ABSTRACT
Neoadjuvant immune checkpoint blockade has shown promising clinical activity. Here, we characterized early kinetics in tumor-infiltrating and circulating immune cells in oral cancer patients treated with neoadjuvant anti-PD-1 or anti-PD-1/CTLA-4 in a clinical trial (NCT02919683). Tumor-infiltrating CD8 T cells that clonally expanded during immunotherapy expressed elevated tissue-resident memory and cytotoxicity programs, which were already active prior to therapy, supporting the capacity for rapid response. Systematic target discovery revealed that treatment-expanded tumor T cell clones in responding patients recognized several self-antigens, including the cancer-specific antigen MAGEA1. Treatment also induced a systemic immune response characterized by expansion of activated T cells enriched for tumor-infiltrating T cell clonotypes, including both pre-existing and emergent clonotypes undetectable prior to therapy. The frequency of activated blood CD8 T cells, notably pre-treatment PD-1-positive KLRG1-negative T cells, was strongly associated with intra-tumoral pathological response. These results demonstrate how neoadjuvant checkpoint blockade induces local and systemic tumor immunity.
Subject(s)
Neoplasms , Programmed Cell Death 1 Receptor , CD8-Positive T-Lymphocytes , Humans , Immunotherapy , Lymphocytes, Tumor-Infiltrating , Neoadjuvant Therapy , Neoplasms/therapy , Tumor MicroenvironmentABSTRACT
Melanoma brain metastasis (MBM) frequently occurs in patients with advanced melanoma; yet, our understanding of the underlying salient biology is rudimentary. Here, we performed single-cell/nucleus RNA-seq in 22 treatment-naive MBMs and 10 extracranial melanoma metastases (ECMs) and matched spatial single-cell transcriptomics and T cell receptor (TCR)-seq. Cancer cells from MBM were more chromosomally unstable, adopted a neuronal-like cell state, and enriched for spatially variably expressed metabolic pathways. Key observations were validated in independent patient cohorts, patient-derived MBM/ECM xenograft models, RNA/ATAC-seq, proteomics, and multiplexed imaging. Integrated spatial analyses revealed distinct geography of putative cancer immune evasion and evidence for more abundant intra-tumoral B to plasma cell differentiation in lymphoid aggregates in MBM. MBM harbored larger fractions of monocyte-derived macrophages and dysfunctional TOX+CD8+ T cells with distinct expression of immune checkpoints. This work provides comprehensive insights into MBM biology and serves as a foundational resource for further discovery and therapeutic exploration.
Subject(s)
Brain Neoplasms , Melanoma , Brain Neoplasms/drug therapy , Brain Neoplasms/secondary , CD8-Positive T-Lymphocytes/pathology , Ecosystem , Humans , RNA-SeqABSTRACT
During the past decade, immunotherapies have made a major impact on the treatment of diverse types of cancer. Inflammatory toxicities are not only a major concern for Food and Drug Administration (FDA)-approved checkpoint blockade and chimeric antigen receptor (CAR) T cell therapies, but also limit the development and use of combination therapies. Fundamentally, these adverse events highlight the intricate balance of pro- and anti-inflammatory pathways that regulate protective immune responses. Here, we discuss the cellular and molecular mechanisms of inflammatory adverse events, current approaches to treatment, as well as opportunities for the design of immunotherapies that limit such inflammatory toxicities while preserving anti-tumor efficacy.
Subject(s)
Immunotherapy/adverse effects , Inflammation/etiology , Neoplasms/immunology , Neoplasms/therapy , Animals , Cytokines/adverse effects , Humans , Immune Checkpoint Inhibitors/adverse effects , Immune Checkpoint Inhibitors/therapeutic use , T-Lymphocytes/immunologyABSTRACT
The MHC fold is found in proteins that have a range of functions in the maintenance of an organism's health, from immune regulation to fat metabolism. Well adapted for antigen presentation, as seen for peptides in the classical MHC molecules and for lipids in CD1 molecules, the MHC fold has also been modified to perform Fc-receptor activity (e.g., FcRn) and for roles in host homeostasis (e.g., with HFE and ZAG). The more divergent MHC-like molecules, such as some of those that interact with the NKG2D receptor, represent the minimal MHC fold, doing away with the α3 domain and ß2m while maintaining the α1/α2 platform domain for receptor engagement. Viruses have also co-opted the MHC fold for immune-evasive functions. The variations on the theme of a ß-sheet topped by two semiparallel α-helices are discussed in this review, highlighting the fantastic adaptability of this fold for good and for bad.
