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1.
Cell ; 182(6): 1606-1622.e23, 2020 09 17.
Article in English | MEDLINE | ID: mdl-32888429

ABSTRACT

The enteric nervous system (ENS) coordinates diverse functions in the intestine but has eluded comprehensive molecular characterization because of the rarity and diversity of cells. Here we develop two methods to profile the ENS of adult mice and humans at single-cell resolution: RAISIN RNA-seq for profiling intact nuclei with ribosome-bound mRNA and MIRACL-seq for label-free enrichment of rare cell types by droplet-based profiling. The 1,187,535 nuclei in our mouse atlas include 5,068 neurons from the ileum and colon, revealing extraordinary neuron diversity. We highlight circadian expression changes in enteric neurons, show that disease-related genes are dysregulated with aging, and identify differences between the ileum and proximal/distal colon. In humans, we profile 436,202 nuclei, recovering 1,445 neurons, and identify conserved and species-specific transcriptional programs and putative neuro-epithelial, neuro-stromal, and neuro-immune interactions. The human ENS expresses risk genes for neuropathic, inflammatory, and extra-intestinal diseases, suggesting neuronal contributions to disease.


Subject(s)
Enteric Nervous System/cytology , Enteric Nervous System/metabolism , Gene Expression Regulation, Developmental/genetics , Neurons/metabolism , Nissl Bodies/metabolism , RNA, Messenger/metabolism , Single-Cell Analysis/methods , Aging/genetics , Aging/metabolism , Animals , Circadian Clocks/genetics , Colon/cytology , Colon/metabolism , Endoplasmic Reticulum, Rough/genetics , Endoplasmic Reticulum, Rough/metabolism , Endoplasmic Reticulum, Rough/ultrastructure , Epithelial Cells/metabolism , Female , Genetic Predisposition to Disease/genetics , Humans , Ileum/cytology , Ileum/metabolism , Inflammation/genetics , Inflammation/metabolism , Intestinal Diseases/genetics , Intestinal Diseases/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , Microscopy, Electron, Transmission , Nervous System Diseases/genetics , Nervous System Diseases/metabolism , Neuroglia/cytology , Neuroglia/metabolism , Neurons/cytology , Nissl Bodies/genetics , Nissl Bodies/ultrastructure , RNA, Messenger/genetics , RNA-Seq , Ribosomes/metabolism , Ribosomes/ultrastructure , Stromal Cells/metabolism
2.
Cell ; 176(6): 1265-1281.e24, 2019 03 07.
Article in English | MEDLINE | ID: mdl-30827681

ABSTRACT

Acute myeloid leukemia (AML) is a heterogeneous disease that resides within a complex microenvironment, complicating efforts to understand how different cell types contribute to disease progression. We combined single-cell RNA sequencing and genotyping to profile 38,410 cells from 40 bone marrow aspirates, including 16 AML patients and five healthy donors. We then applied a machine learning classifier to distinguish a spectrum of malignant cell types whose abundances varied between patients and between subclones in the same tumor. Cell type compositions correlated with prototypic genetic lesions, including an association of FLT3-ITD with abundant progenitor-like cells. Primitive AML cells exhibited dysregulated transcriptional programs with co-expression of stemness and myeloid priming genes and had prognostic significance. Differentiated monocyte-like AML cells expressed diverse immunomodulatory genes and suppressed T cell activity in vitro. In conclusion, we provide single-cell technologies and an atlas of AML cell states, regulators, and markers with implications for precision medicine and immune therapies. VIDEO ABSTRACT.


Subject(s)
Leukemia, Myeloid, Acute/genetics , Transcriptome/genetics , Adult , Base Sequence/genetics , Bone Marrow , Bone Marrow Cells/cytology , Cell Line, Tumor , Disease Progression , Female , Genotype , Humans , Leukemia, Myeloid, Acute/immunology , Leukemia, Myeloid, Acute/physiopathology , Machine Learning , Male , Middle Aged , Mutation , Prognosis , RNA , Signal Transduction , Single-Cell Analysis/methods , Tumor Microenvironment , Exome Sequencing/methods
4.
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
5.
Nature ; 618(7966): 834-841, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37286599

