A geometric approach to characterize the functional identity of single cells

Functional characterisation of single cells is crucial for uncovering the true extent of cellular heterogeneity. Here the authors offer an approach to infer functional identities of cells from their transcriptomes, identify their dominant function, and reconstruct the underlying regulatory networks.

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Autores principales: Shahin Mohammadi, Vikram Ravindra, David F. Gleich, Ananth Grama
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2018
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Acceso en línea:https://doaj.org/article/1f15abdf60fc40a6b3faeb20563a711f
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spelling oai:doaj.org-article:1f15abdf60fc40a6b3faeb20563a711f2021-12-02T16:49:35ZA geometric approach to characterize the functional identity of single cells10.1038/s41467-018-03933-22041-1723https://doaj.org/article/1f15abdf60fc40a6b3faeb20563a711f2018-04-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-03933-2https://doaj.org/toc/2041-1723Functional characterisation of single cells is crucial for uncovering the true extent of cellular heterogeneity. Here the authors offer an approach to infer functional identities of cells from their transcriptomes, identify their dominant function, and reconstruct the underlying regulatory networks.Shahin MohammadiVikram RavindraDavid F. GleichAnanth GramaNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-10 (2018)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Shahin Mohammadi
Vikram Ravindra
David F. Gleich
Ananth Grama
A geometric approach to characterize the functional identity of single cells
description Functional characterisation of single cells is crucial for uncovering the true extent of cellular heterogeneity. Here the authors offer an approach to infer functional identities of cells from their transcriptomes, identify their dominant function, and reconstruct the underlying regulatory networks.
format article
author Shahin Mohammadi
Vikram Ravindra
David F. Gleich
Ananth Grama
author_facet Shahin Mohammadi
Vikram Ravindra
David F. Gleich
Ananth Grama
author_sort Shahin Mohammadi
title A geometric approach to characterize the functional identity of single cells
title_short A geometric approach to characterize the functional identity of single cells
title_full A geometric approach to characterize the functional identity of single cells
title_fullStr A geometric approach to characterize the functional identity of single cells
title_full_unstemmed A geometric approach to characterize the functional identity of single cells
title_sort geometric approach to characterize the functional identity of single cells
publisher Nature Portfolio
publishDate 2018
url https://doaj.org/article/1f15abdf60fc40a6b3faeb20563a711f
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AT vikramravindra geometricapproachtocharacterizethefunctionalidentityofsinglecells
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