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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Nature Portfolio
2018
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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) |
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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 |
work_keys_str_mv |
AT shahinmohammadi ageometricapproachtocharacterizethefunctionalidentityofsinglecells AT vikramravindra ageometricapproachtocharacterizethefunctionalidentityofsinglecells AT davidfgleich ageometricapproachtocharacterizethefunctionalidentityofsinglecells AT ananthgrama ageometricapproachtocharacterizethefunctionalidentityofsinglecells AT shahinmohammadi geometricapproachtocharacterizethefunctionalidentityofsinglecells AT vikramravindra geometricapproachtocharacterizethefunctionalidentityofsinglecells AT davidfgleich geometricapproachtocharacterizethefunctionalidentityofsinglecells AT ananthgrama geometricapproachtocharacterizethefunctionalidentityofsinglecells |
_version_ |
1718383263357075456 |