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CellCycleTRACER accounts for cell cycle and volume in mass cytometry data.


ABSTRACT: Recent studies have shown that cell cycle and cell volume are confounding factors when studying biological phenomena in single cells. Here we present a combined experimental and computational method, CellCycleTRACER, to account for these factors in mass cytometry data. CellCycleTRACER is applied to mass cytometry data collected on three different cell types during a TNF? stimulation time-course. CellCycleTRACER reveals signaling relationships and cell heterogeneity that were otherwise masked.

SUBMITTER: Rapsomaniki MA 

PROVIDER: S-EPMC5809393 | biostudies-literature | 2018 Feb

REPOSITORIES: biostudies-literature

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CellCycleTRACER accounts for cell cycle and volume in mass cytometry data.

Rapsomaniki Maria Anna MA   Lun Xiao-Kang XK   Woerner Stefan S   Laumanns Marco M   Bodenmiller Bernd B   Martínez María Rodríguez MR  

Nature communications 20180212 1


Recent studies have shown that cell cycle and cell volume are confounding factors when studying biological phenomena in single cells. Here we present a combined experimental and computational method, CellCycleTRACER, to account for these factors in mass cytometry data. CellCycleTRACER is applied to mass cytometry data collected on three different cell types during a TNFα stimulation time-course. CellCycleTRACER reveals signaling relationships and cell heterogeneity that were otherwise masked. ...[more]

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