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Identification of lamprey variable lymphocyte receptors that target the brain vasculature. Sci Rep 2022; 12:6044. [PMID: 35411012 PMCID: PMC9001667 DOI: 10.1038/s41598-022-09962-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 03/28/2022] [Indexed: 12/21/2022] Open
Abstract
AbstractThe blood–brain barrier (BBB) represents a significant bottleneck for the delivery of therapeutics to the central nervous system. In recent years, the promise of coopting BBB receptor-mediated transport systems for brain drug delivery has increased in large part due to the discovery and engineering of BBB-targeting antibodies. Here we describe an innovative screening platform for identification of new BBB targeting molecules from a class of lamprey antigen recognition proteins known as variable lymphocyte receptors (VLRs). Lamprey were immunized with murine brain microvessel plasma membranes, and the resultant repertoire cloned into the yeast surface display system. The library was screened via a unique workflow that identified 16 VLR clones that target extracellular epitopes of in vivo-relevant BBB membrane proteins. Of these, three lead VLR candidates, VLR-Fc-11, VLR-Fc-30, and VLR-Fc-46 selectively target the brain vasculature and traffic within brain microvascular endothelial cells after intravenous administration in mice, with VLR-Fc-30 being confirmed as trafficking into the brain parenchyma. Epitope characterization indicates that the VLRs, in part, recognize sialylated glycostructures. These promising new targeting molecules have the potential for brain targeting and drug delivery with improved brain vascular specificity.
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2
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Ahmed S, Manjunath K, Chattopadhyay G, Varadarajan R. Identification of stabilizing point mutations through mutagenesis of destabilized protein libraries. J Biol Chem 2022; 298:101785. [PMID: 35247389 PMCID: PMC8971944 DOI: 10.1016/j.jbc.2022.101785] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 02/18/2022] [Accepted: 02/26/2022] [Indexed: 01/22/2023] Open
Abstract
Although there have been recent transformative advances in the area of protein structure prediction, prediction of point mutations that improve protein stability remains challenging. It is possible to construct and screen large mutant libraries for improved activity or ligand binding. However, reliable screens for mutants that improve protein stability do not yet exist, especially for proteins that are well folded and relatively stable. Here, we demonstrate that incorporation of a single, specific, destabilizing mutation termed parent inactivating mutation into each member of a single-site saturation mutagenesis library, followed by screening for suppressors, allows for robust and accurate identification of stabilizing mutations. We carried out fluorescence-activated cell sorting of such a yeast surface display, saturation suppressor library of the bacterial toxin CcdB, followed by deep sequencing of sorted populations. We found that multiple stabilizing mutations could be identified after a single round of sorting. In addition, multiple libraries with different parent inactivating mutations could be pooled and simultaneously screened to further enhance the accuracy of identification of stabilizing mutations. Finally, we show that individual stabilizing mutations could be combined to result in a multi-mutant that demonstrated an increase in thermal melting temperature of about 20 °C, and that displayed enhanced tolerance to high temperature exposure. We conclude that as this method is robust and employs small library sizes, it can be readily extended to other display and screening formats to rapidly isolate stabilized protein mutants.
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Affiliation(s)
- Shahbaz Ahmed
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore, India
| | - Kavyashree Manjunath
- Centre for Chemical Biology and Therapeutics, Institute of Stem Cell Science and Regenerative Medicine, Bangalore, India
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3
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Ahmed S, Bhasin M, Manjunath K, Varadarajan R. Prediction of Residue-specific Contributions to Binding and Thermal Stability Using Yeast Surface Display. Front Mol Biosci 2022; 8:800819. [PMID: 35127820 PMCID: PMC8814602 DOI: 10.3389/fmolb.2021.800819] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Accepted: 12/14/2021] [Indexed: 12/11/2022] Open
Abstract
Accurate prediction of residue burial as well as quantitative prediction of residue-specific contributions to protein stability and activity is challenging, especially in the absence of experimental structural information. This is important for prediction and understanding of disease causing mutations, and for protein stabilization and design. Using yeast surface display of a saturation mutagenesis library of the bacterial toxin CcdB, we probe the relationship between ligand binding and expression level of displayed protein, with in vivo solubility in E. coli and in vitro thermal stability. We find that both the stability and solubility correlate well with the total amount of active protein on the yeast cell surface but not with total amount of expressed protein. We coupled FACS and deep sequencing to reconstruct the binding and expression mean fluorescent intensity of each mutant. The reconstructed mean fluorescence intensity (MFIseq) was used to differentiate between buried site, exposed non active-site and exposed active-site positions with high accuracy. The MFIseq was also used as a criterion to identify destabilized as well as stabilized mutants in the library, and to predict the melting temperatures of destabilized mutants. These predictions were experimentally validated and were more accurate than those of various computational predictors. The approach was extended to successfully identify buried and active-site residues in the receptor binding domain of the spike protein of SARS-CoV-2, suggesting it has general applicability.
