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Zhang L, Krause TB, Deol H, Pandey B, Xiao Q, Park HM, Iverson BL, Law D, Anslyn EV. Chemical and linguistic considerations for encoding Chinese characters: an embodiment using chain-end degradable sequence-defined oligourethanes created by consecutive solid phase click chemistry. Chem Sci 2024; 15:5284-5293. [PMID: 38577351 PMCID: PMC10988576 DOI: 10.1039/d3sc06189b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 03/05/2024] [Indexed: 04/06/2024] Open
Abstract
Sequence-defined polymers (SDPs) are currently being investigated for use as information storage media. As the number of monomers in the SDPs increases, with a corresponding increase in mathematical base, the use of tandem-MS for de novo sequencing becomes more challenging. In contrast, chain-end degradation routines are truly de novo, potentially allowing very large mathematical bases for encoding. While alphabetic scripts have a few dozen symbols, logographic scripts, such as Chinese, can have several thousand symbols. Using a new in situ consecutive click reaction approach on an oligourethane backbone for writing, and a previously reported chain-end degradation routine for reading, we encoded/decoded a confucius proverb written in Chinese characters using two encoding schemes: Unicode and Zhèng Mă. Unicode is an internationally standardized arbitrary string of hexadecimal (base-16) symbols which efficiently encodes uniquely identifiable symbols but requires complete fidelity of transmission, or context-based inferential strategies to be interpreted. The Zhèng Mă approach encodes with a base-26 system using the visual characteristics and internal composition of Chinese characters themselves, which leads to greater ambiguity of encoded strings, but more robust retrievability of information from partial or corrupted encodings. The application of information-encoded oligourethanes to two different encoding systems allowed us to establish their flexibility and versatility for data storage. We found the oligourethanes immensely adaptable to both encoding schemes for Chinese characters, and we highlight the expected tradeoff between the efficiency and uniqueness of Unicode encoding on the one hand, and the fidelity to a scripts' particular visual characteristics on the other.
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Affiliation(s)
- Le Zhang
- Department of Chemistry, The University of Texas at Austin TX 78721 USA
| | - Todd B Krause
- Linguistics Research Center, The University of Texas at Austin TX 78712 USA
| | - Harnimarta Deol
- Department of Chemistry, The University of Texas at Austin TX 78721 USA
| | - Bipin Pandey
- Department of Chemistry, The University of Texas at Austin TX 78721 USA
| | - Qifan Xiao
- Department of Chemistry, The University of Texas at Austin TX 78721 USA
| | - Hyun Meen Park
- Department of Chemistry, The University of Texas at Austin TX 78721 USA
| | - Brent L Iverson
- Department of Chemistry, The University of Texas at Austin TX 78721 USA
| | - Danny Law
- Department of Linguistics, The University of Texas at Austin TX 78721 USA
- Linguistics Research Center, The University of Texas at Austin TX 78712 USA
| | - Eric V Anslyn
- Department of Chemistry, The University of Texas at Austin TX 78721 USA
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2
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Cadena DM, Sowa JK, Cotton DE, Wight CD, Hoffman CL, Wagner HR, Boette JT, Raulerson EK, Iverson BL, Rossky PJ, Roberts ST. Aggregation of Charge Acceptors on Nanocrystal Surfaces Alters Rates of Photoinduced Electron Transfer. J Am Chem Soc 2022; 144:22676-22688. [PMID: 36450151 DOI: 10.1021/jacs.2c09758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Semiconductor nanocrystals (NCs) interfaced with molecular ligands that function as charge and energy acceptors are an emerging platform for the design of light-harvesting, photon-upconverting, and photocatalytic materials. However, NC systems explored for these applications often feature high concentrations of bound acceptor ligands, which can lead to ligand-ligand interactions that may alter each system's ability to undergo charge and energy transfer. Here, we demonstrate that aggregation of acceptor ligands impacts the rate of photoinduced NC-to-ligand charge transfer between lead(II) sulfide (PbS) NCs and perylenediimide (PDI) electron acceptors. As the concentration of PDI acceptors is increased, we find the average electron transfer rate from PbS to PDI ligands decreases by nearly an order of magnitude. The electron transfer rate slowdown with increasing PDI concentration correlates strongly with the appearance of PDI aggregates in steady-state absorption spectra. Electronic structure calculations and molecular dynamics (MD) simulations suggest PDI aggregation slows the rate of electron transfer by reducing orbital overlap between PbS charge donors and PDI charge acceptors. While we find aggregation slows electron transfer in this system, the computational models we employ predict ligand aggregation could also be used to speed electron transfer by producing delocalized states that exhibit improved NC-molecule electronic coupling and energy alignment with NC conduction band states. Our results demonstrate that ligand aggregation can alter rates of photoinduced electron transfer between NCs and organic acceptor ligands and should be considered when designing hybrid NC:molecule systems for charge separation.
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Affiliation(s)
- Danielle M Cadena
- Department of Chemistry, The University of Texas at Austin, Austin, Texas78712, United States.,Center for Adapting Flaws into Features, Rice University, Houston, Texas77251, United States
| | - Jakub K Sowa
- Center for Adapting Flaws into Features, Rice University, Houston, Texas77251, United States.,Department of Chemistry, Rice University, Houston, Texas77251, United States
| | - Daniel E Cotton
- Department of Chemistry, The University of Texas at Austin, Austin, Texas78712, United States
| | - Christopher D Wight
- Department of Chemistry, The University of Texas at Austin, Austin, Texas78712, United States
| | - Cole L Hoffman
- Department of Chemistry, The University of Texas at Austin, Austin, Texas78712, United States
| | - Holden R Wagner
- Department of Chemistry, The University of Texas at Austin, Austin, Texas78712, United States
| | - Jessica T Boette
- Department of Chemistry, The University of Texas at Austin, Austin, Texas78712, United States
| | - Emily K Raulerson
- Department of Chemistry, The University of Texas at Austin, Austin, Texas78712, United States
| | - Brent L Iverson
- Department of Chemistry, The University of Texas at Austin, Austin, Texas78712, United States
| | - Peter J Rossky
- Center for Adapting Flaws into Features, Rice University, Houston, Texas77251, United States.,Department of Chemistry, Rice University, Houston, Texas77251, United States
| | - Sean T Roberts
- Department of Chemistry, The University of Texas at Austin, Austin, Texas78712, United States.,Center for Adapting Flaws into Features, Rice University, Houston, Texas77251, United States
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3
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Bachman JL, Wight CD, Bardo AM, Johnson AM, Pavlich CI, Boley AJ, Wagner HR, Swaminathan J, Iverson BL, Marcotte EM, Anslyn EV. Evaluating the Effect of Dye-Dye Interactions of Xanthene-Based Fluorophores in the Fluorosequencing of Peptides. Bioconjug Chem 2022; 33:1156-1165. [PMID: 35622964 DOI: 10.1021/acs.bioconjchem.2c00103] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A peptide sequencing scheme utilizing fluorescence microscopy and Edman degradation to determine the amino acid position in fluorophore-labeled peptides was recently reported, referred to as fluorosequencing. It was observed that multiple fluorophores covalently linked to a peptide scaffold resulted in a decrease in the anticipated fluorescence output and worsened the single-molecule fluorescence analysis. In this study, we report an improvement in the photophysical properties of fluorophore-labeled peptides by incorporating long and flexible (PEG)10 linkers at the peptide attachment points. Long linkers to the fluorophores were installed using copper-catalyzed azide-alkyne cycloaddition conditions. The photophysical properties of these peptides were analyzed in solution and immobilized on a microscope slide at the single-molecule level under peptide fluorosequencing conditions. Solution-phase fluorescence analysis showed improvements in both quantum yield and fluorescence lifetime with the long linkers. While on the solid support, photometry measurements showed significant increases in fluorescence brightness and 20 to 60% improvements in the ability to determine the amino acid position with fluorosequencing. This spatial distancing strategy demonstrates improvements in the peptide sequencing platform and provides a general approach for improving the photophysical properties in fluorophore-labeled macromolecules.
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Affiliation(s)
- James L Bachman
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Christopher D Wight
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Angela M Bardo
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Amber M Johnson
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Cyprian I Pavlich
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Alexander J Boley
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Holden R Wagner
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Jagannath Swaminathan
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Brent L Iverson
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Edward M Marcotte
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Eric V Anslyn
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
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4
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Raulerson EK, Cadena DM, Jabed MA, Wight CD, Lee I, Wagner HR, Brewster JT, Iverson BL, Kilina S, Roberts ST. Using Spectator Ligands to Enhance Nanocrystal-to-Molecule Electron Transfer. J Phys Chem Lett 2022; 13:1416-1423. [PMID: 35119280 DOI: 10.1021/acs.jpclett.1c03825] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Semiconductor nanocrystals (NCs) have emerged as promising photocatalysts. However, NCs are often functionalized with complex ligand shells that contain not only charge acceptors but also other "spectator ligands" that control NC solubility and affinity for target reactants. Here, we show that spectator ligands are not passive observers of photoinduced charge transfer but rather play an active role in this process. We find the rate of electron transfer from quantum-confined PbS NCs to perylenediimide acceptors can be varied by over a factor of 4 simply by coordinating cinnamate ligands with distinct dipole moments to NC surfaces. Theoretical calculations indicate this rate variation stems from both ligand-induced changes in the free energy for charge transfer and electrostatic interactions that alter perylenediimide electron acceptor orientation on NC surfaces. Our work shows NC-to-molecule charge transfer can be fine-tuned through ligand shell design, giving researchers an additional handle for enhancing NC photocatalysis.