ABSTRACT

Tumours most often arise from progression of precursor clones within a single anatomical niche. In the bone marrow, clonal progenitors can undergo malignant transformation to acute leukaemia, or differentiate into immune cells that contribute to disease pathology in peripheral tissues1-4. Outside the marrow, these clones are potentially exposed to a variety of tissue-specific mutational processes, although the consequences of this are unclear. Here we investigate the development of blastic plasmacytoid dendritic cell neoplasm (BPDCN)-an unusual form of acute leukaemia that often presents with malignant cells isolated to the skin5. Using tumour phylogenomics and single-cell transcriptomics with genotyping, we find that BPDCN arises from clonal (premalignant) haematopoietic precursors in the bone marrow. We observe that BPDCN skin tumours first develop at sun-exposed anatomical sites and are distinguished by clonally expanded mutations induced by ultraviolet (UV) radiation. A reconstruction of tumour phylogenies reveals that UV damage can precede the acquisition of alterations associated with malignant transformation, implicating sun exposure of plasmacytoid dendritic cells or committed precursors during BPDCN pathogenesis. Functionally, we find that loss-of-function mutations in Tet2, the most common premalignant alteration in BPDCN, confer resistance to UV-induced cell death in plasmacytoid, but not conventional, dendritic cells, suggesting a context-dependent tumour-suppressive role for TET2. These findings demonstrate how tissue-specific environmental exposures at distant anatomical sites can shape the evolution of premalignant clones to disseminated cancer.


Subject(s)
Cell Transformation, Neoplastic , Dendritic Cells , Leukemia, Myeloid, Acute , Skin Neoplasms , Skin , Ultraviolet Rays , Humans , Bone Marrow Cells/metabolism , Bone Marrow Cells/pathology , Bone Marrow Cells/radiation effects , Cell Death/radiation effects , Cell Lineage/genetics , Cell Lineage/radiation effects , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/pathology , Cell Transformation, Neoplastic/radiation effects , Clone Cells/metabolism , Clone Cells/pathology , Clone Cells/radiation effects , Dendritic Cells/metabolism , Dendritic Cells/pathology , Dendritic Cells/radiation effects , Leukemia, Myeloid, Acute/etiology , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Mutation/radiation effects , Organ Specificity , Single-Cell Gene Expression Analysis , Skin Neoplasms/etiology , Skin Neoplasms/genetics , Skin Neoplasms/pathology , Ultraviolet Rays/adverse effects , Skin/pathology , Skin/radiation effects
6.
Nature ; 622(7984): 850-862, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37794185

ABSTRACT

Immune checkpoint blockade is effective for some patients with cancer, but most are refractory to current immunotherapies and new approaches are needed to overcome resistance1,2. The protein tyrosine phosphatases PTPN2 and PTPN1 are central regulators of inflammation, and their genetic deletion in either tumour cells or immune cells promotes anti-tumour immunity3-6. However, phosphatases are challenging drug targets; in particular, the active site has been considered undruggable. Here we present the discovery and characterization of ABBV-CLS-484 (AC484), a first-in-class, orally bioavailable, potent PTPN2 and PTPN1 active-site inhibitor. AC484 treatment in vitro amplifies the response to interferon and promotes the activation and function of several immune cell subsets. In mouse models of cancer resistant to PD-1 blockade, AC484 monotherapy generates potent anti-tumour immunity. We show that AC484 inflames the tumour microenvironment and promotes natural killer cell and CD8+ T cell function by enhancing JAK-STAT signalling and reducing T cell dysfunction. Inhibitors of PTPN2 and PTPN1 offer a promising new strategy for cancer immunotherapy and are currently being evaluated in patients with advanced solid tumours (ClinicalTrials.gov identifier NCT04777994 ). More broadly, our study shows that small-molecule inhibitors of key intracellular immune regulators can achieve efficacy comparable to or exceeding that of antibody-based immune checkpoint blockade in preclinical models. Finally, to our knowledge, AC484 represents the first active-site phosphatase inhibitor to enter clinical evaluation for cancer immunotherapy and may pave the way for additional therapeutics that target this important class of enzymes.


Subject(s)
Immunotherapy , Neoplasms , Protein Tyrosine Phosphatase, Non-Receptor Type 1 , Protein Tyrosine Phosphatase, Non-Receptor Type 2 , Animals , Humans , Mice , CD8-Positive T-Lymphocytes/drug effects , CD8-Positive T-Lymphocytes/immunology , Disease Models, Animal , Drug Resistance, Neoplasm , Immune Checkpoint Inhibitors , Immunotherapy/methods , Interferons/immunology , Killer Cells, Natural/drug effects , Killer Cells, Natural/immunology , Neoplasms/drug therapy , Neoplasms/enzymology , Neoplasms/immunology , Protein Tyrosine Phosphatase, Non-Receptor Type 1/antagonists & inhibitors , Protein Tyrosine Phosphatase, Non-Receptor Type 2/antagonists & inhibitors , Tumor Microenvironment/drug effects , Tumor Microenvironment/immunology
7.
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
8.
Blood ; 2024 Jul 16.
Article in English | MEDLINE | ID: mdl-39102652