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Affiliation(s)
- Shahbaz Ahmed
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore, India
| | - Munmun Bhasin
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore, India
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4
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Bacon K, Burroughs M, Blain A, Menegatti S, Rao BM. Screening Yeast Display Libraries against Magnetized Yeast Cell Targets Enables Efficient Isolation of Membrane Protein Binders. ACS COMBINATORIAL SCIENCE 2019; 21:817-832. [PMID: 31693340 DOI: 10.1021/acscombsci.9b00147] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
When isolating binders from yeast displayed combinatorial libraries, a soluble, recombinantly expressed form of the target protein is typically utilized. As an alternative, we describe the use of target proteins displayed as surface fusions on magnetized yeast cells. In our strategy, the target protein is coexpressed on the yeast surface with an iron oxide binding protein; incubation of these yeast cells with iron oxide nanoparticles results in their magnetization. Subsequently, binder cells that interact with the magnetized target cells can be isolated using a magnet. Using a known binder-target pair with modest binding affinity (KD ≈ 400 nM), we showed that a binder present at low frequency (1 in 105) could be enriched more than 100-fold, in a single round of screening, suggesting feasibility of screening combinatorial libraries. Subsequently, we screened yeast display libraries of Sso7d and nanobody variants against yeast displayed targets to isolate binders specific to the cytosolic domain of the mitochondrial membrane protein TOM22 (KD ≈ 272-1934 nM) and the extracellular domain of the c-Kit receptor (KD ≈ 93 to KD > 2000 nM). Additional studies showed that the TOM22 binders identified using this approach could be used for the enrichment of mitochondria from cell lysates, thereby confirming binding to the native mitochondrial protein. The ease of expressing a membrane protein or a domain thereof as a yeast cell surface fusion-in contrast to recombinant soluble expression-makes the use of yeast-displayed targets particularly attractive. Therefore, we expect the use of magnetized yeast cell targets will enable efficient isolation of binders to membrane proteins.
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Chen Z, Wang X, Zhao N, Han L, Wang F, Li H, Cui Y, Zhao X. Improving the immunogenicity and protective efficacy of the EtMIC2 protein against Eimeria tenella infection through random mutagenesis. Vaccine 2018; 36:2435-2441. [DOI: 10.1016/j.vaccine.2018.03.046] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 02/27/2018] [Accepted: 03/15/2018] [Indexed: 01/07/2023]
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6
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Wijkhuisen A, Savatier A, Cordeiro N, Léonetti M. Production of antigen-specific human IgGs by in vitro immunization. BMC Biotechnol 2016; 16:22. [PMID: 26911296 PMCID: PMC4765159 DOI: 10.1186/s12896-016-0253-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Accepted: 02/15/2016] [Indexed: 12/14/2022] Open
Abstract
Background We previously developed in vitro immunization based on a fusion protein containing the transcriptional transactivator (Tat) of human immunodeficiency virus and a double domain, called ZZ, derived from protein A of Staphylococcus aureus. In this approach, naïve human peripheral blood mononuclear cells (PBMCs) trigger a specific IgM antibody (Ab) response in the presence of ZZTat. In the present study, we attempted to raise a specific IgG Ab response. Results We found that PBMCs incubated with ZZTat and a mixture containing anti-CD40, IL4 and IL21 secrete anti-Tat IgG Abs in their supernatants, indicating that the cytokine cocktail provides an isotypic switch. Then, we deciphered the Tat determinant involved in the phenomenon and found that it is located in the region 22–57 and that, within this region, the cysteine-rich domain and the basic residues play a crucial role. Finally, we prepared a fusion protein containing a fragment derived from the NY-ESO-1 cancer/testis antigen (Ag) and showed that PBMCs incubated with ZZfNY-ESO-1Tat trigger a specific anti-fNY-ESO-1 IgG Ab response, which demonstrates the possibility of transferring immunizing ability to an Ag unrelated to Tat. Conclusion Our ZZTat-based in vitro immunization approach that offers the possibility to raise an IgG Ab response against NY-ESO-1 might represent a valuable first stage for the generation of fully human IgG specific Abs.
