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1.
Science ; 375(6578): 315-320, 2022 01 21.
Article in English | MEDLINE | ID: mdl-35050652

ABSTRACT

Fast and selective isolation of single cells with unique spatial and morphological traits remains a technical challenge. Here, we address this by establishing high-speed image-enabled cell sorting (ICS), which records multicolor fluorescence images and sorts cells based on measurements from image data at speeds up to 15,000 events per second. We show that ICS quantifies cell morphology and localization of labeled proteins and increases the resolution of cell cycle analyses by separating mitotic stages. We combine ICS with CRISPR-pooled screens to identify regulators of the nuclear factor κB (NF-κB) pathway, enabling the completion of genome-wide image-based screens in about 9 hours of run time. By assessing complex cellular phenotypes, ICS substantially expands the phenotypic space accessible to cell-sorting applications and pooled genetic screening.


Subject(s)
Flow Cytometry , Optical Imaging , Active Transport, Cell Nucleus , Animals , CRISPR-Cas Systems , Cell Nucleus/metabolism , Cell Shape , Genetic Techniques , Genome , Genome, Human , Humans , Microscopy, Fluorescence , Mitosis , NF-kappa B/metabolism , Organelles/ultrastructure , Phenotype , Transcription Factor RelA/metabolism
2.
Mol Cancer Res ; 15(4): 429-438, 2017 04.
Article in English | MEDLINE | ID: mdl-28039356

ABSTRACT

Cancer tissue functions as an ecosystem of a diverse set of cells that interact in a complex tumor microenvironment. Genomic tools applied to biopsies in bulk fail to account for this tumor heterogeneity, whereas single-cell imaging methods limit the number of cells which can be assessed or are very resource intensive. The current study presents methods based on flow cytometric analysis and cell sorting using known cell surface markers (CXCR4/CD184, CD24, THY1/CD90) to identify and interrogate distinct groups of cells in triple-negative breast cancer clinical biopsy specimens from patient-derived xenograft (PDX) models. The results demonstrate that flow cytometric analysis allows a relevant subgrouping of cancer tissue and that sorting of these subgroups provides insights into cancer cell populations with unique, reproducible, and functionally divergent gene expression profiles. The discovery of a drug resistance signature implies that uncovering the functional interaction between these populations will lead to deeper understanding of cancer progression and drug response.Implications: PDX-derived human breast cancer tissue was investigated at the single-cell level, and cell subpopulations defined by surface markers were identified which suggest specific roles for distinct cellular compartments within a solid tumor. Mol Cancer Res; 15(4); 429-38. ©2016 AACR.


Subject(s)
Flow Cytometry/methods , Gene Expression Profiling/methods , Immunophenotyping/methods , Single-Cell Analysis/methods , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/immunology , Animals , CD24 Antigen/metabolism , Cell Line, Tumor , Cell Movement , Cell Proliferation , Disease Progression , Female , Gene Expression Regulation, Neoplastic , Humans , Mice , Neoplasm Transplantation , Phenotype , Receptors, CXCR4/metabolism
3.
Dev Comp Immunol ; 32(8): 943-56, 2008.
Article in English | MEDLINE | ID: mdl-18295332

ABSTRACT

Natural Killer T (NKT) cells can effect both T cell development and peripheral immune responses through T(H)1/T(H)2 cytokines. Some humans with Type 1 Diabetes Mellitus (T1DM) have numerical and functional NKT deficiencies that contribute to disease severity. Correcting these deficiencies inhibits diabetes in the non-obese diabetic (NOD) T1DM model, which shares similar deficiencies. Here we show that antibodies to CD1d, when given during early thymic development, induce specific increases in surface TCR of developing NOD and C57BL/6 CD4(+)CD8(+) (DP) invariant NKT (iNKT) cells. However, the addition of anti-CD1d causes distinct strain-specific population changes in response to treatment. These changes include: (1) a dose-dependent increase in NOD iNKT(TCR)(+) cells and, conversely, (2) an inhibition of B6 iNKT(TCR)(+) cell production. The observed NOD iNKT expansions correlated with diabetes inhibition in an in vitro T1DM system, suggesting that intrathymic anti-CD1d treatment may correct NOD numerical iNKT deficiencies through developmental TCR enhancement.


