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Lambert AR, Hallinan JP, Werther R, Glöw D, Stoddard BL. Optimization of Protein Thermostability and Exploitation of Recognition Behavior to Engineer Altered Protein-DNA Recognition. Structure 2020; 28:760-775.e8. [PMID: 32359399 PMCID: PMC7347439 DOI: 10.1016/j.str.2020.04.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 03/17/2020] [Accepted: 04/11/2020] [Indexed: 01/07/2023]
Abstract
The redesign of a macromolecular binding interface and corresponding alteration of recognition specificity is a challenging endeavor that remains recalcitrant to computational approaches. This is particularly true for the redesign of DNA binding specificity, which is highly dependent upon bending, hydrogen bonds, electrostatic contacts, and the presence of solvent and counterions throughout the molecular interface. Thus, redesign of protein-DNA binding specificity generally requires iterative rounds of amino acid randomization coupled to selections. Here, we describe the importance of scaffold thermostability for protein engineering, coupled with a strategy that exploits the protein's specificity profile, to redesign the specificity of a pair of meganucleases toward three separate genomic targets. We determine and describe a series of changes in protein sequence, stability, structure, and activity that accumulate during the engineering process, culminating in fully retargeted endonucleases.
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Affiliation(s)
- Abigail R. Lambert
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N. Seattle WA 98109 USA
| | - Jazmine P. Hallinan
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N. Seattle WA 98109 USA
| | - Rachel Werther
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N. Seattle WA 98109 USA
| | - Dawid Glöw
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N. Seattle WA 98109 USA,Laboratory of Bioinformatics and Protein Engineering, International Institute of Molecular and Cell Biology, Warsaw, Poland
| | - Barry L. Stoddard
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N. Seattle WA 98109 USA,Corresponding Author and Lead Contact:
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2
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Bogdanove AJ, Bohm A, Miller JC, Morgan RD, Stoddard BL. Engineering altered protein-DNA recognition specificity. Nucleic Acids Res 2018; 46:4845-4871. [PMID: 29718463 PMCID: PMC6007267 DOI: 10.1093/nar/gky289] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 04/03/2018] [Accepted: 04/06/2018] [Indexed: 02/07/2023] Open
Abstract
Protein engineering is used to generate novel protein folds and assemblages, to impart new properties and functions onto existing proteins, and to enhance our understanding of principles that govern protein structure. While such approaches can be employed to reprogram protein-protein interactions, modifying protein-DNA interactions is more difficult. This may be related to the structural features of protein-DNA interfaces, which display more charged groups, directional hydrogen bonds, ordered solvent molecules and counterions than comparable protein interfaces. Nevertheless, progress has been made in the redesign of protein-DNA specificity, much of it driven by the development of engineered enzymes for genome modification. Here, we summarize the creation of novel DNA specificities for zinc finger proteins, meganucleases, TAL effectors, recombinases and restriction endonucleases. The ease of re-engineering each system is related both to the modularity of the protein and the extent to which the proteins have evolved to be capable of readily modifying their recognition specificities in response to natural selection. The development of engineered DNA binding proteins that display an ideal combination of activity, specificity, deliverability, and outcomes is not a fully solved problem, however each of the current platforms offers unique advantages, offset by behaviors and properties requiring further study and development.
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Affiliation(s)
- Adam J Bogdanove
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Ithaca, NY 14853, USA
| | - Andrew Bohm
- Sackler School of Graduate Biomedical Sciences, Tufts University, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Jeffrey C Miller
- Sangamo Therapeutics Inc. 501 Canal Blvd., Richmond, CA 94804, USA
| | - Richard D Morgan
- New England Biolabs, Inc., 240 County Road, Ipswich, MA 01938, USA
| | - Barry L Stoddard
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98019, USA
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3
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Abstract
Recapitulation of the nuclear auxin response pathway in Saccharomyces cerevisiae (yeast) provides a means to functionally assay the contribution of individual signaling components to response dynamics. Here, we describe a time course assay for characterizing auxin response circuits using flow cytometry. This method allows for quantitative measurements of the dynamic response of up to 12 circuits (strains) at once. We also describe a steady-state assay and how to utilize an R package we developed to facilitate data analysis.
