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2.
Nat Med ; 28(4): 724-734, 2022 04.
Article in English | MEDLINE | ID: mdl-35314843

ABSTRACT

Chimeric antigen receptor (CAR) T cells have demonstrated promising efficacy, particularly in hematologic malignancies. One challenge regarding CAR T cells in solid tumors is the immunosuppressive tumor microenvironment (TME), characterized by high levels of multiple inhibitory factors, including transforming growth factor (TGF)-ß. We report results from an in-human phase 1 trial of castration-resistant, prostate cancer-directed CAR T cells armored with a dominant-negative TGF-ß receptor (NCT03089203). Primary endpoints were safety and feasibility, while secondary objectives included assessment of CAR T cell distribution, bioactivity and disease response. All prespecified endpoints were met. Eighteen patients enrolled, and 13 subjects received therapy across four dose levels. Five of the 13 patients developed grade ≥2 cytokine release syndrome (CRS), including one patient who experienced a marked clonal CAR T cell expansion, >98% reduction in prostate-specific antigen (PSA) and death following grade 4 CRS with concurrent sepsis. Acute increases in inflammatory cytokines correlated with manageable high-grade CRS events. Three additional patients achieved a PSA reduction of ≥30%, with CAR T cell failure accompanied by upregulation of multiple TME-localized inhibitory molecules following adoptive cell transfer. CAR T cell kinetics revealed expansion in blood and tumor trafficking. Thus, clinical application of TGF-ß-resistant CAR T cells is feasible and generally safe. Future studies should use superior multipronged approaches against the TME to improve outcomes.


Subject(s)
Prostatic Neoplasms, Castration-Resistant , Receptors, Chimeric Antigen , Humans , Immunotherapy, Adoptive/adverse effects , Immunotherapy, Adoptive/methods , Male , Prostate-Specific Antigen/metabolism , Prostatic Neoplasms, Castration-Resistant/pathology , T-Lymphocytes , Transforming Growth Factor beta/metabolism , Tumor Microenvironment
3.
Nature ; 602(7897): 503-509, 2022 02.
Article in English | MEDLINE | ID: mdl-35110735

ABSTRACT

The adoptive transfer of T lymphocytes reprogrammed to target tumour cells has demonstrated potential for treatment of various cancers1-7. However, little is known about the long-term potential and clonal stability of the infused cells. Here we studied long-lasting CD19-redirected chimeric antigen receptor (CAR) T cells in two patients with chronic lymphocytic leukaemia1-4 who achieved a complete remission in 2010. CAR T cells remained detectable more than ten years after infusion, with sustained remission in both patients. Notably, a highly activated CD4+ population emerged in both patients, dominating the CAR T cell population at the later time points. This transition was reflected in the stabilization of the clonal make-up of CAR T cells with a repertoire dominated by a small number of clones. Single-cell profiling demonstrated that these long-persisting CD4+ CAR T cells exhibited cytotoxic characteristics along with ongoing functional activation and proliferation. In addition, longitudinal profiling revealed a population of gamma delta CAR T cells that prominently expanded in one patient concomitant with CD8+ CAR T cells during the initial response phase. Our identification and characterization of these unexpected CAR T cell populations provide novel insight into the CAR T cell characteristics associated with anti-cancer response and long-term remission in leukaemia.


Subject(s)
CD4-Positive T-Lymphocytes , Immunotherapy, Adoptive , Leukemia , Receptors, Chimeric Antigen , Antigens, CD19/immunology , CD4-Positive T-Lymphocytes/cytology , CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/cytology , CD8-Positive T-Lymphocytes/immunology , Cell Separation , Humans , Leukemia/immunology , Leukemia/therapy , Receptors, Chimeric Antigen/immunology , Time Factors
4.
Mol Ther Nucleic Acids ; 24: 40-53, 2021 Jun 04.
Article in English | MEDLINE | ID: mdl-33738137

