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1.
Nat Immunol ; 25(1): 178-188, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38012416

ABSTRACT

Annotation of immunologic gene function in vivo typically requires the generation of knockout mice, which is time consuming and low throughput. We previously developed CHimeric IMmune Editing (CHIME), a CRISPR-Cas9 bone marrow delivery system for constitutive, ubiquitous deletion of single genes. Here we describe X-CHIME, four new CHIME-based systems for modular and rapid interrogation of gene function combinatorially (C-CHIME), inducibly (I-CHIME), lineage-specifically (L-CHIME) or sequentially (S-CHIME). We use C-CHIME and S-CHIME to assess the consequences of combined deletion of Ptpn1 and Ptpn2, an embryonic lethal gene pair, in adult mice. We find that constitutive deletion of both PTPN1 and PTPN2 leads to bone marrow hypoplasia and lethality, while inducible deletion after immune development leads to enteritis and lethality. These findings demonstrate that X-CHIME can be used for rapid mechanistic evaluation of genes in distinct in vivo contexts and that PTPN1 and PTPN2 have some functional redundancy important for viability in adult mice.


Subject(s)
CRISPR-Cas Systems , Protein Tyrosine Phosphatase, Non-Receptor Type 2 , Mice , Animals , CRISPR-Cas Systems/genetics , Protein Tyrosine Phosphatase, Non-Receptor Type 2/genetics , Mice, Knockout , Immune System , Gene Editing
2.
Nat Immunol ; 23(10): 1495-1506, 2022 10.
Article in English | MEDLINE | ID: mdl-36151395

ABSTRACT

The immune system can eliminate tumors, but checkpoints enable immune escape. Here, we identify immune evasion mechanisms using genome-scale in vivo CRISPR screens across cancer models treated with immune checkpoint blockade (ICB). We identify immune evasion genes and important immune inhibitory checkpoints conserved across cancers, including the non-classical major histocompatibility complex class I (MHC class I) molecule Qa-1b/HLA-E. Surprisingly, loss of tumor interferon-γ (IFNγ) signaling sensitizes many models to immunity. The immune inhibitory effects of tumor IFN sensing are mediated through two mechanisms. First, tumor upregulation of classical MHC class I inhibits natural killer cells. Second, IFN-induced expression of Qa-1b inhibits CD8+ T cells via the NKG2A/CD94 receptor, which is induced by ICB. Finally, we show that strong IFN signatures are associated with poor response to ICB in individuals with renal cell carcinoma or melanoma. This study reveals that IFN-mediated upregulation of classical and non-classical MHC class I inhibitory checkpoints can facilitate immune escape.


Subject(s)
CD8-Positive T-Lymphocytes , Neoplasms , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Histocompatibility Antigens Class I/metabolism , Humans , Immune Checkpoint Inhibitors , Immune Evasion , Interferon-gamma/genetics , Interferon-gamma/metabolism , NK Cell Lectin-Like Receptor Subfamily C
3.
Nat Immunol ; 22(8): 1020-1029, 2021 08.
Article in English | MEDLINE | ID: mdl-34312547

ABSTRACT

T cell exhaustion is an induced state of dysfunction that arises in response to chronic infection and cancer. Exhausted CD8+ T cells acquire a distinct epigenetic state, but it is not known whether that chromatin landscape is fixed or plastic following the resolution of a chronic infection. Here we show that the epigenetic state of exhaustion is largely irreversible, even after curative therapy. Analysis of chromatin accessibility in HCV- and HIV-specific responses identifies a core epigenetic program of exhaustion in CD8+ T cells, which undergoes only limited remodeling before and after resolution of infection. Moreover, canonical features of exhaustion, including super-enhancers near the genes TOX and HIF1A, remain 'epigenetically scarred.' T cell exhaustion is therefore a conserved epigenetic state that becomes fixed and persists independent of chronic antigen stimulation and inflammation. Therapeutic efforts to reverse T cell exhaustion may require new approaches that increase the epigenetic plasticity of exhausted T cells.


