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Classification of gene signatures for their information value and functional redundancy

Gene signatures are more and more used to interpret results of omics data analyses but suffer from compositional (large overlap) and functional (correlated read-outs) redundancy. Moreover, many gene signatures rarely come out as significant in statistical tests. Based on pan-cancer data analysis, we...

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Veröffentlicht in:NPJ Syst Biol Appl
Hauptverfasser: Cantini, Laura, Calzone, Laurence, Martignetti, Loredana, Rydenfelt, Mattias, Blüthgen, Nils, Barillot, Emmanuel, Zinovyev, Andrei
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2017
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5736638/
https://ncbi.nlm.nih.gov/pubmed/29263798
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41540-017-0038-8
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