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Affiliation(s)
- A Wijkhuisen
- University of Paris Diderot, Paris, France. .,CEA, Institut de Biologie et de Technologie de Saclay (iBiTec-S), Service de Pharmacologie et d'Immunoanalyse (SPI), 91191, Gif sur Yvette, France.
| | - A Savatier
- CEA, Institut de Biologie et de Technologie de Saclay (iBiTec-S), Service de Pharmacologie et d'Immunoanalyse (SPI), 91191, Gif sur Yvette, France
| | - N Cordeiro
- CEA, Institut de Biologie et de Technologie de Saclay (iBiTec-S), Service de Pharmacologie et d'Immunoanalyse (SPI), 91191, Gif sur Yvette, France
| | - M Léonetti
- CEA, Institut de Biologie et de Technologie de Saclay (iBiTec-S), Service de Pharmacologie et d'Immunoanalyse (SPI), 91191, Gif sur Yvette, France
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Purification and characterization of naturally occurring HIV-1 (South African subtype C) protease mutants from inclusion bodies. Protein Expr Purif 2016; 122:90-6. [PMID: 26917227 DOI: 10.1016/j.pep.2016.02.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Revised: 02/02/2016] [Accepted: 02/20/2016] [Indexed: 11/20/2022]
Abstract
Human immunodeficiency virus (HIV) infections in sub-Saharan Africa represent about 56% of global infections. Many studies have targeted HIV-1 protease for the development of drugs against AIDS. Recombinant HIV-1 protease is used to screen new drugs from synthetic compounds or natural substances. Along with the wild type (C-SA) we also over-expressed and characterized two mutant forms from patients that had shown resistance to protease inhibitors. Using recombinant DNA technology, we constructed three recombinant plasmids in pGEX-6P-1 and expressed them containing a sequence encoding wild type HIV protease and two mutants (I36T↑T contains 100 amino acids and L38L↑N↑L contains 101 amino acids). These recombinant proteins were isolated from inclusion bodies by using QFF anion exchange and GST trap columns. In SDS-PAGE, we obtained these HIV proteases as single bands of approximately 11.5, 11.6 and 11.7 kDa for the wild type, I36T↑Tand L38L↑N↑L mutants, respectively. The enzyme was recovered efficiently (0.25 mg protein/L of Escherichia coli culture) and had high specific activity of 2.02, 2.20 and 1.33 μmol min(-1) mg(-1) at an optimal pH of 5 and temperature of 37 °C for the wild type, I36T↑T and L38L↑N↑L, respectively. The method employed here provides an easy and rapid purification of the HIV-1(C-SA) protease from the inclusion bodies, with high yield and high specific activities.
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8
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Tillotson BJ, Goulatis LI, Parenti I, Duxbury E, Shusta EV. Engineering an Anti-Transferrin Receptor ScFv for pH-Sensitive Binding Leads to Increased Intracellular Accumulation. PLoS One 2015; 10:e0145820. [PMID: 26713870 PMCID: PMC4694649 DOI: 10.1371/journal.pone.0145820] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 12/09/2015] [Indexed: 11/18/2022] Open
Abstract
The equilibrium binding affinity of receptor-ligand or antibody-antigen pairs may be modulated by protonation of histidine side-chains, and such pH-dependent mechanisms play important roles in biological systems, affecting molecular uptake and trafficking. Here, we aimed to manipulate cellular transport of single-chain antibodies (scFvs) against the transferrin receptor (TfR) by engineering pH-dependent antigen binding. An anti-TfR scFv was subjected to histidine saturation mutagenesis of a single CDR. By employing yeast surface display with a pH-dependent screening pressure, scFvs having markedly increased dissociation from TfR at pH 5.5 were identified. The pH-sensitivity generally resulted from a central cluster of histidine residues in CDRH1. When soluble, pH-sensitive, scFv clone M16 was dosed onto live cells, the internalized fraction was 2.6-fold greater than scFvs that lacked pH-sensitive binding and the increase was dependent on endosomal acidification. Differences in the intracellular distribution of M16 were also observed consistent with an intracellular decoupling of the scFv M16-TfR complex. Engineered pH-sensitive TfR binding could prove important for increasing the effectiveness of TfR-targeted antibodies seeking to exploit endocytosis or transcytosis for drug delivery purposes.