ABSTRACT

CRISPR effector proteins introduce double-stranded breaks into the mammalian genome, facilitating gene editing by non-homologous end-joining or homology-directed repair. Unlike the more commonly studied Cas9, the CRISPR effector protein Cas12a/Cpf1 recognizes a T-rich protospacer adjacent motif (PAM) and can process its own CRISPR RNA (crRNA) array, simplifying the use of multiple guide RNAs. We observed that the Cas12a ortholog of Lachnospiraceae bacterium MA2020 (Lb2Cas12a) edited mammalian genes with efficiencies comparable to those of AsCas12a and LbCas12a. Compared to these well-characterized Cas12a orthologs, Lb2Cas12a is smaller and recognizes a narrow set of PAM TTTV. We introduced two mutations into Lb2Cas12a, Q571K and C1003Y, that increased its cleavage efficiency for a range of target sequences beyond those of the commonly used Cas12a orthologs AsCas12a and LbCas12a. In addition to the canonical TTTV PAM, this variant, Lb2-KY, also efficiently cleaved target regions with CTTN PAMs. Finally, we demonstrated that Lb2-KY ribonucleoprotein (RNP) complexes edited two hemoglobin target regions useful for correcting common forms of sickle-cell anemia more efficiently than commercial AsCas12a RNP complexes. Thus, Lb2-KY has distinctive properties useful for modifying a range of clinically relevant targets in the human genome.

5.
J Clin Invest ; 131(3)2021 02 01.
Article in English | MEDLINE | ID: mdl-33301425

ABSTRACT

Clonal expansion of infected CD4+ T cells is a major mechanism of HIV-1 persistence and a barrier to achieving a cure. Potential causes are homeostatic proliferation, effects of HIV-1 integration, and interaction with antigens. Here, we show that it is possible to link antigen responsiveness, the full proviral sequence, the integration site, and the T cell receptor ß-chain (TCRß) sequence to examine the role of recurrent antigenic exposure in maintaining the HIV-1 reservoir. We isolated CMV- and Gag-responding CD4+ T cells from 10 treated individuals. Proviral populations in CMV-responding cells were dominated by large clones, including clones harboring replication-competent proviruses. TCRß repertoires showed high clonality driven by converging adaptive responses. Although some proviruses were in genes linked to HIV-1 persistence (BACH2, STAT5B, MKL1), the proliferation of infected cells under antigenic stimulation occurred regardless of the site of integration. Paired TCRß and integration site analysis showed that infection could occur early or late in the course of a clone's response to antigen and could generate infected cell populations too large to be explained solely by homeostatic proliferation. Together, these findings implicate antigen-driven clonal selection as a major factor in HIV-1 persistence, a finding that will be a difficult challenge to eradication efforts.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , Clonal Selection, Antigen-Mediated , HIV Infections/immunology , HIV-1/physiology , Virus Integration/immunology , Virus Latency/immunology , Adult , CD4-Positive T-Lymphocytes/pathology , Female , HIV Infections/therapy , Humans , Male , gag Gene Products, Human Immunodeficiency Virus/immunology
6.
Methods Mol Biol ; 2189: 71-80, 2021.
Article in English | MEDLINE | ID: mdl-33180294

ABSTRACT

With the advent of genome editing technologies, scientists have recognized that these technologies can be prone to nonspecific or off-target activity. As many areas of the genome are sensitive and can give rise to abnormalities if mutated, it is imperative that scientists identify regions of off-target activity in order to utilize these new technologies for medical benefits. GUIDE-seq and iGUIDE both use an oligo-based marker method to identify regions of DNA double-strand breaks in an unbiased manner. The repeated observation of these double-strand breaks across the genome in comparison with target sequences (such as guide RNAs) has allowed researchers to identify on- and off-target sites related to their targeted-nuclease technologies.


Subject(s)
CRISPR-Cas Systems , Gene Editing , RNA, Guide, Kinetoplastida/genetics , Sequence Analysis, DNA , DNA Breaks, Double-Stranded , Humans
7.
JCI Insight ; 5(20)2020 10 15.
Article in English | MEDLINE | ID: mdl-32970634

ABSTRACT

The integration of HIV DNA into the host genome contributes to lifelong infection in most individuals. Few studies have examined integration in lymphoid tissue, where HIV predominantly persists before and after antiretroviral treatment (ART). Of particular interest is whether integration site distributions differ between infection stages with paired blood and tissue comparisons. Here, we profiled HIV integration site distributions in sorted memory, tissue-resident, and/or follicular helper CD4+ T cell subsets from paired blood and lymphoid tissue samples from acute, chronic, and ART-treated individuals. We observed minor differences in the frequency of nonintronic and nondistal intergenic sites, varying with tissue and residency phenotypes during ART. Genomic and epigenetic annotations were generally similar. Clonal expansion of cells marked by identical integration sites was detected, with increased detection in chronic and ART-treated individuals. However, overlap between or within CD4+ T cell subsets or tissue compartments was only observed in 8 unique sites of the 3540 sites studied. Together, these findings suggest that shared integration sites between blood and tissue may, depending on the tissue site, be the exception rather than the rule and indicate that additional studies are necessary to fully understand the heterogeneity of tissue-sequestered HIV reservoirs.


