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 EditingABSTRACT
The process of pyroptosis is mediated by inflammasomes and a downstream effector known as gasdermin D (GSDMD). Upon cleavage by inflammasome-associated caspases, the N-terminal domain of GSDMD forms membrane pores that promote cytolysis. Numerous proteins promote GSDMD cleavage, but none are known to be required for pore formation after GSDMD cleavage. Herein, we report a forward genetic screen that identified the Ragulator-Rag complex as being necessary for GSDMD pore formation and pyroptosis in macrophages. Mechanistic analysis revealed that Ragulator-Rag is not required for GSDMD cleavage upon inflammasome activation but rather promotes GSDMD oligomerization in the plasma membrane. Defects in GSDMD oligomerization and pore formation can be rescued by mitochondrial poisons that stimulate reactive oxygen species (ROS) production, and ROS modulation impacts the ability of inflammasome pathways to promote pore formation downstream of GSDMD cleavage. These findings reveal an unexpected link between key regulators of immunity (inflammasome-GSDMD) and metabolism (Ragulator-Rag).
Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Mechanistic Target of Rapamycin Complex 1/metabolism , Monomeric GTP-Binding Proteins/metabolism , Phosphate-Binding Proteins/metabolism , Protein Multimerization , Pyroptosis , Signal Transduction , Amino Acids/metabolism , Animals , Cell Adhesion Molecules, Neuronal/metabolism , Cell Line , Genetic Testing , Humans , Inflammasomes/metabolism , Intracellular Signaling Peptides and Proteins/chemistry , Macrophages/metabolism , Mechanistic Target of Rapamycin Complex 2/metabolism , Mice, Inbred C57BL , Mitochondria/metabolism , NLR Family, Pyrin Domain-Containing 3 Protein/metabolism , Nerve Growth Factors/metabolism , Phosphate-Binding Proteins/chemistry , Protein Domains , RNA, Guide, Kinetoplastida/metabolism , Reactive Oxygen Species/metabolism , TOR Serine-Threonine Kinases/metabolismABSTRACT
Obesity is a major cancer risk factor, but how differences in systemic metabolism change the tumor microenvironment (TME) and impact anti-tumor immunity is not understood. Here, we demonstrate that high-fat diet (HFD)-induced obesity impairs CD8+ T cell function in the murine TME, accelerating tumor growth. We generate a single-cell resolution atlas of cellular metabolism in the TME, detailing how it changes with diet-induced obesity. We find that tumor and CD8+ T cells display distinct metabolic adaptations to obesity. Tumor cells increase fat uptake with HFD, whereas tumor-infiltrating CD8+ T cells do not. These differential adaptations lead to altered fatty acid partitioning in HFD tumors, impairing CD8+ T cell infiltration and function. Blocking metabolic reprogramming by tumor cells in obese mice improves anti-tumor immunity. Analysis of human cancers reveals similar transcriptional changes in CD8+ T cell markers, suggesting interventions that exploit metabolism to improve cancer immunotherapy.
Subject(s)
Immunity , Neoplasms/immunology , Neoplasms/metabolism , Obesity/metabolism , Tumor Microenvironment , Adiposity , Animals , CD8-Positive T-Lymphocytes/immunology , Cell Line, Tumor , Cell Proliferation , Diet, High-Fat , Fatty Acids/metabolism , HEK293 Cells , Humans , Hypoxia-Inducible Factor-Proline Dioxygenases/metabolism , Kinetics , Lymphocytes, Tumor-Infiltrating , Mice, Inbred C57BL , Mice, Knockout , Oxidation-Reduction , Principal Component Analysis , Procollagen-Proline Dioxygenase/metabolism , ProteomicsABSTRACT
Chromatin regulators play a broad role in regulating gene expression and, when gone awry, can lead to cancer. Here, we demonstrate that ablation of the histone demethylase LSD1 in cancer cells increases repetitive element expression, including endogenous retroviral elements (ERVs), and decreases expression of RNA-induced silencing complex (RISC) components. Significantly, this leads to double-stranded RNA (dsRNA) stress and activation of type 1 interferon, which stimulates anti-tumor T cell immunity and restrains tumor growth. Furthermore, LSD1 depletion enhances tumor immunogenicity and T cell infiltration in poorly immunogenic tumors and elicits significant responses of checkpoint blockade-refractory mouse melanoma to anti-PD-1 therapy. Consistently, TCGA data analysis shows an inverse correlation between LSD1 expression and CD8+ T cell infiltration in various human cancers. Our study identifies LSD1 as a potent inhibitor of anti-tumor immunity and responsiveness to immunotherapy and suggests LSD1 inhibition combined with PD-(L)1 blockade as a novel cancer treatment strategy.