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Affiliation(s)
- Emily K Raulerson
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Danielle M Cadena
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Mohammed A Jabed
- Department of Chemistry and Biochemistry, North Dakota State University, Fargo, North Dakota 58108, United States
| | - Christopher D Wight
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Inki Lee
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Holden R Wagner
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - James T Brewster
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Brent L Iverson
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Svetlana Kilina
- Department of Chemistry and Biochemistry, North Dakota State University, Fargo, North Dakota 58108, United States
| | - Sean T Roberts
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
- Center for Dynamics and Control of Materials, The University of Texas at Austin, Austin, Texas 78712, United States
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5
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Voss WN, Hou YJ, Johnson NV, Delidakis G, Kim JE, Javanmardi K, Horton AP, Bartzoka F, Paresi CJ, Tanno Y, Chou CW, Abbasi SA, Pickens W, George K, Boutz DR, Towers DM, McDaniel JR, Billick D, Goike J, Rowe L, Batra D, Pohl J, Lee J, Gangappa S, Sambhara S, Gadush M, Wang N, Person MD, Iverson BL, Gollihar JD, Dye JM, Herbert AS, Finkelstein IJ, Baric RS, McLellan JS, Georgiou G, Lavinder JJ, Ippolito GC. Prevalent, protective, and convergent IgG recognition of SARS-CoV-2 non-RBD spike epitopes. Science 2021; 372:1108-1112. [PMID: 33947773 PMCID: PMC8224265 DOI: 10.1126/science.abg5268] [Citation(s) in RCA: 165] [Impact Index Per Article: 55.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 04/29/2021] [Indexed: 12/12/2022]
Abstract
The molecular composition and binding epitopes of the immunoglobulin G (IgG) antibodies that circulate in blood plasma after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection are unknown. Proteomic deconvolution of the IgG repertoire to the spike glycoprotein in convalescent subjects revealed that the response is directed predominantly (>80%) against epitopes residing outside the receptor binding domain (RBD). In one subject, just four IgG lineages accounted for 93.5% of the response, including an amino (N)-terminal domain (NTD)-directed antibody that was protective against lethal viral challenge. Genetic, structural, and functional characterization of a multidonor class of "public" antibodies revealed an NTD epitope that is recurrently mutated among emerging SARS-CoV-2 variants of concern. These data show that "public" NTD-directed and other non-RBD plasma antibodies are prevalent and have implications for SARS-CoV-2 protection and antibody escape.
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MESH Headings
- Animals
- Antibodies, Monoclonal/blood
- Antibodies, Monoclonal/chemistry
- Antibodies, Monoclonal/immunology
- Antibodies, Neutralizing/blood
- Antibodies, Neutralizing/chemistry
- Antibodies, Neutralizing/immunology
- Antibodies, Viral/blood
- Antibodies, Viral/chemistry
- Antibodies, Viral/immunology
- Antibody Affinity
- COVID-19/immunology
- COVID-19/prevention & control
- Epitopes/immunology
- Humans
- Immune Evasion
- Immunoglobulin G/blood
- Immunoglobulin G/chemistry
- Immunoglobulin G/immunology
- Immunoglobulin Heavy Chains/immunology
- Immunoglobulin Variable Region/immunology
- Mice
- Mice, Inbred BALB C
- Mutation
- Protein Domains
- Proteomics
- SARS-CoV-2/genetics
- SARS-CoV-2/immunology
- Spike Glycoprotein, Coronavirus/chemistry
- Spike Glycoprotein, Coronavirus/genetics
- Spike Glycoprotein, Coronavirus/immunology
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Affiliation(s)
- William N Voss
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Yixuan J Hou
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Nicole V Johnson
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - George Delidakis
- Department of Chemical Engineering, The University of Texas at Austin, Austin, TX, USA
| | - Jin Eyun Kim
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, TX, USA
| | - Kamyab Javanmardi
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Andrew P Horton
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Foteini Bartzoka
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Chelsea J Paresi
- Department of Chemistry, The University of Texas at Austin, Austin, TX, USA
| | - Yuri Tanno
- Department of Chemical Engineering, The University of Texas at Austin, Austin, TX, USA
| | - Chia-Wei Chou
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Shawn A Abbasi
- U.S. Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Whitney Pickens
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Katia George
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Daniel R Boutz
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- CCDC Army Research Laboratory-South, The University of Texas at Austin, Austin, TX, USA
| | - Dalton M Towers
- Department of Chemical Engineering, The University of Texas at Austin, Austin, TX, USA
| | | | - Daniel Billick
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Jule Goike
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Lori Rowe
- Biotechnology Core Facility Branch, Division of Scientific Resources, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Tulane National Primate Research Center Department of Microbiology 18703 Three Rivers Road Covington, LA, USA
| | - Dhwani Batra
- Biotechnology Core Facility Branch, Division of Scientific Resources, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Jan Pohl
- Biotechnology Core Facility Branch, Division of Scientific Resources, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Justin Lee
- Biotechnology Core Facility Branch, Division of Scientific Resources, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Shivaprakash Gangappa
- Immunology and Pathogenesis Branch, Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Suryaprakash Sambhara
- Immunology and Pathogenesis Branch, Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Michelle Gadush
- Center for Biomedical Research Support, The University of Texas at Austin, Austin, TX, USA
| | - Nianshuang Wang
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Maria D Person
- Center for Biomedical Research Support, The University of Texas at Austin, Austin, TX, USA
| | - Brent L Iverson
- Department of Chemistry, The University of Texas at Austin, Austin, TX, USA
| | - Jimmy D Gollihar
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- CCDC Army Research Laboratory-South, The University of Texas at Austin, Austin, TX, USA
- Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
| | - John M Dye
- U.S. Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Andrew S Herbert
- U.S. Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Ilya J Finkelstein
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - Ralph S Baric
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jason S McLellan
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
| | - George Georgiou
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA
- Department of Chemical Engineering, The University of Texas at Austin, Austin, TX, USA
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, TX, USA
- Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, TX, USA
| | - Jason J Lavinder
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA.
- Department of Chemical Engineering, The University of Texas at Austin, Austin, TX, USA
| | - Gregory C Ippolito
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA.
- Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
- Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, TX, USA
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6
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Denard CA, Paresi C, Yaghi R, McGinnis N, Bennett Z, Yi L, Georgiou G, Iverson BL. YESS 2.0, a Tunable Platform for Enzyme Evolution, Yields Highly Active TEV Protease Variants. ACS Synth Biol 2021; 10:63-71. [PMID: 33401904 DOI: 10.1021/acssynbio.0c00452] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Here we describe YESS 2.0, a highly versatile version of the yeast endoplasmic sequestration screening (YESS) system suitable for engineering and characterizing protein/peptide modifying enzymes such as proteases with desired new activities. By incorporating features that modulate gene transcription as well as substrate and enzyme spatial sequestration, YESS 2.0 achieves a significantly higher operational and dynamic range compared with the original YESS. To showcase the new advantages of YESS 2.0, we improved an already efficient TEV protease variant (TEV-EAV) to obtain a variant (eTEV) with a 2.25-fold higher catalytic efficiency, derived almost entirely from an increase in turnover rate (kcat). In our analysis, eTEV specifically digests a fusion protein in 2 h at a low 1:200 enzyme to substrate ratio. Structural modeling indicates that the increase in catalytic efficiency of eTEV is likely due to an enhanced interaction between the catalytic Cys151 with the P1 substrate residue (Gln). Furthermore, the modeling showed that the ENLYFQS peptide substrate is buried to a larger extent in the active site of eTEV compared with WT TEV. The new eTEV variant is functionally the fastest TEV variant reported to date and could potentially improve efficiency in any TEV application.
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Affiliation(s)
- Carl A. Denard
- Department of Chemistry, University of Texas at Austin, Austin, Texas 78712, United States
| | - Chelsea Paresi
- Department of Chemistry, University of Texas at Austin, Austin, Texas 78712, United States
| | - Rasha Yaghi
- Department of Chemistry, University of Texas at Austin, Austin, Texas 78712, United States
| | - Natalie McGinnis
- Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, Texas 78712, United States
| | - Zachary Bennett
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas 78712, United States
| | - Li Yi
- Department of Chemistry, University of Texas at Austin, Austin, Texas 78712, United States
| | - George Georgiou
- Department of Chemical Engineering, University of Texas at Austin, Austin, Texas 78712, United States
| | - Brent L. Iverson
- Department of Chemistry, University of Texas at Austin, Austin, Texas 78712, United States
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7
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Voss WN, Hou YJ, Johnson NV, Kim JE, Delidakis G, Horton AP, Bartzoka F, Paresi CJ, Tanno Y, Abbasi SA, Pickens W, George K, Boutz DR, Towers DM, McDaniel JR, Billick D, Goike J, Rowe L, Batra D, Pohl J, Lee J, Gangappa S, Sambhara S, Gadush M, Wang N, Person MD, Iverson BL, Gollihar JD, Dye J, Herbert A, Baric RS, McLellan JS, Georgiou G, Lavinder JJ, Ippolito GC. Prevalent, protective, and convergent IgG recognition of SARS-CoV-2 non-RBD spike epitopes in COVID-19 convalescent plasma. bioRxiv 2020. [PMID: 33398269 DOI: 10.1101/2020.12.20.423708] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Although humoral immunity is essential for control of SARS-CoV-2, the molecular composition, binding epitopes and effector functions of the immunoglobulin G (IgG) antibodies that circulate in blood plasma following infection are unknown. Proteomic deconvolution of the circulating IgG repertoire (Ig-Seq 1 ) to the spike ectodomain (S-ECD 2 ) in four convalescent study subjects revealed that the plasma response is oligoclonal and directed predominantly (>80%) to S-ECD epitopes that lie outside the receptor binding domain (RBD). When comparing antibodies directed to either the RBD, the N-terminal domain (NTD) or the S2 subunit (S2) in one subject, just four IgG lineages (1 anti-S2, 2 anti-NTD and 1 anti-RBD) accounted for 93.5% of the repertoire. Although the anti-RBD and one of the anti-NTD antibodies were equally potently neutralizing in vitro , we nonetheless found that the anti-NTD antibody was sufficient for protection to lethal viral challenge, either alone or in combination as a cocktail where it dominated the effect of the other plasma antibodies. We identified in vivo protective plasma anti-NTD antibodies in 3/4 subjects analyzed and discovered a shared class of antibodies targeting the NTD that utilize unmutated or near-germline IGHV1-24, the most electronegative IGHV gene in the human genome. Structural analysis revealed that binding to NTD is dominated by interactions with the heavy chain, accounting for 89% of the entire interfacial area, with germline residues uniquely encoded by IGHV1-24 contributing 20% (149 Å 2 ). Together with recent reports of germline IGHV1-24 antibodies isolated by B-cell cloning 3,4 our data reveal a class of shared IgG antibodies that are readily observed in convalescent plasma and underscore the role of NTD-directed antibodies in protection against SARS-CoV-2 infection.
