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1.
Leukemia ; 38(6): 1246-1255, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38724673

ABSTRACT

T cells are important for the control of acute myeloid leukemia (AML), a common and often deadly malignancy. We observed that some AML patient samples are resistant to killing by human-engineered cytotoxic CD4+ T cells. Single-cell RNA-seq of primary AML samples and CD4+ T cells before and after their interaction uncovered transcriptional programs that correlate with AML sensitivity or resistance to CD4+ T cell killing. Resistance-associated AML programs were enriched in AML patients with poor survival, and killing-resistant AML cells did not engage T cells in vitro. Killing-sensitive AML potently activated T cells before being killed, and upregulated ICAM1, a key component of the immune synapse with T cells. Without ICAM1, killing-sensitive AML became resistant to killing by primary ex vivo-isolated CD8+ T cells in vitro, and engineered CD4+ T cells in vitro and in vivo. While AML heterogeneity implies that multiple factors may determine their sensitivity to T cell killing, these data show that ICAM1 acts as an immune trigger, allowing T cell killing, and could play a role in AML patient survival in vivo.


Subject(s)
Intercellular Adhesion Molecule-1 , Leukemia, Myeloid, Acute , Humans , Leukemia, Myeloid, Acute/immunology , Leukemia, Myeloid, Acute/pathology , Intercellular Adhesion Molecule-1/metabolism , Intercellular Adhesion Molecule-1/genetics , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/metabolism , Mice , Animals , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Prognosis , Cytotoxicity, Immunologic
2.
Cell Stem Cell ; 31(4): 499-518.e6, 2024 Apr 04.
Article in English | MEDLINE | ID: mdl-38579682

ABSTRACT

Allogeneic hematopoietic stem and progenitor cell transplant (HSCT) of CCR5 null (CCR5Δ32) cells can be curative for HIV-1-infected patients. However, because allogeneic HSCT poses significant risk, CCR5Δ32 matched bone marrow donors are rare, and CCR5Δ32 transplant does not confer resistance to the CXCR4-tropic virus, it is not a viable option for most patients. We describe a targeted Cas9/AAV6-based genome editing strategy for autologous HSCT resulting in both CCR5- and CXCR4-tropic HIV-1 resistance. Edited human hematopoietic stem and progenitor cells (HSPCs) maintain multi-lineage repopulation capacity in vivo, and edited primary human T cells potently inhibit infection by both CCR5-tropic and CXCR4-tropic HIV-1. Modification rates facilitated complete loss of CCR5-tropic replication and up to a 2,000-fold decrease in CXCR4-tropic replication without CXCR4 locus disruption. This multi-factor editing strategy in HSPCs could provide a broad approach for autologous HSCT as a functional cure for both CCR5-tropic and CXCR4-tropic HIV-1 infections.


Subject(s)
Gene Editing , HIV Infections , HIV-1 , Humans , Gene Editing/methods , Hematopoietic Stem Cells , HIV Infections/genetics , HIV Infections/therapy , HIV-1/genetics , Receptors, CCR5/genetics , Receptors, CXCR4/genetics
3.
bioRxiv ; 2024 Mar 12.
Article in English | MEDLINE | ID: mdl-38559096