Subject(s)
Antigen Presentation/immunology , Histocompatibility Antigens Class I/chemistry , Histocompatibility Antigens Class I/physiology , Immunity, Innate , Animals , HLA-G Antigens/metabolism , Histocompatibility Antigens Class I/metabolism , Humans , Mice , Protein Folding , Structure-Activity Relationship , HLA-E AntigensABSTRACT
Checkpoint blockade with antibodies specific for the PD-1 and CTLA-4 inhibitory receptors can induce durable responses in a wide range of human cancers. However, the immunological mechanisms responsible for severe inflammatory side effects remain poorly understood. Here we report a comprehensive single-cell analysis of immune cell populations in colitis, a common and severe side effect of checkpoint blockade. We observed a striking accumulation of CD8 T cells with highly cytotoxic and proliferative states and no evidence of regulatory T cell depletion. T cell receptor (TCR) sequence analysis demonstrated that a substantial fraction of colitis-associated CD8 T cells originated from tissue-resident populations, explaining the frequently early onset of colitis symptoms following treatment initiation. Our analysis also identified cytokines, chemokines, and surface receptors that could serve as therapeutic targets for colitis and potentially other inflammatory side effects of checkpoint blockade.
Subject(s)
CD8-Positive T-Lymphocytes/cytology , CTLA-4 Antigen/immunology , Colitis/metabolism , Immune Checkpoint Inhibitors/adverse effects , Immunotherapy/adverse effects , Myeloid Cells/metabolism , Receptors, Chemokine/metabolism , CD4-Positive T-Lymphocytes/cytology , CD4-Positive T-Lymphocytes/metabolism , CD4-Positive T-Lymphocytes/pathology , CD8-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/pathology , CTLA-4 Antigen/metabolism , Chemokines/metabolism , Colitis/drug therapy , Colitis/genetics , Colitis/immunology , Cytokines/metabolism , Flow Cytometry , Gene Expression Regulation/genetics , Gene Expression Regulation/immunology , Humans , Inflammation/drug therapy , Inflammation/genetics , Inflammation/metabolism , Melanoma/genetics , Melanoma/immunology , Melanoma/metabolism , Multigene Family , Myeloid Cells/cytology , RNA-Seq , Receptors, Antigen, T-Cell/genetics , Receptors, Antigen, T-Cell/metabolism , Receptors, CXCR3/genetics , Receptors, CXCR3/metabolism , Receptors, CXCR6/genetics , Receptors, CXCR6/metabolism , Receptors, Chemokine/genetics , Single-Cell Analysis , T-Lymphocytes, Regulatory/cytology , T-Lymphocytes, Regulatory/metabolismABSTRACT
Immune checkpoint inhibitors (ICIs) produce durable responses in some melanoma patients, but many patients derive no clinical benefit, and the molecular underpinnings of such resistance remain elusive. Here, we leveraged single-cell RNA sequencing (scRNA-seq) from 33 melanoma tumors and computational analyses to interrogate malignant cell states that promote immune evasion. We identified a resistance program expressed by malignant cells that is associated with T cell exclusion and immune evasion. The program is expressed prior to immunotherapy, characterizes cold niches in situ, and predicts clinical responses to anti-PD-1 therapy in an independent cohort of 112 melanoma patients. CDK4/6-inhibition represses this program in individual malignant cells, induces senescence, and reduces melanoma tumor outgrowth in mouse models in vivo when given in combination with immunotherapy. Our study provides a high-resolution landscape of ICI-resistant cell states, identifies clinically predictive signatures, and suggests new therapeutic strategies to overcome immunotherapy resistance.
