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1.
Mol Ther Methods Clin Dev ; 30: 147-160, 2023 Sep 14.
Article in English | MEDLINE | ID: mdl-37448595

ABSTRACT

Adoptive cell therapy of donor-derived, antigen-specific T cells expressing native T cell receptors (TCRs) is a powerful strategy to fight viral infections in immunocompromised patients. Determining the fate of T cells following patient infusion hinges on the ability to track them in vivo. While this is possible by genetic labeling of parent cells, the applicability of this approach has been limited by the non-specificity of the edited T cells. Here, we devised a method for CRISPR-targeted genome integration of a barcoded gene into Epstein-Barr virus-antigen-stimulated T cells and demonstrated its use for exclusively identifying expanded virus-specific cell lineages. Our method facilitated the enrichment of antigen-specific T cells, which then mediated improved cytotoxicity against Epstein-Barr virus-transformed target cells. Single-cell and deep sequencing for lineage tracing revealed the expansion profile of specific T cell clones and their corresponding gene expression signature. This approach has the potential to enhance the traceability and the monitoring capabilities during immunotherapeutic T cell regimens.

2.
Nat Commun ; 13(1): 6555, 2022 11 02.
Article in English | MEDLINE | ID: mdl-36323661

ABSTRACT

Chimeric antigen receptors (CARs) consist of an antigen-binding region fused to intracellular signaling domains, enabling customized T cell responses against targets. Despite their major role in T cell activation, effector function and persistence, only a small set of immune signaling domains have been explored. Here we present speedingCARs, an integrated method for engineering CAR T cells via signaling domain shuffling and pooled functional screening. Leveraging the inherent modularity of natural signaling domains, we generate a library of 180 unique CAR variants genomically integrated into primary human T cells by CRISPR-Cas9. In vitro tumor cell co-culture, followed by single-cell RNA sequencing (scRNA-seq) and single-cell CAR sequencing (scCAR-seq), enables high-throughput screening for identifying several variants with tumor killing properties and T cell phenotypes markedly different from standard CARs. Mapping of the CAR scRNA-seq data onto that of tumor infiltrating lymphocytes further helps guide the selection of variants. These results thus help expand the CAR signaling domain combination space, and supports speedingCARs as a tool for the engineering of CARs for potential therapeutic development.


Subject(s)
Neoplasms , Receptors, Chimeric Antigen , Humans , Receptors, Chimeric Antigen/genetics , T-Lymphocytes , Signal Transduction , Lymphocyte Activation , Receptors, Antigen, T-Cell/genetics
3.
Cell Rep ; 38(3): 110242, 2022 01 18.
Article in English | MEDLINE | ID: mdl-34998467

ABSTRACT

Characterization of COVID-19 antibodies has largely focused on memory B cells; however, it is the antibody-secreting plasma cells that are directly responsible for the production of serum antibodies, which play a critical role in resolving SARS-CoV-2 infection. Little is known about the specificity of plasma cells, largely because plasma cells lack surface antibody expression, thereby complicating their screening. Here, we describe a technology pipeline that integrates single-cell antibody repertoire sequencing and mammalian display to interrogate the specificity of plasma cells from 16 convalescent patients. Single-cell sequencing allows us to profile antibody repertoire features and identify expanded clonal lineages. Mammalian display screening is used to reveal that 43 antibodies (of 132 candidates) derived from expanded plasma cell lineages are specific to SARS-CoV-2 antigens, including antibodies with high affinity to the SARS-CoV-2 receptor-binding domain (RBD) that exhibit potent neutralization and broad binding to the RBD of SARS-CoV-2 variants (of concern/interest).


Subject(s)
Antibodies, Neutralizing/isolation & purification , Plasma Cells/metabolism , SARS-CoV-2/immunology , Single-Cell Analysis/methods , Animals , Antibodies, Viral/isolation & purification , COVID-19/immunology , COVID-19/prevention & control , Cells, Cultured , Cohort Studies , Gene Library , HEK293 Cells , High-Throughput Nucleotide Sequencing/methods , Humans , Mammals , Neutralization Tests , Peptide Library , Plasma Cells/chemistry
4.
Nat Commun ; 12(1): 5754, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34599176

ABSTRACT

Small-molecule responsive protein switches are crucial components to control synthetic cellular activities. However, the repertoire of small-molecule protein switches is insufficient for many applications, including those in the translational spaces, where properties such as safety, immunogenicity, drug half-life, and drug side-effects are critical. Here, we present a computational protein design strategy to repurpose drug-inhibited protein-protein interactions as OFF- and ON-switches. The designed binders and drug-receptors form chemically-disruptable heterodimers (CDH) which dissociate in the presence of small molecules. To design ON-switches, we converted the CDHs into a multi-domain architecture which we refer to as activation by inhibitor release switches (AIR) that incorporate a rationally designed drug-insensitive receptor protein. CDHs and AIRs showed excellent performance as drug responsive switches to control combinations of synthetic circuits in mammalian cells. This approach effectively expands the chemical space and logic responses in living cells and provides a blueprint to develop new ON- and OFF-switches.