ABSTRACT

Human adaptive immunity is orchestrated by effector and regulatory T (Treg) cells. Natural Tregs arise in the thymus where they are shaped to recognize self-antigens, while type 1 Tregs or Tr1 cells are induced from conventional peripheral CD4 + T cells in response to peripheral antigens, such as alloantigens and allergens. Tr1 cells have been developed as a potential therapy for inducing antigen-specific tolerance, because they can be rapidly differentiated in vitro in response to a target antigen. However, the epigenetic landscape and the identity of transcription factors (TFs) that regulate differentiation, phenotype, and functions of human antigen-specific Tr1 cells is largely unknown, hindering Tr1 research and broader clinical development. Here, we reveal the unique epigenetic signature of antigen-specific Tr1 cells, and TFs that regulate their differentiation, phenotype and function. We showed that in vitro induced antigen-specific Tr1 cells are distinct both clonally and transcriptionally from natural Tregs and other conventional CD4 + T cells on a single-cell level. An integrative analysis of Tr1 cell epigenome and transcriptome identified a TF signature unique to antigen-specific Tr1 cells, and predicted that IRF4, BATF, and MAF act as their transcriptional regulators. Using functional genomics, we showed that each of these TFs play a non-redundant role in regulating Tr1 cell differentiation, suppressive function, and expression of co-inhibitory and cytotoxic proteins. By using the Tr1-specific TF signature as a molecular fingerprint, we tracked Tr1 cells in peripheral blood of recipients of allogeneic hematopoietic stem cell transplantation treated with adoptive Tr1 cell therapy. Furthermore, the same signature identified Tr1 cells in resident CD4 + T cells in solid tumors. Altogether, these results reveal the epigenetic signature and the key transcriptional regulators of human Tr1 cells. These data will guide mechanistic studies of human Tr1 cell biology and the development and optimization of adoptive Tr1 cell therapies.

4.
Cancers (Basel) ; 15(21)2023 Oct 29.
Article in English | MEDLINE | ID: mdl-37958378

ABSTRACT

Juvenile myelomonocytic leukemia (JMML) is a deadly pediatric leukemia driven by RAS pathway mutations, of which >35% are gain-of-function in PTPN11. Although DNA hypermethylation portends severe clinical phenotypes, the landscape of histone modifications and chromatin profiles in JMML patient cells have not been explored. Using global mass cytometry, Epigenetic Time of Flight (EpiTOF), we analyzed hematopoietic stem and progenitor cells (HSPCs) from five JMML patients with PTPN11 mutations. These data revealed statistically significant changes in histone methylation, phosphorylation, and acetylation marks that were unique to JMML HSPCs when compared with healthy controls. Consistent with these data, assay for transposase-accessible chromatin with sequencing (ATAC-seq) analysis revealed significant alterations in chromatin profiles at loci encoding post-translational modification enzymes, strongly suggesting their mis-regulated expression. Collectively, this study reveals histone modification pathways as an additional epigenetic abnormality in JMML patient HSPCs, thereby uncovering a new family of potential druggable targets for the treatment of JMML.

5.
bioRxiv ; 2023 Sep 23.
Article in English | MEDLINE | ID: mdl-37790561

ABSTRACT

T cells are important for the control of acute myeloid leukemia (AML), a common and often deadly malignancy. We observed that some AML patient samples are resistant to killing by human engineered cytotoxic CD4 + T cells. Single-cell RNA-seq of primary AML samples and CD4 + T cells before and after their interaction uncovered transcriptional programs that correlate with AML sensitivity or resistance to CD4 + T cell killing. Resistance-associated AML programs were enriched in AML patients with poor survival, and killing-resistant AML cells did not engage T cells in vitro . Killing-sensitive AML potently activated T cells before being killed, and upregulated ICAM1 , a key component of the immune synapse with T cells. Without ICAM1, killing-sensitive AML became resistant to killing to primary ex vivo -isolated CD8 + T cells in vitro , and engineered CD4 + T cells in vitro and in vivo . Thus, ICAM1 on AML acts as an immune trigger, allowing T cell killing, and could affect AML patient survival in vivo . SIGNIFICANCE: AML is a common leukemia with sub-optimal outcomes. We show that AML transcriptional programs correlate with susceptibility to T cell killing. Killing resistance-associated AML programs are enriched in patients with poor survival. Killing-sensitive, but not resistant AML activate T cells and upregulate ICAM1 that binds to LFA-1 on T cells, allowing immune synapse formation which is critical for AML elimination.

6.
Stem Cells ; 41(6): 560-569, 2023 06 15.
Article in English | MEDLINE | ID: mdl-36987811

ABSTRACT

Diamond Blackfan anemia (DBA) is an inherited bone marrow failure syndrome associated with severe anemia, congenital malformations, and an increased risk of developing cancer. The chromatin-binding special AT-rich sequence-binding protein-1 (SATB1) is downregulated in megakaryocyte/erythroid progenitors (MEPs) in patients and cell models of DBA, leading to a reduction in MEP expansion. Here we demonstrate that SATB1 expression is required for the upregulation of the critical erythroid factors heat shock protein 70 (HSP70) and GATA1 which accompanies MEP differentiation. SATB1 binding to specific sites surrounding the HSP70 genes promotes chromatin loops that are required for the induction of HSP70, which, in turn, promotes GATA1 induction. This demonstrates that SATB1, although gradually downregulated during myelopoiesis, maintains a biological function in early myeloid progenitors.