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8
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Wight CD, Xiao Q, Wagner HR, Hernandez EA, Lynch VM, Iverson BL. Mechanistic Analysis of Solid-State Colorimetric Switching: Monoalkoxynaphthalene-Naphthalimide Donor–Acceptor Dyads. J Am Chem Soc 2020; 142:17630-17643. [DOI: 10.1021/jacs.0c08137] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Christopher D. Wight
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Qifan Xiao
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Holden R. Wagner
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Eduardo A. Hernandez
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Vincent M. Lynch
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Brent L. Iverson
- Department of Chemistry, The University of Texas at Austin, Austin, Texas 78712, United States
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9
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Fan X, Li X, Zhou Y, Mei M, Liu P, Zhao J, Peng W, Jiang ZB, Yang S, Iverson BL, Zhang G, Yi L. Quantitative Analysis of the Substrate Specificity of Human Rhinovirus 3C Protease and Exploration of Its Substrate Recognition Mechanisms. ACS Chem Biol 2020; 15:63-73. [PMID: 31613083 DOI: 10.1021/acschembio.9b00539] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Human rhinovirus 3C protease (HRV 3C-P) is a high-value commercial cysteine protease that could specifically recognize the short peptide sequence of LEVLFQ↓GP. In here, a strategy based on our previous Yeast Endoplasmic Reticulum Sequestration Screening (YESS) approach was developed in Saccharomyces cerevisiae, a model microorganism, to fully characterize the substrate specificity of a typical human virus protease, HRV 3C-P, in a quantitative and fast manner. Our results demonstrated that HRV 3C-P had very high specificity at P1 and P1' positions, only recognizing Gln/Glu at the P1 position and Gly/Ala/Cys/Ser at the P1' position, respectively. Comparably, it exhibited efficient recognition of most residues at the P2' position, except Trp. Further biochemical characterization through site mutagenesis, enzyme structural modeling, and comparison with other 3C proteases indicated that the S1 pocket of HRV 3C-P was constituted by neutral and basic amino acids, in which His160 and Thr141 specifically interacted with Gln or Glu residues at the substrate P1 position. Additionally, the stringent S1' pocket determined its unique property of only accommodating residues without or with short side chains. Based on our characterization, LEVLFQ↓GM was identified as a more favorable substrate than the original LEVLFQ↓GP at high temperature, which might be caused by the conversion of random coils to β-turns in HRV 3C-P along with the temperature increase. Our studies prompted a further understanding of the substrate specificity and recognition mechanism of HRV 3C-P. Besides, the YESS-PSSC combined with the enzyme modeling strategy in this study provides a general strategy for deciphering the substrate specificities of proteases.
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Affiliation(s)
- Xian Fan
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences , Hubei University , Wuhan , 430062 , China
| | - Xinzhi Li
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences , Hubei University , Wuhan , 430062 , China
| | - Yu Zhou
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences , Hubei University , Wuhan , 430062 , China
| | - Meng Mei
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences , Hubei University , Wuhan , 430062 , China
| | - Pi Liu
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences , Tianjin 300308 , China
| | - Jing Zhao
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences , Hubei University , Wuhan , 430062 , China
| | - Wenfang Peng
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences , Hubei University , Wuhan , 430062 , China
| | - Zheng-Bing Jiang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences , Hubei University , Wuhan , 430062 , China
| | - Shihui Yang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences , Hubei University , Wuhan , 430062 , China
| | - Brent L Iverson
- Department of Chemistry , University of Texas , Austin , Texas 78712 , United States
| | - Guimin Zhang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences , Hubei University , Wuhan , 430062 , China
| | - Li Yi
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences , Hubei University , Wuhan , 430062 , China
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10
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Mei M, Li J, Wang S, Lee KB, Iverson BL, Zhang G, Ge X, Yi L. Prompting Fab Yeast Surface Display Efficiency by ER Retention and Molecular Chaperon Co-expression. Front Bioeng Biotechnol 2019; 7:362. [PMID: 32039168 PMCID: PMC6988814 DOI: 10.3389/fbioe.2019.00362] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Accepted: 11/12/2019] [Indexed: 12/15/2022] Open
Abstract
For antibody discovery and engineering, yeast surface display (YSD) of antigen-binding fragments (Fabs) and coupled fluorescence activated cell sorting (FACS) provide intact paratopic conformations and quantitative analysis at the monoclonal level, and thus holding great promises for numerous applications. Using anti-TNFα mAbs Infliximab, Adalimumab, and its variants as model Fabs, this study systematically characterized complementary approaches for the optimization of Fab YSD. Results suggested that by using divergent promoter GAL1-GAL10 and endoplasmic reticulum (ER) signal peptides for co-expression of light chain and heavy chain-Aga2 fusion, assembled Fabs were functionally displayed on yeast cell surface with sigmoidal binding responses toward TNFα. Co-expression of a Hsp70 family molecular chaperone Kar2p and/or protein-disulfide isomerase (Pdi1p) significantly improved efficiency of functional display (defined as the ratio of cells displaying functional Fab over cells displaying assembled Fab). Moreover, fusing ER retention sequences (ERSs) with light chain also enhanced Fab display quality at the expense of display quantity, and the degree of improvements was correlated with the strength of ERSs and was more significant for Infliximab than Adalimumab. The feasibility of affinity maturation was further demonstrated by isolating a high affinity Fab clone from 1:103 or 1:105 spiked libraries.
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Affiliation(s)
- Meng Mei
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan, China
| | - Junhong Li
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan, China
| | - Shengchen Wang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan, China
| | - Ki Baek Lee
- Department of Chemical and Environmental Engineering, University of California, Riverside, Riverside, CA, United States
| | - Brent L Iverson
- Department of Chemistry, University of Texas, Austin, TX, United States
| | - Guimin Zhang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan, China
| | - Xin Ge
- Department of Chemical and Environmental Engineering, University of California, Riverside, Riverside, CA, United States
| | - Li Yi
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan, China
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11
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Taft JM, Georgeon S, Allen C, Reckel S, DeSautelle J, Hantschel O, Georgiou G, Iverson BL. Rapid Screen for Tyrosine Kinase Inhibitor Resistance Mutations and Substrate Specificity. ACS Chem Biol 2019; 14:1888-1895. [PMID: 31339688 DOI: 10.1021/acschembio.9b00283] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
We present a rapid and high-throughput yeast and flow cytometry based method for predicting kinase inhibitor resistance mutations and determining kinase peptide substrate specificity. Despite the widespread success of targeted kinase inhibitors as cancer therapeutics, resistance mutations arising within the kinase domain of an oncogenic target present a major impediment to sustained treatment efficacy. Our method, which is based on the previously reported YESS system, recapitulated all validated BCR-ABL1 mutations leading to clinical resistance to the second-generation inhibitor dasatinib, in addition to identifying numerous other mutations which have been previously observed in patients, but not yet validated as drivers of resistance. Further, we were able to demonstrate that the newer inhibitor ponatinib is effective against the majority of known single resistance mutations, but ineffective at inhibiting many compound mutants. These results are consistent with preliminary clinical and in vitro reports, indicating that mutations providing resistance to ponatinib are significantly less common; therefore, predicting ponatinib will be less susceptible to clinical resistance relative to dasatinib. Using the same yeast-based method, but with random substrate libraries, we were able to identify consensus peptide substrate preferences for the SRC and LYN kinases. ABL1 lacked an obvious consensus sequence, so a machine learning algorithm utilizing amino acid covariances was developed which accurately predicts ABL1 kinase peptide substrates.
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Affiliation(s)
- Joseph M. Taft
- Department of Chemistry and Biochemistry, The University of Texas at Austin, 1 University Station, Austin, Texas 78712, United States
| | - Sandrine Georgeon
- Swiss Institute for Experimental Cancer Research (ISREC), School of Life Sciences, École polytechnique fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Chris Allen
- Department of Chemistry and Biochemistry, The University of Texas at Austin, 1 University Station, Austin, Texas 78712, United States
| | - Sina Reckel
- Swiss Institute for Experimental Cancer Research (ISREC), School of Life Sciences, École polytechnique fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Joseph DeSautelle
- Department of Chemistry and Biochemistry, The University of Texas at Austin, 1 University Station, Austin, Texas 78712, United States
| | - Oliver Hantschel
- Swiss Institute for Experimental Cancer Research (ISREC), School of Life Sciences, École polytechnique fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - George Georgiou
- Department of Chemical Engineering, The University of Texas at Austin, 1 University Station, Austin, Texas 78712, United States
| | - Brent L. Iverson
- Department of Chemistry and Biochemistry, The University of Texas at Austin, 1 University Station, Austin, Texas 78712, United States
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12
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Abstract
A variety of non-covalent interactions (including hydrogen bonding, ionic interactions, metal coordination and desolvation/solvation) have been utilized to organize oligomers into well-defined structures. Herein is described a survey of aromatic foldamers that capitalize on electrostatic complementarity of substituted aromatic units to drive folding and assembly in aqueous environments. A brief description of recent advances in the understanding of aromatic interactions is provided, followed by examples of foldamers that exploit interactions between aromatic units to drive their assembly in predictable fashion. The history of our aromatic foldamers is traced from the first structure designed to fold into a pleated structure in an aqueous environment to a heteroduplex system more related to nucleic acids. Taken together, the results demonstrate that electrostatic complementarity of aromatic units provides a versatile framework for driving predictable folding and assembly in aqueous environments.