Subject(s)
DNA, Viral/genetics , HIV Infections/genetics , Host-Pathogen Interactions/genetics , Virus Integration/genetics , Adult , Anti-Retroviral Agents/administration & dosage , CD4-Positive T-Lymphocytes/virology , Genome, Human/drug effects , HIV Infections/drug therapy , HIV Infections/pathology , HIV Infections/virology , HIV-1/genetics , HIV-1/pathogenicity , Humans , Lymphoid Tissue/virology , Male , T-Lymphocyte Subsets/virology , Viral Load/genetics , Young Adult
8.
Science ; 367(6481)2020 02 28.
Article in English | MEDLINE | ID: mdl-32029687

ABSTRACT

CRISPR-Cas9 gene editing provides a powerful tool to enhance the natural ability of human T cells to fight cancer. We report a first-in-human phase 1 clinical trial to test the safety and feasibility of multiplex CRISPR-Cas9 editing to engineer T cells in three patients with refractory cancer. Two genes encoding the endogenous T cell receptor (TCR) chains, TCRα (TRAC) and TCRß (TRBC), were deleted in T cells to reduce TCR mispairing and to enhance the expression of a synthetic, cancer-specific TCR transgene (NY-ESO-1). Removal of a third gene encoding programmed cell death protein 1 (PD-1; PDCD1), was performed to improve antitumor immunity. Adoptive transfer of engineered T cells into patients resulted in durable engraftment with edits at all three genomic loci. Although chromosomal translocations were detected, the frequency decreased over time. Modified T cells persisted for up to 9 months, suggesting that immunogenicity is minimal under these conditions and demonstrating the feasibility of CRISPR gene editing for cancer immunotherapy.


Subject(s)
Adoptive Transfer , CRISPR-Cas Systems , Gene Editing , Receptors, Antigen, T-Cell, alpha-beta/genetics , T-Lymphocytes/immunology , T-Lymphocytes/transplantation , Aged , CRISPR-Associated Protein 9 , Cell Engineering , Female , Humans , Male , Middle Aged , Programmed Cell Death 1 Receptor/genetics , Transgenes
9.
Blood ; 135(15): 1219-1231, 2020 04 09.
Article in English | MEDLINE | ID: mdl-32040546

ABSTRACT

In gene therapy with human hematopoietic stem and progenitor cells (HSPCs), each gene-corrected cell and its progeny are marked in a unique way by the integrating vector. This feature enables lineages to be tracked by sampling blood cells and using DNA sequencing to identify the vector integration sites. Here, we studied 5 cell lineages (granulocytes, monocytes, T cells, B cells, and natural killer cells) in patients having undergone HSPC gene therapy for Wiskott-Aldrich syndrome or ß hemoglobinopathies. We found that the estimated minimum number of active, repopulating HSPCs (which ranged from 2000 to 50 000) was correlated with the number of HSPCs per kilogram infused. We sought to quantify the lineage output and dynamics of gene-modified clones; this is usually challenging because of sparse sampling of the various cell types during the analytical procedure, contamination during cell isolation, and different levels of vector marking in the various lineages. We therefore measured the residual contamination and corrected our statistical models accordingly to provide a rigorous analysis of the HSPC lineage output. A cluster analysis of the HSPC lineage output highlighted the existence of several stable, distinct differentiation programs, including myeloid-dominant, lymphoid-dominant, and balanced cell subsets. Our study evidenced the heterogeneous nature of the cell lineage output from HSPCs and provided methods for analyzing these complex data.


