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1.
J Clin Invest ; 134(3)2024 Feb 01.
Article in English | MEDLINE | ID: mdl-38060328

ABSTRACT

Acute myeloid leukemia (AML) presents a pressing medical need in that it is largely resistant to standard chemotherapy as well as modern therapeutics, such as targeted therapy and immunotherapy, including anti-programmed cell death protein (anti-PD) therapy. We demonstrate that programmed death-1 homolog (PD-1H), an immune coinhibitory molecule, is highly expressed in blasts from the bone marrow of AML patients, while normal myeloid cell subsets and T cells express PD-1H. In studies employing syngeneic and humanized AML mouse models, overexpression of PD-1H promoted the growth of AML cells, mainly by evading T cell-mediated immune responses. Importantly, ablation of AML cell-surface PD-1H by antibody blockade or genetic knockout significantly inhibited AML progression by promoting T cell activity. In addition, the genetic deletion of PD-1H from host normal myeloid cells inhibited AML progression, and the combination of PD-1H blockade with anti-PD therapy conferred a synergistic antileukemia effect. Our findings provide the basis for PD-1H as a potential therapeutic target for treating human AML.


Subject(s)
Immune Evasion , Leukemia, Myeloid, Acute , Animals , Humans , Mice , Bone Marrow , Immunity, Cellular , Immunotherapy , Leukemia, Myeloid, Acute/drug therapy
2.
Methods Cell Biol ; 174: 31-41, 2023.
Article in English | MEDLINE | ID: mdl-36710049

ABSTRACT

The human tumor microenvironment requires use of high-dimensional single-cell tools to uncover its cellular complexity and functional variety. For decades, flow cytometry has been the technology of choice to explore immune cell diversity in different pathological contexts. Recently, a new format for flow cytometry - termed mass cytometry - has been developed. It allows for simultaneous interrogation of more than 40 different molecular markers, without the need for spectral compensation, which significantly augments the ability of cytometry to evaluate complex cellular systems and processes. Currently, different multiparametric single-cell analysis approaches are being widely adopted to interrogate the human tumor microenvironment. However, important challenges must be addressed when solid tissues are analyzed by single-cell technologies. This protocol describes the challenge and better use of single-cell mass cytometry to dissect tumor infiltrating leukocytes from surgically resected tumoral lung tissues.


Subject(s)
Neoplasms , Tumor Microenvironment , Humans , Neoplasms/pathology , Flow Cytometry/methods , Biomarkers , Lung
3.
Nat Med ; 28(2): 353-362, 2022 02.
Article in English | MEDLINE | ID: mdl-35027754

ABSTRACT

Severe immune-related adverse events (irAEs) occur in up to 60% of patients with melanoma treated with immune checkpoint inhibitors (ICIs). However, it is unknown whether a common baseline immunological state precedes irAE development. Here we applied mass cytometry by time of flight, single-cell RNA sequencing, single-cell V(D)J sequencing, bulk RNA sequencing and bulk T cell receptor (TCR) sequencing to study peripheral blood samples from patients with melanoma treated with anti-PD-1 monotherapy or anti-PD-1 and anti-CTLA-4 combination ICIs. By analyzing 93 pre- and early on-ICI blood samples and 3 patient cohorts (n = 27, 26 and 18), we found that 2 pretreatment factors in circulation-activated CD4 memory T cell abundance and TCR diversity-are associated with severe irAE development regardless of organ system involvement. We also explored on-treatment changes in TCR clonality among patients receiving combination therapy and linked our findings to the severity and timing of irAE onset. These results demonstrate circulating T cell characteristics associated with ICI-induced toxicity, with implications for improved diagnostics and clinical management.


Subject(s)
Immune Checkpoint Inhibitors , Melanoma , Humans , Immune Checkpoint Inhibitors/adverse effects , Melanoma/drug therapy , Retrospective Studies , T-Lymphocytes
4.
Neuro Oncol ; 23(11): 1922-1935, 2021 11 02.
Article in English | MEDLINE | ID: mdl-33914067

ABSTRACT

BACKGROUND: Malignant meningiomas are fatal and lack effective therapy. As M2 macrophages are the most prevalent immune cell type in human meningiomas, we hypothesized that normalizing this immunosuppressive population would be an effective treatment strategy. METHODS: We used CIBERSORTx to examine the proportions of 22 immune subsets in human meningiomas. We targeted the colony-stimulating factor 1 (CSF1) or CSF1 receptor (CSF1R) axis, an important regulator of macrophage phenotype, using monoclonal antibodies (mAbs) in a novel immunocompetent murine model (MGS1) for malignant meningioma. RNA sequencing (RNA-seq) was performed to identify changes in gene expression in the tumor microenvironment (TME). Mass cytometry was used to delineate changes in immune subsets after treatment. We measured patients' plasma CSF1 levels using ELISA and CSF1R expression using multiplex quantitative immunofluorescence in a human meningioma tissue microarray. RESULTS: Human meningiomas are heavily enriched for immunosuppressive myeloid cells. MGS1 recapitulates the TME of human meningiomas, including an abundance of myeloid cells, a paucity of infiltrating T cells, and low programmed death ligand 1 (PD-L1) expression. Treatment of murine meningiomas with anti-CSF1/CSF1R, but not programmed cell death receptor 1 (PD-1), mAbs abrogate tumor growth. RNA-seq and mass cytometry analyses reveal a myeloid cell reprogramming with limited effect on T cells in the TME. CSF1 plasma levels are significantly elevated in human patients, and CSF1R is highly expressed on CD163+ macrophages within the human TME. CONCLUSION: Our findings suggest that anti-CSF1/CSF1R antibody treatment may be an effective normalization cancer immunotherapy for malignant meningiomas.


