1
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Males A, Kok K, Nin-Hill A, de Koster N, van den Beukel S, Beenakker TJM, van der Marel GA, Codée JDC, Aerts JMFG, Overkleeft HS, Rovira C, Davies GJ, Artola M. Trans-cyclosulfamidate mannose-configured cyclitol allows isoform-dependent inhibition of GH47 α-d-mannosidases through a bump-hole strategy. Chem Sci 2023; 14:13581-13586. [PMID: 38033892 PMCID: PMC10685318 DOI: 10.1039/d3sc05016e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 10/29/2023] [Indexed: 12/02/2023] Open
Abstract
Class I inverting exo-acting α-1,2-mannosidases (CAZY family GH47) display an unusual catalytic itinerary featuring ring-flipped mannosides, 3S1 → 3H4‡ → 1C4. Conformationally locked 1C4 compounds, such as kifunensine, display nanomolar inhibition but large multigene GH47 mannosidase families render specific "isoform-dependent" inhibition impossible. Here we develop a bump-and-hole strategy in which a new mannose-configured 1,6-trans-cyclic sulfamidate inhibits α-d-mannosidases by virtue of its 1C4 conformation. This compound does not inhibit the wild-type GH47 model enzyme by virtue of a steric clash, a "bump", in the active site. An L310S (a conserved residue amongst human GH47 enzymes) mutant of the model Caulobacter GH47 awoke 574 nM inhibition of the previously dormant inhibitor, confirmed by structural analysis of a 0.97 Å structure. Considering that L310 is a conserved residue amongst human GH47 enzymes, this work provides a unique framework for future biotechnological studies on N-glycan maturation and ER associated degradation by isoform-specific GH47 α-d-mannosidase inhibition through a bump-and-hole approach.
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Affiliation(s)
- Alexandra Males
- York Structural Biology Laboratory, Department of Chemistry, The University of York York YO10 5DD UK
| | - Ken Kok
- Department of Medical Biochemistry, Leiden Institute of Chemistry (LIC), Leiden University P. O. Box 9502 2300 RA Leiden The Netherlands
| | - Alba Nin-Hill
- Departament de Química Inorgànica i Orgànica (Secció de Química Orgànica), Institut de Química Teòrica i Computacional (IQTCUB), Universitat de Barcelona Martí i Franquès 1 08028 Barcelona Spain
- Fundació Catalana de Recerca i Estudis Avançats (ICREA) Passeig Lluís Companys 23 08010 Barcelona Spain
| | - Nicky de Koster
- Department of Medical Biochemistry, Leiden Institute of Chemistry (LIC), Leiden University P. O. Box 9502 2300 RA Leiden The Netherlands
| | - Sija van den Beukel
- Department of Medical Biochemistry, Leiden Institute of Chemistry (LIC), Leiden University P. O. Box 9502 2300 RA Leiden The Netherlands
| | - Thomas J M Beenakker
- Department of Bio-organic Synthesis, Leiden Institute of Chemistry (LIC), Leiden University Einsteinweg 55 2333 CC Leiden The Netherlands
| | - Gijsbert A van der Marel
- Department of Bio-organic Synthesis, Leiden Institute of Chemistry (LIC), Leiden University Einsteinweg 55 2333 CC Leiden The Netherlands
| | - Jeroen D C Codée
- Department of Bio-organic Synthesis, Leiden Institute of Chemistry (LIC), Leiden University Einsteinweg 55 2333 CC Leiden The Netherlands
| | - Johannes M F G Aerts
- Department of Medical Biochemistry, Leiden Institute of Chemistry (LIC), Leiden University P. O. Box 9502 2300 RA Leiden The Netherlands
| | - Herman S Overkleeft
- Department of Bio-organic Synthesis, Leiden Institute of Chemistry (LIC), Leiden University Einsteinweg 55 2333 CC Leiden The Netherlands
| | - Carme Rovira
- Departament de Química Inorgànica i Orgànica (Secció de Química Orgànica), Institut de Química Teòrica i Computacional (IQTCUB), Universitat de Barcelona Martí i Franquès 1 08028 Barcelona Spain
- Fundació Catalana de Recerca i Estudis Avançats (ICREA) Passeig Lluís Companys 23 08010 Barcelona Spain
| | - Gideon J Davies
- York Structural Biology Laboratory, Department of Chemistry, The University of York York YO10 5DD UK
| | - Marta Artola
- Department of Medical Biochemistry, Leiden Institute of Chemistry (LIC), Leiden University P. O. Box 9502 2300 RA Leiden The Netherlands
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2
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Kosugi T, Iida T, Tanabe M, Iino R, Koga N. Design of allosteric sites into rotary motor V 1-ATPase by restoring lost function of pseudo-active sites. Nat Chem 2023; 15:1591-1598. [PMID: 37414880 PMCID: PMC10624635 DOI: 10.1038/s41557-023-01256-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 05/26/2023] [Indexed: 07/08/2023]
Abstract
Allostery produces concerted functions of protein complexes by orchestrating the cooperative work between the constituent subunits. Here we describe an approach to create artificial allosteric sites in protein complexes. Certain protein complexes contain subunits with pseudo-active sites, which are believed to have lost functions during evolution. Our hypothesis is that allosteric sites in such protein complexes can be created by restoring the lost functions of pseudo-active sites. We used computational design to restore the lost ATP-binding ability of the pseudo-active site in the B subunit of a rotary molecular motor, V1-ATPase. Single-molecule experiments with X-ray crystallography analyses revealed that binding of ATP to the designed allosteric site boosts this V1's activity compared with the wild-type, and the rotation rate can be tuned by modulating ATP's binding affinity. Pseudo-active sites are widespread in nature, and our approach shows promise as a means of programming allosteric control over concerted functions of protein complexes.
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Affiliation(s)
- Takahiro Kosugi
- Research Center of Integrative Molecular Systems (CIMoS), Institute for Molecular Science (IMS), National Institutes of Natural Sciences (NINS), Okazaki, Japan.
- Exploratory Research Center on Life and Living Systems (ExCELLS), National Institutes of Natural Sciences (NINS), Okazaki, Japan.
- Department of Structural Molecular Science, School of Physical Sciences, SOKENDAI (The Graduate University for Advanced Studies), Hayama, Japan.