Subject(s)
Anemia, Diamond-Blackfan , Matrix Attachment Region Binding Proteins , Humans , Matrix Attachment Region Binding Proteins/genetics , Matrix Attachment Region Binding Proteins/metabolism , Megakaryocytes/metabolism , HSP70 Heat-Shock Proteins/genetics , HSP70 Heat-Shock Proteins/metabolism , Cell Differentiation/genetics , Transcription Factors/metabolism , Anemia, Diamond-Blackfan/metabolism , Chromatin/metabolism , GATA1 Transcription Factor/genetics , GATA1 Transcription Factor/metabolism
7.
Front Immunol ; 14: 1328005, 2023.
Article in English | MEDLINE | ID: mdl-38347954

ABSTRACT

Biallelic mutations in the ACP5 gene cause spondyloenchondrodysplasia with immune dysregulation (SPENCDI). SPENCDI is characterized by the phenotypic triad of skeletal dysplasia, innate and adaptive immune dysfunction, and variable neurologic findings ranging from asymptomatic brain calcifications to severe developmental delay with spasticity. Immune dysregulation in SPENCDI is often refractory to standard immunosuppressive treatments. Here, we present the cases of two patients with SPENCDI and recalcitrant autoimmune cytopenias who demonstrated a favorable clinical response to targeted JAK inhibition over a period of more than 3 years. One of the patients exhibited steadily rising IgG levels and a bone marrow biopsy revealed smoldering multiple myeloma. A review of the literature uncovered that approximately half of the SPENCDI patients reported to date exhibited increased IgG levels. Screening for multiple myeloma in SPENCDI patients with rising IgG levels should therefore be considered.


Subject(s)
Anemia, Hemolytic, Autoimmune , Autoimmune Diseases , Immunoglobulin G , Immunologic Deficiency Syndromes , Janus Kinase 2 , Osteochondrodysplasias , Thrombocytopenia , Humans , Tartrate-Resistant Acid Phosphatase/genetics , Janus Kinase 1
8.
Exp Hematol ; 111: 66-78, 2022 07.
Article in English | MEDLINE | ID: mdl-35460833

ABSTRACT

Diamond-Blackfan Anemia (DBA) is an inherited bone marrow failure syndrome that is associated with anemia, congenital anomalies, and cancer predisposition. It is categorized as a ribosomopathy, because more than 80% or patients have haploinsufficiency of either a small or large subunit-associated ribosomal protein (RP). The erythroid pathology is due predominantly to a block and delay in early committed erythropoiesis with reduced megakaryocyte/erythroid progenitors (MEPs). To understand the molecular pathways leading to pathogenesis of DBA, we performed RNA sequencing on mRNA and miRNA from RPS19-deficient human hematopoietic stem and progenitor cells (HSPCs) and compared existing database documenting transcript fluctuations across stages of early normal erythropoiesis. We determined the chromatin regulator, SATB1 was prematurely downregulated through the coordinated action of upregulated miR-34 and miR-30 during differentiation in ribosomal insufficiency. Restoration of SATB1 rescued MEP expansion, leading to a modest improvement in erythroid and megakaryocyte expansion in RPS19 insufficiency. However, SATB1 expression did not affect expansion of committed erythroid progenitors, indicating ribosomal insufficiency affects multiple stages during erythroid differentiation.