Subject(s)
Antineoplastic Agents/therapeutic use , Cyclin-Dependent Kinase 4/antagonists & inhibitors , Cyclin-Dependent Kinase 6/antagonists & inhibitors , Melanoma/immunology , Protein Kinase Inhibitors/therapeutic use , T-Lymphocytes/immunology , Tumor Escape , Aged , Aged, 80 and over , Animals , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Female , Humans , Immunotherapy/methods , Male , Melanoma/drug therapy , Melanoma/therapy , Mice , Mice, Inbred C57BL , Middle Aged , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Protein Kinase Inhibitors/pharmacologyABSTRACT
Respiratory failure is the leading cause of death in patients with severe SARS-CoV-2 infection1,2, but the host response at the lung tissue level is poorly understood. Here we performed single-nucleus RNA sequencing of about 116,000 nuclei from the lungs of nineteen individuals who died of COVID-19 and underwent rapid autopsy and seven control individuals. Integrated analyses identified substantial alterations in cellular composition, transcriptional cell states, and cell-to-cell interactions, thereby providing insight into the biology of lethal COVID-19. The lungs from individuals with COVID-19 were highly inflamed, with dense infiltration of aberrantly activated monocyte-derived macrophages and alveolar macrophages, but had impaired T cell responses. Monocyte/macrophage-derived interleukin-1ß and epithelial cell-derived interleukin-6 were unique features of SARS-CoV-2 infection compared to other viral and bacterial causes of pneumonia. Alveolar type 2 cells adopted an inflammation-associated transient progenitor cell state and failed to undergo full transition into alveolar type 1 cells, resulting in impaired lung regeneration. Furthermore, we identified expansion of recently described CTHRC1+ pathological fibroblasts3 contributing to rapidly ensuing pulmonary fibrosis in COVID-19. Inference of protein activity and ligand-receptor interactions identified putative drug targets to disrupt deleterious circuits. This atlas enables the dissection of lethal COVID-19, may inform our understanding of long-term complications of COVID-19 survivors, and provides an important resource for therapeutic development.
Subject(s)
COVID-19/pathology , COVID-19/virology , Lung/pathology , SARS-CoV-2/pathogenicity , Single-Cell Analysis , Aged , Aged, 80 and over , Alveolar Epithelial Cells/pathology , Alveolar Epithelial Cells/virology , Atlases as Topic , Autopsy , COVID-19/immunology , Case-Control Studies , Female , Fibroblasts/pathology , Fibrosis/pathology , Fibrosis/virology , Humans , Inflammation/pathology , Inflammation/virology , Macrophages/pathology , Macrophages/virology , Macrophages, Alveolar/pathology , Macrophages, Alveolar/virology , Male , Middle Aged , Plasma Cells/immunology , T-Lymphocytes/immunologyABSTRACT
ABSTRACT: The CD161 inhibitory receptor is highly upregulated by tumor-infiltrating T cells in multiple human solid tumor types, and its ligand, CLEC2D, is expressed by both tumor cells and infiltrating myeloid cells. Here, we assessed the role of the CD161 receptor in hematological malignancies. Systematic analysis of CLEC2D expression using the Cancer Cell Line Encyclopedia revealed that CLEC2D messenger RNA was most abundant in hematological malignancies, including B-cell and T-cell lymphomas as well as lymphocytic and myelogenous leukemias. CLEC2D protein was detected by flow cytometry on a panel of cell lines representing a diverse set of hematological malignancies. We, therefore, used yeast display to generate a panel of high-affinity, fully human CD161 monoclonal antibodies (mAbs) that blocked CLEC2D binding. These mAbs were specific for CD161 and had a similar affinity for human and nonhuman primate CD161, a property relevant for clinical translation. A high-affinity CD161 mAb enhanced key aspects of T-cell function, including cytotoxicity, cytokine production, and proliferation, against B-cell lines originating from patients with acute lymphoblastic leukemia, diffuse large B-cell lymphoma, and Burkitt lymphoma. In humanized mouse models, this CD161 mAb enhanced T-cell-mediated immunity, resulting in a significant survival benefit. Single cell RNA-seq data demonstrated that CD161 mAb treatment enhanced expression of cytotoxicity genes by CD4 T cells as well as a tissue-residency program by CD4 and CD8 T cells that is associated with favorable survival outcomes in multiple human cancer types. These fully human mAbs, thus, represent potential immunotherapy agents for hematological malignancies.
