1
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Huang Q, Gavor E, Tulsian NK, Fan J, Lin Q, Mok YK, Kini RM, Sivaraman J. Structural and functional characterization of Aedes aegypti pupal cuticle protein that controls dengue virus infection. Protein Sci 2023; 32:e4761. [PMID: 37593853 PMCID: PMC10510476 DOI: 10.1002/pro.4761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 08/13/2023] [Accepted: 08/14/2023] [Indexed: 08/19/2023]
Abstract
The pupal cuticle protein from Aedes aegypti (AaPC) inhibits dengue virus (DENV) infection; however, the underlying mechanism of this inhibition remains unknown. Here, we report that AaPC is an intrinsically disordered protein and interacts with domain I/II of the DENV envelope protein via residues Asp59, Asp61, Glu71, Asp73, Ser75, and Asp80. AaPC can directly bind to and cause the aggregation of DENV, which in turn blocks virus infection during the virus-cell fusion stage. AaPC may also influence viral recognition and attachment by interacting with human immune receptors DC-SIGN and CD4. These findings enhance our understanding of the role of AaPC in mitigating viral infection and suggest that AaPC is a potential target for developing inhibitors or antibodies to control dengue virus infection.
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Affiliation(s)
- Qingqing Huang
- Department of Biological SciencesNational University of SingaporeSingaporeSingapore
| | - Edem Gavor
- Department of Biological SciencesNational University of SingaporeSingaporeSingapore
| | - Nikhil Kumar Tulsian
- Department of Biological SciencesNational University of SingaporeSingaporeSingapore
- Department of BiochemistryNational University of SingaporeSingaporeSingapore
| | - Jingsong Fan
- Department of Biological SciencesNational University of SingaporeSingaporeSingapore
| | - Qingsong Lin
- Department of Biological SciencesNational University of SingaporeSingaporeSingapore
| | - Yu Keung Mok
- Department of Biological SciencesNational University of SingaporeSingaporeSingapore
| | - R. Manjunatha Kini
- Department of Biological SciencesNational University of SingaporeSingaporeSingapore
- Department of Pharmacology, Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| | - J. Sivaraman
- Department of Biological SciencesNational University of SingaporeSingaporeSingapore
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2
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Radwan O, Brothers MC, Coyle V, Chapleau ME, Chapleau RR, Kim SS, Ruiz ON. Electrochemical biosensor for rapid detection of fungal contamination in fuel systems. Biosens Bioelectron 2022; 211:114374. [DOI: 10.1016/j.bios.2022.114374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 05/11/2022] [Accepted: 05/12/2022] [Indexed: 11/26/2022]
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3
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Ochoa R, Soler MA, Gladich I, Battisti A, Minovski N, Rodriguez A, Fortuna S, Cossio P, Laio A. Computational Evolution Protocol for Peptide Design. Methods Mol Biol 2022; 2405:335-359. [PMID: 35298821 DOI: 10.1007/978-1-0716-1855-4_16] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Computational peptide design is useful for therapeutics, diagnostics, and vaccine development. To select the most promising peptide candidates, the key is describing accurately the peptide-target interactions at the molecular level. We here review a computational peptide design protocol whose key feature is the use of all-atom explicit solvent molecular dynamics for describing the different peptide-target complexes explored during the optimization. We describe the milestones behind the development of this protocol, which is now implemented in an open-source code called PARCE. We provide a basic tutorial to run the code for an antibody fragment design example. Finally, we describe three additional applications of the method to design peptides for different targets, illustrating the broad scope of the proposed approach.