Subject(s)
Clone Cells/cytology , Genetic Therapy , Hematopoietic Stem Cell Transplantation , Hematopoietic Stem Cells/cytology , Hemoglobinopathies/therapy , Wiskott-Aldrich Syndrome/therapy , Cell Differentiation , Cell Tracking , Clone Cells/metabolism , Gene Transfer Techniques , Genetic Therapy/methods , Genetic Vectors/genetics , Hematopoietic Stem Cell Transplantation/methods , Hematopoietic Stem Cells/metabolism , Hemoglobinopathies/genetics , Humans , Wiskott-Aldrich Syndrome/genetics
10.
J Clin Invest ; 130(2): 673-685, 2020 02 03.
Article in English | MEDLINE | ID: mdl-31845905

ABSTRACT

Chimeric antigen receptor-engineered T cells targeting CD19 (CART19) provide an effective treatment for pediatric acute lymphoblastic leukemia but are less effective for chronic lymphocytic leukemia (CLL), focusing attention on improving efficacy. CART19 harbor an engineered receptor, which is delivered through lentiviral vector integration, thereby marking cell lineages and modifying the cellular genome by insertional mutagenesis. We recently reported that vector integration within the host TET2 gene was associated with CLL remission. Here, we investigated clonal population structure and therapeutic outcomes in another 39 patients by high-throughput sequencing of vector-integration sites. Genes at integration sites enriched in responders were commonly found in cell-signaling and chromatin modification pathways, suggesting that insertional mutagenesis in these genes promoted therapeutic T cell proliferation. We also developed a multivariate model based on integration-site distributions and found that data from preinfusion products forecasted response in CLL successfully in discovery and validation cohorts and, in day 28 samples, reported responders to CLL therapy with high accuracy. These data clarify how insertional mutagenesis can modulate cell proliferation in CART19 therapy and how data on integration-site distributions can be linked to treatment outcomes.


Subject(s)
Antigens, CD19/immunology , Genetic Vectors , Immunotherapy, Adoptive , Leukemia, Lymphocytic, Chronic, B-Cell , Receptors, Antigen, T-Cell , Antigens, CD19/genetics , Female , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , Leukemia, Lymphocytic, Chronic, B-Cell/immunology , Leukemia, Lymphocytic, Chronic, B-Cell/pathology , Leukemia, Lymphocytic, Chronic, B-Cell/therapy , Male , Receptors, Antigen, T-Cell/genetics , Receptors, Antigen, T-Cell/immunology
11.
Retrovirology ; 16(1): 8, 2019 04 02.
Article in English | MEDLINE | ID: mdl-30940165

ABSTRACT

BACKGROUND: Persistence of latent, replication-competent provirus is the main impediment towards the cure of HIV infection. One of the critical questions concerning HIV latency is the role of integration site selection in HIV expression. Inhibition of the interaction between HIV integrase and its chromatin tethering cofactor LEDGF/p75 is known to reduce integration and to retarget residual provirus to regions resistant to reactivation. LEDGINs, small molecule inhibitors of the interaction between HIV integrase and LEDGF/p75, provide an interesting tool to study the underlying mechanisms. During early infection, LEDGINs block the interaction with LEDGF/p75 and allosterically inhibit the catalytic activity of IN (i.e. the early effect). When present during virus production, LEDGINs interfere with proper maturation due to enhanced IN oligomerization in the progeny virions (i.e. the late effect). RESULTS: We studied the effect of LEDGINs present during virus production on the transcriptional state of the residual virus. Infection of cells with viruses produced in the presence of LEDGINs resulted in a residual reservoir that was refractory to activation. Integration of residual provirus was less favored near epigenetic markers associated with active transcription. However, integration near H3K36me3 and active genes, both targeted by LEDGF/p75, was not affected. Also in primary cells, LEDGIN treatment induced a reservoir resistant to activation due to a combined early and late effect. CONCLUSION: LEDGINs present a research tool to study the link between integration and transcription, an essential question in retrovirology. LEDGIN treatment during virus production altered integration of residual provirus in a LEDGF/p75-independent manner, resulting in a reservoir that is refractory to activation.