Subject(s)
Hematologic Neoplasms , Neoplasms , Animals , Mice , Humans , CD4-Positive T-Lymphocytes , Immunity, Cellular , CD8-Positive T-Lymphocytes , Antibodies, Monoclonal/pharmacology , Antibodies, Monoclonal/therapeutic use , Hematologic Neoplasms/genetics , Hematologic Neoplasms/therapy , NK Cell Lectin-Like Receptor Subfamily B/geneticsABSTRACT
The ability of the immune system to eliminate and shape the immunogenicity of tumours defines the process of cancer immunoediting1. Immunotherapies such as those that target immune checkpoint molecules can be used to augment immune-mediated elimination of tumours and have resulted in durable responses in patients with cancer that did not respond to previous treatments. However, only a subset of patients benefit from immunotherapy and more knowledge about what is required for successful treatment is needed2-4. Although the role of tumour neoantigen-specific CD8+ T cells in tumour rejection is well established5-9, the roles of other subsets of T cells have received less attention. Here we show that spontaneous and immunotherapy-induced anti-tumour responses require the activity of both tumour-antigen-specific CD8+ and CD4+ T cells, even in tumours that do not express major histocompatibility complex (MHC) class II molecules. In addition, the expression of MHC class II-restricted antigens by tumour cells is required at the site of successful rejection, indicating that activation of CD4+ T cells must also occur in the tumour microenvironment. These findings suggest that MHC class II-restricted neoantigens have a key function in the anti-tumour response that is nonoverlapping with that of MHC class I-restricted neoantigens and therefore needs to be considered when identifying patients who will most benefit from immunotherapy.
Subject(s)
Antigens, Neoplasm/immunology , Histocompatibility Antigens Class II/immunology , Neoplasms, Experimental/immunology , Animals , CD8-Positive T-Lymphocytes/immunology , Histocompatibility Antigens Class I/immunology , Humans , Immunotherapy , Mice , Neoplasms, Experimental/therapyABSTRACT
High-acuity αßT cell receptor (TCR) recognition of peptides bound to major histocompatibility complex molecules (pMHCs) requires mechanosensing, a process whereby piconewton (pN) bioforces exert physical load on αßTCR-pMHC bonds to dynamically alter their lifetimes and foster digital sensitivity cellular signaling. While mechanotransduction is operative for both αßTCRs and pre-TCRs within the αßT lineage, its role in γδT cells is unknown. Here, we show that the human DP10.7 γδTCR specific for the sulfoglycolipid sulfatide bound to CD1d only sustains a significant load and undergoes force-induced structural transitions when the binding interface-distal γδ constant domain (C) module is replaced with that of αß. The chimeric γδ-αßTCR also signals more robustly than does the wild-type (WT) γδTCR, as revealed by RNA-sequencing (RNA-seq) analysis of TCR-transduced Rag2-/- thymocytes, consistent with structural, single-molecule, and molecular dynamics studies reflective of γδTCRs as mediating recognition via a more canonical immunoglobulin-like receptor interaction. Absence of robust, force-related catch bonds, as well as γδTCR structural transitions, implies that γδT cells do not use mechanosensing for ligand recognition. This distinction is consonant with the fact that their innate-type ligands, including markers of cellular stress, are expressed at a high copy number relative to the sparse pMHC ligands of αßT cells arrayed on activating target cells. We posit that mechanosensing emerged over â¼200 million years of vertebrate evolution to fulfill indispensable adaptive immune recognition requirements for pMHC in the αßT cell lineage that are unnecessary for the γδT cell lineage mechanism of non-pMHC ligand detection.