Subject(s)
Macrophage Colony-Stimulating Factor , Meningeal Neoplasms , Meningioma , Receptors, Granulocyte-Macrophage Colony-Stimulating Factor , Animals , Humans , Macrophages , Meningeal Neoplasms/drug therapy , Meningioma/drug therapy , Mice , Tumor Microenvironment
5.
Cancer Discov ; 11(7): 1700-1715, 2021 07.
Article in English | MEDLINE | ID: mdl-33658301

ABSTRACT

Specific mechanisms by which tumor-infiltrating lymphocytes (TIL) become dysfunctional remain poorly understood. Here, we employed a two-pronged approach using single-cell mass cytometry and tissue imaging technologies to dissect TILs from 25 patients with resectable and 35 patients with advanced non-small cell lung cancer (NSCLC). We identified a burned-out CD8+ TIL subset (Ebo) that specifically accumulated within the tumor microenvironment (TME) but not in adjacent nontumoral tissues. Ebo showed the highest expression of proliferation and activation markers but produced the lowest amount of IFNγ and were the most apoptotic CD8+ TIL subset. Using a humanized patient-derived tumor xenograft model, we demonstrated that Ebo expansion occurred within the TME in a PD-1/B7-H1 pathway-dependent manner. Ebo abundance in baseline tumor tissues was associated with resistance to anti-PD therapy in patients with NSCLC. Our study identifies a dysfunctional TIL subset, with distinct features from previously described exhausted T cells, and implies strategies to overcome immunotherapy resistance. SIGNIFICANCE: We identified a highly proliferative, overactivated, and apoptotic dysfunctional CD8+ tumor-infiltrating subpopulation that is functionally distinct from previously described exhausted T cells. This population is expanded in lung cancer tissues in a PD-1/B7-H1-dependent manner, and its abundance is associated with resistance to cancer immunotherapy, thus becoming a potential tissue biomarker.This article is highlighted in the In This Issue feature, p. 1601.


Subject(s)
CD8-Positive T-Lymphocytes , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Tumor Microenvironment , Aged , Animals , Carcinoma, Non-Small-Cell Lung/therapy , Female , Humans , Immunotherapy , Lung Neoplasms/therapy , Male , Mice , Mice, Inbred NOD , Prospective Studies
6.
Sci Transl Med ; 11(522)2019 12 11.
Article in English | MEDLINE | ID: mdl-31826980

ABSTRACT

Systemic lupus erythematosus (SLE) and discoid lupus erythematosus (DLE) of the skin are autoimmune diseases characterized by inappropriate immune responses against self-proteins; the key elements that determine disease pathogenesis and progression are largely unknown. Here, we show that mice lacking immune inhibitory receptor VISTA or programmed death-1 homolog (PD-1H KO) on a BALB/c background spontaneously develop cutaneous and systemic autoimmune diseases resembling human lupus. Cutaneous lupus lesions of PD-1H KO mice have clustering of plasmacytoid dendritic cells (pDCs) similar to human DLE. Using mass cytometry, we identified proinflammatory neutrophils as critical early immune infiltrating cells within cutaneous lupus lesions of PD-1H KO mice. We also found that PD-1H is highly expressed on immune cells in human SLE, DLE lesions, and cutaneous lesions of MRL/lpr mice. A PD-1H agonistic monoclonal antibody in MRL/lpr mice reduces cutaneous disease, autoantibodies, inflammatory cytokines, chemokines, and immune cell expansion. Furthermore, PD-1H on both T cells and myeloid cells including neutrophils and pDCs could transmit inhibitory signals, resulting in reduced activation and function, establishing PD-1H as an inhibitory receptor on T cells and myeloid cells. On the basis of these findings, we propose that PD-1H is a critical element in the pathogenesis and progression of lupus, and PD-1H activation could be effective for treatment of systemic and cutaneous lupus.