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Affiliation(s)
- Benjamin J. Tillotson
- University of Wisconsin-Madison, Dept. of Chemical and Biological Engineering, Madison, WI, United States of America
| | - Loukas I. Goulatis
- University of Wisconsin-Madison, Dept. of Chemical and Biological Engineering, Madison, WI, United States of America
| | - Isabelle Parenti
- University of Wisconsin-Madison, Dept. of Chemical and Biological Engineering, Madison, WI, United States of America
| | - Elizabeth Duxbury
- University of Wisconsin-Madison, Dept. of Chemical and Biological Engineering, Madison, WI, United States of America
| | - Eric V. Shusta
- University of Wisconsin-Madison, Dept. of Chemical and Biological Engineering, Madison, WI, United States of America
- * E-mail:
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Mobergslien A, Vasovic V, Mathiesen G, Fredriksen L, Westby P, Eijsink VGH, Peng Q, Sioud M. Recombinant Lactobacillus plantarum induces immune responses to cancer testis antigen NY-ESO-1 and maturation of dendritic cells. Hum Vaccin Immunother 2015; 11:2664-73. [PMID: 26185907 DOI: 10.1080/21645515.2015.1056952] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Given their safe use in humans and inherent adjuvanticity, Lactic Acid Bacteria may offer several advantages over other mucosal delivery strategies for cancer vaccines. The objective of this study is to evaluate the immune responses in mice after oral immunization with Lactobacillus (L) plantarum WCFS1 expressing a cell-wall anchored tumor antigen NY-ESO-1. And to investigate the immunostimulatory potency of this new candidate vaccine on human dendritic cells (DCs). L. plantarum displaying NY-ESO-1 induced NY-ESO-1 specific antibodies and T-cell responses in mice. By contrast, L. plantarum displaying conserved proteins such as heat shock protein-27 and galectin-1, did not induce immunity, suggesting that immune tolerance to self-proteins cannot be broken by oral administration of L. plantarum. With respect to immunomodulation, immature DCs incubated with wild type or L. plantarum-NY-ESO-1 upregulated the expression of co-stimulatory molecules and secreted a large amount of interleukin (IL)-12, TNF-α, but not IL-4. Moreover, they upregulated the expression of immunosuppressive factors such as IL-10 and indoleamine 2,3-dioxygenase. Although L. plantarum-matured DCs expressed inhibitory molecules, they stimulated allogeneic T cells in-vitro. Collectively, the data indicate that L. plantarum-NY-ESO-1 can evoke antigen-specific immunity upon oral administration and induce DC maturation, raising the potential of its use in cancer immunotherapies.
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Affiliation(s)
- Anne Mobergslien
- a Department of Cancer Immunology ; Institute for Cancer Research; Oslo University Hospital ; Oslo , Norway
| | - Vlada Vasovic
- b Department of Pathology ; Oslo University Hospital ; Oslo , Norway
| | - Geir Mathiesen
- c Department of Chemistry ; Biotechnology and Food Science; Norwegian University of Life Sciences (NMBU) ; Ås , Norway
| | - Lasse Fredriksen
- c Department of Chemistry ; Biotechnology and Food Science; Norwegian University of Life Sciences (NMBU) ; Ås , Norway
| | - Phuong Westby
- a Department of Cancer Immunology ; Institute for Cancer Research; Oslo University Hospital ; Oslo , Norway
| | - Vincent G H Eijsink
- c Department of Chemistry ; Biotechnology and Food Science; Norwegian University of Life Sciences (NMBU) ; Ås , Norway
| | - Qian Peng
- b Department of Pathology ; Oslo University Hospital ; Oslo , Norway
| | - Mouldy Sioud
- a Department of Cancer Immunology ; Institute for Cancer Research; Oslo University Hospital ; Oslo , Norway
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10
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Marshall CJ, Grosskopf VA, Moehling TJ, Tillotson BJ, Wiepz GJ, Abbott NL, Raines RT, Shusta EV. An evolved Mxe GyrA intein for enhanced production of fusion proteins. ACS Chem Biol 2015; 10:527-38. [PMID: 25384269 PMCID: PMC4340354 DOI: 10.1021/cb500689g] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Expressing antibodies as fusions to the non-self-cleaving Mxe GyrA intein enables site-specific, carboxy-terminal chemical modification of the antibodies by expressed protein ligation (EPL). Bacterial antibody-intein fusion protein expression platforms typically yield insoluble inclusion bodies that require refolding to obtain active antibody-intein fusion proteins. Previously, we demonstrated that it was possible to employ yeast surface display to express properly folded single-chain antibody (scFv)-intein fusions, therefore permitting the direct small-scale chemical functionalization of scFvs. Here, directed evolution of the Mxe GyrA intein was performed to improve both the display and secretion levels of scFv-intein fusion proteins from yeast. The engineered intein was shown to increase the yeast display levels of eight different scFvs by up to 3-fold. Additionally, scFv- and green fluorescent protein (GFP)-intein fusion proteins can be secreted from yeast, and while fusion of the scFvs to the wild-type intein resulted in low expression levels, the engineered intein increased scFv-intein production levels by up to 30-fold. The secreted scFv- and GFP-intein fusion proteins retained their respective binding and fluorescent activities, and upon intein release, EPL resulted in carboxy-terminal azide functionalization of the target proteins. The azide-functionalized scFvs and GFP were subsequently employed in a copper-free, strain-promoted click reaction to site-specifically immobilize the proteins on surfaces, and it was demonstrated that the functionalized, immobilized scFvs retained their antigen binding specificity. Taken together, the evolved yeast intein platform provides a robust alternative to bacterial intein expression systems.
