Netherlands
| | - Imre Berger
- Bijvoet Centre for Biomolecular Research, Faculty of Science, Utrecht University, Utrecht, Netherlands
| | - Alessandra Renieri
- Medical Genetics, University of Siena, Siena, Italy.,Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, Siena, Italy.,Genetica Medica, Azienda Ospedaliera Universitaria Senese, Siena, Italy
| | | | - James H Naismith
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Headington, Oxford OX3 7BN, UK
| | - Andrew J Baldwin
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Department of Chemistry, University of Oxford, Oxford OX1 3TA, UK.,Kavli Institute of Nanoscience Discovery, University of Oxford, Oxford OX1 3QU, UK
| | - Benjamin G Davis
- Rosalind Franklin Institute, Harwell Science and Innovation Campus, Oxford OX11 0FA, UK.,Department of Chemistry, University of Oxford, Oxford OX1 3TA, UK.,Department of Pharmacology, University of Oxford, Oxford OX1 3QT, UK
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Li S, Ahmed L, Zhang R, Pan Y, Matsunami H, Burger JL, Block E, Batista VS, Zhuang H. Smelling Sulfur: Copper and Silver Regulate the Response of Human Odorant Receptor OR2T11 to Low-Molecular-Weight Thiols. J Am Chem Soc 2016; 138:13281-13288. [PMID: 27659093 DOI: 10.1021/jacs.6b06983] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Mammalian survival depends on ultrasensitive olfactory detection of volatile sulfur compounds, since these compounds can signal the presence of rancid food, O2 depleted atmospheres, and predators (through carnivore excretions). Skunks exploit this sensitivity with their noxious spray. In commerce, natural and liquefied gases are odorized with t-BuSH and EtSH, respectively, as warnings. The 100-million-fold difference in olfactory perception between structurally similar EtSH and EtOH has long puzzled those studying olfaction. Mammals detect thiols and other odorants using odorant receptors (ORs), members of the family of seven transmembrane G-protein-coupled receptors (GPCRs). Understanding the regulator cofactors and response of ORs is particularly challenging due to the lack of X-ray structural models. Here, we combine computational modeling and site-directed mutagenesis with saturation transfer difference (STD) NMR spectroscopy and measurements of the receptor response profiles. We find that human thiol receptor OR2T11 responds specifically to gas odorants t-BuSH and EtSH requiring ionic copper for its robust activation and that this role of copper is mimicked by ionic and nanoparticulate silver. While copper is both an essential nutrient for life and, in excess, a hallmark of various pathologies and neurodegenerative diseases, its involvement in human olfaction has not been previously demonstrated. When screened against a series of alcohols, thiols, sulfides, and metal-coordinating ligands, OR2T11 responds with enhancement by copper to the mouse semiochemical CH3SCH2SH and derivatives, to four-membered cyclic sulfide thietane and to one- to four-carbon straight- and branched-chain and five-carbon branched-chain thiols but not to longer chain thiols, suggesting compact receptor dimensions. Alcohols are unreactive.
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Affiliation(s)
- Shengju Li
- Department of Pathophysiology, Key Laboratory of Cell Differentiation and Apoptosis of National Ministry of Education, Shanghai Jiaotong University School of Medicine , Shanghai 200025, China
| | - Lucky Ahmed
- Department of Chemistry, Yale University , New Haven, Connecticut 06520, United States
| | - Ruina Zhang
- Department of Pathophysiology, Key Laboratory of Cell Differentiation and Apoptosis of National Ministry of Education, Shanghai Jiaotong University School of Medicine , Shanghai 200025, China
| | - Yi Pan
- Department of Pathophysiology, Key Laboratory of Cell Differentiation and Apoptosis of National Ministry of Education, Shanghai Jiaotong University School of Medicine , Shanghai 200025, China
| | - Hiroaki Matsunami
- Department of Molecular Genetics and Microbiology and Department of Neurobiology, Duke Institute for Brain Sciences, Duke University Medical Center , Durham, North Carolina 27710, United States
| | - Jessica L Burger
- Applied Chemicals and Materials Division, National Institute of Standards and Technology , Boulder, Colorado 80305, United States
| | - Eric Block
- Department of Chemistry, University at Albany, State University of New York , Albany, New York 12222, United States
| | - Victor S Batista
- Department of Chemistry, Yale University , New Haven, Connecticut 06520, United States
| | - Hanyi Zhuang
- Department of Pathophysiology, Key Laboratory of Cell Differentiation and Apoptosis of National Ministry of Education, Shanghai Jiaotong University School of Medicine , Shanghai 200025, China.,Institute of Health Sciences, Shanghai Jiaotong University School of Medicine/Shanghai Institutes for Biological Sciences of Chinese Academy of Sciences , Shanghai 200031, China
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9
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Song Z, Zhao H, Olubajo O, Hall LB, Orr CN, Askew CB. Characterizing the binding of nucleotide ATP on serum albumin by 31P NMR diffusion. CAN J CHEM 2012. [DOI: 10.1139/v2012-011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The pulsed-field-gradient (PFG) 31P NMR diffusion spectra were measured under varied sample conditions to characterize the low-affinity binding of adenosine 5′-triphosphate (ATP) on human serum albumin (HSA) or bovine serum albumin (BSA). The NMR diffusion constants of ATP, ATP–HSA, or ATP–BSA were illustrated as function of ATP concentrations. The binding curves of ATP–HSA and ATP–BSA were identical but strikingly different from the ATP curve. Using a “Scatchard plot”, the apparent binding constant (K) and number of ATP binding sites (n) on serum albumin were evaluated as K = 75.25 (mol/L)–1 and n = 10, respectively. At a pH < 5.0 and a pH > 9.0 or a temperature > 45 °C, the diffusion data of ATP–HSA were found to increase remarkably, suggesting that the dissociation of ATP from HSA was largely enhanced, probably because of pH- or heat-induced protein structural change, degradation, or aggregation. In addition, our data indicated that ADP was strongly competitive with ATP for the low-affinity binding to HSA, but heptanone and Cl– were essentially noncompetitive. These results are important for further elucidating the interaction of ATP with serum albumin and its possible effect on related bioprocesses. The method can be well applied to study the binding of other nucleotides/nucleosides on proteins.
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Affiliation(s)
- Zhiyan Song
- Department of Natural Sciences, Savannah State University, Savannah, GA 31404, USA
| | - Hua Zhao
- Department of Natural Sciences, Savannah State University, Savannah, GA 31404, USA
| | - Olarongbe Olubajo
- Department of Natural Sciences, Savannah State University, Savannah, GA 31404, USA
| | - Lewis B. Hall
- Department of Natural Sciences, Savannah State University, Savannah, GA 31404, USA
| | - Chauncey N. Orr
- Department of Natural Sciences, Savannah State University, Savannah, GA 31404, USA
| | - Courtney B. Askew
- Department of Natural Sciences, Savannah State University, Savannah, GA 31404, USA
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