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Affiliation(s)
- Rodrigo Ochoa
- Biophysics of Tropical Diseases, Max Planck Tandem Group, University of Antioquia, Medellin, Colombia
| | | | - Ivan Gladich
- Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University, Doha, Qatar
- SISSA, Trieste, Italy
| | | | - Nikola Minovski
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, Trieste, Italy
- Theory Department, Laboratory for Cheminformatics, National Institute of Chemistry, Ljubljana, Slovenia
| | - Alex Rodriguez
- The Abdus Salam International Centre for Theoretical Physics, Trieste, Italy
| | - Sara Fortuna
- Italian Institute of Technology (IIT), Genova, Italy
- Department of Chemical and Pharmaceutical Sciences, University of Trieste, Trieste, Italy
| | - Pilar Cossio
- Biophysics of Tropical Diseases, Max Planck Tandem Group, University of Antioquia, Medellin, Colombia
- Department of Theoretical Biophysics, Max Planck Institute of Biophysics, Frankfurt am Main, Germany
| | - Alessandro Laio
- The Abdus Salam International Centre for Theoretical Physics, Trieste, Italy
- SISSA, Trieste, Italy
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4
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James EI, Murphree TA, Vorauer C, Engen JR, Guttman M. Advances in Hydrogen/Deuterium Exchange Mass Spectrometry and the Pursuit of Challenging Biological Systems. Chem Rev 2021; 122:7562-7623. [PMID: 34493042 PMCID: PMC9053315 DOI: 10.1021/acs.chemrev.1c00279] [Citation(s) in RCA: 95] [Impact Index Per Article: 31.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
![]()
Solution-phase hydrogen/deuterium
exchange (HDX) coupled to mass
spectrometry (MS) is a widespread tool for structural analysis across
academia and the biopharmaceutical industry. By monitoring the exchangeability
of backbone amide protons, HDX-MS can reveal information about higher-order
structure and dynamics throughout a protein, can track protein folding
pathways, map interaction sites, and assess conformational states
of protein samples. The combination of the versatility of the hydrogen/deuterium
exchange reaction with the sensitivity of mass spectrometry has enabled
the study of extremely challenging protein systems, some of which
cannot be suitably studied using other techniques. Improvements over
the past three decades have continually increased throughput, robustness,
and expanded the limits of what is feasible for HDX-MS investigations.
To provide an overview for researchers seeking to utilize and derive
the most from HDX-MS for protein structural analysis, we summarize
the fundamental principles, basic methodology, strengths and weaknesses,
and the established applications of HDX-MS while highlighting new
developments and applications.
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Affiliation(s)
- Ellie I James
- Department of Medicinal Chemistry, University of Washington, Seattle, Washington 98195, United States
| | - Taylor A Murphree
- Department of Medicinal Chemistry, University of Washington, Seattle, Washington 98195, United States
| | - Clint Vorauer
- Department of Medicinal Chemistry, University of Washington, Seattle, Washington 98195, United States
| | - John R Engen
- Department of Chemistry & Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States
| | - Miklos Guttman
- Department of Medicinal Chemistry, University of Washington, Seattle, Washington 98195, United States
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5
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Merkle PS, Trabjerg E, Hongjian S, Ferber M, Cuendet MA, Jørgensen TJD, Luescher I, Irving M, Zoete V, Michielin O, Rand KD. Probing the Conformational Dynamics of Affinity-Enhanced T Cell Receptor Variants upon Binding the Peptide-Bound Major Histocompatibility Complex by Hydrogen/Deuterium Exchange Mass Spectrometry. Biochemistry 2021; 60:859-872. [PMID: 33689297 DOI: 10.1021/acs.biochem.1c00035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Binding of the T cell receptor (TCR) to its cognate, peptide antigen-loaded major histocompatibility complex (pMHC) is a key interaction for triggering T cell activation and ultimately elimination of the target cell. Despite the importance of this interaction for cellular immunity, a comprehensive molecular understanding of TCR specificity and affinity is lacking. We conducted hydrogen/deuterium exchange mass spectrometry (HDX-MS) analyses of individual affinity-enhanced TCR variants and clinically relevant pMHC class I molecules (HLA-A*0201/NY-ESO-1157-165) to investigate the causality between increased binding affinity and conformational dynamics in TCR-pMHC complexes. Differential HDX-MS analyses of TCR variants revealed that mutations for affinity enhancement in TCR CDRs altered the conformational response of TCR to pMHC ligation. Improved pMHC binding affinity was in general observed to correlate with greater differences in HDX upon pMHC binding in modified TCR CDR loops, thereby providing new insights into the TCR-pMHC interaction. Furthermore, a specific point mutation in the β-CDR3 loop of the NY-ESO-1 TCR associated with a substantial increase in binding affinity resulted in a substantial change in pMHC binding kinetics (i.e., very slow kon, revealed by the detection of EX1 HDX kinetics), thus providing experimental evidence for a slow induced-fit binding mode. We also examined the conformational impact of pMHC binding on an unrelated TRAV12-2 gene-encoded TCR directed against the immunodominant MART-126-35 cancer antigen restricted by HLA-A*0201. Our findings provide a molecular basis for the observed TRAV12-2 gene bias in natural CD8+ T cell-based immune responses against the MART-1 antigen, with potential implications for general ligand discrimination and TCR cross-reactivity processes.