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Affiliation(s)
- B A Ikkanda
- Department of Chemistry, The University of Texas at Austin, 105 E. 24th Street, STOP A5300, Austin, TX 78712, USA.
| | - B L Iverson
- Department of Chemistry, The University of Texas at Austin, 105 E. 24th Street, STOP A5300, Austin, TX 78712, USA.
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13
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Mei M, Zhai C, Li X, Zhou Y, Peng W, Ma L, Wang Q, Iverson BL, Zhang G, Yi L. Characterization of aromatic residue-controlled protein retention in the endoplasmic reticulum of Saccharomyces cerevisiae. J Biol Chem 2017; 292:20707-20719. [PMID: 29038295 DOI: 10.1074/jbc.m117.812107] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Revised: 10/11/2017] [Indexed: 01/05/2023] Open
Abstract
An endoplasmic reticulum (ER) retention sequence (ERS) is a characteristic short sequence that mediates protein retention in the ER of eukaryotic cells. However, little is known about the detailed molecular mechanism involved in ERS-mediated protein ER retention. Using a new surface display-based fluorescence technique that effectively quantifies ERS-promoted protein ER retention within Saccharomyces cerevisiae cells, we performed comprehensive ERS analyses. We found that the length, type of amino acid residue, and additional residues at positions -5 and -6 of the C-terminal HDEL motif all determined the retention of ERS in the yeast ER. Moreover, the biochemical results guided by structure simulation revealed that aromatic residues (Phe-54, Trp-56, and other aromatic residues facing the ER lumen) in both the ERS (at positions -6 and -4) and its receptor, Erd2, jointly determined their interaction with each other. Our studies also revealed that this aromatic residue interaction might lead to the discriminative recognition of HDEL or KDEL as ERS in yeast or human cells, respectively. Our findings expand the understanding of ERS-mediated residence of proteins in the ER and may guide future research into protein folding, modification, and translocation affected by ER retention.
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Affiliation(s)
- Meng Mei
- From the Hubei Collaborative Innovation Center for Green Transformation of Bioresources, Hubei Key Laboratory of Industrial Biotechnology, Hubei University, Wuhan 430062, China
| | - Chao Zhai
- From the Hubei Collaborative Innovation Center for Green Transformation of Bioresources, Hubei Key Laboratory of Industrial Biotechnology, Hubei University, Wuhan 430062, China
| | - Xinzhi Li
- From the Hubei Collaborative Innovation Center for Green Transformation of Bioresources, Hubei Key Laboratory of Industrial Biotechnology, Hubei University, Wuhan 430062, China
| | - Yu Zhou
- From the Hubei Collaborative Innovation Center for Green Transformation of Bioresources, Hubei Key Laboratory of Industrial Biotechnology, Hubei University, Wuhan 430062, China
| | - Wenfang Peng
- From the Hubei Collaborative Innovation Center for Green Transformation of Bioresources, Hubei Key Laboratory of Industrial Biotechnology, Hubei University, Wuhan 430062, China
| | - Lixin Ma
- From the Hubei Collaborative Innovation Center for Green Transformation of Bioresources, Hubei Key Laboratory of Industrial Biotechnology, Hubei University, Wuhan 430062, China
| | - Qinhong Wang
- the Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China, and
| | - Brent L Iverson
- the Department of Chemistry, University of Texas, Austin, Texas 78712
| | - Guimin Zhang
- From the Hubei Collaborative Innovation Center for Green Transformation of Bioresources, Hubei Key Laboratory of Industrial Biotechnology, Hubei University, Wuhan 430062, China,
| | - Li Yi
- From the Hubei Collaborative Innovation Center for Green Transformation of Bioresources, Hubei Key Laboratory of Industrial Biotechnology, Hubei University, Wuhan 430062, China,
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14
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Li Q, Yi L, Hoi KH, Marek P, Georgiou G, Iverson BL. Profiling Protease Specificity: Combining Yeast ER Sequestration Screening (YESS) with Next Generation Sequencing. ACS Chem Biol 2017; 12:510-518. [PMID: 27977123 DOI: 10.1021/acschembio.6b00547] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
An enzyme engineering technology involving yeast endoplasmic reticulum (ER) sequestration screening (YESS) has been recently developed. Here, a new method is established, in which the YESS platform is combined with NextGen sequencing (NGS) to enable a comprehensive survey of protease specificity. In this approach, a combinatorial substrate library is targeted to the yeast ER and transported through the secretory pathway, interacting with any protease(s) residing in the ER. Multicolor FACS screening is used to isolate cells labeled with fluorophore-conjugated antibodies, followed by NGS to profile the cleaved substrates. The YESS-NGS method was successfully applied to profile the sequence specificity of the wild-type and an engineered variant of the tobacco etch mosaic virus protease. Proteolysis in the yeast secretory pathway was also mapped for the first time in vivo revealing a major cleavage pattern of Ali/Leu-X-Lys/Arg-Arg. Here Ali is any small aliphatic residue, but especially Leu. This pattern was verified to be due to the well-known endogenous protease Kex2 after comparison to a newly generated Kex2 knockout strain as well as cleavage of peptides with recombinant Kex2 in vitro. This information is particularly important for those using yeast display technology, as library members with Ali/Leu-X-Lys/Arg-Arg patterns are likely being removed from screens via Kex2 cleavage without the researcher's knowledge.
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Affiliation(s)
- Qing Li
- Department of Chemistry, ‡Department of Biomedical
Engineering, §Department of Chemical Engineering, and ∥Section of Molecular Genetics and
Microbiology, University of Texas, Austin, Texas 78712, United States
| | - Li Yi
- Department of Chemistry, ‡Department of Biomedical
Engineering, §Department of Chemical Engineering, and ∥Section of Molecular Genetics and
Microbiology, University of Texas, Austin, Texas 78712, United States
| | - Kam Hon Hoi
- Department of Chemistry, ‡Department of Biomedical
Engineering, §Department of Chemical Engineering, and ∥Section of Molecular Genetics and
Microbiology, University of Texas, Austin, Texas 78712, United States
| | - Peter Marek
- Department of Chemistry, ‡Department of Biomedical
Engineering, §Department of Chemical Engineering, and ∥Section of Molecular Genetics and
Microbiology, University of Texas, Austin, Texas 78712, United States
| | - George Georgiou
- Department of Chemistry, ‡Department of Biomedical
Engineering, §Department of Chemical Engineering, and ∥Section of Molecular Genetics and
Microbiology, University of Texas, Austin, Texas 78712, United States
| | - Brent L. Iverson
- Department of Chemistry, ‡Department of Biomedical
Engineering, §Department of Chemical Engineering, and ∥Section of Molecular Genetics and
Microbiology, University of Texas, Austin, Texas 78712, United States
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15
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Yi L, Taft JM, Li Q, Gebhard MC, Georgiou G, Iverson BL. Yeast Endoplasmic Reticulum Sequestration Screening for the Engineering of Proteases from Libraries Expressed in Yeast. Methods Mol Biol 2015; 1319:81-93. [PMID: 26060071 DOI: 10.1007/978-1-4939-2748-7_5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
There is significant interest in engineering proteases with desired proteolytic properties. We describe a high-throughput fluorescence-activated cell sorting (FACS) assay for detecting altered proteolytic activity of protease in yeast, at the single cell level. This assay relies on coupling yeast endoplasmic reticulum (ER) retention, yeast surface display, and FACS analysis. The method described here allows facile screening of large libraries, and of either protease or substrate variants, including the screening of protease libraries against substrate libraries. We demonstrate the application of this technique in the screening of libraries of Tobacco Etch Virus protease (TEV-P) for altered proteolytic activities. In addition, the generality of this method is also validated by other proteases such as human granzyme K and the hepatitis C virus protease, and the human Abelson tyrosine kinase.
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Affiliation(s)
- Li Yi
- Department of Chemistry and Biochemistry, University of Texas at Austin, Austin, TX, 78712, USA,
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16
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Abstract
Two novel DNA base surrogate phosphoramidites 1 and 2, based upon relatively electron-rich 1,5-dialkoxynaphthalene (DAN) and relatively electron-deficient 1,4,5,8-naphthalenetetracarboxylic diimide (NDI), respectively, were designed, synthesized, and incorporated into DNA oligonucleotide strands. The DAN and NDI artificial DNA bases were inserted within a three-base-pair region within the interior of a 12-mer oligonucleotide duplex in various sequential arrangements and investigated with CD spectroscopy and UV melting curve analysis. The CD spectra of the modified duplexes indicated B-form DNA topology. Melting curve analyses revealed trends in DNA duplex stability that correlate with the known association of DAN and NDI moieties in aqueous solution as well as the known favorable interactions between NDI and natural DNA base pairs. This demonstrates that DNA duplex stability and specificity can be driven by the electrostatic complementarity between DAN and NDI. In the most favorable case, an NDI-DAN-NDI arrangement in the middle of the DNA duplex was found to be approximately as stabilizing as three A-T base pairs.
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Affiliation(s)
- Brian A Ikkanda
- Department of Chemistry, The University of Texas at Austin , Austin, Texas 78712, United States
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17
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Peebles C, Alvey PM, Lynch V, Iverson BL. Time-Dependent Solid State Polymorphism of a Series of Donor-Acceptor Dyads. Cryst Growth Des 2014; 14:290-299. [PMID: 24678269 PMCID: PMC3963176 DOI: 10.1021/cg401522v] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
In order to exploit the use of favorable electrostatic interactions between aromatic units in directing the assembly of donor-acceptor (D-A) dyads, the present work examines the ability of conjugated aromatic D-A dyads with symmetric side chains to exhibit solid-state polymorphism as a function of time during the solid formation process. Four such dyads were synthesized and their packing in the solid-state from either slower (10-20 days) or faster (1-2 days) evaporation from solvent was investigated using single crystal X-ray analysis and powder X-ray diffraction. Two of the dyads exhibited tail-to-tail (A-A) packing upon slower evaporation from solvent and head-to-tail (D-A) packing upon faster evaporation from solvent. A combination of single crystal analysis and XRD patterns were used to create models wherein a packing model for the other two dyads is proposed. Our findings suggest that while side chain interactions in asymmetric aromatic dyads can play an important role in enforcing segregated D-A dyad assembly, slowly evaporating symmetrically substituted aromatic dyads allows for favorable electrostatic interactions between the aromatic moieties to facilitate the organization of the dyads in the solid-state.