Subject(s)
Adaptor Proteins, Signal Transducing/genetics , HIV-1/physiology , Transcription Factors/genetics , Virus Integration , Virus Latency , Virus Replication , Cell Line , Cells, Cultured , HIV Integrase/genetics , HIV-1/genetics , Humans , Leukocytes, Mononuclear/virology , Protein Binding , Proviruses/physiology , Virus Activation
12.
Nature ; 566(7742): 120-125, 2019 02.
Article in English | MEDLINE | ID: mdl-30700913

ABSTRACT

A stable latent reservoir for HIV-1 in resting CD4+ T cells is the principal barrier to a cure1-3. Curative strategies that target the reservoir are being tested4,5 and require accurate, scalable reservoir assays. The reservoir was defined with quantitative viral outgrowth assays for cells that release infectious virus after one round of T cell activation1. However, these quantitative outgrowth assays and newer assays for cells that produce viral RNA after activation6 may underestimate the reservoir size because one round of activation does not induce all proviruses7. Many studies rely on simple assays based on polymerase chain reaction to detect proviral DNA regardless of transcriptional status, but the clinical relevance of these assays is unclear, as the vast majority of proviruses are defective7-9. Here we describe a more accurate method of measuring the HIV-1 reservoir that separately quantifies intact and defective proviruses. We show that the dynamics of cells that carry intact and defective proviruses are different in vitro and in vivo. These findings have implications for targeting the intact proviruses that are a barrier to curing HIV infection.


Subject(s)
CD4-Positive T-Lymphocytes/virology , Carrier State/virology , Defective Viruses/isolation & purification , HIV Infections/virology , HIV-1/isolation & purification , Proviruses/isolation & purification , Virus Latency , CD4-Positive T-Lymphocytes/cytology , Carrier State/therapy , Cell Line , DNA, Viral/analysis , DNA, Viral/genetics , Defective Viruses/genetics , Defective Viruses/physiology , HIV Infections/therapy , HIV-1/genetics , HIV-1/physiology , Humans , Lymphocyte Activation , Polymerase Chain Reaction , Proviruses/genetics , Proviruses/physiology
13.
Genome Biol ; 20(1): 14, 2019 01 17.
Article in English | MEDLINE | ID: mdl-30654827

ABSTRACT

Genome engineering methods have advanced greatly with the development of programmable nucleases, but methods for quantifying on- and off-target cleavage sites and associated deletions remain nascent. Here, we report an improvement of the GUIDE-seq method, iGUIDE, which allows filtering of mispriming events to clarify the true cleavage signal. Using iGUIDE, we specify the locations of Cas9-guided cleavage for four guide RNAs, characterize associated deletions, and show that naturally occurring background DNA double-strand breaks are associated with open chromatin, gene dense regions, and chromosomal fragile sites. iGUIDE is available from https://github.com/cnobles/iGUIDE .


Subject(s)
Genetic Engineering/methods , Software , Clustered Regularly Interspaced Short Palindromic Repeats
14.
Nat Med ; 24(10): 1499-1503, 2018 10.
Article in English | MEDLINE | ID: mdl-30275568

ABSTRACT

We report a patient relapsing 9 months after CD19-targeted CAR T cell (CTL019) infusion with CD19- leukemia that aberrantly expressed the anti-CD19 CAR. The CAR gene was unintentionally introduced into a single leukemic B cell during T cell manufacturing, and its product bound in cis to the CD19 epitope on the surface of leukemic cells, masking it from recognition by and conferring resistance to CTL019.


Subject(s)
Antigens, CD19/immunology , Drug Resistance, Neoplasm/immunology , Epitopes/immunology , Leukemia/drug therapy , Adult , Antigens, CD19/therapeutic use , B-Lymphocytes/immunology , Cell- and Tissue-Based Therapy , Humans , Leukemia/immunology , Leukemia/pathology , Male , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/therapeutic use , Receptors, Chimeric Antigen , T-Lymphocytes/immunology , Young Adult
15.
JCI Insight ; 3(18)2018 09 20.
Article in English | MEDLINE | ID: mdl-30232278

ABSTRACT

Clonal expansion of T cells harboring replication-competent virus has recently been demonstrated in patients on suppressive antiretroviral therapy (ART) regimens. However, there has not been direct evidence of this phenomenon in settings of natural control, including in posttreatment controllers who maintain control of viral replication after treatment when ART is discontinued. We present a case of an individual who has had undetectable viral loads for more than 15 years following the cessation of ART. Using near-full-genome sequence analysis, we demonstrate that 9 of 12 replication-competent isolates cultured from this subject were identical and that this identity was maintained 6 months later. A similar pattern of replication-competent virus clonality was seen in a treatment-naive HLA-B*57 elite controller. In both cases, we show that CD8+ T cells are capable of suppressing the replication of the clonally expanded viruses in vitro. Our data suggest that, while clonal expansion of replication-competent virus can present a barrier to viral eradication, these viral isolates remain susceptible to HIV-specific immune responses and can be controlled in patients with long-term suppression of viral replication.