Subject(s)
Mechanotransduction, Cellular , Receptors, Antigen, T-Cell, gamma-delta/chemistry , Receptors, Antigen, T-Cell, gamma-delta/metabolism , Amino Acid Sequence , Animals , Gene Expression Profiling , Humans , Ligands , Mice , Protein Domains , Protein Stability , Protein Structure, Secondary , Receptors, Antigen, T-Cell, alpha-beta/chemistry , Receptors, Antigen, T-Cell, alpha-beta/metabolism , Signal Transduction , Single Molecule Imaging , T-Lymphocytes/metabolism , Thymocytes/metabolism , Thymus Gland/metabolism , Transcriptome/geneticsABSTRACT
The nature of the antigens recognized by γδ T cells and their potential recognition of major histocompatibility complex (MHC)-like molecules has remained unclear. Members of the CD1 family of lipid-presenting molecules are suggested ligands for Vδ1 TCR-expressing γδ T cells, the major γδ lymphocyte population in epithelial tissues. We crystallized a Vδ1 TCR in complex with CD1d and the self-lipid sulfatide, revealing the unusual recognition of CD1d by germline Vδ1 residues spanning all complementarity-determining region (CDR) loops, as well as sulfatide recognition separately encoded by nongermline CDR3δ residues. Binding and functional analysis showed that CD1d presenting self-lipids, including sulfatide, was widely recognized by gut Vδ1+ γδ T cells. These findings provide structural demonstration of MHC-like recognition of a self-lipid by γδ T cells and reveal the prevalence of lipid recognition by innate-like T cell populations.
Subject(s)
Antigens, CD1d/chemistry , Lipids/immunology , Models, Molecular , Receptors, Antigen, T-Cell, gamma-delta/chemistry , Receptors, Antigen, T-Cell, gamma-delta/metabolism , T-Lymphocytes/metabolism , Animals , Antigen Presentation , Antigens, CD1d/metabolism , Crystallography, X-Ray , Epitopes , Humans , Jurkat Cells , Major Histocompatibility Complex/immunology , Protein Structure, Quaternary , Sulfoglycosphingolipids/chemistry , Sulfoglycosphingolipids/metabolismABSTRACT
The structure and amino acid diversity of the T-cell receptor (TCR), similar in nature to that of Fab portions of antibodies, would suggest that these proteins have a nearly infinite capacity to recognize antigen. Yet all currently defined native T cells expressing an α and ß chain in their TCR can only sense antigen when presented in the context of a major histocompatibility complex (MHC) molecule. This MHC molecule can be one of many that exist in vertebrates, presenting small peptide fragments, lipid molecules, or small molecule metabolites. Here we review the pattern of TCR recognition of MHC molecules throughout a broad sampling of species and T-cell lineages and also touch upon T cells that do not appear to require MHC presentation for their surveillance function. We review the diversity of MHC molecules and information on the corresponding T-cell lineages identified in divergent species. We also discuss TCRs with structural domains unlike that of conventional TCRs of mouse and human. By presenting this broad view of TCR sequence, structure, domain organization, and function, we seek to explore how this receptor has evolved across time and been selected for alternative antigen-recognition capabilities in divergent lineages.
Subject(s)
Major Histocompatibility Complex/immunology , Receptors, Antigen, T-Cell/immunology , T-Lymphocytes/immunology , Animals , Evolution, Molecular , Humans , Ligands , Major Histocompatibility Complex/genetics , Models, Molecular , Protein Binding/immunology , Protein Structure, Tertiary , Receptors, Antigen, T-Cell/chemistry , Receptors, Antigen, T-Cell/genetics , T-Lymphocytes/metabolismABSTRACT
γδ T cells are a prominent epithelial-resident lymphocyte population, possessing multi-functional capacities in the repair of host tissue, pathogen clearance, and tumor surveillance. Although three decades have now passed since their discovery, the nature of γδ T cell receptor (TCR)-mediated ligand recognition remains poorly defined. Recent studies have provided structural insight into this recognition, demonstrating that γδ T cells survey both CD1 and the presented lipid, and in some cases are exquisitely lipid specific. We review these findings here, examining the molecular basis for and the functional relevance of this interaction. We discuss potential implications on the notion that non-classical major histocompatibility complex (MHC) molecules may function as important restricting elements of γδ TCR specificity, and on our understanding of γδ T cell activation and function.
