Towards a data-integrated cell

Integration of omics data remains a challenge. Here, the authors introduce iCell, a framework to integrate tissue-specific protein–protein interaction, co-expression and genetic interaction data, enabling identification of the most rewired genes in cancer, unidentifiable in individual data layers.

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Autores principales: Noël Malod-Dognin, Julia Petschnigg, Sam F. L. Windels, Janez Povh, Harry Hemingway, Robin Ketteler, Nataša Pržulj
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2019
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Acceso en línea:https://doaj.org/article/f16ba5ea82984765ad79c0f292ce025e
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spelling oai:doaj.org-article:f16ba5ea82984765ad79c0f292ce025e2021-12-02T16:57:50ZTowards a data-integrated cell10.1038/s41467-019-08797-82041-1723https://doaj.org/article/f16ba5ea82984765ad79c0f292ce025e2019-02-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-08797-8https://doaj.org/toc/2041-1723Integration of omics data remains a challenge. Here, the authors introduce iCell, a framework to integrate tissue-specific protein–protein interaction, co-expression and genetic interaction data, enabling identification of the most rewired genes in cancer, unidentifiable in individual data layers.Noël Malod-DogninJulia PetschniggSam F. L. WindelsJanez PovhHarry HemingwayRobin KettelerNataša PržuljNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-13 (2019)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Noël Malod-Dognin
Julia Petschnigg
Sam F. L. Windels
Janez Povh
Harry Hemingway
Robin Ketteler
Nataša Pržulj
Towards a data-integrated cell
description Integration of omics data remains a challenge. Here, the authors introduce iCell, a framework to integrate tissue-specific protein–protein interaction, co-expression and genetic interaction data, enabling identification of the most rewired genes in cancer, unidentifiable in individual data layers.
format article
author Noël Malod-Dognin
Julia Petschnigg
Sam F. L. Windels
Janez Povh
Harry Hemingway
Robin Ketteler
Nataša Pržulj
author_facet Noël Malod-Dognin
Julia Petschnigg
Sam F. L. Windels
Janez Povh
Harry Hemingway
Robin Ketteler
Nataša Pržulj
author_sort Noël Malod-Dognin
title Towards a data-integrated cell
title_short Towards a data-integrated cell
title_full Towards a data-integrated cell
title_fullStr Towards a data-integrated cell
title_full_unstemmed Towards a data-integrated cell
title_sort towards a data-integrated cell
publisher Nature Portfolio
publishDate 2019
url https://doaj.org/article/f16ba5ea82984765ad79c0f292ce025e
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AT juliapetschnigg towardsadataintegratedcell
AT samflwindels towardsadataintegratedcell
AT janezpovh towardsadataintegratedcell
AT harryhemingway towardsadataintegratedcell
AT robinketteler towardsadataintegratedcell
AT natasaprzulj towardsadataintegratedcell
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