ABSTRACT

Venous thromboembolism (VTE) is common among older individuals, but provoking factors are not identified in many cases. Patients with myeloid malignancies, especially myeloproliferative neoplasms, are at increased risk for venous thrombosis. Clonal hematopoiesis of indeterminate potential (CHIP), a precursor state to myeloid malignancies, is common among the elderly and may similarly predispose to venous thrombosis. We evaluated overall and genotype-specific associations between CHIP and prevalent and incident VTE in >400,000 samples from the UK Biobank. CHIP was modestly associated with incident VTE with a hazard ratio of 1.17 (95% confidence interval (CI) 1.09-1.3; p= 0.002) but was not significantly associated with prevalent VTE with an odds ratio of 1.02 (95% CI 0.81-1.23; p= 0.81). TET2-mutant CHIP was associated with incident VTE with a hazard ratio of 1.33 (95% CI 1.05-1.69; p= 0.02). JAK2 mutations were highly associated with both prevalent and incident VTE risk with odds ratio of 6.58 (95% CI 2.65-16.29; p= 4.7 x 10-5) and hazard ratio of 4.2 (95% CI 2.18-8.08; p= 1.7 x 10-5), respectively, consistent with the thrombophilia associated with JAK2-mutant myeloproliferative neoplasms. The association between JAK2-mutant CHIP and VTE remained significant after excluding potential undiagnosed myeloproliferative neoplasms based on laboratory parameters. Compared to heterozygous factor V Leiden and heterozygous prothrombin gene mutation, JAK2-mutant CHIP was more strongly associated with VTE but was less common. These results indicate that most individuals with CHIP do not have an altered risk of thrombosis, but that individuals with JAK2-mutant CHIP have a significantly elevated risk of VTE.

9.
Nature ; 565(7737): 43-48, 2019 01.
Article in English | MEDLINE | ID: mdl-30559380

ABSTRACT

Most patients with cancer either do not respond to immune checkpoint blockade or develop resistance to it, often because of acquired mutations that impair antigen presentation. Here we show that loss of function of the RNA-editing enzyme ADAR1 in tumour cells profoundly sensitizes tumours to immunotherapy and overcomes resistance to checkpoint blockade. In the absence of ADAR1, A-to-I editing of interferon-inducible RNA species is reduced, leading to double-stranded RNA ligand sensing by PKR and MDA5; this results in growth inhibition and tumour inflammation, respectively. Loss of ADAR1 overcomes resistance to PD-1 checkpoint blockade caused by inactivation of antigen presentation by tumour cells. Thus, effective anti-tumour immunity is constrained by inhibitory checkpoints such as ADAR1 that limit the sensing of innate ligands. The induction of sufficient inflammation in tumours that are sensitized to interferon can bypass the therapeutic requirement for CD8+ T cell recognition of cancer cells and may provide a general strategy to overcome immunotherapy resistance.


Subject(s)
Adenosine Deaminase/deficiency , Adenosine Deaminase/metabolism , Cell Cycle Checkpoints/drug effects , Drug Resistance, Neoplasm/drug effects , Melanoma, Experimental/drug therapy , Melanoma, Experimental/genetics , Programmed Cell Death 1 Receptor/antagonists & inhibitors , RNA-Binding Proteins/metabolism , Adenosine Deaminase/genetics , Animals , CRISPR-Cas Systems/genetics , Cell Line, Tumor , Drug Resistance, Neoplasm/genetics , Female , Histocompatibility Antigens Class I/immunology , Immunotherapy , Inflammation/genetics , Inflammation/immunology , Interferon-Induced Helicase, IFIH1/metabolism , Interferons/immunology , Melanoma, Experimental/immunology , Melanoma, Experimental/radiotherapy , Mice , Mice, Inbred C57BL , Phenotype , RNA Editing , RNA, Double-Stranded/genetics , RNA-Binding Proteins/genetics , Receptors, G-Protein-Coupled/metabolism
10.
Blood ; 140(10): 1094-1103, 2022 09 08.
Article in English | MEDLINE | ID: mdl-35714308