- PRESTO, Japan Science and Technology Agency, Kawaguchi, Japan.
| | - Tatsuya Iida
- Department of Life and Coordination-Complex Molecular Science, Institute for Molecular Science (IMS), National Institutes of Natural Sciences (NINS), Okazaki, Japan
- Department of Functional Molecular Science, School of Physical Sciences, SOKENDAI (The Graduate University for Advanced Studies), Hayama, Japan
| | - Mikio Tanabe
- Structural Biology Research Center, Institute of Materials Structure Science, High Energy Accelerator Research Organization (KEK), Tsukuba, Japan
| | - Ryota Iino
- Department of Life and Coordination-Complex Molecular Science, Institute for Molecular Science (IMS), National Institutes of Natural Sciences (NINS), Okazaki, Japan
- Department of Functional Molecular Science, School of Physical Sciences, SOKENDAI (The Graduate University for Advanced Studies), Hayama, Japan
| | - Nobuyasu Koga
- Research Center of Integrative Molecular Systems (CIMoS), Institute for Molecular Science (IMS), National Institutes of Natural Sciences (NINS), Okazaki, Japan.
- Exploratory Research Center on Life and Living Systems (ExCELLS), National Institutes of Natural Sciences (NINS), Okazaki, Japan.
- Department of Structural Molecular Science, School of Physical Sciences, SOKENDAI (The Graduate University for Advanced Studies), Hayama, Japan.
- Institute for Protein Research (IPR), Osaka University, Suita, Japan.
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3
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Leonard AC, Whitehead TA. Design and engineering of genetically encoded protein biosensors for small molecules. Curr Opin Biotechnol 2022; 78:102787. [PMID: 36058141 DOI: 10.1016/j.copbio.2022.102787] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 07/27/2022] [Accepted: 08/02/2022] [Indexed: 12/14/2022]
Abstract
Genetically encoded protein biosensors controlled by small organic molecules are valuable tools for many biotechnology applications, including control of cellular decisions in living cells. Here, we review recent advances in protein biosensor design and engineering for binding to novel ligands. We categorize sensor architecture as either integrated or portable, where portable biosensors uncouple molecular recognition from signal transduction. Proposed advances to improve portable biosensor development include standardizing a limited set of protein scaffolds, and automating ligand-compatibility screening and ligand-protein-interface design.
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Affiliation(s)
- Alison C Leonard
- Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, CO 80305, USA
| | - Timothy A Whitehead
- Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, CO 80305, USA.
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4
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Pillai AS, Hochberg GK, Thornton JW. Simple mechanisms for the evolution of protein complexity. Protein Sci 2022; 31:e4449. [PMID: 36107026 PMCID: PMC9601886 DOI: 10.1002/pro.4449] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 09/01/2022] [Accepted: 09/10/2022] [Indexed: 01/26/2023]
Abstract
Proteins are tiny models of biological complexity: specific interactions among their many amino acids cause proteins to fold into elaborate structures, assemble with other proteins into higher-order complexes, and change their functions and structures upon binding other molecules. These complex features are classically thought to evolve via long and gradual trajectories driven by persistent natural selection. But a growing body of evidence from biochemistry, protein engineering, and molecular evolution shows that naturally occurring proteins often exist at or near the genetic edge of multimerization, allostery, and even new folds, so just one or a few mutations can trigger acquisition of these properties. These sudden transitions can occur because many of the physical properties that underlie these features are present in simpler proteins as fortuitous by-products of their architecture. Moreover, complex features of proteins can be encoded by huge arrays of sequences, so they are accessible from many different starting points via many possible paths. Because the bridges to these features are both short and numerous, random chance can join selection as a key factor in explaining the evolution of molecular complexity.
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Affiliation(s)
- Arvind S. Pillai
- Department of Ecology and EvolutionUniversity of ChicagoChicagoIllinoisUSA
- Institute for Protein DesignUniversity of WashingtonSeattleWAUSA
| | - Georg K.A. Hochberg
- Max Planck Institute for Terrestrial MicrobiologyMarburgGermany
- Department of Chemistry, Center for Synthetic MicrobiologyPhilipps University MarburgMarburgGermany
| | - Joseph W. Thornton
- Department of Ecology and EvolutionUniversity of ChicagoChicagoIllinoisUSA
- Departments of Human Genetics and Ecology and EvolutionUniversity of ChicagoChicagoIllinoisUSA
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5
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Kretschmer S, Kortemme T. Advances in the Computational Design of Small-Molecule-Controlled Protein-Based Circuits for Synthetic Biology. PROCEEDINGS OF THE IEEE. INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS 2022; 110:659-674. [PMID: 36531560 PMCID: PMC9754107 DOI: 10.1109/jproc.2022.3157898] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Synthetic biology approaches living systems with an engineering perspective and promises to deliver solutions to global challenges in healthcare and sustainability. A critical component is the design of biomolecular circuits with programmable input-output behaviors. Such circuits typically rely on a sensor module that recognizes molecular inputs, which is coupled to a functional output via protein-level circuits or regulating the expression of a target gene. While gene expression outputs can be customized relatively easily by exchanging the target genes, sensing new inputs is a major limitation. There is a limited repertoire of sensors found in nature, and there are often difficulties with interfacing them with engineered circuits. Computational protein design could be a key enabling technology to address these challenges, as it allows for the engineering of modular and tunable sensors that can be tailored to the circuit's application. In this article, we review recent computational approaches to design protein-based sensors for small-molecule inputs with particular focus on those based on the widely used Rosetta software suite. Furthermore, we review mechanisms that have been harnessed to couple ligand inputs to functional outputs. Based on recent literature, we illustrate how the combination of protein design and synthetic biology enables new sensors for diverse applications ranging from biomedicine to metabolic engineering. We conclude with a perspective on how strategies to address frontiers in protein design and cellular circuit design may enable the next generation of sense-response networks, which may increasingly be assembled from de novo components to display diverse and engineerable input-output behaviors.
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Affiliation(s)
- Simon Kretschmer
- Department of Bioengineering and Therapeutic Sciences, University of California at San Francisco, San Francisco, CA 94158 USA, and affiliated with the California Quantitative Biosciences Institute (QBI) at UCSF, San Francisco, CA 94158 USA
| | - Tanja Kortemme
- Department of Bioengineering and Therapeutic Sciences, University of California at San Francisco, San Francisco, CA 94158 USA, and affiliated with the California Quantitative Biosciences Institute (QBI) at UCSF, San Francisco, CA 94158 USA
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6
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Kropp C, Bruckmann A, Babinger P. Controlling Enzymatic Activity by Modulating the Oligomerization State via Chemical Rescue and Optical Control. Chembiochem 2021; 23:e202100490. [PMID: 34633135 PMCID: PMC9298306 DOI: 10.1002/cbic.202100490] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 10/08/2021] [Indexed: 12/22/2022]
Abstract
Selective switching of enzymatic activity has been a longstanding goal in synthetic biology. Drastic changes in activity upon mutational manipulation of the oligomerization state of enzymes have frequently been reported in the literature, but scarcely exploited for switching. Using geranylgeranylglyceryl phosphate synthase as a model, we demonstrate that catalytic activity can be efficiently controlled by exogenous modulation of the association state. We introduced a lysine‐to‐cysteine mutation, leading to the breakdown of the active hexamer into dimers with impaired catalytic efficiency. Addition of bromoethylamine chemically rescued the enzyme by restoring hexamerization and activity. As an alternative method, we incorporated the photosensitive unnatural amino acid o‐nitrobenzyl‐O‐tyrosine (ONBY) into the hexamerization interface. This again led to inactive dimers, but the hexameric state and activity could be recovered by UV‐light induced cleavage of ONBY. For both approaches, we obtained switching factors greater than 350‐fold, which compares favorably with previously reported activity changes that were caused by site‐directed mutagenesis.