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Affiliation(s)
- Carrie J. Marshall
- Dept.
of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Vanessa A. Grosskopf
- Dept.
of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Taylor J. Moehling
- Dept.
of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Benjamin J. Tillotson
- Dept.
of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Gregory J. Wiepz
- Dept.
of Biomolecular Chemistry, University of Wisconsin-Madison, 420
Henry Mall, Madison, Wisconsin 53706, United States
| | - Nicholas L. Abbott
- Dept.
of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Ronald T. Raines
- Dept.
of Biochemistry, University of Wisconsin-Madison, 433 Babcock Drive, Madison, Wisconsin 53706, United States
- Dept.
of Chemistry, University of Wisconsin-Madison, 1101 University Avenue, Madison, Wisconsin 53706, United States
| | - Eric V. Shusta
- Dept.
of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
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11
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Tillotson BJ, Lajoie JM, Shusta EV. Yeast Display-Based Antibody Affinity Maturation Using Detergent-Solubilized Cell Lysates. Methods Mol Biol 2015; 1319:65-78. [PMID: 26060070 PMCID: PMC5076467 DOI: 10.1007/978-1-4939-2748-7_4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
It is often desired to identify or engineer antibodies that target membrane proteins (MPs). However, due to their inherent insolubility in aqueous solutions, MPs are often incompatible with in vitro antibody discovery and optimization platforms. Recently, we adapted yeast display technology to accommodate detergent-solubilized cell lysates as sources of MP antigens. The following protocol details the incorporation of cell lysates into a kinetic screen designed to obtain antibodies with improved affinity via slowed dissociation from an MP antigen.
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Affiliation(s)
| | | | - Eric V. Shusta
- To whom correspondence should be addressed: Eric V. Shusta, Department of Chemical and Biological Engineering, University of Wisconsin – Madison, 3631 Engineering Hall, 1415 Engineering Dr., Madison, WI 53706, , Ph: (608) 265-5103, Fax: (608) 262-5434
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12
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Zhao L, Qu L, Zhou J, Sun Z, Zou H, Chen YY, Marks JD, Zhou Y. High throughput identification of monoclonal antibodies to membrane bound and secreted proteins using yeast and phage display. PLoS One 2014; 9:e111339. [PMID: 25353955 PMCID: PMC4213037 DOI: 10.1371/journal.pone.0111339] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Accepted: 09/23/2014] [Indexed: 12/29/2022] Open
Abstract
Antibodies are ubiquitous and essential reagents for biomedical research. Uses of antibodies include quantifying proteins, identifying the temporal and spatial pattern of expression in cells and tissue, and determining how proteins function under normal or pathological conditions. Specific antibodies are only available for a small portion of the proteome, limiting study of those proteins for which antibodies do not exist. The technologies to generate target-specific antibodies need to be improved to obtain high quality antibodies to the proteome at reasonable cost. Here we show that renewable, validated, and standardized monoclonal antibodies can be generated at high throughput, without the need for antigen production or animal immunizations. In this study, 60 protein domains from 24 selected secreted proteins were expressed on the surface of yeast and used for selection of phage antibodies, over 400 monoclonal antibodies were identified within 3 weeks. A subset of these antibodies was validated for binding to cancer cells that overexpress the target protein by flow cytometry or immunohistochemistry. This approach will be applicable to many of the membrane-bound and the secreted proteins, 20–40% of the proteome, accelerating the timeline for Ab generation while reducing the cost.
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Affiliation(s)
- Lequn Zhao
- Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco General Hospital, San Francisco, California, United States of America
| | - Liang Qu
- Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco General Hospital, San Francisco, California, United States of America
| | - Jing Zhou
- Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco General Hospital, San Francisco, California, United States of America
| | - Zhengda Sun
- Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco General Hospital, San Francisco, California, United States of America
| | - Hao Zou
- Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco General Hospital, San Francisco, California, United States of America
| | - Yunn-Yi Chen
- Departments of Pathology & Laboratory Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - James D. Marks
- Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco General Hospital, San Francisco, California, United States of America
- * E-mail: (YZ); (JDM)
| | - Yu Zhou
- Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco General Hospital, San Francisco, California, United States of America
- * E-mail: (YZ); (JDM)
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13
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Abstract
The genotype-phenotype linkage provided by display technologies enables efficient synthesis, analysis, and selection of combinatorial protein libraries. This approach tremendously expands the protein sequence space that can be efficiently evaluated for a selectable function. It thereby provides a key element in identification and directed evolution of novel or improved protein function. Here, yeast surface display is described in the context of selection for binding function. Yeast culture and multiple approaches to magnetic- and fluorescence-based protein selection are presented in detail.