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Werther R, Hallinan JP, Lambert AR, Havens K, Pogson M, Jarjour J, Galizi R, Windbichler N, Crisanti A, Nolan T, Stoddard BL. Crystallographic analyses illustrate significant plasticity and efficient recoding of meganuclease target specificity. Nucleic Acids Res 2017; 45:8621-8634. [PMID: 28637173 PMCID: PMC5737575 DOI: 10.1093/nar/gkx544] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 06/02/2017] [Accepted: 06/12/2017] [Indexed: 12/11/2022] Open
Abstract
The retargeting of protein-DNA specificity, outside of extremely modular DNA binding proteins such as TAL effectors, has generally proved to be quite challenging. Here, we describe structural analyses of five different extensively retargeted variants of a single homing endonuclease, that have been shown to function efficiently in ex vivo and in vivo applications. The redesigned proteins harbor mutations at up to 53 residues (18%) of their amino acid sequence, primarily distributed across the DNA binding surface, making them among the most significantly reengineered ligand-binding proteins to date. Specificity is derived from the combined contributions of DNA-contacting residues and of neighboring residues that influence local structural organization. Changes in specificity are facilitated by the ability of all those residues to readily exchange both form and function. The fidelity of recognition is not precisely correlated with the fraction or total number of residues in the protein-DNA interface that are actually involved in DNA contacts, including directional hydrogen bonds. The plasticity of the DNA-recognition surface of this protein, which allows substantial retargeting of recognition specificity without requiring significant alteration of the surrounding protein architecture, reflects the ability of the corresponding genetic elements to maintain mobility and persistence in the face of genetic drift within potential host target sites.
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Affiliation(s)
- Rachel Werther
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Jazmine P. Hallinan
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Abigail R. Lambert
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Kyle Havens
- Bluebird Bio Inc., Suite 207 1616 Eastlake Ave. E., Seattle, WA 98102, USA
| | - Mark Pogson
- Bluebird Bio Inc., Suite 207 1616 Eastlake Ave. E., Seattle, WA 98102, USA
| | - Jordan Jarjour
- Bluebird Bio Inc., Suite 207 1616 Eastlake Ave. E., Seattle, WA 98102, USA
| | - Roberto Galizi
- Imperial College of London, Department of Life Sciences, South Kensington Campus, London SW7 2AZ, UK
| | - Nikolai Windbichler
- Imperial College of London, Department of Life Sciences, South Kensington Campus, London SW7 2AZ, UK
| | - Andrea Crisanti
- Imperial College of London, Department of Life Sciences, South Kensington Campus, London SW7 2AZ, UK
| | - Tony Nolan
- Imperial College of London, Department of Life Sciences, South Kensington Campus, London SW7 2AZ, UK
| | - Barry L. Stoddard
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
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Niyonzima N, Lambert AR, Werther R, De Silva Feelixge H, Roychoudhury P, Greninger AL, Stone D, Stoddard BL, Jerome KR. Tuning DNA binding affinity and cleavage specificity of an engineered gene-targeting nuclease via surface display, flow cytometry and cellular analyses. Protein Eng Des Sel 2017; 30:503-522. [PMID: 28873986 PMCID: PMC5914421 DOI: 10.1093/protein/gzx037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 06/19/2017] [Accepted: 07/06/2017] [Indexed: 11/14/2022] Open
Abstract
The combination of yeast surface display and flow cytometric analyses and selections is being used with increasing frequency to alter specificity of macromolecular recognition, including both protein-protein and protein-nucleic acid interactions. Here we describe the use of yeast surface display and cleavage-dependent flow cytometric assays to increase the specificity of an engineered meganuclease. The re-engineered meganuclease displays a significantly tightened specificity profile, while binding its cognate target site with a slightly lower, but still sub-nanomolar affinity. When incorporated into otherwise identical megaTAL protein scaffolds, these two nucleases display significantly different activity and toxicity profiles in cellulo. The structural basis for reprogrammed DNA cleavage specificity was further examined via high-resolution X-ray crystal structures of both enzymes. This analysis illustrated the altered protein-DNA contacts produced by mutagenesis and selection, that resulted both in altered readout of those based and a necessary reduction in DNA binding affinity that were necessary to improve specificity across the target site. The results of this study provide an illustrative example of the potential (and the challenges) associated with the use of surface display and flow cytometry for the retargeting and optimization of enzymes that act on nucleic acid substrates in a sequence-specific manner.