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Affiliation(s)
- Cosimo Kropp
- Institute of Biophysics and Physical Biochemistry, Regensburg Center for Biochemistry, University of Regensburg, 93040, Regensburg, Germany
| | - Astrid Bruckmann
- Institute of Biochemistry, Genetics and Microbiology, Regensburg Center for Biochemistry, University of Regensburg, 93040, Regensburg, Germany
| | - Patrick Babinger
- Institute of Biophysics and Physical Biochemistry, Regensburg Center for Biochemistry, University of Regensburg, 93040, Regensburg, Germany
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7
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Hassell DS, Steingesser MG, Denney AS, Johnson CR, McMurray MA. Chemical rescue of mutant proteins in living Saccharomyces cerevisiae cells by naturally occurring small molecules. G3-GENES GENOMES GENETICS 2021; 11:6323229. [PMID: 34544143 PMCID: PMC8496222 DOI: 10.1093/g3journal/jkab252] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 06/29/2021] [Indexed: 11/14/2022]
Abstract
Intracellular proteins function in a complex milieu wherein small molecules influence protein folding and act as essential cofactors for enzymatic reactions. Thus protein function depends not only on amino acid sequence but also on the concentrations of such molecules, which are subject to wide variation between organisms, metabolic states, and environmental conditions. We previously found evidence that exogenous guanidine reverses the phenotypes of specific budding yeast septin mutants by binding to a WT septin at the former site of an Arg side chain that was lost during fungal evolution. Here, we used a combination of targeted and unbiased approaches to look for other cases of "chemical rescue" by naturally occurring small molecules. We report in vivo rescue of hundreds of Saccharomyces cerevisiae mutants representing a variety of genes, including likely examples of Arg or Lys side chain replacement by the guanidinium ion. Failed rescue of targeted mutants highlight features required for rescue, as well as key differences between the in vitro and in vivo environments. Some non-Arg mutants rescued by guanidine likely result from "off-target" effects on specific cellular processes in WT cells. Molecules isosteric to guanidine and known to influence protein folding had a range of effects, from essentially none for urea, to rescue of a few mutants by DMSO. Strikingly, the osmolyte trimethylamine-N-oxide rescued ∼20% of the mutants we tested, likely reflecting combinations of direct and indirect effects on mutant protein function. Our findings illustrate the potential of natural small molecules as therapeutic interventions and drivers of evolution.
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Affiliation(s)
- Daniel S Hassell
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Marc G Steingesser
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Ashley S Denney
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Courtney R Johnson
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Michael A McMurray
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
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8
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Khowsathit J, Bazzoli A, Cheng H, Karanicolas J. Computational Design of an Allosteric Antibody Switch by Deletion and Rescue of a Complex Structural Constellation. ACS CENTRAL SCIENCE 2020; 6:390-403. [PMID: 32232139 PMCID: PMC7099597 DOI: 10.1021/acscentsci.9b01065] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Indexed: 05/08/2023]
Abstract
Therapeutic monoclonal antibodies have transformed medicine, especially with regards to treating cancers and disorders of the immune system. More than 50 antibody-derived drugs have already reached the clinic, the majority of which target cytokines or cell-surface receptors. Unfortunately, many of these targets have pleiotropic functions: they serve multiple different roles, and often not all of these roles are disease-related. This can be problematic because antibodies act throughout the body, and systemic neutralization of such targets can lead to safety concerns. To address this, we have developed a strategy whereby an antibody's ability to recognize its antigen is modulated by a second layer of control, relying on addition of an exogenous small molecule. In previous studies, we began to explore this idea by introducing a deactivating tryptophan-to-glycine mutation in the domain-domain interface of a single-chain variable fragment (scFv), and then restoring activity by adding back indole to fit the designed cavity. Here, we now describe a novel computational strategy for enumerating larger cavities that can be formed by simultaneously introducing multiple adjacent large-to-small mutations; we then carry out a complementary virtual screen to identify druglike compounds to match each candidate cavity. We first demonstrate the utility of this strategy in a fluorescein-binding single-chain variable fragment (scFv) and experimentally characterize a triple mutant with reduced antigen-binding (Rip-3) that can be rescued using a complementary ligand (Stitch-3). Because our design is built upon conserved residues in the antibody framework, we then show that the same mutation/ligand pair can also be used to modulate antigen-binding in an scFv build from a completely unrelated framework. This set of residues is present in many therapeutic antibodies as well, suggesting that this mutation/ligand pair may serve as a general starting point for introducing ligand-dependence into many clinically relevant antibodies.
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Affiliation(s)
- Jittasak Khowsathit
- Program
in Molecular Therapeutics, Fox Chase Cancer
Center, Philadelphia, Pennsylvania 19111, United States
- Department of Molecular
Biosciences and Center for Computational Biology, University
of Kansas, Lawrence, Kansas 66045, United
States
| | - Andrea Bazzoli
- Department of Molecular
Biosciences and Center for Computational Biology, University
of Kansas, Lawrence, Kansas 66045, United
States
| | - Hong Cheng
- Program
in Molecular Therapeutics, Fox Chase Cancer
Center, Philadelphia, Pennsylvania 19111, United States
| | - John Karanicolas
- Program
in Molecular Therapeutics, Fox Chase Cancer
Center, Philadelphia, Pennsylvania 19111, United States
- Department of Molecular
Biosciences and Center for Computational Biology, University
of Kansas, Lawrence, Kansas 66045, United
States
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9
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Plaman BA, Chan WC, Bishop AC. Chemical activation of divergent protein tyrosine phosphatase domains with cyanine-based biarsenicals. Sci Rep 2019; 9:16148. [PMID: 31695052 PMCID: PMC6834593 DOI: 10.1038/s41598-019-52002-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 10/11/2019] [Indexed: 12/28/2022] Open
Abstract
Strategies for the direct chemical activation of specific signaling proteins could provide powerful tools for interrogating cellular signal transduction. However, targeted protein activation is chemically challenging, and few broadly applicable activation strategies for signaling enzymes have been developed. Here we report that classical protein tyrosine phosphatase (PTP) domains from multiple subfamilies can be systematically sensitized to target-specific activation by the cyanine-based biarsenical compounds AsCy3 and AsCy5. Engineering of the activatable PTPs (actPTPs) is achieved by the introduction of three cysteine residues within a conserved loop of the PTP domain, and the positions of the sensitizing mutations are readily identifiable from primary sequence alignments. In the current study we have generated and characterized actPTP domains from three different subfamilies of both receptor and non-receptor PTPs. Biarsenical-induced stimulation of the actPTPs is rapid and dose-dependent, and is operative with both purified enzymes and complex proteomic mixtures. Our results suggest that a substantial fraction of the classical PTP family will be compatible with the act-engineering approach, which provides a novel chemical-biological tool for the control of PTP activity and the study of PTP function.