ABSTRACT
Mucosal-associated invariant T (MAIT) cells are an evolutionarily conserved αß T-cell lineage that express a semi-invariant T-cell receptor (TCR) restricted to the MHC related-1 (MR1) protein. MAIT cells are dependent upon MR1 expression and exposure to microbes for their development and stimulation, yet these cells can exhibit microbial-independent stimulation when responding to MR1 from different species. We have used this microbial-independent, cross-species reactivity of MAIT cells to define the molecular basis of MAIT-TCR/MR1 engagement and present here a 2.85 Å complex structure of a human MAIT-TCR bound to bovine MR1. The MR1 binding groove is similar in backbone structure to classical peptide-presenting MHC class I molecules (MHCp), yet is partially occluded by large aromatic residues that form cavities suitable for small ligand presentation. The docking of the MAIT-TCR on MR1 is perpendicular to the MR1 surface and straddles the MR1 α1 and α2 helices, similar to classical αß TCR engagement of MHCp. However, the MAIT-TCR contacts are dominated by the α-chain, focused on the MR1 α2 helix. TCR ß-chain contacts are mostly through the variable CDR3ß loop that is positioned proximal to the CDR3α loop directly over the MR1 open groove. The elucidation of the MAIT TCR/MR1 complex structure explains how the semi-invariant MAIT-TCR engages the nonpolymorphic MR1 protein, and sheds light onto ligand discrimination by this cell type. Importantly, this structure also provides a critical link in our understanding of the evolution of αß T-cell recognition of MHC and MHC-like ligands.
Subject(s)
Histocompatibility Antigens Class I/metabolism , Receptors, Antigen, T-Cell, alpha-beta/metabolism , T-Lymphocyte Subsets/metabolism , Animals , Antigen Presentation , Binding Sites , Cattle , Crystallography, X-Ray , Humans , Ligands , Lymphocyte Activation , Minor Histocompatibility Antigens , Molecular Docking Simulation , Mutagenesis , Protein Structure, Tertiary , Recombinant Proteins/metabolismABSTRACT
The γδ T cell lineage in humans remains much of an enigma due to the low number of defined antigens, the non-canonical ways in which these cells respond to their environment and difficulty in tracking this population in vivo. In this review, we survey a comparative evolutionary analysis of the primate V, D and J gene segments and contrast these findings with recent progress in defining antigen recognition by different populations of γδ T cells in humans. Signatures of both purifying and diversifying selection at the Vδ and Vγ gene loci are placed into context of Vδ1+ γδ T cell recognition of CD1d presenting different lipids, and Vγ 9Vδ2 T cell modulation by pyrophosphate-based phosphoantigens through the butyrophilins BTN3A. From this comparison, it is clear that co-evolution between γδ TCRs and these ligands is likely occurring, but the diversity inherent in these recombined receptors is an important feature in ligand surveillance.
Subject(s)
Evolution, Molecular , Lymphocyte Activation/immunology , Receptors, Antigen, T-Cell, gamma-delta/immunology , T-Lymphocytes/immunology , Animals , Antigens, CD1d/immunology , Butyrophilins , Callithrix , Diphosphates/immunology , Humans , Ligands , Membrane Glycoproteins/immunology , Pan troglodytes , Receptors, Antigen, T-Cell, gamma-delta/geneticsABSTRACT
c-MYC (MYC) is a major driver of prostate cancer tumorigenesis and progression. Although MYC is overexpressed in both early and metastatic disease and associated with poor survival, its impact on prostate transcriptional reprogramming remains elusive. We demonstrate that MYC overexpression significantly diminishes the androgen receptor (AR) transcriptional program (the set of genes directly targeted by the AR protein) in luminal prostate cells without altering AR expression. Analyses of clinical specimens reveal that concurrent low AR and high MYC transcriptional programs accelerate prostate cancer progression toward a metastatic, castration-resistant disease. Data integration of single-cell transcriptomics together with ChIP-seq uncover an increase in RNA polymerase II (Pol II) promoter-proximal pausing at AR-dependent genes following MYC overexpression without an accompanying deactivation of AR-bound enhancers. Altogether, our findings suggest that MYC overexpression antagonizes the canonical AR transcriptional program and contributes to prostate tumor initiation and progression by disrupting transcriptional pause release at AR-regulated genes.