ABSTRACT

Gout is a common inflammatory arthritis caused by precipitation of monosodium urate (MSU) crystals in individuals with hyperuricemia. Acute flares are accompanied by secretion of proinflammatory cytokines, including interleukin-1ß (IL-1ß). Clonal hematopoiesis of indeterminate potential (CHIP) is an age-related condition predisposing to hematologic cancers and cardiovascular disease. CHIP is associated with elevated IL-1ß, thus we investigated CHIP as a risk factor for gout. To test the clinical association between CHIP and gout, we analyzed whole exome sequencing data from 177 824 individuals in the MGB Biobank (MGBB) and UK Biobank (UKB). In both cohorts, the frequency of gout was higher among individuals with CHIP than without CHIP (MGBB, CHIP with variant allele fraction [VAF] ≥2%: odds ratio [OR], 1.69; 95% CI, 1.09-2.61; P = .0189; UKB, CHIP with VAF ≥10%: OR, 1.25; 95% CI, 1.05-1.50; P = .0133). Moreover, individuals with CHIP and a VAF ≥10% had an increased risk of incident gout (UKB: hazard ratio [HR], 1.28; 95% CI, 1.06-1.55; P = .0107). In murine models of gout pathogenesis, animals with Tet2 knockout hematopoietic cells had exaggerated IL-1ß secretion and paw edema upon administration of MSU crystals. Tet2 knockout macrophages elaborated higher levels of IL-1ß in response to MSU crystals in vitro, which was ameliorated through genetic and pharmacologic Nlrp3 inflammasome inhibition. These studies show that TET2-mutant CHIP is associated with an increased risk of gout in humans and that MSU crystals lead to elevated IL-1ß levels in Tet2 knockout murine models. We identify CHIP as an amplifier of NLRP3-dependent inflammatory responses to MSU crystals in patients with gout.


Subject(s)
Dioxygenases , Gout , Animals , Clonal Hematopoiesis , DNA-Binding Proteins/genetics , Dioxygenases/genetics , Gout/genetics , Humans , Inflammasomes/genetics , Interleukin-1beta/genetics , Mice , NLR Family, Pyrin Domain-Containing 3 Protein/genetics , Uric Acid/chemistry , Uric Acid/pharmacology
11.
Blood ; 137(10): 1353-1364, 2021 03 11.
Article in English | MEDLINE | ID: mdl-32871584

ABSTRACT

T-cell/histiocyte-rich large B-cell lymphoma (TCRLBCL) is an aggressive variant of diffuse large B-cell lymphoma (DLBCL) characterized by rare malignant B cells within a robust but ineffective immune cell infiltrate. The mechanistic basis of immune escape in TCRLBCL is poorly defined and not targeted therapeutically. We performed a genetic and quantitative spatial analysis of the PD-1/PD-L1 pathway in a multi-institutional cohort of TCRLBCLs and found that malignant B cells harbored PD-L1/PD-L2 copy gain or amplification in 64% of cases, which was associated with increased PD-L1 expression (P = .0111). By directed and unsupervised spatial analyses of multiparametric cell phenotypic data within the tumor microenvironment, we found that TCRLBCL is characterized by tumor-immune "neighborhoods" in which malignant B cells are surrounded by exceptionally high numbers of PD-L1-expressing TAMs and PD-1+ T cells. Furthermore, unbiased clustering of spatially resolved immune signatures distinguished TCRLBCL from related subtypes of B-cell lymphoma, including classic Hodgkin lymphoma (cHL) and DLBCL-NOS. Finally, we observed clinical responses to PD-1 blockade in 3 of 5 patients with relapsed/refractory TCRLBCL who were enrolled in clinical trials for refractory hematologic malignancies (NCT03316573; NCT01953692), including 2 complete responses and 1 partial response. Taken together, these data implicate PD-1 signaling as an immune escape pathway in TCRLBCL and also support the potential utility of spatially resolved immune signatures to aid the diagnostic classification and immunotherapeutic prioritization of diverse tumor types.


Subject(s)
Histiocytes/immunology , Lymphoma, Large B-Cell, Diffuse/immunology , Programmed Cell Death 1 Receptor/immunology , T-Lymphocytes/immunology , Tumor Escape , B7-H1 Antigen/analysis , B7-H1 Antigen/immunology , Histiocytes/pathology , Humans , Lymphoma, Large B-Cell, Diffuse/pathology , Programmed Cell Death 1 Receptor/analysis , T-Lymphocytes/pathology
12.
Circulation ; 143(5): 410-423, 2021 02 02.
Article in English | MEDLINE | ID: mdl-33161765