Subject(s)
Endogenous Retroviruses/genetics , Histone Demethylases/metabolism , RNA-Induced Silencing Complex/genetics , Animals , Cell Line, Tumor , Chromatin , Combined Modality Therapy , Gene Expression Regulation/genetics , Histone Demethylases/genetics , Humans , Immunity, Cellular , Immunotherapy , Interferon Type I , MCF-7 Cells , Mice , Programmed Cell Death 1 Receptor/genetics , Programmed Cell Death 1 Receptor/metabolism , RNA, Double-Stranded/genetics , T-LymphocytesABSTRACT
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/metabolismABSTRACT
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/metabolismABSTRACT
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
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/metabolismABSTRACT
The gut microbiota is a crucial regulator of anti-tumour immunity during immune checkpoint inhibitor therapy. Several bacteria that promote an anti-tumour response to immune checkpoint inhibitors have been identified in mice1-6. Moreover, transplantation of faecal specimens from responders can improve the efficacy of anti-PD-1 therapy in patients with melanoma7,8. However, the increased efficacy from faecal transplants is variable and how gut bacteria promote anti-tumour immunity remains unclear. Here we show that the gut microbiome downregulates PD-L2 expression and its binding partner repulsive guidance molecule b (RGMb) to promote anti-tumour immunity and identify bacterial species that mediate this effect. PD-L1 and PD-L2 share PD-1 as a binding partner, but PD-L2 can also bind RGMb. We demonstrate that blockade of PD-L2-RGMb interactions can overcome microbiome-dependent resistance to PD-1 pathway inhibitors. Antibody-mediated blockade of the PD-L2-RGMb pathway or conditional deletion of RGMb in T cells combined with an anti-PD-1 or anti-PD-L1 antibody promotes anti-tumour responses in multiple mouse tumour models that do not respond to anti-PD-1 or anti-PD-L1 alone (germ-free mice, antibiotic-treated mice and even mice colonized with stool samples from a patient who did not respond to treatment). These studies identify downregulation of the PD-L2-RGMb pathway as a specific mechanism by which the gut microbiota can promote responses to PD-1 checkpoint blockade. The results also define a potentially effective immunological strategy for treating patients who do not respond to PD-1 cancer immunotherapy.
Subject(s)
Drug Resistance, Neoplasm , Immunotherapy , Melanoma , Microbiota , Animals , Humans , Mice , Cell Adhesion Molecules, Neuronal , Disease Models, Animal , Down-Regulation , Drug Resistance, Neoplasm/drug effects , Fecal Microbiota Transplantation , Germ-Free Life , Immune Checkpoint Inhibitors/pharmacology , Immune Checkpoint Inhibitors/therapeutic use , Melanoma/immunology , Melanoma/microbiology , Melanoma/therapy , Protein Binding/drug effects , T-Lymphocytes/drug effects , T-Lymphocytes/immunologyABSTRACT
Immunotherapy with PD-1 checkpoint blockade is effective in only a minority of patients with cancer, suggesting that additional treatment strategies are needed. Here we use a pooled in vivo genetic screening approach using CRISPR-Cas9 genome editing in transplantable tumours in mice treated with immunotherapy to discover previously undescribed immunotherapy targets. We tested 2,368 genes expressed by melanoma cells to identify those that synergize with or cause resistance to checkpoint blockade. We recovered the known immune evasion molecules PD-L1 and CD47, and confirmed that defects in interferon-γ signalling caused resistance to immunotherapy. Tumours were sensitized to immunotherapy by deletion of genes involved in several diverse pathways, including NF-κB signalling, antigen presentation and the unfolded protein response. In addition, deletion of the protein tyrosine phosphatase PTPN2 in tumour cells increased the efficacy of immunotherapy by enhancing interferon-γ-mediated effects on antigen presentation and growth suppression. In vivo genetic screens in tumour models can identify new immunotherapy targets in unanticipated pathways.