Subject(s)
Prostatic Neoplasms , Receptors, Androgen , Cell Line, Tumor , Cell Transformation, Neoplastic/genetics , Gene Expression Regulation, Neoplastic , Genes, myc , Humans , Male , Prostate/pathology , Prostatic Neoplasms/pathology , Proto-Oncogene Proteins c-myc , Receptors, Androgen/genetics , Receptors, Androgen/metabolismABSTRACT
Resistance to immune checkpoint inhibitors (ICIs) is a key challenge in cancer therapy. To elucidate underlying mechanisms, we developed Perturb-CITE-sequencing (Perturb-CITE-seq), enabling pooled clustered regularly interspaced short palindromic repeat (CRISPR)-Cas9 perturbations with single-cell transcriptome and protein readouts. In patient-derived melanoma cells and autologous tumor-infiltrating lymphocyte (TIL) co-cultures, we profiled transcriptomes and 20 proteins in ~218,000 cells under ~750 perturbations associated with cancer cell-intrinsic ICI resistance (ICR). We recover known mechanisms of resistance, including defects in the interferon-γ (IFN-γ)-JAK/STAT and antigen-presentation pathways in RNA, protein and perturbation space, and new ones, including loss/downregulation of CD58. Loss of CD58 conferred immune evasion in multiple co-culture models and was downregulated in tumors of melanoma patients with ICR. CD58 protein expression was not induced by IFN-γ signaling, and CD58 loss conferred immune evasion without compromising major histocompatibility complex (MHC) expression, suggesting that it acts orthogonally to known mechanisms of ICR. This work provides a framework for the deciphering of complex mechanisms by large-scale perturbation screens with multimodal, single-cell readouts, and discovers potentially clinically relevant mechanisms of immune evasion.
Subject(s)
CD58 Antigens/immunology , Drug Resistance, Neoplasm/immunology , Melanoma/pathology , Single-Cell Analysis/methods , Tumor Escape , CD58 Antigens/genetics , CD58 Antigens/metabolism , CRISPR-Cas Systems , Coculture Techniques , Computational Biology/methods , Drug Resistance, Neoplasm/drug effects , Drug Resistance, Neoplasm/genetics , Epitopes/genetics , Gene Knockout Techniques , Humans , Immune Checkpoint Inhibitors/pharmacology , Interferon-gamma/immunology , Interferon-gamma/metabolism , Lymphocytes, Tumor-Infiltrating/pathology , Melanoma/drug therapy , Melanoma/immunology , Sequence Analysis, RNA , Tumor Escape/geneticsABSTRACT
Loss of major histocompatibility complex (MHC) class I and interferon-γ (IFN-γ) sensing are major causes of primary and acquired resistance to checkpoint blockade immunotherapy. Thus, additional treatment options are needed for tumors that lose expression of MHC class I. The cellular inhibitor of apoptosis proteins 1 and 2 (cIAP1/2) regulate classical and alternative nuclear factor κB (NF-κB) signaling. Induction of noncanonical NF-κB signaling with cIAP1/2 antagonists mimics costimulatory signaling, augmenting antitumor immunity. We show that induction of noncanonical NF-κB signaling induces T cell-dependent immune responses, even in ß2-microglobulin (ß2M)-deficient tumors, demonstrating that direct CD8 T cell recognition of tumor cell-expressed MHC class I is not required. Instead, T cell-produced lymphotoxin reprograms both mouse and human macrophages to be tumoricidal. In wild-type mice, but not mice incapable of antigen-specific T cell responses, cIAP1/2 antagonism reduces tumor burden by increasing phagocytosis of live tumor cells. Efficacy is augmented by combination with CD47 blockade. Thus, activation of noncanonical NF-κB stimulates a T cell-macrophage axis that curtails growth of tumors that are resistant to checkpoint blockade because of loss of MHC class I or IFN-γ sensing. These findings provide a potential mechanism for controlling checkpoint blockade refractory tumors.