Subject(s)
HIV Infections/immunology , HIV Long-Term Survivors , HIV-1/genetics , Virus Replication , AIDS Vaccines , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/virology , CD8-Positive T-Lymphocytes/immunology , Epitopes/immunology , Epitopes, T-Lymphocyte/genetics , Epitopes, T-Lymphocyte/immunology , HIV Infections/therapy , HIV Infections/virology , HLA-B Antigens , Humans , Time Factors , Viral Load , gag Gene Products, Human Immunodeficiency Virus , nef Gene Products, Human Immunodeficiency Virus
16.
Nature ; 558(7709): 307-312, 2018 06.
Article in English | MEDLINE | ID: mdl-29849141

ABSTRACT

Cancer immunotherapy based on genetically redirecting T cells has been used successfully to treat B cell malignancies1-3. In this strategy, the T cell genome is modified by integration of viral vectors or transposons encoding chimaeric antigen receptors (CARs) that direct tumour cell killing. However, this approach is often limited by the extent of expansion and persistence of CAR T cells4,5. Here we report mechanistic insights from studies of a patient with chronic lymphocytic leukaemia treated with CAR T cells targeting the CD19 protein. Following infusion of CAR T cells, anti-tumour activity was evident in the peripheral blood, lymph nodes and bone marrow; this activity was accompanied by complete remission. Unexpectedly, at the peak of the response, 94% of CAR T cells originated from a single clone in which lentiviral vector-mediated insertion of the CAR transgene disrupted the methylcytosine dioxygenase TET2 gene. Further analysis revealed a hypomorphic mutation in this patient's second TET2 allele. TET2-disrupted CAR T cells exhibited an epigenetic profile consistent with altered T cell differentiation and, at the peak of expansion, displayed a central memory phenotype. Experimental knockdown of TET2 recapitulated the potency-enhancing effect of TET2 dysfunction in this patient's CAR T cells. These findings suggest that the progeny of a single CAR T cell induced leukaemia remission and that TET2 modification may be useful for improving immunotherapies.


Subject(s)
5-Methylcytosine/metabolism , Antigens, CD19/immunology , Dioxygenases/genetics , Immunotherapy/methods , Leukemia, Lymphocytic, Chronic, B-Cell/immunology , Leukemia, Lymphocytic, Chronic, B-Cell/therapy , T-Lymphocytes/immunology , T-Lymphocytes/transplantation , Adoptive Transfer , Aged , Alleles , Cell Differentiation , Clinical Trials as Topic , Clone Cells/cytology , Clone Cells/immunology , Dioxygenases/metabolism , Epigenesis, Genetic , HEK293 Cells , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , Leukemia, Lymphocytic, Chronic, B-Cell/pathology , Male , Mutation , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , T-Lymphocytes/cytology , T-Lymphocytes/metabolism , Transgenes
17.
Mol Ther Methods Clin Dev ; 4: 17-26, 2017 Mar 17.
Article in English | MEDLINE | ID: mdl-28344988

ABSTRACT

Analysis of sites of newly integrated DNA in cellular genomes is important to several fields, but methods for analyzing and visualizing these datasets are still under development. Here, we describe tools for data analysis and visualization that take as input integration site data from our INSPIIRED pipeline. Paired-end sequencing allows inference of the numbers of transduced cells as well as the distributions of integration sites in target genomes. We present interactive heatmaps that allow comparison of distributions of integration sites to genomic features and that support numerous user-defined statistical tests. To summarize integration site data from human gene therapy samples, we developed a reproducible report format that catalogs sample population structure, longitudinal dynamics, and integration frequency near cancer-associated genes. We also introduce a novel summary statistic, the UC50 (unique cell progenitors contributing the most expanded 50% of progeny cell clones), which provides a single number summarizing possible clonal expansion. Using these tools, we characterize ongoing longitudinal characterization of a patient from the first trial to treat severe combined immunodeficiency-X1 (SCID-X1), showing successful reconstitution for 15 years accompanied by persistence of a cell clone with an integration site near the cancer-associated gene CCND2. Software is available at https://github.com/BushmanLab/INSPIIRED.

