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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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Journal ArticleDOI

Engineering and physical sciences in oncology: challenges and opportunities

TL;DR: The research advances, opportunities and challenges for integrating engineering and physical sciences with oncology to develop new methods to study, detect and treat cancer are reviewed, and the future outlook for these emerging areas is described.
Journal ArticleDOI

Single-Cell Mass Spectrometry Approaches to Explore Cellular Heterogeneity.

TL;DR: Recent advances in single-cell MS techniques are discussed with an emphasis on sampling and ionization methods developed for volume-limited samples, and the need for high-throughput, high molecular coverage and minimal perturbation is discussed.
Posted ContentDOI

Mass-spectrometry of single mammalian cells quantifies proteome heterogeneity during cell differentiation

TL;DR: Single Cell ProtEomics by Mass Spectrometry (SCoPE-MS) was developed and validated its ability to identify distinct human cancer cell types based on their proteomes, and it was used to quantify over a thousand proteins in differentiating mouse embryonic stem (ES) cells.
Journal ArticleDOI

Single cell Raman spectroscopy for cell sorting and imaging

TL;DR: This review discusses recent research progress in significantly enhancing and improving the signal of spontaneous Raman spectroscopy, including resonance Raman Spectroscopy (RRS), coherent anti-Stokes RamanSpectroscopic (CARS), stimulated Raman spectral analysis (SRS) and surface enhanced Raman scattering (SERS).
Journal ArticleDOI

Early specification of CD8+ T lymphocyte fates during adaptive immunity revealed by single-cell gene-expression analyses

TL;DR: Gene-expression signatures predictive of eventual fates could be discerned as early as the first T lymphocyte division and may have been influenced by asymmetric partitioning of the receptor for interleukin 2 (IL-2Rα) during mitosis.
References
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疟原虫var基因转换速率变化导致抗原变异[英]/Paul H, Robert P, Christodoulou Z, et al//Proc Natl Acad Sci U S A

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The green fluorescent protein

TL;DR: In just three years, the green fluorescent protein from the jellyfish Aequorea victoria has vaulted from obscurity to become one of the most widely studied and exploited proteins in biochemistry and cell biology.
Journal ArticleDOI

A quantitative analysis of kinase inhibitor selectivity.

TL;DR: This work presents interaction maps for 38 kinase inhibitors across a panel of 317 kinases representing >50% of the predicted human protein kinome and introduces the concept of a selectivity score as a general tool to quantify and differentiate the observed interaction patterns.
Book

Practical Flow Cytometry

TL;DR: Using Flow Cytometers: Applications, Extensions, and Alternatives as mentioned in this paper is an excellent overview of the history of the field of Flow Sorting, its applications, extensions, and alternatives.
Journal ArticleDOI

Causal Protein-Signaling Networks Derived from Multiparameter Single-Cell Data

TL;DR: Reconstruction of network models from physiologically relevant primary single cells might be applied to understanding native-state tissue signaling biology, complex drug actions, and dysfunctional signaling in diseased cells.
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