ABSTRACT

BACKGROUND: Premature menopause is an independent risk factor for cardiovascular disease in women, but mechanisms underlying this association remain unclear. Clonal hematopoiesis of indeterminate potential (CHIP), the age-related expansion of hematopoietic cells with leukemogenic mutations without detectable malignancy, is associated with accelerated atherosclerosis. Whether premature menopause is associated with CHIP is unknown. METHODS: We included postmenopausal women from the UK Biobank (n=11 495) aged 40 to 70 years with whole exome sequences and from the Women's Health Initiative (n=8111) aged 50 to 79 years with whole genome sequences. Premature menopause was defined as natural or surgical menopause occurring before age 40 years. Co-primary outcomes were the presence of any CHIP and CHIP with variant allele frequency >0.1. Logistic regression tested the association of premature menopause with CHIP, adjusted for age, race, the first 10 principal components of ancestry, smoking, diabetes, and hormone therapy use. Secondary analyses considered natural versus surgical premature menopause and gene-specific CHIP subtypes. Multivariable-adjusted Cox models tested the association between CHIP and incident coronary artery disease. RESULTS: The sample included 19 606 women, including 418 (2.1%) with natural premature menopause and 887 (4.5%) with surgical premature menopause. Across cohorts, CHIP prevalence in postmenopausal women with versus without a history of premature menopause was 8.8% versus 5.5% (P<0.001), respectively. After multivariable adjustment, premature menopause was independently associated with CHIP (all CHIP: odds ratio, 1.36 [95% 1.10-1.68]; P=0.004; CHIP with variant allele frequency >0.1: odds ratio, 1.40 [95% CI, 1.10-1.79]; P=0.007). Associations were larger for natural premature menopause (all CHIP: odds ratio, 1.73 [95% CI, 1.23-2.44]; P=0.001; CHIP with variant allele frequency >0.1: odds ratio, 1.91 [95% CI, 1.30-2.80]; P<0.001) but smaller and nonsignificant for surgical premature menopause. In gene-specific analyses, only DNMT3A CHIP was significantly associated with premature menopause. Among postmenopausal middle-aged women, CHIP was independently associated with incident coronary artery disease (hazard ratio associated with all CHIP: 1.36 [95% CI, 1.07-1.73]; P=0.012; hazard ratio associated with CHIP with variant allele frequency >0.1: 1.48 [95% CI, 1.13-1.94]; P=0.005). CONCLUSIONS: Premature menopause, especially natural premature menopause, is independently associated with CHIP among postmenopausal women. Natural premature menopause may serve as a risk signal for predilection to develop CHIP and CHIP-associated cardiovascular disease.


Subject(s)
Clonal Hematopoiesis/physiology , Coronary Artery Disease/etiology , Menopause, Premature/physiology , Postmenopause/physiology , Adult , Aged , Coronary Artery Disease/physiopathology , Female , Humans , Middle Aged , Prospective Studies , Risk Factors , Women's Health
13.
Nat Methods ; 16(10): 987-990, 2019 10.
Article in English | MEDLINE | ID: mdl-31501547

ABSTRACT

Spatial and molecular characteristics determine tissue function, yet high-resolution methods to capture both concurrently are lacking. Here, we developed high-definition spatial transcriptomics, which captures RNA from histological tissue sections on a dense, spatially barcoded bead array. Each experiment recovers several hundred thousand transcript-coupled spatial barcodes at 2-µm resolution, as demonstrated in mouse brain and primary breast cancer. This opens the way to high-resolution spatial analysis of cells and tissues.


Subject(s)
Gene Expression Profiling , Transcriptome , Animals , Breast Neoplasms/pathology , Female , Humans , Mice , Olfactory Bulb/cytology , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Tissue Array Analysis
14.
Circulation ; 141(2): 124-131, 2020 01 14.
Article in English | MEDLINE | ID: mdl-31707836

ABSTRACT

BACKGROUND: Clonal hematopoiesis of indeterminate potential (CHIP) refers to clonal expansion of hematopoietic stem cells attributable to acquired leukemic mutations in genes such as DNMT3A or TET2. In humans, CHIP associates with prevalent myocardial infarction. In mice, CHIP accelerates atherosclerosis and increases IL-6/IL-1ß expression, raising the hypothesis that IL-6 pathway antagonism in CHIP carriers would decrease cardiovascular disease (CVD) risk. METHODS: We analyzed exome sequences from 35 416 individuals in the UK Biobank without prevalent CVD, to identify participants with DNMT3A or TET2 CHIP. We used the IL6R p.Asp358Ala coding mutation as a genetic proxy for IL-6 inhibition. We tested the association of CHIP status with incident CVD events (myocardial infarction, coronary revascularization, stroke, or death), and whether it was modified by IL6R p.Asp358Ala. RESULTS: We identified 1079 (3.0%) individuals with CHIP, including 432 (1.2%) with large clones (allele fraction >10%). During 6.9-year median follow-up, CHIP associated with increased incident CVD event risk (hazard ratio, 1.27 [95% CI, 1.04-1.56], P=0.019), with greater risk from large CHIP clones (hazard ratio, 1.59 [95% CI, 1.21-2.09], P<0.001). IL6R p.Asp358Ala attenuated CVD event risk among participants with large CHIP clones (hazard ratio, 0.46 [95% CI, 0.29-0.73], P<0.001) but not in individuals without CHIP (hazard ratio, 0.95 [95% CI, 0.89-1.01], P=0.08; Pinteraction=0.003). In 9951 independent participants, the association of CHIP status with myocardial infarction similarly varied by IL6R p.Asp358Ala (Pinteraction=0.036). CONCLUSIONS: CHIP is associated with increased risk of incident CVD. Among carriers of large CHIP clones, genetically reduced IL-6 signaling abrogated this risk.