Subject(s)
CRISPR-Cas Systems/genetics , Gene Editing , Immunotherapy/methods , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Protein Tyrosine Phosphatase, Non-Receptor Type 2/genetics , Protein Tyrosine Phosphatase, Non-Receptor Type 2/metabolism , Tumor Escape/drug effects , Tumor Escape/immunology , Animals , Antigen Presentation/genetics , Antigen Presentation/immunology , Genomics , Humans , Interferons/immunology , Loss of Function Mutation , Melanoma, Experimental/genetics , Melanoma, Experimental/pathology , Mice , NF-kappa B/metabolism , Protein Tyrosine Phosphatase, Non-Receptor Type 2/deficiency , T-Lymphocytes/drug effects , T-Lymphocytes/immunology , Tumor Escape/genetics , Unfolded Protein Response , Xenograft Model Antitumor AssaysABSTRACT
Immunotherapy using checkpoint-blocking antibodies against PD-1 has produced impressive results in a wide range of cancers. However, the response remains heterogeneous among patients. We used noninvasive immuno-positron emission tomography (PET), using 89Zr-labeled PEGylated single-domain antibody fragments (nanobodies or VHHs), to explore the dynamics and distribution of intratumoral CD8+ T cells and CD11b+ myeloid cells in response to anti-PD-1 treatment in the MC38 colorectal mouse adenocarcinoma model. Responding and nonresponding tumors showed consistent differences in the distribution of CD8+ and CD11b+ cells. Anti-PD-1 treatment mobilized CD8+ T cells from the tumor periphery to a more central location. Only those tumors fully infiltrated by CD8+ T cells went on to complete resolution. All tumors contained CD11b+ myeloid cells from the outset of treatment, with later recruitment of additional CD11b+ cells. As tumors grew, the distribution of intratumoral CD11b+ cells became more heterogeneous. Shrinkage of tumors in responders correlated with an increase in the CD11b+ population in the center of the tumors. The changes in distribution of CD8+ and CD11b+ cells, as assessed by PET, served as biomarkers to gauge the efficacy of anti-PD-1 treatment. Single-cell RNA sequencing of RNA from intratumoral CD45+ cells showed that CD11b+ cells in responders and nonresponders were markedly different. The responders exhibited a dominant population of macrophages with an M1-like signature, while the CD45+ population in the nonresponders displayed an M2-like transcriptional signature. Thus, by using immuno-PET and single-cell RNA sequencing, we show that anti-PD-1 treatment not only affects interactions of CD8+ T cells with the tumor but also impacts the intratumoral myeloid compartment.