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Affiliation(s)
| | | | | | - Brent L. Iverson
- Correspondence should be addressed to Dr. Brent L. Iverson. ; Office phone: 512-471-5053
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18
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Abstract
The development of small molecules that bind DNA sequence specifically has the potential to modulate gene expression in a general way. One mode of DNA binding is intercalation, or the insertion of molecules between DNA base pairs. We have developed a modular polyintercalation system in which intercalating naphthalene diimide (NDI) units are connected by flexible linkers that alternate between the minor and major grooves of DNA when bound. We recently reported a threading tetraintercalator with a dissociation half-life of 16 days, the longest reported to date, from its preferred 14 bp binding site. Herein, three new tetraintercalator derivatives were synthesized with one, two, and three additional methylene units in the central major groove-binding linker. These molecules displayed dissociation half-lives of 57, 27, and 18 days, respectively, from the 14 bp site. The optimal major groove-binding linker was used in the design of an NDI hexaintercalator that was analyzed by gel-shift assays, DNase I footprinting, and UV-vis spectroscopy. The hexaintercalator bound its entire 22 bp binding site, the longest reported specific binding site for a synthetic, non-nucleic acid-based DNA binding molecule, but with a significantly faster dissociation rate compared to the tetraintercalators.
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Affiliation(s)
- Amy Rhoden Smith
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712, USA
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19
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Peebles C, Piland R, Iverson BL. More than meets the eye: conformational switching of a stacked dialkoxynaphthalene-naphthalenetetracarboxylic diimide (DAN-NDI) foldamer to an NDI-NDI fibril aggregate. Chemistry 2013; 19:11598-602. [PMID: 23853102 DOI: 10.1002/chem.201302009] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2013] [Indexed: 01/27/2023]
Abstract
The thermally induced conformational switching of a stacked dialkxoynaphthalene-naphthalenetetracarboxylic diimide (DAN-NDI) amphiphilic foldamer to an NDI-NDI fibril aggregate is described. The aggregated fibril structures were explored by UV/Vis, circular dichroism (CD), atomic-force microscopy (AFM), and TEM techniques. Our findings indicate that the aromatic DAN-NDI interactions of the original foldamer undergoes transformation to a fibrillar assembly with aromatic NDI-NDI stacked interactions. These structural insights could help inform new molecular designs and increase our understanding of fibrillar assembly and aggregation process in aqueous solution.
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Affiliation(s)
- Cameron Peebles
- Department of Chemistry & Biochemistry, The University of Austin at Texas, Welch Hall 2.204, 105 E. 24th Str. STOP A5300, Austin, TX 78712, USA
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20
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Alvey PM, Ono RJ, Bielawski CW, Iverson BL. Conjugated NDI–Donor Polymers: Exploration of Donor Size and Electrostatic Complementarity. Macromolecules 2013. [DOI: 10.1021/ma302340u] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Paul M. Alvey
- Department
of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712,
United States
| | - Robert J. Ono
- Department
of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712,
United States
| | - Christopher W. Bielawski
- Department
of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712,
United States
| | - Brent L. Iverson
- Department
of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712,
United States
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21
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Abstract
This review presents a brief overview of the general categories of commercially used proteases, and critically surveys the successful strategies currently being used to improve the properties of proteases for various commercial purposes. We describe the broad application of proteases in laundry detergents, food processing, and the leather industry. The review also introduces the expanding development of proteases as a class of therapeutic agents, as well as highlighting recent progress in the field of protease engineering. The potential commercial applications of proteases are rapidly growing as recent technological advances are producing proteases with novel properties and substrate specificities.
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Affiliation(s)
- Qing Li
- Department of Chemistry, University of Texas, Austin, TX 78712, USA
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22
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Abstract
Small molecules that bind DNA in a sequence-specific manner could act as antibiotic, antiviral, or anticancer agents because of their potential ability to manipulate gene expression. Our laboratory has developed threading polyintercalators based on 1,4,5,8-naphthalene diimide (NDI) units connected in a head-to-tail fashion by flexible peptide linkers. Previously, a threading tetraintercalator composed of alternating minor-major-minor groove-binding modules was shown to bind specifically to a 14 bp DNA sequence with a dissociation half-life of 16 days [Holman, G. G., et al. (2011) Nat. Chem. 3, 875-881]. Herein are described new NDI-based tetraintercalators with a different major groove-binding module and a reversed N to C directionality of one of the minor groove-binding modules. DNase I footprinting and kinetic analyses revealed that these new tetraintercalators are able to discriminate, by as much as 30-fold, 14 bp DNA binding sites that differ by 1 or 2 bp. Relative affinities were found to correlate strongly with dissociation rates, while overall C(2) symmetry in the DNA-binding molecule appeared to contribute to enhanced association rates.
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Affiliation(s)
- Amy Rhoden Smith
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712, United States
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23
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Alvey PM, Iverson BL. Reactions of Brominated Naphthalene Diimide with Bis(tributylstannyl)acetylene: A Simple Approach for Conjugated Polymers and Versatile Coupling Intermediates. Org Lett 2012; 14:2706-9. [DOI: 10.1021/ol3008952] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Paul M. Alvey
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Texas 78712, United States
| | - Brent L. Iverson
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Texas 78712, United States
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24
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Yoo TH, Pogson M, Iverson BL, Georgiou G. Directed evolution of highly selective proteases by using a novel FACS-based screen that capitalizes on the p53 regulator MDM2. Chembiochem 2012; 13:649-53. [PMID: 22334509 DOI: 10.1002/cbic.201100718] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2011] [Indexed: 11/10/2022]
Affiliation(s)
- Tae Hyeon Yoo
- Department of Molecular Science and Technology, Division of Applied Chemistry and Biological Engineering, Ajou University, Suwon 443-749, South Korea
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25
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26
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Holman GG, Zewail-Foote M, Smith AR, Johnson KA, Iverson BL. A sequence-specific threading tetra-intercalator with an extremely slow dissociation rate constant. Nat Chem 2011; 3:875-81. [PMID: 22024884 PMCID: PMC3209807 DOI: 10.1038/nchem.1151] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2011] [Accepted: 08/17/2011] [Indexed: 12/02/2022]
Abstract
A long-lived and sequence specific ligand-DNA complex would make possible the modulation of biological processes for extended periods. We have been investigating the threading polyintercalation approach to DNA recognition in which chains of aromatic units thread back and forth repeatedly through the double helix. Here we report the preliminary sequence specificity and detailed kinetic analysis of a structurally characterized threading tetraintercalator. Specific binding on a relatively long DNA strand was observed, strongly favoring a predicted 14-base pair sequence. Kinetic studies revealed a multi-step association process and specificity was found to derive primarily from large differences in dissociation rates. Importantly, the rate-limiting dissociation rate constant of the tetraintercalator complex dissociating from its preferred binding site was extremely slow, corresponding to a 16 day half-life, making it one of the longer non-covalent complex half-lives yet measured, and, to the best of our knowledge, the longest for a DNA binding molecule.
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Affiliation(s)
- Garen G Holman
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712, USA
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27
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Veeravalli K, Boyd D, Iverson BL, Beckwith J, Georgiou G. Laboratory evolution of glutathione biosynthesis reveals natural compensatory pathways. Nat Chem Biol 2010; 7:101-5. [PMID: 21186348 DOI: 10.1038/nchembio.499] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2010] [Accepted: 10/22/2010] [Indexed: 11/09/2022]
Abstract
The first and highly conserved step in glutathione (GSH) biosynthesis is formation of γ-glutamyl cysteine by the enzyme glutamate-cysteine ligase (GshA). However, bioinformatic analysis revealed that many prokaryotic species that encode GSH-dependent proteins lack the gene for this enzyme. To understand how bacteria cope without gshA, we isolated Escherichia coli ΔgshA multigenic suppressors that accumulated physiological levels of GSH. Mutations in both proB and proA, the first two genes in L-proline biosynthesis, provided a new pathway for γ-glutamyl cysteine formation via the selective interception of ProB-bound γ-glutamyl phosphate by amino acid thiols, likely through an S-to-N acyl shift mechanism. Bioinformatic analysis suggested that the L-proline biosynthetic pathway may have a second role in γ-glutamyl cysteine formation in prokaryotes. Also, we showed that this mechanism could be exploited to generate cytoplasmic redox buffers bioorthogonal to GSH.
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Affiliation(s)
- Karthik Veeravalli
- Department of Chemical Engineering, University of Texas at Austin, Austin, Texas, USA
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28
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Abstract
Molar mixtures (1:1) of electron-rich dialkoxynapthalene (Dan) and electron-deficient 1,4,5,8-napthalenetetracarboxylic diimide (Ndi) derivatives form highly tunable, columnar mesophases with a dark red color due to a charge transfer absorbance derived from alternating face-centered stacking. Certain Dan-Ndi mixtures undergo a dramatic color change from dark red to an almost colorless material upon crystallizing from the mesophase. Macroscopic morphology of the solid is not changed during this process. In order to investigate the origins of this interesting thermochromic behavior, Dan and Ndi side chains were systematically altered and their 1:1 mixtures were studied. We have previously speculated that the presence or absence of steric interactions due to side chain branching on the aromatic units controlled the level of color change associated with crystallization. Results from the present study further refine this conclusion including a key crystal structure that provides a structural rationale for the observed results.