Subject(s)
Cardiovascular Diseases/pathology , Interleukin-6/metabolism , Receptors, Interleukin-6/genetics , Aged , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/genetics , Clonal Evolution , Female , Hematopoiesis , Humans , Incidence , Male , Middle Aged , Polymorphism, Single Nucleotide , Proportional Hazards Models , Prospective Studies , Risk Factors , Signal Transduction
15.
Blood ; 134(23): 2059-2069, 2019 12 05.
Article in English | MEDLINE | ID: mdl-31697809

ABSTRACT

Classic Hodgkin lymphoma (cHL) is a tumor composed of rare, atypical, germinal center-derived B cells (Hodgkin Reed-Sternberg [HRS] cells) embedded within a robust but ineffective inflammatory milieu. The cHL tumor microenvironment (TME) is compartmentalized into "niches" rich in programmed cell death-1 ligand (PD-L1)-positive HRS cells and tumor-associated macrophages (TAMs), which associate with PD-1-positive T cells to suppress antitumor immunity via PD-L1/PD-1 signaling. Despite the exquisite sensitivity of cHL to PD-1 checkpoint blockade, most patients eventually relapse and need therapeutic alternatives. Using multiplex immunofluorescence microscopy with digital image analysis, we found that cHL is highly enriched for non-T-regulatory, cytotoxic T-lymphocyte-associated protein 4 (CTLA-4)-positive T cells (compared with reactive lymphoid tissues) that outnumber PD-1-positive and lymphocyte-activating gene-3 (LAG-3)-positive T cells. In addition, T cells touching HRS cells are more frequently positive for CTLA-4 than for PD-1 or LAG-3. We further found that HRS cells, and a subset of TAMs, are positive for the CTLA-4 ligand CD86 and that the fractions of T cells and TAMs that are CTLA-4-positive and CD86-positive, respectively, are greater within a 75 µm HRS cell niche relative to areas outside this region (CTLA-4, 38% vs 18% [P = .0001]; CD86, 38% vs 24% [P = .0007]). Importantly, CTLA-4-positive cells are present, and focally contact HRS cells, in recurrent cHL tumors following a variety of therapies, including PD-1 blockade. These results implicate CTLA-4:CD86 interactions as a component of the immunologically privileged niche surrounding HRS cells and raise the possibility that patients with cHL refractory to PD-1 blockade may benefit from CTLA-4 blockade.


Subject(s)
CTLA-4 Antigen/metabolism , Hodgkin Disease/metabolism , Neoplasm Proteins/metabolism , Programmed Cell Death 1 Receptor/metabolism , T-Lymphocytes/metabolism , Tumor Microenvironment , B7-H1 Antigen/metabolism , Female , Hodgkin Disease/pathology , Humans , Macrophages/metabolism , Macrophages/pathology , Male , Reed-Sternberg Cells/metabolism , Reed-Sternberg Cells/pathology , T-Lymphocytes/pathology
16.
Blood ; 134(26): 2369-2382, 2019 12 26.
Article in English | MEDLINE | ID: mdl-31697821

ABSTRACT

Primary mediastinal large B-cell lymphomas (PMBLs) are aggressive tumors that typically present as large mediastinal masses in young women. PMBLs share clinical, transcriptional, and molecular features with classical Hodgkin lymphoma (cHL), including constitutive activation of nuclear factor κB (NF-κB), JAK/STAT signaling, and programmed cell death protein 1 (PD-1)-mediated immune evasion. The demonstrated efficacy of PD-1 blockade in relapsed/refractory PMBLs led to recent approval by the US Food and Drug Administration and underscored the importance of characterizing targetable genetic vulnerabilities in this disease. Here, we report a comprehensive analysis of recurrent genetic alterations -somatic mutations, somatic copy number alterations, and structural variants-in a cohort of 37 newly diagnosed PMBLs. We identified a median of 9 genetic drivers per PMBL, including known and newly identified components of the JAK/STAT and NF-κB signaling pathways and frequent B2M alterations that limit major histocompatibility complex class I expression, as in cHL. PMBL also exhibited frequent, newly identified driver mutations in ZNF217 and an additional epigenetic modifier, EZH2. The majority of these alterations were clonal, which supports their role as early drivers. In PMBL, we identified several previously uncharacterized molecular features that may increase sensitivity to PD-1 blockade, including high tumor mutational burden, microsatellite instability, and an apolipoprotein B mRNA editing catalytic polypeptide-like (APOBEC) mutational signature. The shared genetic features between PMBL and cHL provide a framework for analyzing the mechanism of action of PD-1 blockade in these related lymphoid malignancies.