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Affiliation(s)
- Benjamin J Hackel
- Department of Chemical Engineering and Materials Science, University of Minnesota, Twin Cities, 356 Amundson Hall, 421 Washington Avenue SE, Minneapolis, MN, 55455, USA,
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14
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Tillotson BJ, de Larrinoa IF, Skinner CA, Klavas DM, Shusta EV. Antibody affinity maturation using yeast display with detergent-solubilized membrane proteins as antigen sources. Protein Eng Des Sel 2013; 26:101-12. [PMID: 23109730 PMCID: PMC3542525 DOI: 10.1093/protein/gzs077] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2012] [Revised: 09/14/2012] [Accepted: 09/23/2012] [Indexed: 01/21/2023] Open
Abstract
Antigen preparations in the form of detergent-solubilized cell lysates could, in principle, render membrane proteins (MPs) compatible with in vitro antibody engineering technologies. To this end, detergent-solubilized cell lysates were coupled with the yeast surface display platform to affinity mature an anti-transferrin receptor (TfR) single-chain antibody (scFv). Lysates were generated from TfR-expressing HEK293 cells by solubilization with detergent-containing buffer after undergoing plasma membrane-restricted biotinylation. Lysate-resident TfR was then combined with a mutagenic anti-TfR scFv library in a competitive, dissociation rate screen, and scFvs were identified with up to 4-fold improved dissociation rates on the surface of yeast. Importantly, although the lysates contained a complex mixture of biotinylated proteins, the engineered scFvs retained their TfR binding specificity. When secreted by yeast as soluble proteins, mutant scFvs bound to cell surface TfR with 3-7-fold improvements in equilibrium binding affinity. Although a known MP antigen was targeted for purposes of this study, employing biotin tagging as a means of antigen detection makes the lysate-based approach particularly flexible. We have previously shown that yeast display can be used to identify lead antibodies using cell lysate-resident MP antigens, and combined with this work showing that antibodies can also be quantitatively engineered using cell lysates, these approaches may provide a high-throughput platform for generation and optimization of antibodies against MPs.
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Affiliation(s)
- Benjamin J. Tillotson
- Department of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Dr., Madison, WI 53706, USA
| | - Iñigo F. de Larrinoa
- Departamento de Quimica Aplicada, Universidad del País Vasco, P M. Lardizabal 3, San Sebastian 20018, Spain
| | - Colin A. Skinner
- Department of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Dr., Madison, WI 53706, USA
| | - Derek M. Klavas
- Department of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Dr., Madison, WI 53706, USA
| | - Eric V. Shusta
- Department of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Dr., Madison, WI 53706, USA
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15
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Traxlmayr MW, Obinger C. Directed evolution of proteins for increased stability and expression using yeast display. Arch Biochem Biophys 2012; 526:174-80. [PMID: 22575387 DOI: 10.1016/j.abb.2012.04.022] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2012] [Revised: 04/24/2012] [Accepted: 04/25/2012] [Indexed: 11/17/2022]
Abstract
The expression of recombinant proteins incorporated into the cell wall of Saccharomyces cerevisiae (yeast surface display) is an important tool for protein engineering and library screening applications. In this review, we discuss the state-of-the-art yeast display techniques used for stability engineering of proteins including antibody fragments and immunoglobulin-like molecules. The paper discusses assets and drawbacks of stability engineering using the correlation between expression density on the yeast surface and thermal stability with respect to the quality control system in yeast. Additionally, strategies based on heat incubation of surface displayed protein libraries for selection of stabilized variants are reported including a recently developed method that allows stabilization of proteins of already high intrinsic thermal stability like IgG1-Fc.
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Affiliation(s)
- Michael W Traxlmayr
- Christian Doppler Laboratory for Antibody Engineering, Department of Chemistry, Division of Biochemistry, BOKU - University of Natural Resources and Life Sciences, Muthasse 18, A-1190 Vienna, Austria
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Zhou Y, Marks JD. Discovery of internalizing antibodies to tumor antigens from phage libraries. Methods Enzymol 2012; 502:43-66. [PMID: 22208981 DOI: 10.1016/b978-0-12-416039-2.00003-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Phage antibody technology can be used to generate human antibodies to essentially any antigen. Many therapeutic target antigens are cell surface receptors, which can be challenging targets for antibody generation. In addition, for many therapeutic applications, one needs antibodies that not only bind the cell surface receptor but also are internalized into the cell upon binding. This allows use of the antibody to deliver a range of payloads into the cell to achieve a therapeutic effect. In this chapter, we describe how human phage antibody libraries can be selected directly on tumor cell lines to generate antibodies that bind cell surface receptors and which upon binding are rapidly internalized into the cell. Specific protocols show how to (1) directly select cell binding and internalizing antibodies from human phage antibody libraries, (2) screen the phage antibodies in a high-throughput flow cytometry assay for binding to the tumor cell line used for selection, (3) identify the antigen bound by the phage antibody using immunoprecipitation and mass spectrometry, and (4) direct cell binding and internalizing selections to a specific tumor antigen by sequential selection on a tumor cell line followed by selection on yeast displaying the target tumor antigen on the yeast surface.