Subject(s)
Anemia, Diamond-Blackfan , Erythropoiesis , Matrix Attachment Region Binding Proteins , MicroRNAs , Anemia, Diamond-Blackfan/pathology , Down-Regulation , Erythropoiesis/genetics , Hematopoietic Stem Cells , Humans , Matrix Attachment Region Binding Proteins/genetics , Matrix Attachment Region Binding Proteins/metabolism , Megakaryocytes/cytology , MicroRNAs/genetics , Ribosomal Proteins
9.
Sci Transl Med ; 13(617): eabf5264, 2021 Oct 27.
Article in English | MEDLINE | ID: mdl-34705520

ABSTRACT

Type 1 regulatory T (Tr1) cells are inducible, interleukin (IL)-10+FOXP3− regulatory T cells that can suppress graft-versus-host disease (GvHD) after allogeneic hematopoietic stem cell transplantation (allo-HSCT). We have optimized an in vitro protocol to generate a Tr1-enriched cell product called T-allo10, which is undergoing clinical evaluation in patients with hematological malignancies receiving a human leukocyte antigen (HLA)­mismatched allo-HSCT. Donor-derived T-allo10 cells are specific for host alloantigens, are anergic, and mediate alloantigen-specific suppression. In this study, we determined the mechanism of action of T-allo10 cells and evaluated survival of adoptively transferred Tr1 cells in patients. We showed that Tr1 cells, in contrast to the non-Tr1 population, displayed a restricted T cell receptor (TCR) repertoire, indicating alloantigen-induced clonal expansion. Tr1 cells also had a distinct transcriptome, including high expression of cytotoxic T lymphocyte­associated protein 4 (CTLA-4) and programmed cell death protein 1 (PD-1). Blockade of CTLA-4 or PD-1/PD-L1 abrogated T-allo10­mediated suppression, confirming that these proteins, in addition to IL-10, play key roles in Tr1-suppressive function and that Tr1 cells represent the active component of the T-allo10 product. Furthermore, T-allo10­derived Tr1 cells were detectable in the peripheral blood of HSCT patients up to 1 year after T-allo10 transfer. Collectively, we revealed a distinct molecular phenotype, mechanisms of action, and in vivo persistence of alloantigen-specific Tr1 cells. These results further characterize Tr1 cell biology and provide essential knowledge for the design and tracking of Tr1-based cell therapies.


Subject(s)
Isoantigens , Programmed Cell Death 1 Receptor , CD4-Positive T-Lymphocytes , CTLA-4 Antigen , Humans , T-Lymphocytes, Regulatory
10.
Cytotherapy ; 23(11): 1017-1028, 2021 11.
Article in English | MEDLINE | ID: mdl-34404616

ABSTRACT

BACKGROUND AIMS: Allogeneic hematopoietic stem cell transplantation (allo-HSCT) is a curative therapeutic approach for many hematological disorders. However, allo-HSCT is frequently accompanied by a serious side effect: graft-versus-host disease (GVHD). The clinical use of allo-HSCT is limited by the inability of current immunosuppressive regimens to adequately control GvHD without impairing the graft-versus-leukemia effect (GvL) conferred by transplanted healthy immune cells. To address this, the authors have developed an engineered type 1 regulatory T-cell product called CD4IL-10 cells. CD4IL-10 cells are obtained through lentiviral transduction, which delivers the human IL10 gene into purified polyclonal CD4+ T cells. CD4IL-10 cells may provide an advantage over standard-of-care immunosuppressants because of the ability to suppress GvHD through continuous secretion of IL-10 and enhance the GvL effect in myeloid malignancies through targeted killing of malignant myeloid cells. METHODS: Here the authors established a production process aimed at current Good Manufacturing Practice (cGMP) production for CD4IL-10 cells. RESULTS: The authors demonstrated that the CD4IL-10 cell product maintains the suppressive and cytotoxic functions of previously described CD4IL-10 cells. In addition, RNA sequencing analysis of CD4IL-10 identified novel transcriptome changes, indicating that CD4IL-10 cells primarily upregulate cytotoxicity-related genes. These include four molecules with described roles in CD8+ T and natural killer cell-mediated cytotoxicity: CD244, KLRD1, KLRC1 and FASLG. Finally, it was shown that CD4IL-10 cells upregulate IL-22, which mediates wound healing and tissue repair, particularly in the gut. CONCLUSIONS: Collectively, these results pave the way toward clinical translation of the cGMP-optimized CD4IL-10 cell product and uncover new molecules that have a role in the clinical application of CD4IL-10 cells.