Subject(s)
Antigens, Viral/immunology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/pathology , Hepacivirus/immunology , Hepatitis C, Chronic/immunology , Immunologic Memory/immunology , 2-Naphthylamine/therapeutic use , Anilides/therapeutic use , Antiviral Agents/therapeutic use , Chromatin/metabolism , Cyclopropanes/therapeutic use , Epigenesis, Genetic/genetics , Hepacivirus/drug effects , Hepatitis C, Chronic/drug therapy , High Mobility Group Proteins/genetics , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Lactams, Macrocyclic/therapeutic use , Proline/analogs & derivatives , Proline/therapeutic use , Ribavirin/therapeutic use , Ritonavir/therapeutic use , Sulfonamides/therapeutic use , Uracil/analogs & derivatives , Uracil/therapeutic use , Valine/therapeutic use
4.
Nat Immunol ; 22(8): 1030-1041, 2021 08.
Article in English | MEDLINE | ID: mdl-34312544

ABSTRACT

T cell exhaustion is associated with failure to clear chronic infections and malignant cells. Defining the molecular mechanisms of T cell exhaustion and reinvigoration is essential to improving immunotherapeutic modalities. Here we confirmed pervasive phenotypic, functional and transcriptional differences between memory and exhausted antigen-specific CD8+ T cells in human hepatitis C virus (HCV) infection before and after treatment. After viral cure, phenotypic changes in clonally stable exhausted T cell populations suggested differentiation toward a memory-like profile. However, functionally, the cells showed little improvement, and critical transcriptional regulators remained in the exhaustion state. Notably, T cells from chronic HCV infection that were exposed to antigen for less time because of viral escape mutations were functionally and transcriptionally more similar to memory T cells from spontaneously resolved HCV infection. Thus, the duration of T cell stimulation impacts exhaustion recovery, with antigen removal after long-term exhaustion being insufficient for the development of functional T cell memory.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/pathology , Hepacivirus/immunology , Hepatitis C, Chronic/immunology , Immunologic Memory/immunology , Antiviral Agents/therapeutic use , Cell Differentiation/immunology , Epitopes/genetics , Hepatitis C, Chronic/drug therapy , Humans , Phenotype
5.
Nat Immunol ; 20(10): 1335-1347, 2019 10.
Article in English | MEDLINE | ID: mdl-31527834

ABSTRACT

CD8+ T cell exhaustion is a state of dysfunction acquired in chronic viral infection and cancer, characterized by the formation of Slamf6+ progenitor exhausted and Tim-3+ terminally exhausted subpopulations through unknown mechanisms. Here we establish the phosphatase PTPN2 as a new regulator of the differentiation of the terminally exhausted subpopulation that functions by attenuating type 1 interferon signaling. Deletion of Ptpn2 in CD8+ T cells increased the generation, proliferative capacity and cytotoxicity of Tim-3+ cells without altering Slamf6+ numbers during lymphocytic choriomeningitis virus clone 13 infection. Likewise, Ptpn2 deletion in CD8+ T cells enhanced Tim-3+ anti-tumor responses and improved tumor control. Deletion of Ptpn2 throughout the immune system resulted in MC38 tumor clearance and improved programmed cell death-1 checkpoint blockade responses to B16 tumors. Our results indicate that increasing the number of cytotoxic Tim-3+CD8+ T cells can promote effective anti-tumor immunity and implicate PTPN2 in immune cells as an attractive cancer immunotherapy target.


Subject(s)
Adenocarcinoma/immunology , CD8-Positive T-Lymphocytes/physiology , Colonic Neoplasms/immunology , Immunotherapy/methods , Lymphocytic Choriomeningitis/immunology , Lymphocytic choriomeningitis virus/physiology , Lymphoid Progenitor Cells/physiology , Melanoma/immunology , Protein Tyrosine Phosphatase, Non-Receptor Type 2/metabolism , Skin Neoplasms/immunology , Animals , Cellular Senescence , Cytotoxicity, Immunologic , Female , Hepatitis A Virus Cellular Receptor 2/metabolism , Immune Tolerance , Interferon Type I/metabolism , Male , Melanoma, Experimental , Mice , Mice, Inbred C57BL , Mice, Transgenic , Protein Tyrosine Phosphatase, Non-Receptor Type 2/genetics , Signal Transduction , Signaling Lymphocytic Activation Molecule Family/metabolism
6.
Nat Immunol ; 20(12): 1668-1680, 2019 12.
Article in English | MEDLINE | ID: mdl-31636464