Subject(s)
Antibodies/pharmacology , Antigens, CD1/physiology , Diabetes Mellitus, Type 1/immunology , Killer Cells, Natural/immunology , Receptors, Antigen, T-Cell, alpha-beta/analysis , Thymus Gland/immunology , Animals , Antibodies/therapeutic use , Antigens, CD1/analysis , Antigens, CD1/immunology , Antigens, CD1d , Diabetes Mellitus, Type 1/therapy , Galactosylceramides/pharmacology , Mice , Mice, Inbred NOD , T-Lymphocytes/physiology
4.
J Autoimmun ; 29(2-3): 134-45, 2007.
Article in English | MEDLINE | ID: mdl-17716860

ABSTRACT

TNF-alpha is a pleiotropic cytokine that is constitutively expressed in the thymus. This cytokine has opposing effects on type 1 diabetes mellitus (T1DM) as non-obese diabetic (NOD) mice administered TNF-alpha early in life experience an acceleration in disease onset while TNF-alpha administered to adult NOD mice are rescued from disease entirely. Using fetal thymus organ culture (FTOC) as a model of T cell development and an associated in vitro T1DM model, we set out to reconcile the role of TNF-alpha in thymic development with its role in the pathogenesis of T1DM. Our data indicate that NOD derived FTOC produce a smaller percentage of double negative (CD4(-)/CD8(-)) thymocytes expressing TNF receptors compared to non-diabetic C57BL/6 (B6) derived FTOC. NOD FTOC produce more TNF-alpha than B6 FTOC during days 6-9 of culture, a time when negative selection of T cells is known to occur. Neutralization of this endogenous TNF-alpha production in NOD derived FTOC with soluble TNF receptor (sTNF R1) rescued insulin production in our in vitro T1DM model. Flow cytometric analysis of NOD FTOC treated with recombinant TNF-alpha (rTNF-alpha) or sTNF R1 demonstrated that the relative levels of TNF-alpha in the culture during the selection window (days 6-9) influence the ratio of immature vs. mature T cells that emerge from FTOC.


Subject(s)
Diabetes Mellitus, Type 1/immunology , T-Lymphocytes/immunology , Thymus Gland/immunology , Tumor Necrosis Factor-alpha/metabolism , Animals , CD4 Antigens/immunology , CD4 Antigens/metabolism , CD8 Antigens/immunology , CD8 Antigens/metabolism , Diabetes Mellitus, Type 1/metabolism , Fetus , Insulin/metabolism , Mice , Mice, Inbred C57BL , Mice, Inbred NOD , Organ Culture Techniques , Receptors, Tumor Necrosis Factor, Type I/metabolism , Receptors, Tumor Necrosis Factor, Type I/pharmacology , Receptors, Tumor Necrosis Factor, Type II/metabolism , Recombinant Proteins/pharmacology , T-Lymphocytes/metabolism , Thymus Gland/embryology , Thymus Gland/metabolism , Tumor Necrosis Factor-alpha/pharmacology
5.
J Immunol ; 169(6): 2915-24, 2002 Sep 15.
Article in English | MEDLINE | ID: mdl-12218105

ABSTRACT

There is evidence for both physiological functions of the natural neurotransmitter, acetylcholine, and pharmacological actions of the plant alkaloid, nicotine, on the development and function of the immune system. The effects of continuous exposure to nicotine over a 12-day course of fetal thymus organ culture (FTOC) were studied, and thymocytes were analyzed by flow cytometry. In the presence of very low concentrations of nicotine many more immature T cells (defined by low or negative TCR expression) and fewer mature T cells (intermediate or high expression of TCR) were produced. In addition, the numbers of cells expressing CD69 and, to a lesser extent, CD95 (Fas) were increased. These effects took place when fetal thymus lobes from younger (13-14 days gestation) pups were used for FTOC. If FTOC were set up using tissue from older (15-16 days gestation pups), nicotine had little effect, suggesting that it may act only on immature T cell precursors. Consistent with an increase in immature cells, the expression of recombinase-activating genes was found to be elevated. Nicotine effects were partially blocked by the simultaneous addition of the nicotinic antagonist d-tubocurarine. Furthermore, d-tubocurarine alone blocked the development of both immature and mature murine thymocytes, suggesting the presence of an endogenous ligand that may engage nicotinic acetylcholine receptors on developing thymocytes and influence the course of normal thymic ontogeny.


Subject(s)
Fetus/cytology , Fetus/drug effects , Growth Inhibitors/pharmacology , Nicotine/pharmacology , T-Lymphocytes/cytology , T-Lymphocytes/drug effects , Thymus Gland/drug effects , Animals , Antigens, CD/biosynthesis , Antigens, Differentiation, T-Lymphocyte/biosynthesis , Cell Differentiation/drug effects , Cell Differentiation/immunology , Cell Membrane/metabolism , DNA-Binding Proteins/biosynthesis , DNA-Binding Proteins/genetics , Dose-Response Relationship, Drug , Dose-Response Relationship, Immunologic , Female , Fetus/immunology , Fetus/metabolism , Gene Expression Regulation/drug effects , Gene Expression Regulation/immunology , Genes, RAG-1/drug effects , Lectins, C-Type , Lymphocyte Count , Mice , Mice, Inbred C57BL , Nicotinic Antagonists/pharmacology , Organ Culture Techniques , Receptors, Nicotinic/biosynthesis , T-Lymphocytes/metabolism , Thymus Gland/cytology , Thymus Gland/immunology , Thymus Gland/metabolism , Tubocurarine/pharmacology , fas Receptor/biosynthesis
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