Subject(s)
Graft vs Host Disease , Hematopoietic Stem Cell Transplantation , CD4-Positive T-Lymphocytes , Graft vs Host Disease/genetics , Graft vs Host Disease/therapy , Graft vs Leukemia Effect , Humans , Immunotherapy , T-Lymphocytes, Regulatory
11.
Front Immunol ; 12: 683680, 2021.
Article in English | MEDLINE | ID: mdl-34305917

ABSTRACT

Type 1 regulatory T (Tr1) cells are subset of peripherally induced antigen-specific regulatory T cells. IL-10 signaling has been shown to be indispensable for polarization and function of Tr1 cells. However, the transcriptional machinery underlying human Tr1 cell differentiation and function is not yet elucidated. To this end, we performed RNA sequencing on ex vivo human CD49b+LAG3+ Tr1 cells. We identified the transcription factor, BHLHE40, to be highly expressed in Tr1 cells. Even though Tr1 cells characteristically produce high levels of IL-10, we found that BHLHE40 represses IL-10 and increases IFN-γ secretion in naïve CD4+ T cells. Through CRISPR/Cas9-mediated knockout, we determined that IL10 significantly increased in the sgBHLHE40-edited cells and BHLHE40 is dispensable for naïve CD4+ T cells to differentiate into Tr1 cells in vitro. Interestingly, BHLHE40 overexpression induces the surface expression of CD49b and LAG3, co-expressed surface molecules attributed to Tr1 cells, but promotes IFN-γ production. Our findings uncover a novel mechanism whereby BHLHE40 acts as a regulator of IL-10 and IFN-γ in human CD4+ T cells.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/metabolism , Homeodomain Proteins/metabolism , Interferon-gamma/metabolism , Interleukin-10/metabolism , T-Lymphocytes, Regulatory/metabolism , Basic Helix-Loop-Helix Transcription Factors/genetics , Cell Differentiation , Homeodomain Proteins/genetics , Humans , Sequence Analysis, RNA , Signal Transduction , T-Lymphocytes, Regulatory/immunology , Transcription Factors
12.
Haematologica ; 106(10): 2588-2597, 2021 10 01.
Article in English | MEDLINE | ID: mdl-33054128

ABSTRACT

Type 1 regulatory (Tr1) T cells induced by enforced expression of IL-10 (LV-10) are being developed as a novel treatment for chemotherapy-resistant myeloid leukemias. In vivo, LV-10 cells do not cause graft vs host disease while mediating graft vs leukemia (GvL) effect against adult acute myeloid leukemia (AML). Since pediatric AML (pAML) and adult AML are different on a genetic and epigenetic level, we investigate herein whether LV-10 cells also efficiently kill pAML cells. We show that the majority of primary pAML are killed by LV-10 cells, with different levels of sensitivity to killing. Transcriptionally, pAML sensitive to LV-10 killing expressed a myeloid maturation signature. Overlaying the signatures of sensitive and resistant pAML onto the public NCI TARGET pAML dataset revealed that sensitive pAML clustered with M5 monocytic pAML and pAML with MLL rearrangement. Resistant pAML clustered with myelomonocytic leukemias and those bearing the core binding factor translocations inv(16) or t(8;21)(RUNX1-RUNX1T1). Furthermore, resistant pAML upregulated the membrane glycoprotein CD200, which binds to the inhibitory receptor CD200R1 on LV-10 cells. To examine if CD200 expression on target cells can impair LV-10 cell function, we overexpressed CD200 in myeloid leukemia cell lines ordinarily sensitive to LV-10 killing. Indeed, LV-10 cells degranulated less and killed fewer CD200-overexpressing cells compared to controls, indicating that pAML can utilize CD200 expression for immune evasion. Altogether, the majority of pAML are killed by LV-10 cells in vitro, supporting further LV-10 cell development as an innovative cell therapy for pAML.