Subject(s)
Computer-Aided Design , Receptors, Drug/metabolism , Synthetic Biology/methods , HEK293 Cells , Humans , Protein Multimerization/drug effects , Receptors, Drug/agonists , Receptors, Drug/antagonists & inhibitors
5.
Trends Biotechnol ; 39(12): 1308-1320, 2021 12.
Article in English | MEDLINE | ID: mdl-33832782

ABSTRACT

Chimeric antigen receptor (CAR)-T cell therapies against cancer continue to make inroads in the clinic. However, progress is still hindered by subpar efficacy against many tumors. Gaining a better understanding of CAR-induced T cell activation would help identify and remediate the causes of treatment failure. Increasingly, technologies to analyze the transcriptome are used to molecularly profile the behavior of CAR-T cells, both before and after treatment. Here, we describe recent work on how gene expression signatures, especially those obtained from single-cell RNA sequencing (scRNA-seq), can be used to characterize CAR design, production conditions, therapy combinations, and finally disease outcome. In the future, scRNA-seq could become a standard tool for the development and clinical monitoring of CAR-T cell therapies.


Subject(s)
Neoplasms , RNA-Seq , Receptors, Chimeric Antigen , Single-Cell Analysis , Humans , Immunotherapy, Adoptive , Monitoring, Physiologic/methods , Neoplasms/genetics , Neoplasms/therapy , RNA-Seq/methods , Receptors, Chimeric Antigen/genetics , Receptors, Chimeric Antigen/metabolism , T-Lymphocytes , Transcriptome
6.
Mol Ther ; 28(12): 2564-2576, 2020 12 02.
Article in English | MEDLINE | ID: mdl-32827460

ABSTRACT

In recent years, chimeric antigen receptor (CAR) T cell cancer immunotherapies have advanced substantially in the clinic. However, challenges related to safety persist; one major concern occurs when CARs trigger a response to antigen present on healthy cells (on-target, off-tumor response). A strategy to ameliorate this relies on the complex relationship between receptor affinity and signaling, such that one can engineer a CAR that is only activated by tumor cells expressing high antigen levels. Here, we developed a CAR T cell display platform with stable genomic expression and rapid functional screening based on interleukin-2 signaling. Starting with a CAR with high affinity toward its target antigen, we combined CRISPR-Cas9 genome editing and deep mutational scanning to generate a library of antigen-binding domain variants. This library was subjected to multiple rounds of selection based on either antigen binding or cell signaling. Deep sequencing of the resulting libraries and a comparative analysis revealed the enrichment and depletion of specific variants from which we selected CARs that were selectively activated by tumor cells based on antigen expression levels. Our platform demonstrates how directed evolution based on functional screening and deep sequencing-guided selection can be combined to enhance the selectivity and safety of CARs.


Subject(s)
Antigens, Neoplasm/immunology , Breast Neoplasms/immunology , Cell Engineering/methods , Immunotherapy, Adoptive/methods , Receptor, ErbB-2/immunology , Receptors, Antigen, T-Cell, alpha-beta/genetics , Receptors, Antigen, T-Cell, alpha-beta/immunology , Receptors, Chimeric Antigen/genetics , Receptors, Chimeric Antigen/immunology , Animals , Antibody Affinity , Antigens, Neoplasm/metabolism , Breast Neoplasms/pathology , CRISPR-Cas Systems , Coculture Techniques , Female , Gene Editing/methods , HEK293 Cells , High-Throughput Nucleotide Sequencing/methods , Humans , Interleukin-2/genetics , Interleukin-2/metabolism , MCF-7 Cells , Mice , Receptor, ErbB-2/metabolism , Receptors, Antigen, T-Cell, alpha-beta/metabolism , Receptors, Chimeric Antigen/metabolism , Single-Chain Antibodies/immunology
7.
Sci Rep ; 7(1): 16012, 2017 11 22.
Article in English | MEDLINE | ID: mdl-29167562