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Affiliation(s)
- Patrick S Merkle
- Department of Pharmacy, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Esben Trabjerg
- Department of Pharmacy, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Song Hongjian
- Department of Pharmacy, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Mathias Ferber
- Swiss Institute of Bioinformatics, Bâtiment Génopode, UNIL Sorge, 1015 Lausanne, Switzerland
| | - Michel A Cuendet
- Swiss Institute of Bioinformatics, Bâtiment Génopode, UNIL Sorge, 1015 Lausanne, Switzerland.,Weill Cornell Medical College, 1300 York Avenue, New York, New York 10065, United States
| | - Thomas J D Jørgensen
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense, Denmark
| | - Immanuel Luescher
- Ludwig Branch for Cancer Research of the University of Lausanne, 8001 Zurich, Switzerland
| | - Melita Irving
- Swiss Institute of Bioinformatics, Bâtiment Génopode, UNIL Sorge, 1015 Lausanne, Switzerland.,Ludwig Branch for Cancer Research of the University of Lausanne, 8001 Zurich, Switzerland
| | - Vincent Zoete
- Swiss Institute of Bioinformatics, Bâtiment Génopode, UNIL Sorge, 1015 Lausanne, Switzerland
| | - Olivier Michielin
- Swiss Institute of Bioinformatics, Bâtiment Génopode, UNIL Sorge, 1015 Lausanne, Switzerland
| | - Kasper D Rand
- Department of Pharmacy, University of Copenhagen, 2100 Copenhagen, Denmark
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6
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Structure-Activity Relationships of Baicalein and its Analogs as Novel TSLP Inhibitors. Sci Rep 2019; 9:8762. [PMID: 31217492 PMCID: PMC6584507 DOI: 10.1038/s41598-019-44853-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Accepted: 05/24/2019] [Indexed: 12/13/2022] Open
Abstract
Thymic stromal lymphopoietin (TSLP) plays an important role in the differentiation and proliferation of Th2 cells, resulting in eosinophilic inflammation and numerous allergic diseases. Baicalein (1), a major component of Scutellaria baicalensis, was found to be the first small molecule to block TSLP signaling pathways. It inhibited effectively eosinophil infiltration in house dust mite-induced and ovalbumin-challenged mouse models. Structure-activity relationship studies identified compound 11a, a biphenyl flavanone analog, as a novel human TSLP inhibitor for the discovery and development of new anti-allergic drugs.
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7
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Hageman TS, Weis DD. Reliable Identification of Significant Differences in Differential Hydrogen Exchange-Mass Spectrometry Measurements Using a Hybrid Significance Testing Approach. Anal Chem 2019; 91:8008-8016. [DOI: 10.1021/acs.analchem.9b01325] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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8
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Investigating the Conformational Response of the Sortilin Receptor upon Binding Endogenous Peptide- and Protein Ligands by HDX-MS. Structure 2019; 27:1103-1113.e3. [PMID: 31104815 DOI: 10.1016/j.str.2019.04.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 02/28/2019] [Accepted: 04/10/2019] [Indexed: 11/20/2022]
Abstract
Sortilin is a multifunctional neuronal receptor involved in sorting of neurotrophic factors and apoptosis signaling. So far, structural characterization of sortilin and its endogenous ligands has been limited to crystallographic studies of sortilin in complex with the neuropeptide neurotensin. Here, we use hydrogen/deuterium exchange mass spectrometry to investigate the conformational response of sortilin to binding biological ligands including the peptides neurotensin and the sortilin propeptide and the proteins progranulin and pro-nerve growth factor-β. The results show that the ligands use two binding sites inside the cavity of the β-propeller of sortilin. However, ligands have distinct differences in their conformational impact on the receptor. Interestingly, the protein ligands induce conformational stabilization in a remote membrane-proximal domain, hinting at an unknown conformational link between the ligand binding region and this membrane-proximal region of sortilin. Our findings improve our structural understanding of sortilin and how it mediates diverse ligand-dependent functions important in neurobiology.