Subject(s)
Adenocarcinoma , Antigens, Neoplasm/immunology , CD8-Positive T-Lymphocytes , Colorectal Neoplasms , Neoplasm Proteins/immunology , Neoplasms, Experimental , Positron-Emission Tomography , Programmed Cell Death 1 Receptor/immunology , Adenocarcinoma/diagnostic imaging , Adenocarcinoma/immunology , Adenocarcinoma/pathology , Adenocarcinoma/therapy , Animals , CD11b Antigen/immunology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/pathology , Cell Line, Tumor , Colorectal Neoplasms/diagnostic imaging , Colorectal Neoplasms/immunology , Colorectal Neoplasms/pathology , Colorectal Neoplasms/therapy , Female , Mice , Neoplasms, Experimental/diagnostic imaging , Neoplasms, Experimental/immunology , Neoplasms, Experimental/pathology , Neoplasms, Experimental/therapy , Tumor Microenvironment/immunologyABSTRACT
The programmed death 1 (PD-1) pathway delivers inhibitory signals that function as a brake for immune responses. This pathway limits the initiation and duration of immune responses, thereby protecting tissues from immune-mediated damage and autoimmune diseases. However, the PD-1 pathway also inhibits immune responses to tumors. The critical role of PD-1 in preventing antitumor immunity is demonstrated by the transformative effects of PD-1 pathway blockade in a broad range of cancers with the hallmark of durability of response. Despite this success, most patients do not respond to PD-1 monotherapy, and some patients experience adverse events. In this review, we discuss the functions of the PD-1 pathway and its translation to cancer immunotherapy. We also consider current challenges and opportunities for PD-1 cancer immunotherapy, including mechanisms of response and resistance, identification of biomarkers of response to PD-1 therapy, characterization and treatment of PD-1 therapy-related adverse events, and development of safe and effective combination therapies.
Subject(s)
Antineoplastic Agents, Immunological/therapeutic use , Molecular Targeted Therapy , Neoplasms/drug therapy , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Programmed Cell Death 1 Receptor/metabolism , Animals , Antineoplastic Agents, Immunological/pharmacology , B7-H1 Antigen/antagonists & inhibitors , Biomarkers, Tumor , Clinical Studies as Topic , Combined Modality Therapy , Drug Evaluation, Preclinical , Drug Resistance, Neoplasm , Humans , Immunomodulation/drug effects , Neoplasms/immunology , Neoplasms/metabolism , Neoplasms/mortality , Prognosis , Signal Transduction/drug effects , T-Lymphocytes/drug effects , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Translational Research, Biomedical , Treatment OutcomeABSTRACT
In vivo T cell screens are a powerful tool for elucidating complex mechanisms of immunity, yet there is a lack of consensus on the screen design parameters required for robust in vivo screens: gene library size, cell transfer quantity, and number of mice. Here, we describe the Framework for In vivo T cell Screens (FITS) to provide experimental and analytical guidelines to determine optimal parameters for diverse in vivo contexts. As a proof-of-concept, we used FITS to optimize the parameters for a CD8+ T cell screen in the B16-OVA tumor model. We also included unique molecular identifiers (UMIs) in our screens to (1) improve statistical power and (2) track T cell clonal dynamics for distinct gene knockouts (KOs) across multiple tissues. These findings provide an experimental and analytical framework for performing in vivo screens in immune cells and illustrate a case study for in vivo T cell screens with UMIs.
Subject(s)
CD8-Positive T-Lymphocytes , Animals , Mice , Gene Knockout TechniquesABSTRACT
The tumor microenvironment (TME) restricts antitumor CD8+ T-cell function and immunotherapy responses. Cancer cells compromise the metabolic fitness of CD8+ T cells within the TME, but the mechanisms are largely unknown. Here we demonstrate that one-carbon (1C) metabolism is enhanced in T cells in an antigen-specific manner. Therapeutic supplementation of 1C metabolism using formate enhances CD8+ T-cell fitness and antitumor efficacy of PD-1 blockade in B16-OVA tumors. Formate supplementation drives transcriptional alterations in CD8+ T-cell metabolism and increases gene signatures for cellular proliferation and activation. Combined formate and anti-PD-1 therapy increases tumor-infiltrating CD8+ T cells, which are essential for enhanced tumor control. Our data demonstrate that formate provides metabolic support to CD8+ T cells reinvigorated by anti-PD-1 to overcome a metabolic vulnerability in 1C metabolism in the TME to further improve T-cell function. SIGNIFICANCE: This study identifies that deficiencies in 1C metabolism limit the efficacy of PD-1 blockade in B16-OVA tumors. Supplementing 1C metabolism with formate during anti-PD-1 therapy enhances CD8+ T-cell fitness in the TME and CD8+ T-cell-mediated tumor clearance. These findings demonstrate that formate supplementation can enhance exhausted CD8+ T-cell function. See related commentary by Lin et al., p. 2507. This article is featured in Selected Articles from This Issue, p. 2489.