ABSTRACT

Lymph node fibroblastic reticular cells (FRCs) respond to signals from activated T cells by releasing nitric oxide, which inhibits T cell proliferation and restricts the size of the expanding T cell pool. Whether interactions with FRCs also support the function or differentiation of activated CD8+ T cells is not known. Here we report that encounters with FRCs enhanced cytokine production and remodeled chromatin accessibility in newly activated CD8+ T cells via interleukin-6. These epigenetic changes facilitated metabolic reprogramming and amplified the activity of pro-survival pathways through differential transcription factor activity. Accordingly, FRC conditioning significantly enhanced the persistence of virus-specific CD8+ T cells in vivo and augmented their differentiation into tissue-resident memory T cells. Our study demonstrates that FRCs play a role beyond restricting T cell expansion-they can also shape the fate and function of CD8+ T cells.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Fibroblasts/physiology , Lymph Nodes/immunology , Animals , Cell Differentiation , Cell Proliferation , Cell Survival , Cells, Cultured , Cellular Reprogramming , Chromatin Assembly and Disassembly , Cytotoxicity, Immunologic , Epigenesis, Genetic , Gene Expression Regulation , Immunologic Memory , Interleukin-6/genetics , Interleukin-6/metabolism , Lymphocyte Activation , Mice , Mice, Inbred C57BL , Mice, Knockout , Nitric Oxide/metabolism
8.
Nat Immunol ; 20(3): 326-336, 2019 03.
Article in English | MEDLINE | ID: mdl-30778252

ABSTRACT

T cell dysfunction is a hallmark of many cancers, but the basis for T cell dysfunction and the mechanisms by which antibody blockade of the inhibitory receptor PD-1 (anti-PD-1) reinvigorates T cells are not fully understood. Here we show that such therapy acts on a specific subpopulation of exhausted CD8+ tumor-infiltrating lymphocytes (TILs). Dysfunctional CD8+ TILs possess canonical epigenetic and transcriptional features of exhaustion that mirror those seen in chronic viral infection. Exhausted CD8+ TILs include a subpopulation of 'progenitor exhausted' cells that retain polyfunctionality, persist long term and differentiate into 'terminally exhausted' TILs. Consequently, progenitor exhausted CD8+ TILs are better able to control tumor growth than are terminally exhausted T cells. Progenitor exhausted TILs can respond to anti-PD-1 therapy, but terminally exhausted TILs cannot. Patients with melanoma who have a higher percentage of progenitor exhausted cells experience a longer duration of response to checkpoint-blockade therapy. Thus, approaches to expand the population of progenitor exhausted CD8+ T cells might be an important component of improving the response to checkpoint blockade.


Subject(s)
Antibodies, Blocking/pharmacology , CD8-Positive T-Lymphocytes/drug effects , Lymphocytes, Tumor-Infiltrating/drug effects , Melanoma, Experimental/prevention & control , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Animals , Antibodies, Blocking/immunology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/virology , Cell Line, Tumor , Female , Humans , Lymphocyte Subsets/drug effects , Lymphocyte Subsets/immunology , Lymphocyte Subsets/virology , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/virology , Lymphocytic Choriomeningitis/immunology , Lymphocytic Choriomeningitis/prevention & control , Lymphocytic Choriomeningitis/virology , Lymphocytic choriomeningitis virus/drug effects , Lymphocytic choriomeningitis virus/immunology , Lymphocytic choriomeningitis virus/physiology , Melanoma, Experimental/immunology , Melanoma, Experimental/virology , Mice, Congenic , Mice, Inbred C57BL , Programmed Cell Death 1 Receptor/immunology , Programmed Cell Death 1 Receptor/metabolism
9.
Mol Cell ; 83(8): 1216-1236.e12, 2023 04 20.
Article in English | MEDLINE | ID: mdl-36944333