Subject(s)
Leukemia, Myeloid, Acute , T-Lymphocytes, Regulatory , Adult , CD4-Positive T-Lymphocytes , Child , Graft vs Leukemia Effect , Humans , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/therapy , Translocation, Genetic
13.
J Exp Med ; 216(5): 1154-1169, 2019 05 06.
Article in English | MEDLINE | ID: mdl-30962246

ABSTRACT

Systemic lupus erythematosus carries an increased risk of pregnancy complications, including preeclampsia and fetal adverse outcomes. To identify the underlying molecular mechanisms, we longitudinally profiled the blood transcriptome of 92 lupus patients and 43 healthy women during pregnancy and postpartum and performed multicolor flow cytometry in a subset of them. We also profiled 25 healthy women undergoing assisted reproductive technology to monitor transcriptional changes around embryo implantation. Sustained down-regulation of multiple immune signatures, including interferon and plasma cells, was observed during healthy pregnancy. These changes appeared early after embryo implantation and were mirrored in uncomplicated lupus pregnancies. Patients with preeclampsia displayed early up-regulation of neutrophil signatures that correlated with expansion of immature neutrophils. Lupus pregnancies with fetal complications carried the highest interferon and plasma cell signatures as well as activated CD4+ T cell counts. Thus, blood immunomonitoring reveals that both healthy and uncomplicated lupus pregnancies exhibit early and sustained transcriptional modulation of lupus-related signatures, and a lack thereof associates with adverse outcomes.


Subject(s)
Lupus Erythematosus, Systemic/blood , Lupus Erythematosus, Systemic/genetics , Pregnancy Complications/blood , Pregnancy Complications/genetics , Transcriptome , Adult , Biomarkers , Embryo Implantation/genetics , Female , Humans , Longitudinal Studies , Pre-Eclampsia/genetics , Pregnancy , Prospective Studies , RNA-Seq
14.
J Allergy Clin Immunol ; 142(6): 1679-1695, 2018 12.
Article in English | MEDLINE | ID: mdl-30527062

ABSTRACT

Monogenic diseases of the immune system, also known as inborn errors of immunity, are caused by single-gene mutations resulting in immune deficiency and dysregulation. More than 350 diseases have been described to date, and the number is rapidly expanding, with increasing availability of next-generation sequencing facilitating the diagnosis. The spectrum of immune dysregulation is wide, encompassing deficiencies in humoral, cellular, innate, and adaptive immunity; phagocytosis; and the complement system, which lead to autoinflammation and autoimmunity. Multiorgan autoimmunity is a dominant symptom when genetic mutations lead to defects in molecules essential for the development, survival, and/or function of regulatory T (Treg) cells. Studies of "Tregopathies" are providing critical mechanistic information on Treg cell biology, the role of Treg cell-associated molecules, and regulation of peripheral tolerance in human subjects. The pathogenic immune networks underlying these diseases need to be dissected to apply and develop immunomodulatory treatments and design curative treatments using cell and gene therapy. Here we review the pathogenetic mechanisms, clinical presentation, diagnosis, and current and future treatments of major known Tregopathies caused by mutations in FOXP3, CD25, cytotoxic T lymphocyte-associated antigen 4 (CTLA4), LPS-responsive and beige-like anchor protein (LRBA), and BTB domain and CNC homolog 2 (BACH2) and gain-of-function mutations in signal transducer and activator of transcription 3 (STAT3). We also discuss deficiencies in genes encoding STAT5b and IL-10 or IL-10 receptor as potential Tregopathies.


Subject(s)
Immunologic Deficiency Syndromes/immunology , T-Lymphocytes, Regulatory/immunology , Animals , Forkhead Transcription Factors/immunology , Humans , Immunologic Deficiency Syndromes/diagnosis , Interleukin-10/immunology , Receptors, Interleukin-10/immunology
15.
Cancer Res ; 78(18): 5243-5258, 2018 09 15.
Article in English | MEDLINE | ID: mdl-30012670

