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Open AccessJournal ArticleDOI

Single-Cell Mass Cytometry of Differential Immune and Drug Responses Across a Human Hematopoietic Continuum

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TLDR
Single-cell “mass cytometry” analyses provide system-wide views of immune signaling in healthy human hematopoiesis, against which drug action and disease can be compared for mechanistic studies and pharmacologic intervention.
Abstract
Flow cytometry is an essential tool for dissecting the functional complexity of hematopoiesis. We used single-cell "mass cytometry" to examine healthy human bone marrow, measuring 34 parameters simultaneously in single cells (binding of 31 antibodies, viability, DNA content, and relative cell size). The signaling behavior of cell subsets spanning a defined hematopoietic hierarchy was monitored with 18 simultaneous markers of functional signaling states perturbed by a set of ex vivo stimuli and inhibitors. The data set allowed for an algorithmically driven assembly of related cell types defined by surface antigen expression, providing a superimposable map of cell signaling responses in combination with drug inhibition. Visualized in this manner, the analysis revealed previously unappreciated instances of both precise signaling responses that were bounded within conventionally defined cell subsets and more continuous phosphorylation responses that crossed cell population boundaries in unexpected manners yet tracked closely with cellular phenotype. Collectively, such single-cell analyses provide system-wide views of immune signaling in healthy human hematopoiesis, against which drug action and disease can be compared for mechanistic studies and pharmacologic intervention.

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The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells

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The evaluation of tumor-infiltrating lymphocytes (TILs) in breast cancer: recommendations by an International TILs Working Group 2014

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References
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Journal ArticleDOI

A High-throughput Quantitative Multiplex Kinase Assay for Monitoring Information Flow in Signaling Networks Application to Sepsis-Apoptosis

TL;DR: Sampling parallel nodes in the intracellular signaling network identified part of the molecular mechanism underlying the efficacy of insulin in the treatment of human sepsis as an anti-apoptotic cue.
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Tyrosine kinase inhibition in diffuse large B-cell lymphoma: molecular basis for antitumor activity and drug resistance of dasatinib.

TL;DR: It is demonstrated that dasatinib inhibits cell growth through G1-S blockage in five of seven DLBCL cell lines at clinically achievable concentrations and the possibility of using Syk and PLCγ2 as biomarkers to predict dAsatinib therapeutic response in prospective clinical trials is suggested.
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Dynamic single-cell network profiles in acute myelogenous leukemia are associated with patient response to standard induction therapy.

TL;DR: Single-cell network profiling (SCNP) provides information distinct from other known prognostic factors such as age, secondary AML, cytogenetics, and molecular alterations and is potentially combinable with the latter to improve clinical decision making.
Journal ArticleDOI

Navigating the network: signaling cross-talk in hematopoietic cells

TL;DR: The pieces in this Focus are highlighted, the limitations of the present canonical pathway paradigm are emphasized, and the value of a systems biology approach using more global, quantitative experimental design and data analysis strategies are discussed.
Journal ArticleDOI

Single-cell phospho-specific flow cytometric analysis demonstrates biochemical and functional heterogeneity in human hematopoietic stem and progenitor compartments.

TL;DR: Single-cell phospho-specific flow cytometry was used to define the signaling networks active in 5 previously defined human HSPC subsets and revealed that the currently defined HSC compartment is composed of biochemically distinct subsets with the ability to respond rapidly and directly in vitro to a broader array of cytokines than previously appreciated.
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