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9
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Svejdal RR, Dickinson ER, Sticker D, Kutter JP, Rand KD. Thiol-ene Microfluidic Chip for Performing Hydrogen/Deuterium Exchange of Proteins at Subsecond Time Scales. Anal Chem 2018; 91:1309-1317. [DOI: 10.1021/acs.analchem.8b03050] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Rasmus R. Svejdal
- Protein Analysis Group, Department of Pharmacy, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Eleanor R. Dickinson
- Protein Analysis Group, Department of Pharmacy, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Drago Sticker
- Protein Analysis Group, Department of Pharmacy, University of Copenhagen, 2100 Copenhagen, Denmark
- Microscale Analytical Systems Group, Department of Pharmacy, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Jörg P. Kutter
- Microscale Analytical Systems Group, Department of Pharmacy, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Kasper D. Rand
- Protein Analysis Group, Department of Pharmacy, University of Copenhagen, 2100 Copenhagen, Denmark
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10
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Trabjerg E, Nazari ZE, Rand KD. Conformational analysis of complex protein states by hydrogen/deuterium exchange mass spectrometry (HDX-MS): Challenges and emerging solutions. Trends Analyt Chem 2018. [DOI: 10.1016/j.trac.2018.06.008] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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11
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Analysis of phosphoinositide 3-kinase inhibitors by bottom-up electron-transfer dissociation hydrogen/deuterium exchange mass spectrometry. Biochem J 2017; 474:1867-1877. [PMID: 28381646 PMCID: PMC5544108 DOI: 10.1042/bcj20170127] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 04/03/2017] [Accepted: 04/05/2017] [Indexed: 12/22/2022]
Abstract
Until recently, one of the major limitations of hydrogen/deuterium exchange mass spectrometry (HDX-MS) was the peptide-level resolution afforded by proteolytic digestion. This limitation can be selectively overcome through the use of electron-transfer dissociation to fragment peptides in a manner that allows the retention of the deuterium signal to produce hydrogen/deuterium exchange tandem mass spectrometry (HDX-MS/MS). Here, we describe the application of HDX-MS/MS to structurally screen inhibitors of the oncogene phosphoinositide 3-kinase catalytic p110α subunit. HDX-MS/MS analysis is able to discern a conserved mechanism of inhibition common to a range of inhibitors. Owing to the relatively minor amounts of protein required, this technique may be utilised in pharmaceutical development for screening potential therapeutics.
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12
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Leurs U, Beck H, Bonnington L, Lindner I, Pol E, Rand K. Mapping the Interactions of Selective Biochemical Probes of Antibody Conformation by Hydrogen-Deuterium Exchange Mass Spectrometry. Chembiochem 2017; 18:1016-1021. [PMID: 28346764 DOI: 10.1002/cbic.201600670] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Indexed: 11/09/2022]
Abstract
Protein-based pharmaceuticals represent the fastest growing group of drugs in development in the pharmaceutical industry. One of the major challenges in the discovery, development, and distribution of biopharmaceuticals is the assessment of changes in their higher-order structure due to chemical modification. Here, we investigated the interactions of three different biochemical probes (Fab s) generated to detect conformational changes in a therapeutic IgG1 antibody (mAbX) by local hydrogen-deuterium exchange mass spectrometry (HDX-MS). We show that two of the probes target the Fc part of the antibody, whereas the third probe binds to the hinge region. Through HDX-ETD, we could distinguish specific binding patterns of the Fc -binding probes on mAbX at the amino-acid level. Preliminary surface plasmon resonance (SPR) experiments showed that these domain-selective Fab probes are sensitive to conformational changes in distinct regions of a full-length therapeutic antibody upon oxidation.