Subject(s)
Antineoplastic Agents, Immunological/therapeutic use , Biomarkers, Tumor/genetics , Gene Expression Regulation, Neoplastic , Lymphoma, Large B-Cell, Diffuse/pathology , Mediastinal Neoplasms/pathology , Mutation , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Adult , Cohort Studies , DNA Copy Number Variations , Female , Genomics , Humans , Lymphoma, Large B-Cell, Diffuse/drug therapy , Lymphoma, Large B-Cell, Diffuse/genetics , Male , Mediastinal Neoplasms/drug therapy , Mediastinal Neoplasms/genetics , Prognosis , Trans-Activators/genetics
17.
Mod Pathol ; 32(6): 830-843, 2019 06.
Article in English | MEDLINE | ID: mdl-30626916

ABSTRACT

Recent studies have demonstrated recurrent activating mutations involving the classical MAPK and PI3K signaling pathways in a large proportion of histiocytic neoplasms, such as Langerhans cell histiocytosis. However, very little is known about the molecular genetics of histiocytic sarcoma, a rare aggressive malignant neoplasm that shows pathologic characteristics of mature macrophages. Here we report the genomic characteristics of a large cohort of histiocytic sarcomas (n = 28) using a targeted next-generation sequencing approach to identify driver alterations. We identified recurrent mutations involving the RAS-MAPK signaling pathway (MAP2K1, KRAS, NRAS, BRAF, PTPN11, NF1, CBL) in a majority (57%) of histiocytic sarcoma cases and report a clinical response to a MEK inhibitor (Cobimetinib) in a patient with a NF1-mutated histiocytic sarcoma. A smaller subset of cases (21%) also showed mutations resulting in activation of the PI3K signaling pathway (PTEN, MTOR, PIK3R1, PIK3CA). In addition, the tumor-suppressor gene CDKN2A was the most frequently altered gene (46%). Further, a subset of histiocytic sarcoma cases shows striking molecular genetic similarities to B cell lymphomas, supporting a clonal relationship between B cell neoplasms and a subset of histiocytic sarcomas. These findings support a cooperative role for MAPK, PI3K, and cyclin-CDK4/6-INK4 signaling in the pathogenesis of histiocytic sarcoma and provide a rational basis for targeting these pathways.


Subject(s)
Histiocytic Sarcoma/genetics , MAP Kinase Signaling System/genetics , ras Proteins/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Child , Female , Histiocytic Sarcoma/pathology , Humans , Male , Middle Aged , Mutation , Young Adult
18.
Biol Blood Marrow Transplant ; 24(3): 514-520, 2018 03.
Article in English | MEDLINE | ID: mdl-29196080

ABSTRACT

Double-hit lymphomas (DHLs) and double-expressor lymphomas (DELs) are associated with resistance to frontline and salvage immunochemotherapy, as well as autologous stem cell transplantation (SCT). We hypothesized that allogeneic SCT (alloSCT) could overcome the chemoresistance associated with DEL/DHL. We retrospectively studied the impact of DEL/DHL status in a multicenter cohort of patients who underwent alloSCT for relapsed/refractory (rel/ref) aggressive B cell non-Hodgkin lymphoma (B-NHL). Seventy-eight patients transplanted at 3 centers in whom tumor tissue was available for immunohistochemistry and fluorescence in situ hybridization were enrolled; 47% had DEL and 13% had DHL. There were no significant differences in 4-year progression-free (PFS) or overall survival (OS) between patients with DEL compared with patients without DEL (PFS 30% versus 39%, P = .24; OS 31% versus 49%, P = .17) or between patients with DHL compared with patients without DHL (PFS 40% versus 34%, P = .62; OS 50% versus 38%, P = .46). The lack of association between DEL or DHL and outcome was confirmed in multivariable models, although inadequate sample size may have limited our ability to detect significant differences. In our cohort alloSCT produced durable remissions in patients with rel/ref aggressive B-NHL irrespective of DEL and DHL status, justifying its consideration in the treatment of patients with rel/ref DEL/DHL.