ABSTRACT

Highly coordinated changes in gene expression underlie T cell activation and exhaustion. However, the mechanisms by which such programs are regulated and how these may be targeted for therapeutic benefit remain poorly understood. Here, we comprehensively profile the genomic occupancy of mSWI/SNF chromatin remodeling complexes throughout acute and chronic T cell stimulation, finding that stepwise changes in localization over transcription factor binding sites direct site-specific chromatin accessibility and gene activation leading to distinct phenotypes. Notably, perturbation of mSWI/SNF complexes using genetic and clinically relevant chemical strategies enhances the persistence of T cells with attenuated exhaustion hallmarks and increased memory features in vitro and in vivo. Finally, pharmacologic mSWI/SNF inhibition improves CAR-T expansion and results in improved anti-tumor control in vivo. These findings reveal the central role of mSWI/SNF complexes in the coordination of T cell activation and exhaustion and nominate small-molecule-based strategies for the improvement of current immunotherapy protocols.


Subject(s)
Chromatin Assembly and Disassembly , Chromosomal Proteins, Non-Histone , Chromosomal Proteins, Non-Histone/genetics , Chromosomal Proteins, Non-Histone/metabolism , Transcription Factors/metabolism , Chromatin/genetics , Transcriptional Activation
10.
Nat Immunol ; 19(10): 1146, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30143753

ABSTRACT

In the version of this article initially published, two sentences in the seventh paragraph (which begins "To delve more deeply") had incorrect text: the seventh sentence (which begins "Moreover, the decreased") stated "treatment of the mice with a blocking antibody"; the next sentence (which begins "These data") stated "that in turn has important consequences...". The correct text is as follows: "treatment of the cells with a blocking antibody" (in the seventh sentence); and "in turn might have important consequences" (in the next sentence). Also, Fig. 1 included two errors: at the top right, the arrow from c-Maf to NFAT2 should be a dashed line with a 'T' end at the top (not an arrowhead), and the 'T' from NFAT2 to IL-2 below should be a downward arrow. The error has been corrected in the HTML and PDF version of the article.

11.
Nat Immunol ; 19(8): 838-848, 2018 08.
Article in English | MEDLINE | ID: mdl-29988091

ABSTRACT

Foxo transcription factors play an essential role in regulating specialized lymphocyte functions and in maintaining T cell quiescence. Here, we used a system in which Foxo1 transcription-factor activity, which is normally terminated upon cell activation, cannot be silenced, and we show that enforcing Foxo1 activity disrupts homeostasis of CD4 conventional and regulatory T cells. Despite limiting cell metabolism, continued Foxo1 activity is associated with increased activation of the kinase Akt and a cell-intrinsic proliferative advantage; however, survival and cell division are decreased in a competitive setting or growth-factor-limiting conditions. Via control of expression of the transcription factor Myc and the IL-2 receptor ß-chain, termination of Foxo1 signaling couples the increase in cellular cholesterol to biomass accumulation after activation, thereby facilitating immunological synapse formation and mTORC1 activity. These data reveal that Foxo1 regulates the integration of metabolic and mitogenic signals essential for T cell competitive fitness and the coordination of cell growth with cell division.


Subject(s)
CD4-Positive T-Lymphocytes/physiology , Forkhead Box Protein O1/metabolism , T-Lymphocytes, Regulatory/physiology , Animals , Cell Proliferation , Cells, Cultured , Cholesterol/metabolism , Forkhead Box Protein O1/genetics , Gene Expression Profiling , Homeostasis , Immunological Synapses/metabolism , Interleukin-2 Receptor beta Subunit/genetics , Interleukin-2 Receptor beta Subunit/metabolism , Lymphocyte Activation , Mechanistic Target of Rapamycin Complex 1/metabolism , Mice , Mice, Knockout , Proto-Oncogene Proteins c-akt/metabolism , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , Signal Transduction
12.
Immunity ; 54(3): 571-585.e6, 2021 03 09.
Article in English | MEDLINE | ID: mdl-33497609