ABSTRACT

G protein-coupled receptors (GPCRs) must discriminate between hundreds of related signal molecules. In order to better understand how GPCR specificity can arise from a common promiscuous ancestor, we used laboratory evolution to invert the specificity of the Saccharomyces cerevisiae mating receptor Ste2. This GPCR normally responds weakly to the pheromone of the related species Kluyveromyces lactis, though we previously showed that mutation N216S is sufficient to make this receptor promiscuous. Here, we found that three additional substitutions, A265T, Y266F and P290Q, can act together to confer a novel specificity for K. lactis pheromone. Unlike wild-type Ste2, this new variant does not rely on differences in binding affinity to discriminate against its non-preferred ligand. Instead, the mutation P290Q is critical for suppressing the efficacy of the native pheromone. These two alternative methods of ligand discrimination were mapped to specific amino acid positions on the peptide pheromones. Our work demonstrates that changes in ligand efficacy can drive changes in GPCR specificity, thus obviating the need for extensive binding pocket re-modeling.


Subject(s)
Receptors, G-Protein-Coupled/metabolism , Kluyveromyces/genetics , Kluyveromyces/metabolism , Mutation , Receptors, G-Protein-Coupled/genetics , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism
8.
Methods Mol Biol ; 1596: 321-337, 2017.
Article in English | MEDLINE | ID: mdl-28293896

ABSTRACT

The ability to sense and process cues about changing environments is fundamental to life. Cells have evolved elaborate signaling pathways in order to respond to both internal and external stimuli appropriately. These pathways combine protein receptors, signal transducers, and effector genes in highly connected networks. The numerous interactions found between signaling proteins are essential to maintain strict regulation and produce a suitable cellular response. As a result, a signaling protein's activity in isolation can differ greatly from its activity in a native context. This is an important consideration when studying or engineering signaling pathways. Fortunately, the difficulty of studying network interactions is fading thanks to advances in library construction and cell sorting. In this chapter, we describe two methods for generating libraries of mutant proteins that exhibit altered network interactions: whole-gene point mutagenesis and domain shuffling. We then provide a protocol for using fluorescence-activated cell sorting to isolate interesting variants in live cells by focusing on the unicellular eukaryotic model organism Saccharomyces cerevisiae, using as an example recent work that we have done on its G protein-coupled receptor Ste2.


Subject(s)
Signal Transduction/genetics , Cloning, Molecular , Directed Molecular Evolution/methods , Gene Library , Mutagenesis/genetics , Receptors, G-Protein-Coupled/genetics , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/genetics
9.
Nat Commun ; 7: 12344, 2016 08 04.
Article in English | MEDLINE | ID: mdl-27487915

ABSTRACT

All cellular functions depend on the concerted action of multiple proteins organized in complex networks. To understand how selection acts on protein networks, we used the yeast mating receptor Ste2, a pheromone-activated G protein-coupled receptor, as a model system. In Saccharomyces cerevisiae, Ste2 is a hub in a network of interactions controlling both signal transduction and signal suppression. Through laboratory evolution, we obtained 21 mutant receptors sensitive to the pheromone of a related yeast species and investigated the molecular mechanisms behind this newfound sensitivity. While some mutants show enhanced binding affinity to the foreign pheromone, others only display weakened interactions with the network's negative regulators. Importantly, the latter changes have a limited impact on overall pathway regulation, despite their considerable effect on sensitivity. Our results demonstrate that a new receptor-ligand pair can evolve through network-altering mutations independently of receptor-ligand binding, and suggest a potential role for such mutations in disease.


Subject(s)
Evolution, Molecular , Gene Regulatory Networks , Mutation/genetics , Receptors, Mating Factor/genetics , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae/genetics , GTPase-Activating Proteins/metabolism , Gene Regulatory Networks/drug effects , Ligands , Mitogen-Activated Protein Kinases/metabolism , Models, Biological , Pheromones/pharmacology , Phosphorylation/drug effects , Protein Binding/drug effects , Receptors, Mating Factor/metabolism , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae Proteins/metabolism
10.
J Exp Zool B Mol Dev Evol ; 322(2): 65-72, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24255009

ABSTRACT

In a seminal paper entitled "Evolution and Tinkering," François Jacob affirmed that: "Novelties come from previously unseen association of old material. To create is to recombine" [Jacob F. (1977) Science 196:1161-1166]. In the 35 years that have passed since Jacob's insight, we have amassed enough data to actually shed light on many of the molecular mechanisms that enable evolution to create novelty by simply recombining what existed already. In this review, we will succinctly discuss the role that the recombination of protein domains has in the evolution of signaling networks, drawing from examples provided by diverse disciplines, including bioinformatics, systems and synthetic biology, and laboratory evolution.