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Affiliation(s)
- Ulrike Leurs
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark
| | - Hermann Beck
- Pharma Technical Development Basel, F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, 4070, Basel, Switzerland
| | - Lea Bonnington
- Pharma Technical Development Penzberg, Roche Diagnostics GmbH, Nonnenwald 2, 82377, Penzberg, Germany
| | - Ingo Lindner
- Pharma Technical Development Penzberg, Roche Diagnostics GmbH, Nonnenwald 2, 82377, Penzberg, Germany
| | - Ewa Pol
- GE Healthcare Bio-Sciences AB, Björkgatan 30, 75184, Uppsala, Sweden
| | - Kasper Rand
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen, Denmark
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13
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Interdomain electron transfer in cellobiose dehydrogenase is governed by surface electrostatics. Biochim Biophys Acta Gen Subj 2017; 1861:157-167. [DOI: 10.1016/j.bbagen.2016.11.016] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2016] [Revised: 11/02/2016] [Accepted: 11/11/2016] [Indexed: 12/18/2022]
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14
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Mutational landscape of antibody variable domains reveals a switch modulating the interdomain conformational dynamics and antigen binding. Proc Natl Acad Sci U S A 2017; 114:E486-E495. [PMID: 28057863 DOI: 10.1073/pnas.1613231114] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Somatic mutations within the antibody variable domains are critical to the immense capacity of the immune repertoire. Here, via a deep mutational scan, we dissect how mutations at all positions of the variable domains of a high-affinity anti-VEGF antibody G6.31 impact its antigen-binding function. The resulting mutational landscape demonstrates that large portions of antibody variable domain positions are open to mutation, and that beneficial mutations can be found throughout the variable domains. We determine the role of one antigen-distal light chain position 83, demonstrating that mutation at this site optimizes both antigen affinity and thermostability by modulating the interdomain conformational dynamics of the antigen-binding fragment. Furthermore, by analyzing a large number of human antibody sequences and structures, we demonstrate that somatic mutations occur frequently at position 83, with corresponding domain conformations observed for G6.31. Therefore, the modulation of interdomain dynamics represents an important mechanism during antibody maturation in vivo.
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15
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Stranava M, Martínek V, Man P, Fojtikova V, Kavan D, Vaněk O, Shimizu T, Martinkova M. Structural characterization of the heme-based oxygen sensor, AfGcHK, its interactions with the cognate response regulator, and their combined mechanism of action in a bacterial two-component signaling system. Proteins 2016; 84:1375-89. [PMID: 27273553 DOI: 10.1002/prot.25083] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Revised: 05/19/2016] [Accepted: 05/30/2016] [Indexed: 01/11/2023]
Abstract
The oxygen sensor histidine kinase AfGcHK from the bacterium Anaeromyxobacter sp. Fw 109-5 forms a two-component signal transduction system together with its cognate response regulator (RR). The binding of oxygen to the heme iron of its N-terminal sensor domain causes the C-terminal kinase domain of AfGcHK to autophosphorylate at His183 and then transfer this phosphate to Asp52 or Asp169 of the RR protein. Analytical ultracentrifugation revealed that AfGcHK and the RR protein form a complex with 2:1 stoichiometry. Hydrogen-deuterium exchange coupled to mass spectrometry (HDX-MS) suggested that the most flexible part of the whole AfGcHK protein is a loop that connects the two domains and that the heme distal side of AfGcHK, which is responsible for oxygen binding, is the only flexible part of the sensor domain. HDX-MS studies on the AfGcHK:RR complex also