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Affiliation(s)
- Yu Zhou
- Department of Anesthesia and Perioperative Care, University of California, San Francisco, California, USA
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Li WF, Ji J, Wang G, Wang HY, Niu BL, Josine TL. Oxidative stress-resistance assay for screening yeast strains overproducing heterologous proteins. RUSS J GENET+ 2011. [DOI: 10.1134/s1022795411090122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Zhou Y, Zou H, Zhang S, Marks JD. Internalizing cancer antibodies from phage libraries selected on tumor cells and yeast-displayed tumor antigens. J Mol Biol 2010; 404:88-99. [PMID: 20851130 DOI: 10.1016/j.jmb.2010.09.006] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2010] [Revised: 07/23/2010] [Accepted: 09/02/2010] [Indexed: 11/30/2022]
Abstract
A number of approaches have been utilized to generate antibodies to cancer cell surface receptors that can be used as potential therapeutics. A number of these therapeutic approaches, including antibody-drug conjugates, immunotoxins, and targeted nucleic acid delivery, require antibodies that not only bind receptor but also undergo internalization into the cell upon binding. We previously reported on the ability to generate cancer cell binding and internalizing antibodies directly from human phage antibody libraries selected for internalization into cancer cell lines. While a number of useful antibodies have been generated using this approach, limitations include the inability to direct the selections to specific antigens and to identify the antigen bound by the antibodies. Here we show that these limitations can be overcome by using yeast-displayed antigens known to be associated with a cell type to select the phage antibody output after several rounds of selection on a mammalian cell line. We used this approach to generate several human phage antibodies to yeast-displayed EphA2 and CD44. The antibodies bound both yeast-displayed and mammalian cell surface antigens, and were endocytosed upon binding to mammalian cells. This approach is generalizable to many mammalian cell surface proteins, results in the generation of functional internalizing antibodies, and does not require antigen expression and purification for antibody generation.
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Affiliation(s)
- Yu Zhou
- Department of Anesthesia and Pharmaceutical Chemistry, University of California, San Francisco, Room 3C-38,San Francisco General Hospital, 1001 Potrero Avenue, San Francisco, CA 94110, USA
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Ackerman M, Levary D, Tobon G, Hackel B, Orcutt KD, Wittrup KD. Highly avid magnetic bead capture: an efficient selection method for de novo protein engineering utilizing yeast surface display. Biotechnol Prog 2009; 25:774-83. [PMID: 19363813 DOI: 10.1002/btpr.174] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Protein engineering relies on the selective capture of members of a protein library with desired properties. Yeast surface display technology routinely enables as much as million-fold improvements in binding affinity by alternating rounds of diversification and flow cytometry-based selection. However, flow cytometry is not well suited for isolating de novo binding clones from naïve libraries due to limitations in the size of the population that can be analyzed, the minimum binding affinity of clones that can be reliably captured, the amount of target antigen required, and the likelihood of capturing artifactual binders to the reagents. Here, we demonstrate a method for capturing rare clones that maintains the advantages of yeast as the expression host, while avoiding the disadvantages of FACS in isolating de novo binders from naïve libraries. The multivalency of yeast surface display is intentionally coupled with multivalent target presentation on magnetic beads-allowing isolation of extremely weak binders from billions of non-binding clones, and requiring far less target antigen for each selection, while minimizing the likelihood of isolating undesirable alternative solutions to the selective pressure. Multivalent surface selection allows 30,000-fold enrichment and almost quantitative capture of micromolar binders in a single pass using less than one microgram of target antigen. We further validate the robust nature of this selection method by isolation of de novo binders against lysozyme as well as its utility in negative selections by isolating binders to streptavidin-biotin that do not cross-react to streptavidin alone.
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Affiliation(s)
- Margaret Ackerman
- Dept. of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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Development of GFP-based biosensors possessing the binding properties of antibodies. Proc Natl Acad Sci U S A 2009; 106:11895-900. [PMID: 19574456 DOI: 10.1073/pnas.0902828106] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Proteins that can bind specifically to targets that also have an intrinsic property allowing for easy detection could facilitate a multitude of applications. While the widely used green fluorescent protein (GFP) allows for easy detection, attempts to insert multiple binding loops into GFP to impart affinity for a specific target have been met with limited success because of the structural sensitivity of the GFP chromophore. In this study, directed evolution using a surrogate loop approach and yeast surface display yielded a family of GFP scaffolds capable of accommodating 2 proximal, randomized binding loops. The library of potential GFP-based binders or ''GFAbs'' was subsequently mined for GFAbs capable of binding to protein targets. Identified GFAbs bound with nanomolar affinity and required binding contributions from both loops indicating the advantage of a dual loop GFAb platform. Finally, GFAbs were solubly produced and used as fluorescence detection reagents to demonstrate their utility.