ABSTRACT

CRISPR-Cas9 genome engineering has increased the pace of discovery for immunology and cancer biology, revealing potential therapeutic targets and providing insight into mechanisms underlying resistance to immunotherapy. However, endogenous immune recognition of Cas9 has limited the applicability of CRISPR technologies in vivo. Here, we characterized immune responses against Cas9 and other expressed CRISPR vector components that cause antigen-specific tumor rejection in several mouse cancer models. To avoid unwanted immune recognition, we designed a lentiviral vector system that allowed selective CRISPR antigen removal (SCAR) from tumor cells. The SCAR system reversed immune-mediated rejection of CRISPR-modified tumor cells in vivo and enabled high-throughput genetic screens in previously intractable models. A pooled in vivo screen using SCAR in a CRISPR-antigen-sensitive renal cell carcinoma revealed resistance pathways associated with autophagy and major histocompatibility complex class I (MHC class I) expression. Thus, SCAR presents a resource that enables CRISPR-based studies of tumor-immune interactions and prevents unwanted immune recognition of genetically engineered cells, with implications for clinical applications.


Subject(s)
Carcinoma, Renal Cell/immunology , Genetic Testing/methods , Genetic Vectors/genetics , Immunotherapy/methods , Kidney Neoplasms/immunology , Killer Cells, Natural/immunology , Lentivirus/genetics , Animals , Antigen Presentation , Autophagy , Carcinoma, Renal Cell/therapy , Cells, Cultured , Clustered Regularly Interspaced Short Palindromic Repeats , Genetic Engineering , Histocompatibility Antigens Class I/metabolism , Kidney Neoplasms/therapy , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Molecular Targeted Therapy
13.
Nat Immunol ; 18(2): 184-195, 2017 02.
Article in English | MEDLINE | ID: mdl-27992400

ABSTRACT

Invariant natural killer T cells (iNKT cells) are innate-like lymphocytes that protect against infection, autoimmune disease and cancer. However, little is known about the epigenetic regulation of iNKT cell development. Here we found that the H3K27me3 histone demethylase UTX was an essential cell-intrinsic factor that controlled an iNKT-cell lineage-specific gene-expression program and epigenetic landscape in a demethylase-activity-dependent manner. UTX-deficient iNKT cells exhibited impaired expression of iNKT cell signature genes due to a decrease in activation-associated H3K4me3 marks and an increase in repressive H3K27me3 marks within the promoters occupied by UTX. We found that JunB regulated iNKT cell development and that the expression of genes that were targets of both JunB and the iNKT cell master transcription factor PLZF was UTX dependent. We identified iNKT cell super-enhancers and demonstrated that UTX-mediated regulation of super-enhancer accessibility was a key mechanism for commitment to the iNKT cell lineage. Our findings reveal how UTX regulates the development of iNKT cells through multiple epigenetic mechanisms.


Subject(s)
Cell Differentiation , Epigenesis, Genetic , Gene Expression Regulation , Histone Demethylases/metabolism , Natural Killer T-Cells/physiology , Animals , Cell Lineage , Cells, Cultured , Enhancer Elements, Genetic/genetics , Histone Demethylases/genetics , Immunity, Innate/genetics , Kruppel-Like Transcription Factors/genetics , Kruppel-Like Transcription Factors/metabolism , Mice , Mice, Inbred C57BL , Organ Specificity , Promoter Regions, Genetic/genetics , Promyelocytic Leukemia Zinc Finger Protein , Transcription Factors/genetics , Transcription Factors/metabolism
14.
Nat Immunol ; 17(12): 1436-1446, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27695002

ABSTRACT

Follicular regulatory T cells (TFR cells) inhibit follicular helper T cell (TFH cell)-mediated antibody production. The mechanisms by which TFR cells exert their key immunoregulatory functions are largely unknown. Here we found that TFR cells induced a distinct suppressive state in TFH cells and B cells, in which effector transcriptional signatures were maintained but key effector molecules and metabolic pathways were suppressed. The suppression of B cell antibody production and metabolism by TFR cells was durable and persisted even in the absence of TFR cells. This durable suppression was due in part to epigenetic changes. The cytokine IL-21 was able to overcome TFR cell-mediated suppression and inhibited TFR cells and stimulated B cells. By determining mechanisms of TFR cell-mediated suppression, we have identified methods for modulating the function of TFR cells and antibody production.