showed that the N-side of the H9 helix in the dimerization domain of the AfGcHK kinase domain interacts with the helix H1 and the β-strand B2 area of the RR protein's Rec1 domain, and that the C-side of the H8 helix region in the dimerization domain of the AfGcHK protein interacts mostly with the helix H5 and β-strand B6 area of the Rec1 domain. The Rec1 domain containing the phosphorylable Asp52 of the RR protein probably has a significantly higher affinity for AfGcHK than the Rec2 domain. We speculate that phosphorylation at Asp52 changes the overall structure of RR such that the Rec2 area containing the second phosphorylation site (Asp169) can also interact with AfGcHK. Proteins 2016; 84:1375-1389. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Martin Stranava
- Department of Biochemistry, Charles University in Prague, Hlavova (Albertov) 2030-8, Prague 2, Czech Republic
| | - Václav Martínek
- Department of Biochemistry, Charles University in Prague, Hlavova (Albertov) 2030-8, Prague 2, Czech Republic.,Department of Chemical Education, Faculty of Science, Charles University in Prague, Hlavova (Albertov) 2030-8, Prague 2, Czech Republic
| | - Petr Man
- Department of Biochemistry, Charles University in Prague, Hlavova (Albertov) 2030-8, Prague 2, Czech Republic.,Laboratory of Structure Biology and Cell Signalling, BioCeV - Institute of Microbiology, Czech Academy of Sciences, V.V.I, Prumyslova 595, Vestec, Czech Republic
| | - Veronika Fojtikova
- Department of Biochemistry, Charles University in Prague, Hlavova (Albertov) 2030-8, Prague 2, Czech Republic
| | - Daniel Kavan
- Department of Biochemistry, Charles University in Prague, Hlavova (Albertov) 2030-8, Prague 2, Czech Republic.,Laboratory of Structure Biology and Cell Signalling, BioCeV - Institute of Microbiology, Czech Academy of Sciences, V.V.I, Prumyslova 595, Vestec, Czech Republic
| | - Ondřej Vaněk
- Department of Biochemistry, Charles University in Prague, Hlavova (Albertov) 2030-8, Prague 2, Czech Republic
| | - Toru Shimizu
- Department of Biochemistry, Charles University in Prague, Hlavova (Albertov) 2030-8, Prague 2, Czech Republic
| | - Marketa Martinkova
- Department of Biochemistry, Charles University in Prague, Hlavova (Albertov) 2030-8, Prague 2, Czech Republic.
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16
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Houde D, Nazari ZE, Bou-Assaf GM, Weiskopf AS, Rand KD. Conformational Analysis of Proteins in Highly Concentrated Solutions by Dialysis-Coupled Hydrogen/Deuterium Exchange Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2016; 27:669-676. [PMID: 26860088 DOI: 10.1007/s13361-015-1331-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Revised: 12/18/2015] [Accepted: 12/24/2015] [Indexed: 06/05/2023]
Abstract
When highly concentrated, an antibody solution can exhibit unusual behaviors, which can lead to unwanted properties, such as increased levels of protein aggregation and unusually high viscosity. Molecular modeling, along with many indirect biophysical measurements, has suggested that the cause for these phenomena can be due to short range electrostatic and/or hydrophobic protein-protein interactions. Hydrogen/deuterium exchange mass spectrometry (HDX-MS) is a useful tool for investigating protein conformation, dynamics, and interactions. However, "traditional" continuous dilution labeling HDX-MS experiments have limited utility for the direct analysis of solutions with high concentrations of protein. Here, we present a dialysis-based HDX-MS (di-HDX-MS) method as an alternative HDX-MS labeling format, which takes advantage of passive dialysis rather than the classic dilution workflow. We applied this approach to a highly concentrated antibody solution without dilution or significant sample manipulation, prior to analysis. Such a method could pave the way for a deeper understanding of the unusual behavior of proteins at high concentrations, which is highly relevant for development of biopharmaceuticals in industry. Graphical Abstract ᅟ.