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Affiliation(s)
- Paul M Alvey
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Texas 78712, United States
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29
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Stone EM, Glazer ES, Chantranupong L, Cherukuri P, Breece RM, Tierney DL, Curley SA, Iverson BL, Georgiou G. Replacing Mn2+ with Co2+ in Human Arginase I Enhances Cytotoxicity toward l-Arginine Auxotrophic Cancer Cell Lines. ACS Chem Biol 2010. [DOI: 10.1021/cb1001813] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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30
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Varadarajan N, Pogson M, Georgiou G, Iverson BL. Proteases that can distinguish among different post-translational forms of tyrosine engineered using multicolor flow cytometry. J Am Chem Soc 2010; 131:18186-90. [PMID: 19924991 DOI: 10.1021/ja907803k] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We report the isolation of a highly active (k(cat)/K(M) approximately 10(5) M(-1)s(-1)) variant of the E. coli endopeptidase OmpT that selectively hydrolyzes peptides after 3-nitrotyrosine while effectively discriminating against similar peptides containing unmodified tyrosine (160-fold), sulfotyrosine (3600-fold), phosphotyrosine (>8000-fold), and phosphoserine (>8000-fold). The isolation of endopeptidase variants that can discriminate between substrates based on the post-translational modification of Tyr was made possible by implementing a multicolor flow cytometric assay for the screening of large mutant libraries. For the multicolor assay, a desired selection substrate was used simultaneously with multiple counterselection fluorescent substrates to isolate rare enzyme variants that displayed finely tuned substrate specificity. This work demonstrates that enzymes with exquisite selectivity can be isolated from large libraries using appropriate high throughput screening approaches and constitutes a critical step toward the production of a 3-nitrotyrosine-specific protease useful for proteomic applications.
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Affiliation(s)
- Navin Varadarajan
- Department of Chemical Engineering, University of Texas at Austin, Austin, Texas 78712, USA
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31
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Stone EM, Glazer ES, Chantranupong L, Cherukuri P, Breece RM, Tierney DL, Curley SA, Iverson BL, Georgiou G. Replacing Mn(2+) with Co(2+) in human arginase i enhances cytotoxicity toward l-arginine auxotrophic cancer cell lines. ACS Chem Biol 2010; 5:333-42. [PMID: 20050660 DOI: 10.1021/cb900267j] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Replacing the two Mn(2+) ions normally present in human Arginase I with Co(2+) resulted in a significantly lowered K(M) value without a concomitant reduction in k(cat). In addition, the pH dependence of the reaction was shifted from a pK(a) of 8.5 to a pK(a) of 7.5. The combination of these effects led to a 10-fold increase in overall catalytic activity (k(cat)/K(M)) at pH 7.4, close to the pH of human serum. Just as important for therapeutic applications, Co(2+) substitution lead to significantly increased serum stability of the enzyme. Our data can be explained by direct coordination of l-Arg to one of the Co(2+) ions during reaction, consistent with previously reported model studies. In vitro cytotoxicity experiments verified that the Co(2+)-substituted human Arg I displays an approximately 12- to 15-fold lower IC(50) value for the killing of human hepatocellular carcinoma and melanoma cell lines and thus constitutes a promising new candidate for the treatment of l-Arg auxotrophic tumors.
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Affiliation(s)
- Everett M. Stone
- Departments of Chemical Engineering, Biomedical Engineering, Molecular Genetics and Microbiology
| | - Evan S. Glazer
- Department of Surgical Oncology, University of Texas, M. D. Anderson Cancer Center, Houston, Texas 77030
| | - Lynne Chantranupong
- Departments of Chemical Engineering, Biomedical Engineering, Molecular Genetics and Microbiology
| | - Paul Cherukuri
- Department of Surgical Oncology, University of Texas, M. D. Anderson Cancer Center, Houston, Texas 77030
| | - Robert M. Breece
- Department of Chemistry and Biochemistry, Miami University, Oxford, Ohio 45056
| | - David L. Tierney
- Department of Chemistry and Biochemistry, Miami University, Oxford, Ohio 45056
| | - Steven A. Curley
- Department of Surgical Oncology, University of Texas, M. D. Anderson Cancer Center, Houston, Texas 77030
| | - Brent L. Iverson
- Institute for Cell and Institute for Molecular and Cell Biology
- Department of Chemistry and Biochemistry, University of Texas, Austin, Texas 78712
| | - George Georgiou
- Departments of Chemical Engineering, Biomedical Engineering, Molecular Genetics and Microbiology
- Institute for Cell and Institute for Molecular and Cell Biology
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32
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Seo MJ, Jeong KJ, Leysath CE, Ellington AD, Iverson BL, Georgiou G. Engineering antibody fragments to fold in the absence of disulfide bonds. Protein Sci 2009; 18:259-67. [PMID: 19177559 DOI: 10.1002/pro.31] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Disulfide bonds play a critical role in the stabilization of the immunoglobulin beta-sandwich sandwich. Under reducing conditions, such as those that prevail in the cytoplasm, disulfide bonds do not normally form and as a result most antibodies expressed in that compartment (intrabodies) accumulate in a misfolded and inactive state. We have developed a simple method for the quantitative isolation of antibody fragments that retain full activity under reducing conditions from large mutant libraries. In E. coli, inactivation of the cysteine oxidoreductase DsbA abolishes protein oxidation in the periplasm, which leads to the accumulation of scFvs and other disulfide-containing proteins in a reduced form. Libraries of mutant scFvs were tethered onto the inner membrane of dsbA cells and mutants that could bind fluorescently labeled antigen in the reducing periplasm were screened by Anchored Periplasmic Expression (APEx; Harvey et al., Proc Natl Acad Sci USA 2004;101:9193-9198.). Using this approach, we isolated scFv antibody variants that are fully active when expressed in the cytoplasm or when the four Cys residues that normally form disulfides are substituted by Ser residues.
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Affiliation(s)
- Min Jeong Seo
- Department of Chemical Engineering, University of Texas, Austin, 78712, USA
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33
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Abstract
The engineering of novel and precise sequence specificity into proteases will provide an important route to the development of exciting new tools for analytical, biotechnological, and therapeutic applications. Significant progress has been made in reprogramming protease specificity, largely because of the development of high-throughput assay technologies allowing the isolation of protease variants from large libraries. For example, using directed evolution as well as other approaches, proteases have been reprogrammed to cleave substrates containing a variety of amino acids in the P1 and P1' positions including a post-translationally modified tyrosine, a specificity not yet identified in any naturally occurring protease. Together, these recent advances represent substantial progress that could soon enable the widespread application of engineered proteases.
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Affiliation(s)
- Mark Pogson
- Institute for Cellular and Molecular Biology
| | - George Georgiou
- Institute for Cellular and Molecular Biology
- Dept. of Chemical Engineering
- Dept. of Biomedical Engineering
| | - Brent L. Iverson
- Institute for Cellular and Molecular Biology
- Dept. of Chemistry & Biochemistry
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34
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Abstract
Targeting double-stranded DNA with small molecules remains an active area of basic research. Herein is described a cyclic DNA bisintercalator that is based on two naphthalene diimide (NDI) intercalating units tethered by one linking element specific for binding in the minor groove and the other linking element specific for binding in the major groove. DNase I footprinting revealed a strong preference for binding the sequence 5'-GGTACC-3'. NMR structural studies of the complex with d(CGGTACCG)(2) verified a pseudocatenane structure in which the NDI units reside four base pairs apart, with one linker segment located in the minor groove and the other in the major groove consistent with the linker designs. To the best of our knowledge, this is the first structurally well-characterized pseudocatenane complex between a sequence specific cyclic bisintercalator and intact DNA.
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Affiliation(s)
- Yongjun Chu
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712, USA
| | - David W. Hoffman
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712, USA
| | - Brent L. Iverson
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712, USA
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35
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Mazor Y, Van Blarcom T, Iverson BL, Georgiou G. Isolation of full-length IgG antibodies from combinatorial libraries expressed in Escherichia coli. Methods Mol Biol 2009; 525:217-xiv. [PMID: 19252859 DOI: 10.1007/978-1-59745-554-1_11] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
We have developed a technology for the facile isolation of full-length IgG antibodies with desired specificity from combinatorial libraries expressed in Escherichia coli. Full-length heavy and light chains are expressed from a bicistronic operon and are secreted into the periplasm where they assemble into aglycosylated IgGs that are fully functional for antigen binding. Expression of an inner membrane-tethered Fc-binding protein is used to capture the IgG molecules and anchor them to the cell. Following outer membrane disruption, clones expressing IgGs that specifically recognize fluorescently labeled antigen are selected by flow cytometry. This technique was used for the isolation of several IgGs with nanomolar affinities toward the protective antigen of Bacillus anthracis from immune libraries. High-throughput isolation of E. coli-derived full-length IgG can greatly expedite the discovery and production of antibodies for therapeutic and diagnostic applications.
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36
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Affiliation(s)
- Navin Varadarajan
- Department of Chemical Engineering, University of Texas, Austin, TX 78712, USA.
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37
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Mazor Y, Van Blarcom T, Iverson BL, Georgiou G. E-clonal antibodies: selection of full-length IgG antibodies using bacterial periplasmic display. Nat Protoc 2008; 3:1766-77. [DOI: 10.1038/nprot.2008.176] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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38
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Li HX, Hwang BY, Laxmikanthan G, Blaber SI, Blaber M, Golubkov PA, Ren P, Iverson BL, Georgiou G. Substrate specificity of human kallikreins 1 and 6 determined by phage display. Protein Sci 2008; 17:664-72. [PMID: 18359858 PMCID: PMC2271166 DOI: 10.1110/ps.073333208] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2007] [Revised: 01/11/2008] [Accepted: 01/12/2008] [Indexed: 10/22/2022]
Abstract
The human tissue kallikrein (KLK) family contains 15 secreted serine proteases that are expressed in a wide range of tissues and have been implicated in different physiological functions and disease states. Of these, KLK1 has been shown to be involved in the regulation of multiple physiological processes such as blood pressure, smooth muscle contraction, and vascular cell growth. KLK6 is overexpressed in breast and ovarian cancer tissues and has been shown to cleave peptide derived from human myelin protein and Abeta amyloid peptide in vitro. Here we analyzed the substrate specificity of KLK1 and KLK6, by substrate phage display using a random octapeptide library. Consistent with earlier biochemical data, KLK1 was shown to exhibit both trypsin- and chymotrypsin-like selectivities with Tyr/Arg preferred at site P1, Ser/Arg strongly preferred at P1', and Phe/Leu at P2. KLK6 displayed trypsin-like activity, with the P1 position occupied only by Arg and a strong preference for Ser in P1'. Docking simulations of consensus peptide provide information on the identity of the enzyme residues that are responsible for substrate binding. Bioinformatic analysis suggested several putative KLK6 protein substrates, such as ionotropic glutamate receptor (GluR) and synphilin.