ABSTRACT

Inflammation affects tumor immune surveillance and resistance to therapy. Here, we show that production of IL1ß in primary breast cancer tumors is linked with advanced disease and originates from tumor-infiltrating CD11c+ myeloid cells. IL1ß production is triggered by cancer cell membrane-derived TGFß. Neutralizing TGFß or IL1 receptor prevents breast cancer progression in humanized mouse model. Patients with metastatic HER2- breast cancer display a transcriptional signature of inflammation in the blood leukocytes, which is attenuated after IL1 blockade. When present in primary breast cancer tumors, this signature discriminates patients with poor clinical outcomes in two independent public datasets (TCGA and METABRIC).Significance: IL1ß orchestrates tumor-promoting inflammation in breast cancer and can be targeted in patients using an IL1 receptor antagonist. Cancer Res; 78(18); 5243-58. ©2018 AACRSee related commentary by Dinarello, p. 5200.


Subject(s)
Breast Neoplasms/metabolism , Gene Expression Regulation, Neoplastic , Interleukin 1 Receptor Antagonist Protein/metabolism , Interleukin-1beta/metabolism , Transcription, Genetic , Animals , Breast Neoplasms/drug therapy , CD11c Antigen/metabolism , Capecitabine/administration & dosage , Cell Line, Tumor , Cell Membrane/metabolism , Female , Furans/administration & dosage , Humans , Inflammation , Interleukin 1 Receptor Antagonist Protein/administration & dosage , Ketones/administration & dosage , Leukocytes, Mononuclear/cytology , Macrophages/metabolism , Mice , Mice, SCID , Myeloid Cells/metabolism , Neoplasm Metastasis , Neoplasm Transplantation , Paclitaxel/administration & dosage , Pilot Projects , Transforming Growth Factor beta/metabolism
16.
J Exp Med ; 214(11): 3449-3466, 2017 Nov 06.
Article in English | MEDLINE | ID: mdl-28935693

ABSTRACT

The etiology of sporadic human chronic inflammatory diseases remains mostly unknown. To fill this gap, we developed a strategy that simultaneously integrates blood leukocyte responses to innate stimuli at the transcriptional, cellular, and secreted protein levels. When applied to systemic juvenile idiopathic arthritis (sJIA), an autoinflammatory disease of unknown etiology, this approach identified gene sets associated with specific cytokine environments and activated leukocyte subsets. During disease remission and off treatment, sJIA patients displayed dysregulated responses to TLR4, TLR8, and TLR7 stimulation. Isolated sJIA monocytes underexpressed the IL-1 inhibitor aryl hydrocarbon receptor (AHR) at baseline and accumulated higher levels of intracellular IL-1ß after stimulation. Supporting the demonstration that AHR down-regulation skews monocytes toward macrophage differentiation, sJIA monocytes differentiated in vitro toward macrophages, away from the dendritic cell phenotype. This might contribute to the increased incidence of macrophage activation syndrome in these patients. Integrated analysis of high-dimensional data can thus unravel immune alterations predisposing to complex inflammatory diseases.


Subject(s)
Arthritis, Juvenile/genetics , Cell Differentiation/genetics , Macrophages/metabolism , Monocytes/metabolism , Adult , Arthritis, Juvenile/blood , Arthritis, Juvenile/immunology , Blotting, Western , Cell Differentiation/drug effects , Cell Differentiation/immunology , Cytokines/blood , Cytokines/genetics , Cytokines/immunology , Enzyme-Linked Immunosorbent Assay , Gene Expression Profiling/methods , Humans , Interleukin-1beta/blood , Interleukin-1beta/genetics , Interleukin-1beta/immunology , Ligands , Lipopolysaccharides/immunology , Lipopolysaccharides/pharmacology , Macrophages/immunology , Monocytes/immunology , Reverse Transcriptase Polymerase Chain Reaction
17.
Annu Rev Immunol ; 35: 337-370, 2017 04 26.
Article in English | MEDLINE | ID: mdl-28142321

ABSTRACT

Transcriptomics, the high-throughput characterization of RNAs, has been instrumental in defining pathogenic signatures in human autoimmunity and autoinflammation. It enabled the identification of new therapeutic targets in IFN-, IL-1- and IL-17-mediated diseases. Applied to immunomonitoring, transcriptomics is starting to unravel diagnostic and prognostic signatures that stratify patients, track molecular changes associated with disease activity, define personalized treatment strategies, and generally inform clinical practice. Herein, we review the use of transcriptomics to define mechanistic, diagnostic, and predictive signatures in human autoimmunity and autoinflammation. We discuss some of the analytical approaches applied to extract biological knowledge from high-dimensional data sets. Finally, we touch upon emerging applications of transcriptomics to study eQTLs, B and T cell repertoire diversity, and isoform usage.