Subject(s)
B-Lymphocyte Subsets/immunology , Germinal Center/immunology , Immune Tolerance , T-Lymphocytes, Helper-Inducer/immunology , T-Lymphocytes, Regulatory/immunology , Animals , Antibody Formation , Cells, Cultured , Epigenesis, Genetic , Forkhead Transcription Factors/metabolism , Interleukin-21 Receptor alpha Subunit/genetics , Interleukins/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout
15.
Nature ; 595(7866): 309-314, 2021 07.
Article in English | MEDLINE | ID: mdl-33953401

ABSTRACT

Epigenetic dysregulation is a defining feature of tumorigenesis that is implicated in immune escape1,2. Here, to identify factors that modulate the immune sensitivity of cancer cells, we performed in vivo CRISPR-Cas9 screens targeting 936 chromatin regulators in mouse tumour models treated with immune checkpoint blockade. We identified the H3K9 methyltransferase SETDB1 and other members of the HUSH and KAP1 complexes as mediators of immune escape3-5. We also found that amplification of SETDB1 (1q21.3) in human tumours is associated with immune exclusion and resistance to immune checkpoint blockade. SETDB1 represses broad domains, primarily within the open genome compartment. These domains are enriched for transposable elements (TEs) and immune clusters associated with segmental duplication events, a central mechanism of genome evolution6. SETDB1 loss derepresses latent TE-derived regulatory elements, immunostimulatory genes, and TE-encoded retroviral antigens in these regions, and triggers TE-specific cytotoxic T cell responses in vivo. Our study establishes SETDB1 as an epigenetic checkpoint that suppresses tumour-intrinsic immunogenicity, and thus represents a candidate target for immunotherapy.


Subject(s)
Gene Silencing , Histone-Lysine N-Methyltransferase/metabolism , Neoplasms/genetics , Neoplasms/immunology , Animals , Antigens, Viral/immunology , CRISPR-Cas Systems/genetics , Chromatin/genetics , Chromatin/metabolism , DNA Transposable Elements/genetics , Disease Models, Animal , Female , Histocompatibility Antigens Class I/genetics , Histocompatibility Antigens Class I/immunology , Humans , Mice , Neoplasms/drug therapy , Programmed Cell Death 1 Receptor/antagonists & inhibitors , T-Lymphocytes, Cytotoxic/cytology , T-Lymphocytes, Cytotoxic/immunology
16.
Nat Immunol ; 15(4): 373-83, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24584090

ABSTRACT

The transcription factor BATF is required for the differentiation of interleukin 17 (IL-17)-producing helper T cells (TH17 cells) and follicular helper T cells (TFH cells). Here we identified a fundamental role for BATF in regulating the differentiation of effector of CD8(+) T cells. BATF-deficient CD8(+) T cells showed profound defects in effector population expansion and underwent proliferative and metabolic catastrophe early after encountering antigen. BATF, together with the transcription factors IRF4 and Jun proteins, bound to and promoted early expression of genes encoding lineage-specific transcription-factors (T-bet and Blimp-1) and cytokine receptors while paradoxically repressing genes encoding effector molecules (IFN-γ and granzyme B). Thus, BATF amplifies T cell antigen receptor (TCR)-dependent expression of transcription factors and augments the propagation of inflammatory signals but restrains the expression of genes encoding effector molecules. This checkpoint prevents irreversible commitment to an effector fate until a critical threshold of downstream transcriptional activity has been achieved.


Subject(s)
Basic-Leucine Zipper Transcription Factors/metabolism , CD8-Positive T-Lymphocytes/immunology , T-Box Domain Proteins/metabolism , Th17 Cells/immunology , Transcription Factors/metabolism , Animals , Basic-Leucine Zipper Transcription Factors/genetics , Basic-Leucine Zipper Transcription Factors/immunology , Cell Differentiation/genetics , Cell Growth Processes/genetics , Cells, Cultured , Down-Regulation , Granzymes/genetics , Granzymes/metabolism , Interferon Regulatory Factors/metabolism , Interferon-gamma/genetics , Interferon-gamma/metabolism , Lymphocyte Activation/genetics , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Positive Regulatory Domain I-Binding Factor 1 , Proto-Oncogene Proteins c-jun/metabolism , T-Box Domain Proteins/genetics , Transcription Factors/genetics , Transcriptional Activation/genetics
17.
Immunity ; 47(4): 648-663.e8, 2017 10 17.
Article in English | MEDLINE | ID: mdl-29045899