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Affiliation(s)
- Bailey A Plaman
- Amherst College, Department of Chemistry, Amherst, Massachusetts, 01002, USA
| | - Wai Cheung Chan
- Amherst College, Department of Chemistry, Amherst, Massachusetts, 01002, USA.,Dana-Farber Cancer Institute, Department of Cancer Biology, Boston, MA, 02215, USA
| | - Anthony C Bishop
- Amherst College, Department of Chemistry, Amherst, Massachusetts, 01002, USA.
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10
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Hageman TS, Weis DD. A Structural Variant Approach for Establishing a Detection Limit in Differential Hydrogen Exchange-Mass Spectrometry Measurements. Anal Chem 2019; 91:8017-8024. [DOI: 10.1021/acs.analchem.9b01326] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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11
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Wodak SJ, Paci E, Dokholyan NV, Berezovsky IN, Horovitz A, Li J, Hilser VJ, Bahar I, Karanicolas J, Stock G, Hamm P, Stote RH, Eberhardt J, Chebaro Y, Dejaegere A, Cecchini M, Changeux JP, Bolhuis PG, Vreede J, Faccioli P, Orioli S, Ravasio R, Yan L, Brito C, Wyart M, Gkeka P, Rivalta I, Palermo G, McCammon JA, Panecka-Hofman J, Wade RC, Di Pizio A, Niv MY, Nussinov R, Tsai CJ, Jang H, Padhorny D, Kozakov D, McLeish T. Allostery in Its Many Disguises: From Theory to Applications. Structure 2019; 27:566-578. [PMID: 30744993 PMCID: PMC6688844 DOI: 10.1016/j.str.2019.01.003] [Citation(s) in RCA: 245] [Impact Index Per Article: 49.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 11/29/2018] [Accepted: 01/02/2019] [Indexed: 12/19/2022]
Abstract
Allosteric regulation plays an important role in many biological processes, such as signal transduction, transcriptional regulation, and metabolism. Allostery is rooted in the fundamental physical properties of macromolecular systems, but its underlying mechanisms are still poorly understood. A collection of contributions to a recent interdisciplinary CECAM (Center Européen de Calcul Atomique et Moléculaire) workshop is used here to provide an overview of the progress and remaining limitations in the understanding of the mechanistic foundations of allostery gained from computational and experimental analyses of real protein systems and model systems. The main conceptual frameworks instrumental in driving the field are discussed. We illustrate the role of these frameworks in illuminating molecular mechanisms and explaining cellular processes, and describe some of their promising practical applications in engineering molecular sensors and informing drug design efforts.
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Affiliation(s)
| | | | - Nikolay V Dokholyan
- Department of Biochemistry & Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Departments of Pharmacology and Biochemistry & Molecular Biology, Penn State Medical Center, Hershey, PA, USA
| | - Igor N Berezovsky
- Bioinformatics Institute (BII), Agency for Science, Technology and Research (A(∗)STAR), and Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Amnon Horovitz
- Department of Structural Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Jing Li
- Departments of Biology and T.C. Jenkins Department of Biophysics, Johns Hopkins University, Baltimore, USA
| | - Vincent J Hilser
- Departments of Biology and T.C. Jenkins Department of Biophysics, Johns Hopkins University, Baltimore, USA
| | - Ivet Bahar
- School of Medicine, University of Pittsburgh, Pittsburgh, USA
| | | | - Gerhard Stock
- Biomolecular Dynamics, Institute of Physics, Albert Ludwigs University, Freiburg, Germany
| | - Peter Hamm
- Department of Chemistry, University of Zurich, Zurich, Switzerland
| | - Roland H Stote
- Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), Illkirch, France
| | - Jerome Eberhardt
- Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), Illkirch, France
| | - Yassmine Chebaro
- Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), Illkirch, France
| | - Annick Dejaegere
- Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), Illkirch, France
| | - Marco Cecchini
- Institut de Chimie de Strasbourg, UMR7177 CNRS & Université de Strasbourg, Strasbourg, France
| | | | - Peter G Bolhuis
- van 't Hoff Institute for Molecular Sciences (HIMS), University of Amsterdam, Amsterdam, Netherlands
| | - Jocelyne Vreede
- van 't Hoff Institute for Molecular Sciences (HIMS), University of Amsterdam, Amsterdam, Netherlands
| | - Pietro Faccioli
- Physics Department, Università di Trento and INFN-TIFPA, Trento, Italy
| | - Simone Orioli
- Physics Department, Università di Trento and INFN-TIFPA, Trento, Italy
| | - Riccardo Ravasio
- Institute of Physics, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Le Yan
- Kavli Institute for Theoretical Physics, University of California, Santa Barbara, CA 93106, USA
| | - Carolina Brito
- Instituto de Física, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS 91501-970, Brazil
| | - Matthieu Wyart
- Institute of Physics, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Paraskevi Gkeka
- Structure Design and Informatics, Sanofi R&D, Chilly-Mazarin, France
| | - Ivan Rivalta
- École Normale Supérieure de Lyon, Université de Lyon, CNRS, Université Claude Bernard Lyon 1, Lyon, France
| | - Giulia Palermo
- Department of Chemistry and Biochemistry, University of California, San Diego, USA; Department of Bioengineering, University of California Riverside, CA 92507, USA
| | - J Andrew McCammon
- Department of Chemistry and Biochemistry, University of California, San Diego, USA
| | - Joanna Panecka-Hofman
- Division of Biophysics, Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - Rebecca C Wade
- Molecular and Cellular Modeling Group, Heidelberg Institute for Theoretical Studies (HITS) and Center for Molecular Biology (ZMBH), DKFZ-ZMBH Alliance, Heidelberg University, Heidelberg, Germany; Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany
| | - Antonella Di Pizio
- Leibniz-Institute for Food Systems Biology, Technical University of Munich, Munich, Germany
| | - Masha Y Niv
- Institute of Biochemistry, Food Science and Nutrition, Robert H Smith Faculty of Agriculture Food and Environment, The Hebrew University, Jerusalem, Israel
| | - Ruth Nussinov
- Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, USA; Sackler Institute of Molecular Medicine, Department of Human Genetics and Molecular Medicine Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Chung-Jung Tsai
- Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, USA
| | - Hyunbum Jang
- Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, USA
| | - Dzmitry Padhorny
- Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY 11794, USA
| | - Dima Kozakov
- Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY 11794, USA
| | - Tom McLeish
- Department of Physics, University of York, York, UK
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12
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Converting a Periplasmic Binding Protein into a Synthetic Biosensing Switch through Domain Insertion. BIOMED RESEARCH INTERNATIONAL 2019; 2019:4798793. [PMID: 30719443 PMCID: PMC6335823 DOI: 10.1155/2019/4798793] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 12/17/2018] [Indexed: 12/22/2022]
Abstract
