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Learning time-varying information flow from single-cell epithelial to mesenchymal transition data

Learning time-varying information flow from single-cell epithelial to mesenchymal transition data

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_6996a616534f4fca87b99ae816b30485

Learning time-varying information flow from single-cell epithelial to mesenchymal transition data

About this item

Full title

Learning time-varying information flow from single-cell epithelial to mesenchymal transition data

Publisher

United States: Public Library of Science

Journal title

PloS one, 2018-10, Vol.13 (10), p.e0203389-e0203389

Language

English

Formats

Publication information

Publisher

United States: Public Library of Science

More information

Scope and Contents

Contents

Cellular regulatory networks are not static, but continuously reconfigure in response to stimuli via alterations in protein abundance and confirmation. However, typical computational approaches treat them as static interaction networks derived from a single time point. Here, we provide methods for learning the dynamic modulation of relationships be...

Alternative Titles

Full title

Learning time-varying information flow from single-cell epithelial to mesenchymal transition data

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_6996a616534f4fca87b99ae816b30485

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_6996a616534f4fca87b99ae816b30485

Other Identifiers

ISSN

1932-6203

E-ISSN

1932-6203

DOI

10.1371/journal.pone.0203389

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