Subject(s)
Neoplasms , Programmed Cell Death 1 Receptor , Humans , Programmed Cell Death 1 Receptor/metabolism , CD8-Positive T-Lymphocytes/metabolism , Neoplasms/genetics , Formates , Dietary Supplements , Tumor MicroenvironmentABSTRACT
Cancer immunotherapies, such as immune checkpoint blockade (ICB), have been used in a wide range of tumor types with immense clinical benefit. However, ICB does not work in all patients, and attempts to combine ICB with other immune-based therapies have not lived up to their initial promise. Thus, there is a significant unmet need to discover new targets and combination therapies to extend the benefits of immunotherapy to more patients. Systems biology approaches are well suited for addressing this problem because these approaches enable evaluation of many gene targets simultaneously and ranking their relative importance for a phenotype of interest. As such, loss-of-function CRISPR screens are an emerging set of tools being used to prioritize gene targets for modulating pathways of interest in tumor and immune cells. This review describes the first screens performed to discover cancer immunotherapy targets and the technological advances that will enable next-generation screens.
ABSTRACT
The response of naive CD8+ T cells to their cognate antigen involves rapid and broad changes to gene expression that are coupled with extensive chromatin remodeling, but the mechanisms governing these changes are not fully understood. Here, we investigated how these changes depend on the basic leucine zipper ATF-like transcription factor Batf, which is essential for the early phases of the process. Through genome scale profiling, we characterized the role of Batf in chromatin organization at several levels, including the accessibility of key regulatory regions, the expression of their nearby genes, and the interactions that these regions form with each other and with key transcription factors. We identified a core network of transcription factors that cooperated with Batf, including Irf4, Runx3, and T-bet, as indicated by their colocalization with Batf and their binding in regions whose accessibility, interactions, and expression of nearby genes depend on Batf. We demonstrated the synergistic activity of this network by overexpressing the different combinations of these genes in fibroblasts. Batf and Irf4, but not Batf alone, were sufficient to increase accessibility and transcription of key loci, normally associated with T cell function. Addition of Runx3 and T-bet further contributed to fine-tuning of these changes and was essential for establishing chromatin loops characteristic of T cells. These data provide a resource for studying the epigenomic and transcriptomic landscape of effector differentiation of cytotoxic T cells and for investigating the interdependency between transcription factors and its effects on the epigenome and transcriptome of primary cells.
Subject(s)
Basic-Leucine Zipper Transcription Factors/immunology , CD8-Positive T-Lymphocytes/immunology , Cell Differentiation/immunology , Core Binding Factor Alpha 3 Subunit/immunology , Interferon Regulatory Factors/immunology , T-Box Domain Proteins/immunology , Animals , Basic-Leucine Zipper Transcription Factors/deficiency , Basic-Leucine Zipper Transcription Factors/genetics , Core Binding Factor Alpha 3 Subunit/genetics , Epigenesis, Genetic/genetics , Female , Interferon Regulatory Factors/genetics , Mice , Mice, Knockout , Mice, Transgenic , T-Box Domain Proteins/geneticsABSTRACT
Metabolic constraints in the tumor microenvironment constitute a barrier to effective antitumor immunity and similarities in the metabolic properties of T cells and cancer cells impede the specific therapeutic targeting of metabolism in either population. To identify distinct metabolic vulnerabilities of CD8+ T cells and cancer cells, we developed a high-throughput in vitro pharmacologic screening platform and used it to measure the cell type-specific sensitivities of activated CD8+ T cells and B16 melanoma cells to a wide array of metabolic perturbations during antigen-specific killing of cancer cells by CD8+ T cells. We illustrated the applicability of this screening platform by showing that CD8+ T cells were more sensitive to ferroptosis induction by inhibitors of glutathione peroxidase 4 (GPX4) than B16 and MC38 cancer cells. Overexpression of ferroptosis suppressor protein 1 (FSP1) or cytosolic GPX4 yielded ferroptosis-resistant CD8+ T cells without compromising their function, while genetic deletion of the ferroptosis sensitivity-promoting enzyme acyl-CoA synthetase long-chain family member 4 (ACSL4) protected CD8+ T cells from ferroptosis but impaired antitumor CD8+ T-cell responses. Our screen also revealed high T cell-specific vulnerabilities for compounds targeting NAD+ metabolism or autophagy and endoplasmic reticulum (ER) stress pathways. We focused the current screening effort on metabolic agents. However, this in vitro screening platform may also be valuable for rapid testing of other types of compounds to identify regulators of antitumor CD8+ T-cell function and potential therapeutic targets.