Subject(s)
Autoimmune Diseases/diagnosis , Inflammation/diagnosis , Transcriptome , Autoimmune Diseases/immunology , Datasets as Topic , High-Throughput Nucleotide Sequencing , Humans , Inflammation/immunology , Information Storage and Retrieval , Molecular Targeted Therapy , Monitoring, Immunologic , Prognosis
19.
Cell ; 165(3): 551-65, 2016 Apr 21.
Article in English | MEDLINE | ID: mdl-27040498

ABSTRACT

Systemic lupus erythematosus (SLE) is an autoimmune disease characterized by loss of tolerance to nucleic acids and highly diverse clinical manifestations. To assess its molecular heterogeneity, we longitudinally profiled the blood transcriptome of 158 pediatric patients. Using mixed models accounting for repeated measurements, demographics, treatment, disease activity (DA), and nephritis class, we confirmed a prevalent IFN signature and identified a plasmablast signature as the most robust biomarker of DA. We detected gradual enrichment of neutrophil transcripts during progression to active nephritis and distinct signatures in response to treatment in different nephritis subclasses. Importantly, personalized immunomonitoring uncovered individual correlates of disease activity that enabled patient stratification into seven groups, supported by patient genotypes. Our study uncovers the molecular heterogeneity of SLE and provides an explanation for the failure of clinical trials. This approach may improve trial design and implementation of tailored therapies in genetically and clinically complex autoimmune diseases. PAPERCLIP.


Subject(s)
Lupus Erythematosus, Systemic/genetics , Adolescent , Child , Female , Humans , Longitudinal Studies , Lupus Erythematosus, Systemic/immunology , Lupus Erythematosus, Systemic/pathology , Lupus Erythematosus, Systemic/therapy , Lupus Nephritis/genetics , Lupus Nephritis/immunology , Neutrophils/immunology , Polymorphism, Single Nucleotide , Precision Medicine , Transcriptome
20.
Nat Commun ; 5: 5283, 2014 Oct 22.
Article in English | MEDLINE | ID: mdl-25335753

ABSTRACT

The mechanisms by which microbial vaccines interact with human APCs remain elusive. Herein, we describe the transcriptional programs induced in human DCs by pathogens, innate receptor ligands and vaccines. Exposure of DCs to influenza, Salmonella enterica and Staphylococcus aureus allows us to build a modular framework containing 204 transcript clusters. We use this framework to characterize the responses of human monocytes, monocyte-derived DCs and blood DC subsets to 13 vaccines. Different vaccines induce distinct transcriptional programs based on pathogen type, adjuvant formulation and APC targeted. Fluzone, Pneumovax and Gardasil, respectively, activate monocyte-derived DCs, monocytes and CD1c+ blood DCs, highlighting APC specialization in response to vaccines. Finally, the blood signatures from individuals vaccinated with Fluzone or infected with influenza reveal a signature of adaptive immunity activation following vaccination and symptomatic infections, but not asymptomatic infections. These data, offered with a web interface, may guide the development of improved vaccines.


Subject(s)
Dendritic Cells/cytology , Dendritic Cells/microbiology , Transcription, Genetic , Vaccines/chemistry , Algorithms , Animals , Antigens, CD1/metabolism , Antigens, Surface/metabolism , Cluster Analysis , Cytokines/metabolism , Dendritic Cells/metabolism , Dogs , Gene Expression Profiling , Glycoproteins/metabolism , Humans , Influenza A Virus, H1N1 Subtype , Interleukin-4/metabolism , Madin Darby Canine Kidney Cells , Monocytes/cytology , Monocytes/metabolism , Principal Component Analysis , Salmonella enterica , Staphylococcus aureus , Thrombomodulin , Transcriptome
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