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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Nature Portfolio
2019
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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) |
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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 |
work_keys_str_mv |
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_version_ |
1718382482164809728 |