All biosensing platforms rest on two pillars: specific biochemical recognition of a particular analyte and transduction of that recognition into a readily detectable signal. Most existing biosensing technologies utilize proteins that passively bind to their analytes and therefore require wasteful washing steps, specialized reagents, and expensive instruments for detection. To overcome these limitations, protein engineering strategies have been applied to develop new classes of protein-based sensor/actuators, known as protein switches, responding to small molecules. Protein switches change their active state (output) in response to a binding event or physical signal (input) and therefore show a tremendous potential to work as a biosensor. Synthetic protein switches can be created by the fusion between two genes, one coding for a sensor protein (input domain) and the other coding for an actuator protein (output domain) by domain insertion. The binding of a signal molecule to the engineered protein will switch the protein function from an “off” to an “on” state (or vice versa) as desired. The molecular switch could, for example, sense the presence of a metabolite, pollutant, or a biomarker and trigger a cellular response. The potential sensing and response capabilities are enormous; however, the recognition repertoire of natural switches is limited. Thereby, bioengineers have been struggling to expand the toolkit of molecular switches recognition repertoire utilizing periplasmic binding proteins (PBPs) as protein-sensing components. PBPs are a superfamily of bacterial proteins that provide interesting features to engineer biosensors, for instance, immense ligand-binding diversity and high affinity, and undergo large conformational changes in response to ligand binding. The development of these protein switches has yielded insights into the design of protein-based biosensors, particularly in the area of allosteric domain fusions. Here, recent protein engineering approaches for expanding the versatility of protein switches are reviewed, with an emphasis on studies that used PBPs to generate novel switches through protein domain insertion.
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13
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Mariottini D, Idili A, Nijenhuis MAD, de Greef TFA, Ricci F. DNA-Based Nanodevices Controlled by Purely Entropic Linker Domains. J Am Chem Soc 2018; 140:14725-14734. [PMID: 30351025 DOI: 10.1021/jacs.8b07640] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
We demonstrate here the rational design of purely entropic domains as a versatile approach to achieve control of the input/output response of synthetic molecular receptors. To do so and to highlight the versatility and generality of this approach, we have rationally re-engineered two model DNA-based receptors: a clamp-like DNA-based switch that recognizes a specific DNA sequence and an ATP-binding aptamer. We show that, by varying the length of the linker domain that connects the two recognition portions of these receptors, it is possible to finely control their affinity for their specific ligand. Through mathematical modeling and thermodynamic characterization, we also demonstrate for both systems that entropy changes associated with changes in linker length are responsible for affinity modulation and that the linker we have designed behaves as a disordered random-coil polymer. The approach also allows us to regulate the ligand concentration range at which the receptors respond and show optimal specificity. Given these attributes, the use of purely entropic domains appears as a versatile and general approach to finely control the activity of synthetic receptors in a highly predictable and controlled fashion.
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Affiliation(s)
- Davide Mariottini
- Chemistry Department , University of Rome Tor Vergata , Via della Ricerca Scientifica , 00133 Rome , Italy
| | - Andrea Idili
- Chemistry Department , University of Rome Tor Vergata , Via della Ricerca Scientifica , 00133 Rome , Italy
| | - Minke A D Nijenhuis
- Institute for Complex Molecular Systems , Eindhoven University of Technology , 5600 MB Eindhoven , The Netherlands
| | - Tom F A de Greef
- Institute for Complex Molecular Systems , Eindhoven University of Technology , 5600 MB Eindhoven , The Netherlands
| | - Francesco Ricci
- Chemistry Department , University of Rome Tor Vergata , Via della Ricerca Scientifica , 00133 Rome , Italy
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14
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Islam K. The Bump-and-Hole Tactic: Expanding the Scope of Chemical Genetics. Cell Chem Biol 2018; 25:1171-1184. [PMID: 30078633 PMCID: PMC6195450 DOI: 10.1016/j.chembiol.2018.07.001] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Revised: 05/13/2018] [Accepted: 07/02/2018] [Indexed: 12/15/2022]
Abstract
Successful mapping of the human genome has sparked a widespread interest in deciphering functional information encoded in gene sequences. However, because of the high degree of conservation in sequences along with topological and biochemical similarities among members of a protein superfamily, uncovering physiological role of a particular protein has been a challenging task. Chemical genetic approaches have made significant contributions toward understanding protein function. One such effort, dubbed the bump-and-hole approach, has convincingly demonstrated that engineering at the protein-small molecule interface constitutes a powerful method for elucidating the function of a specific gene product. By manipulating the steric component of protein-ligand interactions in a complementary manner, an orthogonal system is developed to probe a specific enzyme-cofactor pair without interference from related members. This article outlines current efforts to expand the approach for diverse protein classes and their applications. Potential future innovations to address contemporary biological problems are highlighted as well.
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Affiliation(s)
- Kabirul Islam
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA 15260, USA.
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15
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O'Neil PT, Machen AJ, Deatherage BC, Trecazzi C, Tischer A, Machha VR, Auton MT, Baldwin MR, White TA, Fisher MT. The Chaperonin GroEL: A Versatile Tool for Applied Biotechnology Platforms. Front Mol Biosci 2018; 5:46. [PMID: 29868607 PMCID: PMC5962814 DOI: 10.3389/fmolb.2018.00046] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 04/23/2018] [Indexed: 01/06/2023] Open
Abstract
The nucleotide-free chaperonin GroEL is capable of capturing transient unfolded or partially unfolded states that flicker in and out of existence due to large-scale protein dynamic vibrational modes. In this work, three short vignettes are presented to highlight our continuing advances in the application of GroEL biosensor biolayer interferometry (BLI) technologies and includes expanded uses of GroEL as a molecular scaffold for electron microscopy determination. The first example presents an extension of the ability to detect dynamic pre-aggregate transients in therapeutic protein solutions where the assessment of the kinetic stability of any folded protein or, as shown herein, quantitative detection of mutant-type protein when mixed with wild-type native counterparts. Secondly, using a BLI denaturation pulse assay with GroEL, the comparison of kinetically controlled denaturation isotherms of various von Willebrand factor (vWF) triple A domain mutant-types is shown. These mutant-types are single point mutations that locally disorder the A1 platelet binding domain resulting in one gain of function and one loss of function phenotype. Clear, separate, and reproducible kinetic deviations in the mutant-type isotherms exist when compared with the wild-type curve. Finally, expanding on previous electron microscopy (EM) advances using GroEL as both a protein scaffold surface and a release platform, examples are presented where GroEL-protein complexes can be imaged using electron microscopy tilt series and the low-resolution structures of aggregation-prone proteins that have interacted with GroEL. The ability of GroEL to bind hydrophobic regions and transient partially folded states allows one to employ this unique molecular chaperone both as a versatile structural scaffold and as a sensor of a protein's folded states.