Subject(s)
Biological Evolution , Proteome/physiology , Signal Transduction/physiology , Computational Biology , Directed Molecular Evolution , Proteome/genetics , Signal Transduction/genetics , Systems Biology
11.
Vaccine ; 30(39): 5726-32, 2012 Aug 24.
Article in English | MEDLINE | ID: mdl-22814408

ABSTRACT

Leishmaniasis is a parasitic disease affecting over 12 million individuals worldwide. Current treatments are laborious, expensive, cause severe side effects, and emerging drug resistance has been reported. While vaccination is the most cost-effective means to control infectious diseases there is no human vaccine currently available against Leishmania infections. Lactococcus lactis is a non-pathogenic, non-colonizing Gram-positive lactic acid bacterium commonly used in the dairy industry. Recently, L. lactis was used for the expression and delivery of biologically active molecules, such as antigens and cytokines, in mice and humans. In this study, we report the generation of L. lactis(alr-) strains solely expressing the protective Leishmania antigen, LACK, in the cytoplasm, secreted or anchored to the bacterial cell wall or co-expressing mouse IL-12. We show that oral immunization using live L. lactis, secreting both LACK and IL-12 was the only regimen that partially protected BALB/c mice against subsequent Leishmania major challenge. This highlights the importance of temporal and physical proximity of the delivered antigen and adjuvant for optimal immune priming by oral immunization since co-administration of L. lactis strains independently expressing secLACK and secIL-12 did not induce protective immunity. Protected animals displayed a delay in footpad swelling, which correlated with a significant reduction of parasite burden. Immunization with the L. lactis strain secreting both LACK and IL-12 induced an antigen-specific mucosal immune response and a LACK-specific T(H)1 immune response in splenocytes and mesenteric lymph node cells. Further, protection in immunized animals correlated with a strong Leishmania-specific T(H)1 immune response post-challenge, detectable in splenocytes and lymph node cells draining the site of infection. This report demonstrates the use of L. lactis as an oral live vaccine against L. major infection in susceptible BALB/c mice. The vaccine strains generated in this study provide the basis for the development of an inexpensive and safe oral live vaccine against the human parasite Leishmania.


Subject(s)
Antigens, Protozoan/immunology , Interleukin-12/immunology , Lactococcus lactis , Leishmaniasis, Cutaneous/prevention & control , Protozoan Proteins/immunology , Protozoan Vaccines/immunology , Administration, Oral , Animals , Antibodies, Protozoan/blood , Immunity, Mucosal , Leishmania major , Leishmaniasis, Cutaneous/immunology , Lymph Nodes/cytology , Lymph Nodes/immunology , Mice , Mice, Inbred BALB C , Spleen/cytology , Spleen/immunology , Th2 Cells/immunology
12.
J Med Genet ; 48(8): 540-8, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21659348

ABSTRACT

BACKGROUND: NLRP7 mutations are responsible for recurrent molar pregnancies and associated reproductive wastage. To investigate the role of NLRP7 in sporadic moles and other forms of reproductive wastage, the authors sequenced this gene in a cohort of 135 patients with at least one hydatidiform mole or three spontaneous abortions; 115 of these were new patients. METHODS/RESULTS: All mutations were reviewed and their number, nature and locations correlated with the reproductive outcomes of the patients and histopathology of their products of conception. The presence of NLRP7 mutations was demonstrated in two patients with recurrent spontaneous abortions, and some rare non-synonymous variants (NSVs), present in the general population, were found to be associated with recurrent reproductive wastage. These rare NSVs were shown to be associated with lower secretion of interleukin 1ß and tumour necrosis factor and therefore to have functional consequences similar to those seen in cells from patients with NLRP7 mutations. The authors also attempted to elucidate the cause of stillbirths observed in 13% of the patients with NLRP7 mutations by examining available placentas of the stillborn babies and live births from patients with mutations or rare NSVs. A number of severe to mild placental abnormalities were found, all of which are known risk factors for perinatal morbidity. CONCLUSIONS: The authors recommend close follow-up of patients with NLRP7 mutations and rare NSVs to prevent the death of the rare or reduced number of babies that reach term.


Subject(s)
Abortion, Habitual/genetics , Abortion, Spontaneous/genetics , Adaptor Proteins, Signal Transducing/genetics , Genetic Predisposition to Disease , Mutation/genetics , Reproduction/genetics , Alleles , Case-Control Studies , DNA Mutational Analysis , Female , Genetic Association Studies , Humans , Hydatidiform Mole/genetics , Interleukin-1beta/metabolism , Leukocytes, Mononuclear/metabolism , Mutant Proteins/metabolism , Mutation, Missense/genetics , Perinatal Mortality , Placenta/abnormalities , Placenta/metabolism , Placenta/pathology , Pregnancy , Tumor Necrosis Factor-alpha/metabolism
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