Subject(s)
Autoimmunity , Lupus Erythematosus, Cutaneous/immunology , Lupus Erythematosus, Systemic/immunology , Membrane Proteins/metabolism , Animals , Arthritis/pathology , Autoantibodies/immunology , Dendritic Cells/immunology , Humans , Inflammation/pathology , Interferon Type I/metabolism , Membrane Proteins/agonists , Membrane Proteins/deficiency , Mice, Inbred BALB C , Mice, Inbred MRL lpr , Myeloid Cells/metabolism , Neutrophils/immunology , Receptors, Antigen, T-Cell/metabolism , Signal Transduction , Terpenes , Up-Regulation
7.
Clin Cancer Res ; 25(15): 4663-4673, 2019 08 01.
Article in English | MEDLINE | ID: mdl-31053602

ABSTRACT

PURPOSE: To determine the tumor tissue/cell distribution, functional associations, and clinical significance of PD-1, LAG-3, and TIM-3 protein expression in human non-small cell lung cancer (NSCLC). EXPERIMENTAL DESIGN: Using multiplexed quantitative immunofluorescence, we performed localized measurements of CD3, PD-1, LAG-3, and TIM-3 protein in >800 clinically annotated NSCLCs from three independent cohorts represented in tissue microarrays. Associations between the marker's expression and major genomic alterations were studied in The Cancer Genome Atlas NSCLC dataset. Using mass cytometry (CyTOF) analysis of leukocytes collected from 20 resected NSCLCs, we determined the levels, coexpression, and functional profile of PD-1, LAG-3, and TIM-3 expressing immune cells. Finally, we measured the markers in baseline samples from 90 patients with advanced NSCLC treated with PD-1 axis blockers and known response to treatment. RESULTS: PD-1, LAG-3, and TIM-3 were detected in tumor-infiltrating lymphocytes (TIL) from 55%, 41.5%, and 25.3% of NSCLC cases, respectively. These markers showed a prominent association with each other and limited association with major clinicopathologic variables and survival in patients not receiving immunotherapy. Expression of the markers was lower in EGFR-mutated adenocarcinomas and displayed limited association with tumor mutational burden. In single-cell CyTOF analysis, PD-1 and LAG-3 were predominantly localized on T-cell subsets/NKT cells, whereas TIM-3 expression was higher in NK cells and macrophages. Coexpression of PD-1, LAG-3, and TIM-3 was associated with prominent T-cell activation (CD69/CD137), effector function (Granzyme-B), and proliferation (Ki-67), but also with elevated levels of proapoptotic markers (FAS/BIM). LAG-3 and TIM-3 were present in TIL subsets lacking PD-1 expression and showed a distinct functional profile. In baseline samples from 90 patients with advanced NSCLC treated with PD-1 axis blockers, elevated LAG-3 was significantly associated with shorter progression-free survival. CONCLUSIONS: PD-1, LAG-3, and TIM-3 have distinct tissue/cell distribution, functional implications, and genomic correlates in human NSCLC. Expression of these immune inhibitory receptors in TILs is associated with prominent activation, but also with a proapoptotic T-cell phenotype. Elevated LAG-3 expression is associated with insensitivity to PD-1 axis blockade, suggesting independence of these immune evasion pathways.


Subject(s)
Antigens, CD/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Hepatitis A Virus Cellular Receptor 2/metabolism , Lung Neoplasms/pathology , Lymphocytes, Tumor-Infiltrating/immunology , Programmed Cell Death 1 Receptor/metabolism , Single-Cell Analysis/methods , Biomarkers, Tumor/metabolism , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/immunology , Carcinoma, Non-Small-Cell Lung/metabolism , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/genetics , Lung Neoplasms/immunology , Lung Neoplasms/metabolism , Lymphocyte Activation/immunology , Prognosis , Retrospective Studies , Survival Rate , Lymphocyte Activation Gene 3 Protein
8.
Cell ; 176(1-2): 334-347.e12, 2019 01 10.
Article in English | MEDLINE | ID: mdl-30580966

ABSTRACT

Lymphocyte-activation gene 3 (LAG-3) is an immune inhibitory receptor, with major histocompatibility complex class II (MHC-II) as a canonical ligand. However, it remains controversial whether MHC-II is solely responsible for the inhibitory function of LAG-3. Here, we demonstrate that fibrinogen-like protein 1 (FGL1), a liver-secreted protein, is a major LAG-3 functional ligand independent from MHC-II. FGL1 inhibits antigen-specific T cell activation, and ablation of FGL1 in mice promotes T cell immunity. Blockade of the FGL1-LAG-3 interaction by monoclonal antibodies stimulates tumor immunity and is therapeutic against established mouse tumors in a receptor-ligand inter-dependent manner. FGL1 is highly produced by human cancer cells, and elevated FGL1 in the plasma of cancer patients is associated with a poor prognosis and resistance to anti-PD-1/B7-H1 therapy. Our findings reveal an immune evasion mechanism and have implications for the design of cancer immunotherapy.


Subject(s)
Antigens, CD/metabolism , Neoplasm Proteins/metabolism , Neoplasm Proteins/physiology , Animals , Antigens, CD/immunology , Cell Line , Fibrinogen/immunology , Fibrinogen/metabolism , Genes, MHC Class II/genetics , Genes, MHC Class II/immunology , Histocompatibility Antigens Class II/genetics , Histocompatibility Antigens Class II/immunology , Histocompatibility Antigens Class II/metabolism , Humans , Immunotherapy , Ligands , Liver/metabolism , Lymphocyte Activation/immunology , Mice , Mice, Inbred C57BL , Mice, Knockout , Neoplasm Proteins/genetics , Neoplasms/immunology , T-Lymphocytes, Cytotoxic/immunology , Lymphocyte Activation Gene 3 Protein
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