Single-cell technologies for monitoring immune systems.

Abstract:

:The complex heterogeneity of cells, and their interconnectedness with each other, are major challenges to identifying clinically relevant measurements that reflect the state and capability of the immune system. Highly multiplexed, single-cell technologies may be critical for identifying correlates of disease or immunological interventions as well as for elucidating the underlying mechanisms of immunity. Here we review limitations of bulk measurements and explore advances in single-cell technologies that overcome these problems by expanding the depth and breadth of functional and phenotypic analysis in space and time. The geometric increases in complexity of data make formidable hurdles for exploring, analyzing and presenting results. We summarize recent approaches to making such computations tractable and discuss challenges for integrating heterogeneous data obtained using these single-cell technologies.

journal_name

Nat Immunol

journal_title

Nature immunology

authors

Chattopadhyay PK,Gierahn TM,Roederer M,Love JC

doi

10.1038/ni.2796

subject

Has Abstract

pub_date

2014-02-01 00:00:00

pages

128-35

issue

2

eissn

1529-2908

issn

1529-2916

pii

ni.2796

journal_volume

15

pub_type

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