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Affiliation(s)
- Pierce T O'Neil
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center, Kansas City, KS, United States
| | - Alexandra J Machen
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center, Kansas City, KS, United States
| | - Benjamin C Deatherage
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center, Kansas City, KS, United States
| | - Caleb Trecazzi
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center, Kansas City, KS, United States
| | - Alexander Tischer
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Venkata R Machha
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Matthew T Auton
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Michael R Baldwin
- Department of Molecular Microbiology and Immunology, University of Missouri, Columbia, MO, United States
| | - Tommi A White
- Department of Biochemistry, University of Missouri, Columbia, MO, United States.,Electron Microscopy Core Facility, University of Missouri, Columbia, MO, United States
| | - Mark T Fisher
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center, Kansas City, KS, United States
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16
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Kaiser CE, Rincon Pabon JP, Khowsathit J, Castaldi MP, Kazmirski SL, Weis DD, Zhang AX, Karanicolas J. Modulating Antibody Structure and Function through Directed Mutations and Chemical Rescue. ACS Synth Biol 2018; 7:1152-1162. [PMID: 29609459 DOI: 10.1021/acssynbio.8b00124] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Monoclonal antibody therapeutics have revolutionized the treatment of diseases such as cancer and autoimmune disorders, and also serve as research reagents for diverse and unparalleled applications. To extend their utility in both contexts, we have begun development of tunable antibodies, whose activity can be controlled by addition of a small molecule. Conceptually, we envision that incorporating cavity-forming mutations into an antibody can disrupt its structure, thereby reducing its affinity for antigen; addition of a small molecule may then restore the active structure, and thus rescue antigen binding. As a first proof of concept toward implementing this strategy, we have incorporated individual tryptophan to glycine mutations into FITC-E2, an anti-fluorescein single-chain variable fragment (scFv). We find that these can disrupt the protein structure and diminish antigen binding, and further that both structure and function can be rescued by addition of indole to complement the deleted side chain. While the magnitude of the affinity difference triggered by indole is modest in this first model system, it nonetheless provides a framework for future mutation/ligand pairs that may induce more dramatic responses. Disrupting and subsequently rescuing antibody activity, as exemplified by this first example, may represent a new approach to "design in" fine-tuned control of antibody activity for a variety of future applications.
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Affiliation(s)
- Christine E. Kaiser
- Discovery Biology, Discovery Sciences, IMED Biotech Unit, AstraZeneca, Boston, Massachusetts 02451, United States
| | - Juan Pablo Rincon Pabon
- Department of Chemistry and Ralph Adams Institute for Bioanalytical Chemistry, University of Kansas, Lawrence, Kansas 66045, United States
| | - Jittasak Khowsathit
- Molecular Therapeutics Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania 19111, United States
| | - M. Paola Castaldi
- Discovery Biology, Discovery Sciences, IMED Biotech Unit, AstraZeneca, Boston, Massachusetts 02451, United States
| | - Steven L. Kazmirski
- Structure and Biophysics, Discovery Sciences, IMED Biotech Unit, AstraZeneca, Boston, Massachusetts 02451, United States
| | - David D. Weis
- Department of Chemistry and Ralph Adams Institute for Bioanalytical Chemistry, University of Kansas, Lawrence, Kansas 66045, United States
| | - Andrew X. Zhang
- Discovery Biology, Discovery Sciences, IMED Biotech Unit, AstraZeneca, Boston, Massachusetts 02451, United States
| | - John Karanicolas
- Molecular Therapeutics Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania 19111, United States
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17
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Chan WC, Knowlton GS, Bishop AC. Activation of Engineered Protein Tyrosine Phosphatases with the Biarsenical Compound AsCy3-EDT 2. Chembiochem 2017; 18:1950-1958. [PMID: 28745017 PMCID: PMC5923034 DOI: 10.1002/cbic.201700253] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Indexed: 12/22/2022]
Abstract
Methods for activating signaling enzymes hold significant potential for the study of cellular signal transduction. Here we present a strategy for engineering chemically activatable protein tyrosine phosphatases (actPTPs). To generate actPTP1B, we introduced three cysteine point mutations in the enzyme's WPD loop. Biarsenical compounds were screened for the capability to bind actPTP1B's WPD loop and increase its phosphatase activity. We identified AsCy3-EDT2 as a robust activator that selectively targets actPTP1B in proteomic mixtures and intact cells. Introduction of the corresponding mutations in T-cell PTP also generates an enzyme (actTCPTP) that is strongly activated by AsCy3-EDT2 . Given the conservation of WPD-loop structure among the classical PTPs, our results potentially provide the groundwork of a widely generalizable approach for generating actPTPs as tools for elucidating PTP signaling roles as well as connections between dysregulated PTP activity and human disease.