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Abstract
Saccharomyces cerevisiae stimulates dendritic cells (DCs) and represents a promising candidate for cancer vaccine development. Effective cross-presentation of antigen delivered to DCs is necessary for successful induction of cellular immunity. Here, we present a yeast-based vaccine approach that is independent of yeast's ability to express the chosen antigen, which is instead produced separately and conjugated to the yeast cell wall. The conjugation method is site-specific (based on the SNAP-tag) and designed to facilitate antigen release in the DC phagosome and subsequent translocation for cross-presentation. We demonstrate that nonsite-specific chemical conjugation of the same protein hinders cross-presentation. Phagosomal antigen release was further expedited through the insertion of the invariant chain ectodomain as a linker, which is rapidly cleaved by Cathepsin S. The dose of delivered antigen was increased in several ways: by using yeast strains with higher surface amine densities, by using yeast hulls (cell wall fragments) instead of whole cells, and by conjugating multiple layers of antigen. The novel multilayer conjugation scheme takes advantage of Sfp phosphopantetheinyl transferase and remains site-specific; it enables the antigen dose to grow linearly with the number of layers. We show that whole yeast cells coated with 1 layer of the cancer-testis antigen NY-ESO-1 and yeast hulls bearing 3 layers were able to cross-prime naive CD8 T cells in vitro, with the latter resulting in higher frequencies of antigen-specific cells after 10 days. This cross-presentation-efficient antigen conjugation scheme is not limited to yeast and can readily be applied toward the development of other particulate vaccines.
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Wedge DC, Rowe W, Kell DB, Knowles J. In silico modelling of directed evolution: Implications for experimental design and stepwise evolution. J Theor Biol 2008; 257:131-41. [PMID: 19073195 DOI: 10.1016/j.jtbi.2008.11.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2008] [Revised: 11/03/2008] [Accepted: 11/03/2008] [Indexed: 11/26/2022]
Abstract
We model the process of directed evolution (DE) in silico using genetic algorithms. Making use of the NK fitness landscape model, we analyse the effects of mutation rate, crossover and selection pressure on the performance of DE. A range of values of K, the epistatic interaction of the landscape, are considered, and high- and low-throughput modes of evolution are compared. Our findings suggest that for runs of or around ten generations' duration-as is typical in DE-there is little difference between the way in which DE needs to be configured in the high- and low-throughput regimes, nor across different degrees of landscape epistasis. In all cases, a high selection pressure (but not an extreme one) combined with a moderately high mutation rate works best, while crossover provides some benefit but only on the less rugged landscapes. These genetic algorithms were also compared with a "model-based approach" from the literature, which uses sequential fixing of the problem parameters based on fitting a linear model. Overall, we find that purely evolutionary techniques fare better than do model-based approaches across all but the smoothest landscapes.
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Affiliation(s)
- David C Wedge
- Manchester Interdisciplinary Biocentre, University of Manchester, 131 Princess Street, Manchester, M1 7ND, UK.
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Chao G, Lau WL, Hackel BJ, Sazinsky SL, Lippow SM, Wittrup KD. Isolating and engineering human antibodies using yeast surface display. Nat Protoc 2007; 1:755-68. [PMID: 17406305 DOI: 10.1038/nprot.2006.94] [Citation(s) in RCA: 659] [Impact Index Per Article: 38.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This protocol describes the process of isolating and engineering antibodies or proteins for increased affinity and stability using yeast surface display. Single-chain antibody fragments (scFvs) are first isolated from an existing nonimmune human library displayed on the yeast surface using magnetic-activated cell sorting selection followed by selection using flow cytometry. This enriched population is then mutagenized, and successive rounds of random mutagenesis and flow cytometry selection are done to attain desired scFv properties through directed evolution. Labeling strategies for weakly binding scFvs are also described, as well as procedures for characterizing and 'titrating' scFv clones displayed on yeast. The ultimate result of following this protocol is a panel of scFvs with increased stability and affinity for an antigen of interest.
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Affiliation(s)
- Ginger Chao
- Department of Chemical Engineering and Biological Engineering Division, Massachusetts Institute of Technology, 77 Massachusetts Avenue E19-563, Cambridge, Massachusetts 02139, USA
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Gai SA, Wittrup KD. Yeast surface display for protein engineering and characterization. Curr Opin Struct Biol 2007; 17:467-73. [PMID: 17870469 PMCID: PMC4038029 DOI: 10.1016/j.sbi.2007.08.012] [Citation(s) in RCA: 269] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2007] [Revised: 08/03/2007] [Accepted: 08/19/2007] [Indexed: 11/23/2022]
Abstract
Yeast surface display is being employed to engineer desirable properties into proteins for a broad variety of applications. Labeling with soluble ligands enables rapid and quantitative analysis of yeast-displayed libraries by flow cytometry, while cell-surface selections allow screening of libraries with insoluble or even as-yet-uncharacterized binding targets. In parallel, the utilization of yeast surface display for protein characterization, including in particular the mapping of functional epitopes mediating protein–protein interactions, represents a significant recent advance.
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Affiliation(s)
- S Annie Gai
- Department of Chemical Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Room E19-563, Cambridge, MA 02139, USA
| | - K Dane Wittrup
- Department of Chemical Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Room E19-563, Cambridge, MA 02139, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Room E19-563, Cambridge, MA 02139, USA
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