Subject(s)
Leukemia, Lymphocytic, Chronic, B-Cell , Lymphoma, B-Cell , Mediastinal Neoplasms , Stem Cell Transplantation , Adult , Aged , Allografts , Disease-Free Survival , Female , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , Leukemia, Lymphocytic, Chronic, B-Cell/mortality , Leukemia, Lymphocytic, Chronic, B-Cell/therapy , Lymphoma, B-Cell/genetics , Lymphoma, B-Cell/mortality , Lymphoma, B-Cell/therapy , Male , Mediastinal Neoplasms/genetics , Mediastinal Neoplasms/mortality , Mediastinal Neoplasms/therapy , Middle Aged , Retrospective Studies , Survival Rate
19.
J Neurooncol ; 137(2): 269-278, 2018 Apr.
Article in English | MEDLINE | ID: mdl-29322427

ABSTRACT

There is little known regarding the immune infiltrate present in pediatric brain tumors and how this compares to what is known about histologically similar adult tumors and its correlation with survival. Here, we provide a descriptive analysis of the immune infiltrate of 22 fresh pediatric brain tumor tissue samples of mixed diagnoses and 40 peripheral blood samples. Samples were analyzed using a flow cytometry panel containing markers for immune cell subtypes, costimulatory markers, inhibitory signals, and markers of activation. This was compared to the standard method of immunohistochemistry (IHC) for immune markers for 89 primary pediatric brain tumors. Both flow cytometry and IHC data did not correlate with the grade of tumor or mutational load and IHC data was not significantly associated with survival for either low grade or high grade gliomas. There is a trend towards a more immunosuppressive phenotype in higher grade tumors with more regulatory T cells present in these tumor types. Both PD1 and PDL1 were present in only a small percentage of the tumor infiltrate. T cell receptor sequencing revealed up to 10% clonality of T cells in tumor infiltrates and no significant difference in clonality between low and high grade gliomas. We have shown the immune infiltrate of pediatric brain tumors does not appear to correlate with grade or survival for a small sample of patients. Further research and larger studies are needed to fully understand the interaction of pediatric brain tumors and the immune system.


Subject(s)
Brain Neoplasms/immunology , Adolescent , B7-H1 Antigen/metabolism , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Biomarkers, Tumor/immunology , Brain/immunology , Brain/pathology , Brain Neoplasms/blood , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Child , Child, Preschool , Humans , Immunophenotyping , Infant , Mutation , Neoplasm Grading , Programmed Cell Death 1 Receptor/metabolism , Receptors, Antigen, T-Cell/metabolism , T-Lymphocytes, Regulatory/pathology
20.
Mod Pathol ; 30(9): 1321-1334, 2017 09.
Article in English | MEDLINE | ID: mdl-28621320

ABSTRACT

Follicular dendritic cell sarcoma is a rare malignant neoplasm of dendritic cell origin that is currently poorly characterized by genetic studies. To investigate whether recurrent genomic alterations may underlie the biology of follicular dendritic cell sarcoma and to identify potential contributory regions and genes, molecular inversion probe array analysis was performed on 14 independent formalin-fixed, paraffin-embedded samples. Abnormal genomic profiles were observed in 11 out of 14 (79%) cases. The majority showed extensive genomic complexity that was predominantly represented by hemizygous losses affecting multiple chromosomes. Alterations of chromosomal regions 1p (55%), 2p (55%), 3p (82%), 3q (45%), 6q (55%), 7q (73%), 8p (45%), 9p (64%), 11q (64%), 13q (91%), 14q (82%), 15q (64%), 17p (55%), 18q (64%), and 22q (55%) were recurrent across the 11 samples showing abnormal genomic profiles. Many recurrent genomic alterations in follicular dendritic cell sarcoma overlap deletions that are frequently observed across human cancers, suggesting selection, or an active role for these alterations in follicular dendritic cell sarcoma pathogenesis. In support of a tumor suppressor-driven biology, homozygous deletions involving tumor suppressor genes CDKN2A, RB1, BIRC3, and CYLD were also observed. Neither recurrent gains nor amplifications were observed. This genomic characterization provides new information regarding follicular dendritic cell sarcoma biology that may improve understanding about the underlying pathophysiology, provide better prognostication, and identify potential therapeutic markers for this rare disease.


Subject(s)
Biomarkers, Tumor/genetics , Chromosomes, Human , Dendritic Cell Sarcoma, Follicular/genetics , Gene Expression Profiling , Genes, Tumor Suppressor , Genomics/methods , Oligonucleotide Array Sequence Analysis , Adult , Aged , Dendritic Cell Sarcoma, Follicular/pathology , Female , Gene Deletion , Gene Expression Regulation, Neoplastic , Genetic Predisposition to Disease , Homozygote , Humans , Loss of Heterozygosity , Male , Middle Aged , Phenotype , Young Adult
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