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Affiliation(s)
- Wai Cheung Chan
- Amherst College, Department of Chemistry, Amherst, Massachusetts 01002
| | | | - Anthony C. Bishop
- Amherst College, Department of Chemistry, Amherst, Massachusetts 01002
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18
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Affiliation(s)
- George M. Burslem
- Departments of Molecular,
Cellular, and Developmental Biology, Chemistry, and Pharmacology, Yale University, 219 Prospect Street, New Haven, Connecticut 06511, United States
| | - Craig M. Crews
- Departments of Molecular,
Cellular, and Developmental Biology, Chemistry, and Pharmacology, Yale University, 219 Prospect Street, New Haven, Connecticut 06511, United States
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19
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Dickson A, Bailey CT, Karanicolas J. Optimal allosteric stabilization sites using contact stabilization analysis. J Comput Chem 2017; 38:1138-1146. [PMID: 27774625 PMCID: PMC5403592 DOI: 10.1002/jcc.24517] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Revised: 09/30/2016] [Accepted: 10/01/2016] [Indexed: 11/08/2022]
Abstract
Proteins can be destabilized by a number of environmental factors such as temperature, pH, and mutation. The ability to subsequently restore function under these conditions by adding small molecule stabilizers, or by introducing disulfide bonds, would be a very powerful tool, but the physical principles that drive this stabilization are not well understood. The first problem lies is in choosing an appropriate binding site or disulfide bond location to best confer stability to the active site and restore function. Here, we present a general framework for predicting which allosteric binding sites correlate with stability in the active site. Using the Karanicolas-Brooks Gō-like model, we examine the dynamics of the enzyme β-glucuronidase using an Umbrella Sampling method to thoroughly sample the conformational landscape. Each intramolecular contact is assigned a score termed a "stabilization factor" that measures its correlation with structural changes in the active site. We have carried out this analysis for three different scaling strengths for the intramolecular contacts, and we examine how the calculated stabilization factors depend on the ensemble of destabilized conformations. We further examine a locally destabilized mutant of β-glucuronidase that has been characterized experimentally, and show that this brings about local changes in the stabilization factors. We find that the proximity to the active site is not sufficient to determine which contacts can confer active site stability. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Alex Dickson
- Department of Biochemistry & Molecular Biology and the Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, Michigan, 48824
| | - Christopher T Bailey
- Department of Biochemistry & Molecular Biology, Michigan State University, East Lansing, Michigan, 48824
| | - John Karanicolas
- Department of Molecular Biosciences and Center for Computational Biology, University of Kansas, Lawrence, Kansas, 66045
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20
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Khersonsky O, Fleishman SJ. Incorporating an allosteric regulatory site in an antibody through backbone design. Protein Sci 2017; 26:807-813. [PMID: 28142198 DOI: 10.1002/pro.3126] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2016] [Revised: 01/20/2017] [Accepted: 01/24/2017] [Indexed: 12/17/2022]
Abstract
Allosteric regulation underlies living cells' ability to sense changes in nutrient and signaling-molecule concentrations, but the ability to computationally design allosteric regulation into non-allosteric proteins has been elusive. Allosteric-site design is complicated by the requirement to encode the relative stabilities of active and inactive conformations of the same protein in the presence and absence of both ligand and effector. To address this challenge, we used Rosetta to design the backbone of the flexible heavy-chain complementarity-determining region 3 (HCDR3), and used geometric matching and sequence optimization to place a Zn2+ -coordination site in a fluorescein-binding antibody. We predicted that due to HCDR3's flexibility, the fluorescein-binding pocket would configure properly only upon Zn2+ application. We found that regulation by Zn2+ was reversible and sensitive to the divalent ion's identity, and came at the cost of reduced antibody stability and fluorescein-binding affinity. Fluorescein bound at an order of magnitude higher affinity in the presence of Zn2+ than in its absence, and the increase in fluorescein affinity was due almost entirely to faster fluorescein on-rate, suggesting that Zn2+ preorganized the antibody for fluorescein binding. Mutation analysis demonstrated the extreme sensitivity of Zn2+ regulation on the atomic details in and around the metal-coordination site. The designed antibody could serve to study how allosteric regulation evolved from non-allosteric binding proteins, and suggests a way to designing molecular sensors for environmental and biomedical targets.
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Affiliation(s)
- Olga Khersonsky
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, 76100, Israel
| | - Sarel J Fleishman
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, 76100, Israel
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21
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Budiardjo SJ, Licknack TJ, Cory MB, Kapros D, Roy A, Lovell S, Douglas J, Karanicolas J. Full and Partial Agonism of a Designed Enzyme Switch. ACS Synth Biol 2016; 5:1475-1484. [PMID: 27389009 DOI: 10.1021/acssynbio.6b00097] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Chemical biology has long sought to build protein switches for use in molecular diagnostics, imaging, and synthetic biology. The overarching challenge for any type of engineered protein switch is the ability to respond in a selective and predictable manner that caters to the specific environments and time scales needed for the application at hand. We previously described a general method to design switchable proteins, called "chemical rescue of structure", that builds de novo allosteric control sites directly into a protein's functional domain. This approach entails first carving out a buried cavity in a protein via mutation, such that the protein's structure is disrupted and activity is lost. An exogenous ligand is subsequently added to substitute for the atoms that were removed by mutation, restoring the protein's structure and thus its activity. Here, we begin to ask what principles dictate such switches' response to different activating ligands. Using a redesigned β-glycosidase enzyme as our model system, we find that the designed effector site is quite malleable and can accommodate both larger and smaller ligands, but that optimal rescue comes only from a ligand that perfectly replaces the deleted atoms. Guided by these principles, we then altered the shape of this cavity by using different cavity-forming mutations, and predicted different ligands that would better complement these new cavities. These findings demonstrate how the protein switch's response can be tuned via small changes to the ligand with respect to the binding cavity, and ultimately enabled us to design an improved switch. We anticipate that these insights will help enable the design of future systems that tune other aspects of protein activity, whereby, like evolved protein receptors, remolding the effector site can also adjust additional outputs such as substrate selectivity and activation of downstream signaling pathways.
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Affiliation(s)
- S. Jimmy Budiardjo
- Center for Computational Biology, ‡Department of Molecular
Biosciences, §High Throughput Screening
Laboratory, ∥Protein Structure Laboratory, ⊥Molecular Structures Group The University of Kansas, 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Timothy J. Licknack
- Center for Computational Biology, ‡Department of Molecular
Biosciences, §High Throughput Screening
Laboratory, ∥Protein Structure Laboratory, ⊥Molecular Structures Group The University of Kansas, 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Michael B. Cory
- Center for Computational Biology, ‡Department of Molecular
Biosciences, §High Throughput Screening
Laboratory, ∥Protein Structure Laboratory, ⊥Molecular Structures Group The University of Kansas, 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Dora Kapros
- Center for Computational Biology, ‡Department of Molecular
Biosciences, §High Throughput Screening
Laboratory, ∥Protein Structure Laboratory, ⊥Molecular Structures Group The University of Kansas, 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Anuradha Roy
- Center for Computational Biology, ‡Department of Molecular
Biosciences, §High Throughput Screening
Laboratory, ∥Protein Structure Laboratory, ⊥Molecular Structures Group The University of Kansas, 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Scott Lovell
- Center for Computational Biology, ‡Department of Molecular
Biosciences, §High Throughput Screening
Laboratory, ∥Protein Structure Laboratory, ⊥Molecular Structures Group The University of Kansas, 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - Justin Douglas
- Center for Computational Biology, ‡Department of Molecular
Biosciences, §High Throughput Screening
Laboratory, ∥Protein Structure Laboratory, ⊥Molecular Structures Group The University of Kansas, 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
| | - John Karanicolas
- Center for Computational Biology, ‡Department of Molecular
Biosciences, §High Throughput Screening
Laboratory, ∥Protein Structure Laboratory, ⊥Molecular Structures Group The University of Kansas, 2030 Becker Drive, Lawrence, Kansas 66045-7534, United States
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22
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Keppel TR, Sarpong K, Murray EM, Monsey J, Zhu J, Bose R. Biophysical Evidence for Intrinsic Disorder in the C-terminal Tails of the Epidermal Growth Factor Receptor (EGFR) and HER3 Receptor Tyrosine Kinases. J Biol Chem 2016; 292:597-610. [PMID: 27872189 DOI: 10.1074/jbc.m116.747485] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Revised: 11/15/2016] [Indexed: 12/21/2022] Open
Abstract
The epidermal growth factor receptor (EGFR)/ErbB family of receptor tyrosine kinases includes oncogenes important in the progression of breast and other cancers, and they are targets for many drug development strategies. Each member of the ErbB family possesses a unique, structurally uncharacterized C-terminal tail that plays an important role in autophosphorylation and signal propagation. To determine whether these C-terminal tails are intrinsically disordered regions, we conducted a battery of biophysical experiments on the EGFR and HER3 tails. Using hydrogen/deuterium exchange mass spectrometry, we measured the conformational dynamics of intracellular half constructs and compared the tails with the ordered kinase domains. The C-terminal tails demonstrate more rapid deuterium exchange behavior when compared with the kinase domains. Next, we expressed and purified EGFR and HER3 tail-only constructs. Results from circular dichroism spectroscopy, size exclusion chromatography with multiangle light scattering, dynamic light scattering, analytical ultracentrifugation, and small angle X-ray scattering each provide evidence that the EGFR and HER3 C-terminal tails are intrinsically disordered with extended, non-globular structure in solution. The intrinsic disorder and extended conformation of these tails may be important for their function by increasing the capture radius and reducing the thermodynamic barriers for binding of downstream signaling proteins.