ABSTRACT

Distinct molecular pathways govern the differentiation of CD8+ effector T cells into memory or exhausted T cells during acute and chronic viral infection, but these are not well studied in humans. Here, we employed an integrative systems immunology approach to identify transcriptional commonalities and differences between virus-specific CD8+ T cells from patients with persistent and spontaneously resolving hepatitis C virus (HCV) infection during the acute phase. We observed dysregulation of metabolic processes during early persistent infection that was linked to changes in expression of genes related to nucleosomal regulation of transcription, T cell differentiation, and the inflammatory response and correlated with subject age, sex, and the presence of HCV-specific CD4+ T cell populations. These early changes in HCV-specific CD8+ T cell transcription preceded the overt establishment of T cell exhaustion, making this signature a prime target in the search for the regulatory origins of T cell dysfunction in chronic viral infection.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Hepacivirus/immunology , Hepatitis C, Chronic/immunology , Transcription, Genetic/immunology , Acute Disease , Adaptive Immunity/genetics , Adaptive Immunity/immunology , Adult , Aged , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/metabolism , CD4-Positive T-Lymphocytes/virology , CD8-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/virology , Cluster Analysis , Female , Gene Expression Profiling/methods , Gene Regulatory Networks/immunology , Genetic Variation/immunology , Hepacivirus/physiology , Hepatitis C, Chronic/genetics , Hepatitis C, Chronic/virology , Humans , Lymphocyte Activation/genetics , Lymphocyte Activation/immunology , Male , Middle Aged , Multivariate Analysis , Time Factors , Young Adult
18.
Cell ; 144(2): 296-309, 2011 Jan 21.
Article in English | MEDLINE | ID: mdl-21241896

ABSTRACT

Though many individual transcription factors are known to regulate hematopoietic differentiation, major aspects of the global architecture of hematopoiesis remain unknown. Here, we profiled gene expression in 38 distinct purified populations of human hematopoietic cells and used probabilistic models of gene expression and analysis of cis-elements in gene promoters to decipher the general organization of their regulatory circuitry. We identified modules of highly coexpressed genes, some of which are restricted to a single lineage but most of which are expressed at variable levels across multiple lineages. We found densely interconnected cis-regulatory circuits and a large number of transcription factors that are differentially expressed across hematopoietic states. These findings suggest a more complex regulatory system for hematopoiesis than previously assumed.


Subject(s)
Gene Expression Regulation , Gene Regulatory Networks , Hematopoiesis , Transcription Factors/metabolism , Gene Expression Profiling , Humans
20.
Immunity ; 44(1): 194-206, 2016 Jan 19.
Article in English | MEDLINE | ID: mdl-26795250

ABSTRACT

Gene-expression profiling has become a mainstay in immunology, but subtle changes in gene networks related to biological processes are hard to discern when comparing various datasets. For instance, conservation of the transcriptional response to sepsis in mouse models and human disease remains controversial. To improve transcriptional analysis in immunology, we created ImmuneSigDB: a manually annotated compendium of ∼5,000 gene-sets from diverse cell states, experimental manipulations, and genetic perturbations in immunology. Analysis using ImmuneSigDB identified signatures induced in activated myeloid cells and differentiating lymphocytes that were highly conserved between humans and mice. Sepsis triggered conserved patterns of gene expression in humans and mouse models. However, we also identified species-specific biological processes in the sepsis transcriptional response: although both species upregulated phagocytosis-related genes, a mitosis signature was specific to humans. ImmuneSigDB enables granular analysis of transcriptomic data to improve biological understanding of immune processes of the human and mouse immune systems.


Subject(s)
Databases, Genetic , Inflammation/immunology , Transcriptome , Animals , Humans , Mice , Species Specificity
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