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Affiliation(s)
- Damian Houde
- Protein Pharmaceutical Development, Biogen, Cambridge, MA, 02142, USA.
| | - Zeinab E Nazari
- Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark
| | | | - Andrew S Weiskopf
- Protein Pharmaceutical Development, Biogen, Cambridge, MA, 02142, USA
| | - Kasper D Rand
- Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark
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17
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McAllister TE, England KS, Hopkinson RJ, Brennan PE, Kawamura A, Schofield CJ. Recent Progress in Histone Demethylase Inhibitors. J Med Chem 2016; 59:1308-29. [PMID: 26710088 DOI: 10.1021/acs.jmedchem.5b01758] [Citation(s) in RCA: 145] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
There is increasing interest in targeting histone N-methyl-lysine demethylases (KDMs) with small molecules both for the generation of probes for target exploration and for therapeutic purposes. Here we update on previous reviews on the inhibition of the lysine-specific demethylases (LSDs or KDM1s) and JmjC families of N-methyl-lysine demethylases (JmjC KDMs, KDM2-7), focusing on the academic and patent literature from 2014 to date. We also highlight recent biochemical, biological, and structural studies which are relevant to KDM inhibitor development.
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Affiliation(s)
- Tom E McAllister
- Chemistry Research Laboratory, University of Oxford , 12 Mansfield Road, Oxford, OX1 3TA, U.K
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford , Old Road Campus, Roosevelt Drive, Headington, OX3 7BN, U.K
| | - Katherine S England
- Structural Genomics Consortium, University of Oxford , Old Road Campus, Roosevelt Drive, Headington, OX3 7DQ, U.K
- Target Discovery Institute, University of Oxford , NDM Research Building, Roosevelt Drive, Headington, OX3 7FZ, U.K
| | - Richard J Hopkinson
- Chemistry Research Laboratory, University of Oxford , 12 Mansfield Road, Oxford, OX1 3TA, U.K
| | - Paul E Brennan
- Structural Genomics Consortium, University of Oxford , Old Road Campus, Roosevelt Drive, Headington, OX3 7DQ, U.K
- Target Discovery Institute, University of Oxford , NDM Research Building, Roosevelt Drive, Headington, OX3 7FZ, U.K
| | - Akane Kawamura
- Chemistry Research Laboratory, University of Oxford , 12 Mansfield Road, Oxford, OX1 3TA, U.K
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford , Old Road Campus, Roosevelt Drive, Headington, OX3 7BN, U.K
| | - Christopher J Schofield
- Chemistry Research Laboratory, University of Oxford , 12 Mansfield Road, Oxford, OX1 3TA, U.K
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Leurs U, Mistarz UH, Rand KD. Getting to the core of protein pharmaceuticals--Comprehensive structure analysis by mass spectrometry. Eur J Pharm Biopharm 2015; 93:95-109. [PMID: 25791210 DOI: 10.1016/j.ejpb.2015.03.012] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Revised: 02/27/2015] [Accepted: 03/02/2015] [Indexed: 01/19/2023]
Abstract
Protein pharmaceuticals are the fastest growing class of novel therapeutic agents, and have been a major research and development focus in the (bio)pharmaceutical industry. Due to their large size and structural diversity, biopharmaceuticals represent a formidable challenge regarding analysis and characterization compared to traditional small molecule drugs. Any changes to the primary, secondary, tertiary or quaternary structure of a protein can potentially impact its function, efficacy and safety. The analysis and characterization of (structural) protein heterogeneity is therefore of utmost importance. Mass spectrometry has evolved as a powerful tool for the characterization of both primary and higher order structures of protein pharmaceuticals. Furthermore, the chemical and physical stability of protein drugs, as well as their pharmacokinetics are nowadays routinely determined by mass spectrometry. Here we review current techniques in primary, secondary and tertiary structure analysis of proteins by mass spectrometry. An overview of established top-down and bottom-up protein analyses will be given, and in particular the use of advanced technologies such as hydrogen/deuterium exchange mass spectrometry (HDX-MS) for higher-order structure analysis will be discussed. Modification and degradation pathways of protein drugs and their detection by mass spectrometry will be described, as well as the growing use of mass spectrometry to assist protein design and biopharmaceutical development.
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Affiliation(s)
- Ulrike Leurs
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Ulrik H Mistarz
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark
| | - Kasper D Rand
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, DK-2100 Copenhagen, Denmark.
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