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Affiliation(s)
- Hai-Xin Li
- Institute for Cellular and Molecular Biology, University of Texas, Austin, Texas 78712, USA
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39
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Affiliation(s)
- Valerie J. Bradford
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Texas 78712
| | - Brent L. Iverson
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Texas 78712
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40
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Iverson BL, Iverson SA, Cameron KE, Jahangiri GK, Pasternak DS, Lerner RA. Tritylase antibodies. Ciba Found Symp 2007; 159:227-33; discussion 234-5. [PMID: 1959450 DOI: 10.1002/9780470514108.ch16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
We have used a tris(4-methoxyphenyl)-phosphonium compound as a hapten to elicit catalytic antibodies that selectively remove trityl protecting groups at neutral pH. One antibody, 37C4, was characterized kinetically with a number of trityl substrates. The rate enhancement was consistently near 200; the Km was approximately 30 microM for the methoxytrityl substrates. Compounds with no methoxy substituents on the trityl group were not hydrolysed by the antibody. No decrease in the rate of reaction was detected through 21 turnovers, which suggests that the presumptive trityl cation formed during the cleavage reaction does not alkylate the antibody binding pocket. The rates of the background and antibody-catalysed reactions both increase logarithmically with decreasing pH, implying that general acid catalysis is not involved: further studies will test this assumption. The favoured mechanism for the catalytic activity of antibody 37C4 is charge complementarity in the binding site stabilizing a positively charged intermediate(s) in the cleavage reaction. The coding sequence for 37C4 is being cloned into a phage lambda vector in preparation for site-directed mutagenesis to improve the catalytic efficiency of the antibody.
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Affiliation(s)
- B L Iverson
- Department of Molecular Biology and Chemistry, Research Institute of Scripps Clinic, La Jolla, CA 92037
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41
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Reczek JJ, Villazor KR, Lynch V, Swager TM, Iverson BL. Tunable columnar mesophases utilizing C2 symmetric aromatic donor-acceptor complexes. J Am Chem Soc 2007; 128:7995-8002. [PMID: 16771514 DOI: 10.1021/ja061649s] [Citation(s) in RCA: 103] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Derivatives of relatively electron rich 1,5-dialkoxynaphthalene (Dan) donors and relatively electron deficient 1,4,5,8-naphthalenetetracarboxylic diimide (Ndi) acceptors have been exploited in the folding and self-assembly of a variety of complex molecular systems in solution. Here, we report the use of Dan and Ndi derivatives to direct assembly of extended columns with alternating face-centered stacked structure in the solid state. A variety of 1:1 Dan:Ndi mixtures produced mesophases that were found to be stable over temperature ranges extending up to 110 degrees C. Analysis of these mesophases indicates mixtures with soft/plastic crystal phases and a few mixtures with the thermodynamic properties of true liquid crystals, all composed of alternating donor-acceptor columns within. Importantly, a correspondence was found between the clearing and crystallization points of the mesophase mixtures and the melting/clearing points of the component Ndi and Dan units, respectively. This correspondence enables the predictable tuning of mesophase phase transition temperatures. The study of sterically hindered derivatives led to a set of mixtures in which a dramatic and sudden color change (deep red to yellow) was observed upon crystallization of the mesophase due to a phase separation of the component donor and acceptor units.
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Affiliation(s)
- Joseph J Reczek
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Texas 78712, USA
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42
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Jung ST, Jeong KJ, Iverson BL, Georgiou G. Binding and enrichment ofEscherichia coli spheroplasts expressing inner membrane tethered scFv antibodies on surface immobilized antigens. Biotechnol Bioeng 2007; 98:39-47. [PMID: 17657772 DOI: 10.1002/bit.21405] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Anchored periplasmic expression (APEx) is a new method for the isolation of high affinity ligand-binding proteins from large combinatorial libraries (Harvey et al., 2004, Proc Natl Acad Sci USA 101(25): 9193-9198). In APEx, proteins are expressed as fusions to a membrane anchor that tethers them onto the periplasmic side of the Escherichia coli inner membrane. Conversion of the cells into spheroplasts and incubation with soluble fluorescently conjugated ligands results in the specific labeling of cells expressing ligand-binding proteins and their subsequent isolation by flow cytometry. Here we show that scFv antibody fragments expressed in the APEx format allow the binding of spheroplasts to immobilized ligands. ScFv antibodies specific for the cardiac glycoside digoxin or for the protective antigen (PA) of Bacillus anthracis as a negative control were expressed in E. coli as fusions to either N-terminal or C-terminal membrane anchoring domains. Only the C-terminally anchored fusions resulted in specific recognition and binding of spheroplasts onto TentaGel beads with immobilized antigen. Following three rounds of flow cytometric screening, spheroplasts expressing anti-digoxin scFvs were enriched 950-fold from a large excess (1,000 x) of spheroplasts expressing anti-PA antibodies. These results indicate that the APEx technology may be employed for the screening of libraries based on binding to insoluble antigens possibly including antigens on cell surfaces.
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Affiliation(s)
- Sang Taek Jung
- Department of Chemical Engineering, University of Texas, Austin, Texas 78712, USA
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43
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Jeong KJ, Seo MJ, Iverson BL, Georgiou G. APEx 2-hybrid, a quantitative protein-protein interaction assay for antibody discovery and engineering. Proc Natl Acad Sci U S A 2007; 104:8247-52. [PMID: 17494738 PMCID: PMC1895937 DOI: 10.1073/pnas.0702650104] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We have developed a bacterial system for the discovery of interacting proteins that, unlike other two-hybrid technologies, allows for the selection of protein pairs on the basis of affinity or expression. This technology relies on the anchored periplasmic expression (APEx) of one protein (bait) on the periplasmic side of the inner membrane of Escherichia coli and its interacting partner (prey) as a soluble, epitope-tagged, periplasmic protein. Upon removal of the outer membrane by spheroplasting, periplasmic proteins, including any unbound epitope-tagged prey, are released into the extracellular fluid. However, if the epitope-tagged prey can bind to the membrane-anchored bait, it remains associated with the cell and can be detected quantitatively by using fluorescent anti-epitope tag antibodies. Cells expressing prey:bait pairs exhibiting different affinities can be readily distinguished by flow cytometry. The utility of this technology, called APEx two-hybrid, was demonstrated in two demanding antibody engineering applications: First, single-chain variable fragment (scFvs) with increased affinity to the protective antigen of Bacillus anthracis were isolated from cells coexpressing libraries of scFv random mutants, together with endogenously expressed antigen. Second, APEx two-hybrid coupled with multicolor FACS analysis to account for protein expression was used for the selection of mutant Fab antibody fragments exhibiting improved expression in the bacterial periplasm.
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Affiliation(s)
- Ki Jun Jeong
- Departments of *Chemical Engineering
- Institute for Cellular and Molecular Biology, and
| | - Min Jeong Seo
- Departments of *Chemical Engineering
- Institute for Cellular and Molecular Biology, and
| | | | - George Georgiou
- Departments of *Chemical Engineering
- Biomedical Engineering
- Section of Molecular Genetics and Microbiology, University of Texas, Austin, TX 78712
- To whom correspondence should be addressed. E-mail:
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44
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Mazor Y, Van Blarcom T, Mabry R, Iverson BL, Georgiou G. Isolation of engineered, full-length antibodies from libraries expressed in Escherichia coli. Nat Biotechnol 2007; 25:563-5. [PMID: 17435747 DOI: 10.1038/nbt1296] [Citation(s) in RCA: 132] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2007] [Accepted: 02/20/2007] [Indexed: 01/21/2023]
Abstract
We describe facile isolation of full-length IgG antibodies from combinatorial libraries expressed in E. coli. Full-length heavy and light chains are secreted into the periplasm, where they assemble into aglycosylated IgGs that are captured by an Fc-binding protein that is tethered to the inner membrane. After permeabilizing the outer membrane, spheroplast clones expressing so-called E-clonal antibodies, which specifically recognize fluorescently labeled antigen, are selected using flow cytometry. Screening of a library constructed from an immunized animal yielded several antibodies with nanomolar affinities toward the protective antigen of Bacillus anthracis.
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Affiliation(s)
- Yariv Mazor
- Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, Texas 78712, USA
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45
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Levy R, Molineux IJ, Iverson BL, Georgiou G. Isolation of trans-acting genes that enhance soluble expression of scFv antibodies in the E. coli cytoplasm by lambda phage display. J Immunol Methods 2007; 321:164-73. [PMID: 17328908 DOI: 10.1016/j.jim.2007.01.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2006] [Revised: 01/10/2007] [Accepted: 01/18/2007] [Indexed: 01/21/2023]
Abstract
Functional antibody fragments with native disulfide bonds can be expressed in Escherichia coli trxB gor mutant strains having an oxidizing cytoplasm that allows the formation of disulfide bonds. However, expression yields in the cytoplasm are generally lower than those obtained by secretion into the periplasm. We developed a novel methodology for the screening of genomic DNA fragments that enhance expression yields of scFvs in the cytoplasm of trxB gor cells by capitalizing on bacteriophage lambda display. The anti-digoxin 26.10 scFv was displayed on lambda as a fusion to the coat protein gpD. A genomic E. coli library was cloned into lambdagt11 downstream from the lac promoter and used to lysogenize cells transformed with a plasmid encoding the scFv-gpD fusion. Following induction of expression of the cloned gene fragments, phage was prepared and screened for improved functional display via panning against immobilized hapten. Phage exhibiting improved display was isolated after two rounds. One of the isolated clones, encoding the N-terminal domain of the alpha-subunit of RNA polymerase (alpha-NTD), was shown to increase the yield of scFv expressed in soluble form in the cytoplasm.