Subject(s)
Antineoplastic Agents/pharmacology , CD8-Positive T-Lymphocytes/drug effects , Ferroptosis/drug effects , Tumor Cells, Cultured/drug effects , Animals , Autophagy/drug effects , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Cell Line, Tumor , Endoplasmic Reticulum/drug effects , Female , Ferroptosis/genetics , Humans , Mice , Mice, Inbred C57BL , Neoplasms/drug therapyABSTRACT
Although immune checkpoint inhibitors (ICIs), such as anti-programmed cell death protein-1 (PD-1), can deliver durable antitumor effects, most patients with cancer fail to respond. Recent studies suggest that ICI efficacy correlates with a higher load of tumor-specific neoantigens and development of vitiligo in patients with melanoma. Here, we report that patients with low melanoma neoantigen burdens who responded to ICI had tumors with higher expression of pigmentation-related genes. Moreover, expansion of peripheral blood CD8+ T cell populations specific for melanocyte antigens was observed only in patients who responded to anti-PD-1 therapy, suggesting that ICI can promote breakdown of tolerance toward tumor-lineage self-antigens. In a mouse model of poorly immunogenic melanomas, spreading of epitope recognition toward wild-type melanocyte antigens was associated with markedly improved anti-PD-1 efficacy in two independent approaches: introduction of neoantigens by ultraviolet (UV) B radiation mutagenesis or the therapeutic combination of ablative fractional photothermolysis plus imiquimod. Complete responses against UV mutation-bearing tumors after anti-PD-1 resulted in protection from subsequent engraftment of melanomas lacking any shared neoantigens, as well as pancreatic adenocarcinomas forcibly overexpressing melanocyte-lineage antigens. Our data demonstrate that somatic mutations are sufficient to provoke strong antitumor responses after checkpoint blockade, but long-term responses are not restricted to these putative neoantigens. Epitope spreading toward T cell recognition of wild-type tumor-lineage self-antigens represents a common pathway for successful response to ICI, which can be evoked in neoantigen-deficient tumors by combination therapy with ablative fractional photothermolysis and imiquimod.
Subject(s)
Immune Checkpoint Inhibitors , Melanoma , Animals , Antigens, Neoplasm , Epitopes , Humans , Melanocytes , Melanoma/therapy , MiceABSTRACT
T cell stimulation is metabolically demanding. To exit quiescence, T cells rely on environmental nutrients, including glucose and the amino acids glutamine, leucine, serine, and arginine. The expression of transporters for these nutrients is tightly regulated and required for T cell activation. In contrast to these amino acids, which are essential or require multi-step biosynthesis, alanine can be made from pyruvate by a single transamination. Here, we show that extracellular alanine is nevertheless required for efficient exit from quiescence during naive T cell activation and memory T cell restimulation. Alanine deprivation leads to metabolic and functional impairments. Mechanistically, this vulnerability reflects the low expression of alanine aminotransferase, the enzyme required for interconverting pyruvate and alanine, whereas activated T cells instead induce alanine transporters. Stable isotope tracing reveals that alanine is not catabolized but instead supports protein synthesis. Thus, T cells depend on exogenous alanine for protein synthesis and normal activation.