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Affiliation(s)
- Nixon Niyonzima
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Abigail R. Lambert
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Rachel Werther
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Harshana De Silva Feelixge
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Pavitra Roychoudhury
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Alexander L. Greninger
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
- Virology Division, Department of Laboratory Medicine, University of Washington, 1616 Eastlake Ave. E, Seattle WA 98102, USA
| | - Daniel Stone
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Barry L. Stoddard
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Keith R. Jerome
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
- Virology Division, Department of Laboratory Medicine, University of Washington, 1616 Eastlake Ave. E, Seattle WA 98102, USA
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Osborn MJ, Belanto JJ, Tolar J, Voytas DF. Gene editing and its application for hematological diseases. Int J Hematol 2016; 104:18-28. [PMID: 27233509 PMCID: PMC5595242 DOI: 10.1007/s12185-016-2017-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2015] [Revised: 02/08/2016] [Accepted: 03/02/2016] [Indexed: 11/27/2022]
Abstract
The use of precise, rationally designed gene-editing nucleases allows for targeted genome and transcriptome modification, and at present, four major classes of nucleases are being employed: zinc finger nucleases (ZFNs), transcription activator-like effector nucleases (TALENs), meganucleases (MNs), and clustered regularly interspaced short palindromic repeats (CRISPR)/Cas9. Each reagent shares the ability to recognize and bind a target sequence of DNA. Depending on the properties of the reagent, the DNA can be cleaved on one or both strands, or epigenetic changes can be mediated. These novel properties can impact hematological disease by allowing for: (1) direct modification of hematopoietic stem/progenitor cells (HSPCs), (2) gene alteration of hematopoietic lineage committed terminal effectors, (3) genome engineering in non-hematopoietic cells with reprogramming to a hematopoietic phenotype, and (4) transcriptome modulation for gene regulation, modeling, and discovery.
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Affiliation(s)
- Mark J Osborn
- University of Minnesota Twin Cities, Minneapolis, MN, USA
| | | | - Jakub Tolar
- University of Minnesota Twin Cities, Minneapolis, MN, USA.
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Digital detection of endonuclease mediated gene disruption in the HIV provirus. Sci Rep 2016; 6:20064. [PMID: 26829887 PMCID: PMC4735761 DOI: 10.1038/srep20064] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Accepted: 12/18/2015] [Indexed: 12/11/2022] Open
Abstract
Genome editing by designer nucleases is a rapidly evolving technology utilized in a highly diverse set of research fields. Among all fields, the T7 endonuclease mismatch cleavage assay, or Surveyor assay, is the most commonly used tool to assess genomic editing by designer nucleases. This assay, while relatively easy to perform, provides only a semi-quantitative measure of mutation efficiency that lacks sensitivity and accuracy. We demonstrate a simple droplet digital PCR assay that quickly quantitates a range of indel mutations with detection as low as 0.02% mutant in a wild type background and precision (≤6%CV) and accuracy superior to either mismatch cleavage assay or clonal sequencing when compared to next-generation sequencing. The precision and simplicity of this assay will facilitate comparison of gene editing approaches and their optimization, accelerating progress in this rapidly-moving field.
