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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.
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
3.
PLoS One ; 8(12): e83024, 2013.
Article in English | MEDLINE | ID: mdl-24340075

ABSTRACT

Thymic microenvironments are essential for the proper development and selection of T cells critical for a functional and self-tolerant adaptive immune response. While significant turnover occurs, it is unclear whether populations of adult stem cells contribute to the maintenance of postnatal thymic epithelial microenvironments. Here, the slow cycling characteristic of stem cells and their property of label-retention were used to identify a K5-expressing thymic stromal cell population capable of generating clonal cell lines that retain the capacity to differentiate into a number of mesenchymal lineages including adipocytes, chondrocytes and osteoblasts suggesting a mesenchymal stem cell-like phenotype. Using cell surface analysis both culture expanded LRCs and clonal thymic mesenchymal cell lines were found to express Sca1, PDGFRα, PDGFRß,CD29, CD44, CD49F, and CD90 similar to MSCs. Sorted GFP-expressing stroma, that give rise to TMSC lines, contribute to thymic architecture when reaggregated with fetal stroma and transplanted under the kidney capsule of nude mice. Together these results show that the postnatal thymus contains a population of mesenchymal stem cells that can be maintained in culture and suggests they may contribute to the maintenance of functional thymic microenvironments.


Subject(s)
Mesenchymal Stem Cells/cytology , Multipotent Stem Cells/cytology , Thymus Gland/cytology , Animals , Antigens, Ly/metabolism , Base Sequence , Cell Differentiation , Cell Lineage , Cell Transplantation , Female , Green Fluorescent Proteins/metabolism , Hyaluronan Receptors/metabolism , Integrin alpha6/metabolism , Integrin beta1/metabolism , Kidney/pathology , Male , Mice , Mice, Inbred C57BL , Mice, Nude , Molecular Sequence Data , Receptor, Platelet-Derived Growth Factor alpha/metabolism , Receptor, Platelet-Derived Growth Factor beta/metabolism , T-Lymphocytes/cytology , Thy-1 Antigens/metabolism
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