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Affiliation(s)
| | | | | | | | - Jian Zhu
- Hematology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri 63110
| | - Ron Bose
- From the Divisions of Oncology and
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23
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Schueler-Furman O, Wodak SJ. Computational approaches to investigating allostery. Curr Opin Struct Biol 2016; 41:159-171. [PMID: 27607077 DOI: 10.1016/j.sbi.2016.06.017] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 06/23/2016] [Indexed: 01/01/2023]
Abstract
Allosteric regulation plays a key role in many biological processes, such as signal transduction, transcriptional regulation, and many more. It is rooted in fundamental thermodynamic and dynamic properties of macromolecular systems that are still poorly understood and are moreover modulated by the cellular context. Here we review the computational approaches used in the investigation of allosteric processes in protein systems. We outline how the models of allostery have evolved from their initial formulation in the sixties to the current views, which more fully account for the roles of the thermodynamic and dynamic properties of the system. We then describe the major classes of computational approaches employed to elucidate the mechanisms of allostery, the insights they have provided, as well as their limitations. We complement this analysis by highlighting the role of computational approaches in promising practical applications, such as the engineering of regulatory modules and identifying allosteric binding sites.
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Affiliation(s)
- Ora Schueler-Furman
- Department of Microbiology and Molecular Genetics, Institute for Medical Research Israel-Canada (IMRIC), Hebrew University, Hadassah Medical School, POB 12272, Jerusalem 91120, Israel
| | - Shoshana J Wodak
- VIB Structural Biology Research Center, VUB, Pleinlaan 2, 1050 Brussels, Belgium.
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24
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Chio CM, Cheng KW, Bishop AC. Direct Chemical Activation of a Rationally Engineered Signaling Enzyme. Chembiochem 2015; 16:1735-9. [PMID: 26063205 DOI: 10.1002/cbic.201500245] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Indexed: 11/08/2022]
Abstract
Few chemical strategies for activating enzymes have been developed. Here we show that a biarsenical compound (FlAsH) can directly activate a rationally engineered protein tyrosine phosphatase (Shp2 PTP) by disrupting autoinhibitory interactions between Shp2's N-terminal SH2 domain and its PTP domain. We found that introducing a tricysteine motif at a loop of Shp2's N-SH2 domain confers affinity for FlAsH; binding of FlAsH to the cysteine-enriched loop relieves Shp2's inhibitory interdomain interaction and substantially increases the enzyme's PTP activity. Activation of engineered Shp2 is substrate independent and is observed in the contexts of both purified enzyme and complex proteomes. A chemical means for activating Shp2 could be useful for investigating its roles in signaling and oncogenesis, and the loop-targeting strategy described herein could provide a blueprint for the development of target-specific activators of other autoinhibited enzymes.
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Affiliation(s)
- Cynthia M Chio
- Department of Chemistry, Amherst College, Amherst, MA 01002 (USA)
| | - Karen W Cheng
- Department of Chemistry, Amherst College, Amherst, MA 01002 (USA)
| | - Anthony C Bishop
- Department of Chemistry, Amherst College, Amherst, MA 01002 (USA).
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25
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Makhlynets OV, Raymond EA, Korendovych IV. Design of allosterically regulated protein catalysts. Biochemistry 2015; 54:1444-56. [PMID: 25642601 DOI: 10.1021/bi5015248] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Activity of allosteric protein catalysts is regulated by an external stimulus, such as protein or small molecule binding, light activation, pH change, etc., at a location away from the active site of the enzyme. Since its original introduction in 1961, the concept of allosteric regulation has undergone substantial expansion, and many, if not most, enzymes have been shown to possess some degree of allosteric regulation. The ability to create new catalysts that can be turned on and off using allosteric interactions would greatly expand the chemical biology toolbox and will allow for detection of environmental pollutants and disease biomarkers and facilitate studies of cellular processes and metal homeostasis. Thus, design of allosterically regulated protein catalysts represents an actively growing area of research. In this paper, we describe various approaches to achieving regulation of catalysis.
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Affiliation(s)
- Olga V Makhlynets
- Department of Chemistry, Syracuse University , 111 College Place, Syracuse, New York 13244, United States
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26
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Design of catalytically amplified sensors for small molecules. Biomolecules 2014; 4:402-18. [PMID: 24970222 PMCID: PMC4101489 DOI: 10.3390/biom4020402] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2014] [Revised: 03/21/2014] [Accepted: 03/26/2014] [Indexed: 01/15/2023] Open
Abstract
Catalytically amplified sensors link an allosteric analyte binding site with a reactive site to catalytically convert substrate into colored or fluorescent product that can be easily measured. Such an arrangement greatly improves a sensor’s detection limit as illustrated by successful application of ELISA-based approaches. The ability to engineer synthetic catalytic sites into non-enzymatic proteins expands the repertoire of analytes as well as readout reactions. Here we review recent examples of small molecule sensors based on allosterically controlled enzymes and organometallic catalysts. The focus of this paper is on biocompatible, switchable enzymes regulated by small molecules to track analytes both in vivo and in the environment.
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