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Affiliation(s)
- Raphael Levy
- Institute for Cell and Molecular Biology, University of Texas, Austin, TX 78712-1064, USA
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46
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Mazzitelli CL, Chu Y, Reczek JJ, Iverson BL, Brodbelt JS. Screening of threading bis-intercalators binding to duplex DNA by electrospray ionization tandem mass spectrometry. J Am Soc Mass Spectrom 2007; 18:311-21. [PMID: 17098442 PMCID: PMC1853371 DOI: 10.1016/j.jasms.2006.09.021] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2006] [Revised: 09/21/2006] [Accepted: 09/26/2006] [Indexed: 05/11/2023]
Abstract
The DNA binding of novel threading bis-intercalators V1, trans-D1, and cis-C1, which contain two naphthalene diimide (NDI) intercalation units connected by a scaffold, was evaluated using electrospray ionization mass spectrometry (ESI-MS) and DNAse footprinting techniques. ESI-MS experiments confirmed that V1, the ligand containing the -Gly3-Lys- peptide scaffold, binds to a DNA duplex containing the 5'-GGTACC-3' specific binding site identified in previous NMR-based studies. The ligand formed complexes with a ligand/DNA binding stoichiometry of 1:1, even when there was excess ligand in solution. Trans-D1 and cis-C1 are new ligands containing a rigid spiro-tricyclic scaffold in the trans- and cis- orientations, respectively. Preliminary DNAse footprinting experiments identified possible specific binding sites of 5'-CAGTGA-5' for trans-D1 and 5'-GGTACC-3' for cis-C1. ESI-MS experiments revealed that both ligands bound to DNA duplexes containing the respective specific binding sequences, with cis-C1 exhibiting the most extensive binding based on a higher fraction of bound DNA value. Cis-C1 formed complexes with a dominant 1:1 binding stoichiometry, whereas trans-D1 was able to form 2:1 complexes at ligand/DNA molar ratios >or=1 which is suggestive of nonspecific binding. Collisional activated dissociation (CAD) experiments indicate that DNA complexes containing V1, trans-D1, and cis-C1 have a unique fragmentation pathway, which was also observed for complexes containing the commercially available bis-intercalator echinomycin, as a result of similar binding interactions, marked by intercalation in addition to hydrogen bonding by the scaffold with the DNA major or minor groove.
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Affiliation(s)
- Carolyn L Mazzitelli
- Department of Chemistry and Biochemistry, University of Texas at Austin, Austin, Texas 78712-0165, USA
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Abstract
NMR spectroscopy was used to explore the sequence-specific interaction of DNA with a new threading bisintercalator (C1) consisting of two intercalating 1,4,5,8-naphthalenetetracarboxylic diimide (NDI) units connected by a rigid, tricyclic spiro linker. A structural model of C1 complexed to d(CGGTACCG)(2) was calculated using distance constraints obtained from solution NMR data. The model was also supported by the results from residual dipolar coupling (RDC) measurements obtained using Pf1-phage as a cosolvent. According to the model, the central cyclohexane ring of the linker connecting the two NDI units lies flat in the minor groove of DNA. Linker length, hydrogen bonding, steric, and hydrophobic factors all appear to contribute to the observed sequence specificity of binding. These results serve to illustrate the versatility of threading polyintercalation given that, in a previous study, a ligand consisiting of two NDI units joined by a flexible peptide linker was shown to bind sequence specifically within the major groove of this same sequence of DNA.
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Affiliation(s)
- Yongjun Chu
- Department of Chemistry and Biochemistry, The University of Texas at Austin, Austin, Texas 78712, USA
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Griswold KE, Aiyappan NS, Iverson BL, Georgiou G. The Evolution of Catalytic Efficiency and Substrate Promiscuity in Human Theta Class 1-1 Glutathione Transferase. J Mol Biol 2006; 364:400-10. [PMID: 17011574 PMCID: PMC1995603 DOI: 10.1016/j.jmb.2006.09.012] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2006] [Revised: 08/31/2006] [Accepted: 09/01/2006] [Indexed: 11/29/2022]
Abstract
Theta class glutathione transferases (GST) from various species exhibit markedly different catalytic activities in conjugating the tripeptide glutathione (GSH) to a variety of electrophilic substrates. For example, the human theta 1-1 enzyme (hGSTT1-1) is 440-fold less efficient than the rat theta 2-2 enzyme (rGSTT2-2) with the fluorogenic substrate 7-amino-4-chloromethyl coumarin (CMAC). Large libraries of hGSTT1-1 constructed by error-prone PCR, DNA shuffling, or saturation mutagenesis were screened for improved catalytic activity towards CMAC in a quantitative fashion using flow cytometry. An iterative directed evolution approach employing random mutagenesis in conjunction with homologous recombination gave rise to enzymes exhibiting up to a 20,000-fold increase in k(cat)/K(M) compared to hGSTT1-1. All highly active clones encoded one or more mutations at residues 32, 176, or 234. Combinatorial saturation mutagenesis was used to evaluate the full complement of natural amino acids at these positions, and resulted in the isolation of enzymes with catalytic rates comparable to those exhibited by the fastest mutants obtained via directed evolution. The substrate selectivities of enzymes resulting from random mutagenesis, DNA shuffling, and combinatorial saturation mutagenesis were evaluated using a series of distinct electrophiles. The results revealed that promiscuous substrate activities arose in a stochastic manner, as they did not correlate with catalytic efficiency towards the CMAC selection substrate. In contrast, chimeric enzymes previously constructed by homology-independent recombination of hGSTT-1 and rGSTT2-2 exhibited very different substrate promiscuity profiles, and showed a more defined relationship between evolved and promiscuous activities.
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Affiliation(s)
- Karl E. Griswold
- Department of Chemical Engineering, University of Texas at Austin, Austin, TX 78712
| | - Nandini S. Aiyappan
- Department of Chemistry and Biochemistry, University of Texas at Austin, Austin, TX 78712
| | - Brent L. Iverson
- Department of Chemistry and Biochemistry, University of Texas at Austin, Austin, TX 78712
- Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, TX 78712
- ‡ To whom correspondence should be addressed: , Department of Chemistry and Biochemistry, WEL 5.320, University of Texas at Austin, Austin, TX 78712, Phone 512-471-5053, Fax 512-471-8615, , Department of Chemical Engineering, CPE 4.410, University of Texas at Austin, Austin, TX 78712, Phone 512-471-6975, Fax 512-471-7963
| | - George Georgiou
- Department of Chemical Engineering, University of Texas at Austin, Austin, TX 78712
- Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, TX 78712
- ‡ To whom correspondence should be addressed: , Department of Chemistry and Biochemistry, WEL 5.320, University of Texas at Austin, Austin, TX 78712, Phone 512-471-5053, Fax 512-471-8615, , Department of Chemical Engineering, CPE 4.410, University of Texas at Austin, Austin, TX 78712, Phone 512-471-6975, Fax 512-471-7963
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Hwang BY, Varadarajan N, Li H, Rodriguez S, Iverson BL, Georgiou G. Substrate specificity of the Escherichia coli outer membrane protease OmpP. J Bacteriol 2006; 189:522-30. [PMID: 17085556 PMCID: PMC1797397 DOI: 10.1128/jb.01493-06] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Escherichia coli OmpP is an F episome-encoded outer membrane protease that exhibits 71% amino acid sequence identity with OmpT. These two enzymes cleave substrate polypeptides primarily between pairs of basic amino acids. We found that, like OmpT, purified OmpP is active only in the presence of lipopolysaccharide. With optimal peptide substrates, OmpP exhibits high catalytic efficiency (k(cat)/K(m) = 3.0 x 10(6) M(-1)s(-1)). Analysis of the extended amino acid specificity of OmpP by substrate phage revealed that both Arg and Lys are strongly preferred at the P1 and P1' sites of the enzyme. In addition, Thr, Arg, or Ala is preferred at P2; Leu, Ala, or Glu is preferred at P4; and Arg is preferred at P3'. Notable differences in OmpP and OmpT specificities include the greater ability of OmpP to accept Lys at the P1 or P1', site as well as the prominence of Ser at P3 in OmpP substrates. Likewise, the OmpP P1 site could better accommodate Ser; as a result, OmpP was able to cleave a peptide substrate between Ser-Arg about 120 times more efficiently than was OmpT. Interestingly, OmpP and OmpT cleave peptides with three consecutive Arg residues at different sites, a difference in specificity that might be important in the inactivation of cationic antimicrobial peptides. Accordingly, we show that the presence of an F' episome results in increased resistance to the antimicrobial peptide protamine both in ompT mutants and in wild-type E. coli cells.
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Affiliation(s)
- Bum-Yeol Hwang
- Institute for Cellular and Molecular Biology, University of Texas, Austin, TX 78712, USA
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Sessler JL, Genge JW, Král V, Iverson BL. Separation of Mono-, Di-, and Triphosphate Nucleotides by Cytosine Substituted, Silica-Bound Sapphyrin Solid Supports. Supramol Chem 2006. [DOI: 10.1080/10610279608233967] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Jonathan L. Sessler
- a Department of Chemistry and Biochemistry , The University of Texas at Austin , Austin , Texas , 78712
| | - John W. Genge
- a Department of Chemistry and Biochemistry , The University of Texas at Austin , Austin , Texas , 78712
| | - Vladimir Král
- a Department of Chemistry and Biochemistry , The University of Texas at Austin , Austin , Texas , 78712
| | - Brent L. Iverson
- a Department of Chemistry and Biochemistry , The University of Texas at Austin , Austin , Texas , 78712
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