18.
Mol Ther Methods Clin Dev ; 4: 39-49, 2017 Mar 17.
Article in English | MEDLINE | ID: mdl-28344990

ABSTRACT

Integration of new DNA into cellular genomes mediates replication of retroviruses and transposons; integration reactions have also been adapted for use in human gene therapy. Tracking the distributions of integration sites is important to characterize populations of transduced cells and to monitor potential outgrow of pathogenic cell clones. Here, we describe a pipeline for quantitative analysis of integration site distributions named INSPIIRED (integration site pipeline for paired-end reads). We describe optimized biochemical steps for site isolation using Illumina paired-end sequencing, including new technology for suppressing recovery of unwanted contaminants, then software for alignment, quality control, and management of integration site sequences. During library preparation, DNAs are broken by sonication, so that after ligation-mediated PCR the number of ligation junction sites can be used to infer abundance of gene-modified cells. We generated integration sites of known positions in silico, and we describe optimization of sample processing parameters refined by comparison to truth. We also present a novel graph-theory-based method for quantifying integration sites in repeated sequences, and we characterize the consequences using synthetic and experimental data. In an accompanying paper, we describe an additional set of statistical tools for data analysis and visualization. Software is available at https://github.com/BushmanLab/INSPIIRED.

19.
J Microbiol Methods ; 118: 7-17, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26253803

ABSTRACT

Bacterial pathogens acquire host iron to power cellular processes and replication. Heme, an iron-containing cofactor bound to hemoglobin, is scavenged by bacterial proteins to attain iron. Methods to measure intracellular heme are laborious, involve complex chemistry, or require radioactivity. Such drawbacks limit the study of the mechanistic steps of heme transport and breakdown. Hypothesizing heme homeostasis could be measured with fluorescent methods, we coupled the conversion of heme to biliverdin IXα (a product of heme catabolism) by heme oxygenase 1 (HO1) with the production of near-infrared light upon binding this verdin by infrared fluorescent protein (IFP1.4). The resultant heme sensor, IFP-HO1, was fluorescent in pathogenic E. coli exposed to heme but not in the absence of the heme transporter ChuA and membrane coupling protein TonB, thereby validating their long-standing proposed role in heme uptake. Fluorescence was abolished in a strain lacking hemE, the central gene in the heme biosynthetic pathway, but stimulated by iron, signifying the sensor reports on intracellular heme production. Finally, an invasive strain of E. coli harboring the sensor was fluorescent during an active infection. This work will allow researchers to expand the molecular toolbox used to study heme and iron acquisition in culture and during infection.


Subject(s)
Biosensing Techniques/methods , Escherichia coli/metabolism , Heme/metabolism , Animals , Biological Transport , Biosynthetic Pathways , Escherichia coli Infections/microbiology , Escherichia coli Infections/pathology , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Fluorescence , Gene Deletion , Mice, Inbred C57BL
20.
ACS Synth Biol ; 4(5): 615-24, 2015 May 15.
Article in English | MEDLINE | ID: mdl-25265085

ABSTRACT

Gene fission can convert monomeric proteins into two-piece catalysts, reporters, and transcription factors for systems and synthetic biology. However, some proteins can be challenging to fragment without disrupting function, such as near-infrared fluorescent protein (IFP). We describe a directed evolution strategy that can overcome this challenge by randomly fragmenting proteins and concomitantly fusing the protein fragments to pairs of proteins or peptides that associate. We used this method to create libraries that express fragmented IFP as fusions to a pair of associating peptides (IAAL-E3 and IAAL-K3) and proteins (CheA and CheY) and screened for fragmented IFP with detectable near-infrared fluorescence. Thirteen novel fragmented IFPs were identified, all of which arose from backbone fission proximal to the interdomain linker. Either the IAAL-E3 and IAAL-K3 peptides or CheA and CheY proteins could assist with IFP fragment complementation, although the IAAL-E3 and IAAL-K3 peptides consistently yielded higher fluorescence. These results demonstrate how random gene fission can be coupled to rational gene fusion to create libraries enriched in fragmented proteins with AND gate logic that is dependent upon a protein-protein interaction, and they suggest that these near-infrared fluorescent protein fragments will be suitable as reporters for pairs of promoters and protein-protein interactions within whole animals.


Subject(s)
Gene Fusion/genetics , Luminescent Proteins/genetics , Protein Interaction Maps/genetics , Fluorescence , Peptides/genetics , Spectroscopy, Near-Infrared/methods
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