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免疫学。一个用于对动态免疫系统进行建模的交互式参考框架。

IMMUNOLOGY. An interactive reference framework for modeling a dynamic immune system.

作者信息

Spitzer Matthew H, Gherardini Pier Federico, Fragiadakis Gabriela K, Bhattacharya Nupur, Yuan Robert T, Hotson Andrew N, Finck Rachel, Carmi Yaron, Zunder Eli R, Fantl Wendy J, Bendall Sean C, Engleman Edgar G, Nolan Garry P

机构信息

Baxter Laboratory in Stem Cell Biology, Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA. Department of Pathology, Stanford University, Stanford, CA 94305, USA. Program in Immunology, Stanford University, Stanford, CA 94305, USA.

Baxter Laboratory in Stem Cell Biology, Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA.

出版信息

Science. 2015 Jul 10;349(6244):1259425. doi: 10.1126/science.1259425.

Abstract

Immune cells function in an interacting hierarchy that coordinates the activities of various cell types according to genetic and environmental contexts. We developed graphical approaches to construct an extensible immune reference map from mass cytometry data of cells from different organs, incorporating landmark cell populations as flags on the map to compare cells from distinct samples. The maps recapitulated canonical cellular phenotypes and revealed reproducible, tissue-specific deviations. The approach revealed influences of genetic variation and circadian rhythms on immune system structure, enabled direct comparisons of murine and human blood cell phenotypes, and even enabled archival fluorescence-based flow cytometry data to be mapped onto the reference framework. This foundational reference map provides a working definition of systemic immune organization to which new data can be integrated to reveal deviations driven by genetics, environment, or pathology.

摘要

免疫细胞在一个相互作用的层级结构中发挥作用,该结构根据遗传和环境背景协调各种细胞类型的活动。我们开发了图形化方法,从不同器官细胞的质谱细胞术数据构建可扩展的免疫参考图谱,将标志性细胞群作为图谱上的标记,以比较来自不同样本的细胞。这些图谱概括了典型的细胞表型,并揭示了可重复的、组织特异性的偏差。该方法揭示了遗传变异和昼夜节律对免疫系统结构的影响,能够直接比较小鼠和人类血细胞表型,甚至能将基于存档荧光的流式细胞术数据映射到参考框架上。这个基础参考图谱为系统免疫组织提供了一个工作定义,新数据可以整合到该定义中,以揭示由遗传、环境或病理因素驱动的偏差。

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2
Palladium-based mass tag cell barcoding with a doublet-filtering scheme and single-cell deconvolution algorithm.
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3
Transient partial permeabilization with saponin enables cellular barcoding prior to surface marker staining.
Cytometry A. 2014 Dec;85(12):1011-9. doi: 10.1002/cyto.a.22573. Epub 2014 Oct 1.
4
Machine learning. Clustering by fast search and find of density peaks.
Science. 2014 Jun 27;344(6191):1492-6. doi: 10.1126/science.1242072.
5
ForceAtlas2, a continuous graph layout algorithm for handy network visualization designed for the Gephi software.
PLoS One. 2014 Jun 10;9(6):e98679. doi: 10.1371/journal.pone.0098679. eCollection 2014.
6
A draft map of the human proteome.
Nature. 2014 May 29;509(7502):575-81. doi: 10.1038/nature13302.
8
Reconstructing lineage hierarchies of the distal lung epithelium using single-cell RNA-seq.
Nature. 2014 May 15;509(7500):371-5. doi: 10.1038/nature13173. Epub 2014 Apr 13.
9
Systems-level analysis of innate immunity.
Annu Rev Immunol. 2014;32:547-77. doi: 10.1146/annurev-immunol-032713-120254.
10
NeXO Web: the NeXO ontology database and visualization platform.
Nucleic Acids Res. 2014 Jan;42(Database issue):D1269-74. doi: 10.1093/nar/gkt1192. Epub 2013 Nov 23.

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