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Shen BW, Lambert A, Walker BC, Stoddard BL, Kaiser BK. The Structural Basis of Asymmetry in DNA Binding and Cleavage as Exhibited by the I-SmaMI LAGLIDADG Meganuclease. J Mol Biol 2016; 428:206-220. [PMID: 26705195 PMCID: PMC4749321 DOI: 10.1016/j.jmb.2015.12.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Revised: 11/13/2015] [Accepted: 12/07/2015] [Indexed: 01/07/2023]
Abstract
LAGLIDADG homing endonucleases ("meganucleases") are highly specific DNA cleaving enzymes that are used for genome engineering. Like other enzymes that act on DNA targets, meganucleases often display binding affinities and cleavage activities that are dominated by one protein domain. To decipher the underlying mechanism of asymmetric DNA recognition and catalysis, we identified and characterized a new monomeric meganuclease (I-SmaMI), which belongs to a superfamily of homologous enzymes that recognize divergent DNA sequences. We solved a series of crystal structures of the enzyme-DNA complex representing a progression of sequential reaction states, and we compared the structural rearrangements and surface potential distributions within each protein domain against their relative contribution to binding affinity. We then determined the effects of equivalent point mutations in each of the two enzyme active sites to determine whether asymmetry in DNA recognition is translated into corresponding asymmetry in DNA cleavage activity. These experiments demonstrate the structural basis for "dominance" by one protein domain over the other and provide insights into this enzyme's conformational switch from a nonspecific search mode to a more specific recognition mode.
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Affiliation(s)
- Betty W. Shen
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| | - Abigail Lambert
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| | - Bradley C. Walker
- Department of Biology, Seattle University, 901 12th Avenue, Seattle, WA 98122, USA
| | - Barry L. Stoddard
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| | - Brett K. Kaiser
- Department of Biology, Seattle University, 901 12th Avenue, Seattle, WA 98122, USA
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Abstract
Mosquito-borne diseases are causing a substantial burden of mortality, morbidity and economic loss in many parts of the world, despite current control efforts, and new complementary approaches to controlling these diseases are needed. One promising class of new interventions under development involves the heritable modification of the mosquito by insertion of novel genes into the nucleus or of Wolbachia endosymbionts into the cytoplasm. Once released into a target population, these modifications can act to reduce one or more components of the mosquito population's vectorial capacity (e.g. the number of female mosquitoes, their longevity or their ability to support development and transmission of the pathogen). Some of the modifications under development are designed to be self-limiting, in that they will tend to disappear over time in the absence of recurrent releases (and hence are similar to the sterile insect technique, SIT), whereas other modifications are designed to be self-sustaining, spreading through populations even after releases stop (and hence are similar to traditional biological control). Several successful field trials have now been performed with Aedes mosquitoes, and such trials are helping to define the appropriate developmental pathway for this new class of intervention.
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Affiliation(s)
- Austin Burt
- Department of Life Sciences, Imperial College London, , Silwood Park, Ascot, Berks SL5 7PY, UK
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Jacoby K, Scharenberg AM. Homing endonuclease target determination using SELEX adapted for yeast surface display. Methods Mol Biol 2014; 1123:165-190. [PMID: 24510268 DOI: 10.1007/978-1-62703-968-0_13] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Knowing the target sequence of a DNA-binding protein is vital in obtaining fundamental characteristics of the protein and evaluating properties of the protein-DNA interaction. For example, novel homing endonucleases cannot be proven to be functional until a predicted target site is tested. Unfortunately, target site prediction is not always easy, or even possible, depending on the amount of sequence data available. Here we describe a modification of SELEX using yeast surface display that can quickly and inexpensively resolve DNA-binding targets in high throughput for proteins without any prior assumptions or knowledge regarding the target site. This protocol is easily integrated into the yeast surface display pipeline and is leveraged by the expansive number of existing tools for both SELEX and yeast surface display.
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Affiliation(s)
- Kyle Jacoby
- Program in Molecular and Cellular Biology and Department of Immunology, University of Washington, Seattle, WA, USA
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