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1.
Cell ; 174(5): 1293-1308.e36, 2018 08 23.
Article in English | MEDLINE | ID: mdl-29961579

ABSTRACT

Knowledge of immune cell phenotypes in the tumor microenvironment is essential for understanding mechanisms of cancer progression and immunotherapy response. We profiled 45,000 immune cells from eight breast carcinomas, as well as matched normal breast tissue, blood, and lymph nodes, using single-cell RNA-seq. We developed a preprocessing pipeline, SEQC, and a Bayesian clustering and normalization method, Biscuit, to address computational challenges inherent to single-cell data. Despite significant similarity between normal and tumor tissue-resident immune cells, we observed continuous phenotypic expansions specific to the tumor microenvironment. Analysis of paired single-cell RNA and T cell receptor (TCR) sequencing data from 27,000 additional T cells revealed the combinatorial impact of TCR utilization on phenotypic diversity. Our results support a model of continuous activation in T cells and do not comport with the macrophage polarization model in cancer. Our results have important implications for characterizing tumor-infiltrating immune cells.


Subject(s)
Breast Neoplasms/immunology , Gene Expression Regulation, Neoplastic , Receptors, Antigen, T-Cell/metabolism , Sequence Analysis, RNA , Single-Cell Analysis , Tumor Microenvironment/immunology , Bayes Theorem , Breast Neoplasms/pathology , Cluster Analysis , Computational Biology , Female , Gene Expression Profiling , Humans , Immune System , Immunotherapy/methods , Lymph Nodes , Lymphocytes, Tumor-Infiltrating , Macrophages/metabolism , Phenotype , Transcriptome
2.
Nat Immunol ; 20(2): 232-242, 2019 02.
Article in English | MEDLINE | ID: mdl-30643266

ABSTRACT

Regulatory T cells (Treg cells), whose differentiation and function are controlled by transcription factor Foxp3, express the closely related family member Foxp1. Here we explored Foxp1 function in Treg cells. We found that a large number of Foxp3-bound genomic sites in Treg cells were occupied by Foxp1 in both Treg cells and conventional T cells (Tconv cells). In Treg cells, Foxp1 markedly increased Foxp3 binding to these sites. Foxp1 deficiency in Treg cells resulted in their impaired function and competitive fitness, associated with markedly reduced CD25 expression and interleukin-2 (IL-2) responsiveness, diminished CTLA-4 expression and increased SATB1 expression. The characteristic expression patterns of CD25, Foxp3 and CTLA-4 in Treg cells were fully or partially rescued by strong IL-2 signaling. Our studies suggest that Foxp1 serves an essential non-redundant function in Treg cells by enforcing Foxp3-mediated regulation of gene expression and enabling efficient IL-2 signaling in these cells.


Subject(s)
Chromatin/metabolism , Forkhead Transcription Factors/metabolism , Gene Expression Regulation/immunology , Repressor Proteins/metabolism , T-Lymphocytes, Regulatory/metabolism , Animals , Cells, Cultured , Female , Forkhead Transcription Factors/genetics , Forkhead Transcription Factors/immunology , Interleukin-2/immunology , Interleukin-2/metabolism , Male , Mice , Mice, Transgenic , Primary Cell Culture , Repressor Proteins/genetics , Repressor Proteins/immunology , Signal Transduction/genetics , Signal Transduction/immunology , T-Lymphocytes, Regulatory/immunology
3.
Immunity ; 45(5): 1122-1134, 2016 11 15.
Article in English | MEDLINE | ID: mdl-27851913

ABSTRACT

Regulatory T (Treg) cells reside in lymphoid organs and barrier tissues where they control different types of inflammatory responses. Treg cells are also found in human cancers, and studies in animal models suggest that they contribute to cancer progression. However, properties of human intratumoral Treg cells and those present in corresponding normal tissue remain largely unknown. Here, we analyzed features of Treg cells in untreated human breast carcinomas, normal mammary gland, and peripheral blood. Tumor-resident Treg cells were potently suppressive and their gene-expression pattern resembled that of normal breast tissue, but not of activated peripheral blood Treg cells. Nevertheless, a number of cytokine and chemokine receptor genes, most notably CCR8, were upregulated in tumor-resident Treg cells in comparison to normal tissue-resident ones. Our studies suggest that targeting CCR8 for the depletion of tumor-resident Treg cells might represent a promising immunotherapeutic approach for the treatment of breast cancer.


Subject(s)
Breast Neoplasms/immunology , T-Lymphocytes, Regulatory/immunology , Adult , Aged , Aged, 80 and over , Cell Separation , Female , Flow Cytometry , Gene Expression Profiling , Humans , Lymphocytes, Tumor-Infiltrating , Middle Aged , Phenotype , Receptors, CCR8/biosynthesis , Receptors, CCR8/immunology , Transcriptome , Young Adult
4.
J Exp Med ; 214(3): 609-622, 2017 03 06.
Article in English | MEDLINE | ID: mdl-28130403

ABSTRACT

The regulatory T cell (T reg cell) T cell receptor (TCR) repertoire is highly diverse and skewed toward recognition of self-antigens. TCR expression by T reg cells is continuously required for maintenance of immune tolerance and for a major part of their characteristic gene expression signature; however, it remains unknown to what degree diverse TCR-mediated interactions with cognate self-antigens are required for these processes. In this study, by experimentally switching the T reg cell TCR repertoire to a single T reg cell TCR, we demonstrate that T reg cell function and gene expression can be partially uncoupled from TCR diversity. An induced switch of the T reg cell TCR repertoire to a random repertoire also preserved, albeit to a limited degree, the ability to suppress lymphadenopathy and T helper cell type 2 activation. At the same time, these perturbations of the T reg cell TCR repertoire led to marked immune cell activation, tissue inflammation, and an ultimately severe autoimmunity, indicating the importance of diversity and specificity for optimal T reg cell function.


Subject(s)
Autoimmunity , T-Cell Antigen Receptor Specificity , T-Lymphocytes, Regulatory/immunology , Animals , Forkhead Transcription Factors/analysis , Lymph Nodes/immunology , Lymphocyte Activation , Mice , Receptors, Antigen, T-Cell/physiology
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