The cell cloud: Adopting systems biology concepts in the era of single-cell immunology

High-throughput single-cell assays reveal data that defies discrete categorization. The 'cell cloud' model, grounded in established systems biology principles, offers a framework to navigate biological plasticity alongside technical variability.

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Publication Details

Journal
PLoS Biology
Published
2026-07-02
DOI
https://doi.org/10.1371/journal.pbio.3003853
Primary Topic
Single-cell and spatial transcriptomics
Type
article
Field-Weighted Citation Impact
0.00

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article

The cell cloud: Adopting systems biology concepts in the era of single-cell immunology

Tal Shay, Christophe Benoıst, Ricardo Grieshaber‐Bouyer
PLoS Biology
Single-cell and spatial transcriptomics
article

The cell cloud: Adopting systems biology concepts in the era of single-cell immunology

Tal Shay, Christophe Benoıst, Ricardo Grieshaber‐Bouyer
article en

Abstract

High-throughput single-cell assays reveal data that defies discrete categorization. The 'cell cloud' model, grounded in established systems biology principles, offers a framework to navigate biological plasticity alongside technical variability.

PLoS BiologyVol. 24(7)
Ben-Gurion University of the Negev (IL), Harvard University (US), Friedrich-Alexander-Universität Erlangen-Nürnberg (DE), Universitätsklinikum Erlangen (DE), Center for Genomic Science (IT)
Lupus Research Alliance, Deutsche Forschungsgemeinschaft, Else Kröner-Fresenius-Stiftung, Boehringer Ingelheim Stiftung
Zero hunger
Openalex Percentile: Top 12%
Single-cell and spatial transcriptomics
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The cell cloud: Adopting systems biology concepts in the era of single-cell immunology — Tal Shay, Christophe Benoıst, et al. · PLoS Biology (2026) | TGRS Research Map | TGRS