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In silico Pathway Activation Network Decomposition Analysis (iPANDA) as a method for biomarker development

Signalling pathway activation analysis is a powerful approach for extracting biologically relevant features from large-scale transcriptomic and proteomic data. However, modern pathway-based methods often fail to provide stable pathway signatures of a specific phenotype or reliable disease biomarkers...

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Vydáno v:Nat Commun
Hlavní autoři: Ozerov, Ivan V., Lezhnina, Ksenia V., Izumchenko, Evgeny, Artemov, Artem V., Medintsev, Sergey, Vanhaelen, Quentin, Aliper, Alexander, Vijg, Jan, Osipov, Andreyan N., Labat, Ivan, West, Michael D., Buzdin, Anton, Cantor, Charles R., Nikolsky, Yuri, Borisov, Nikolay, Irincheeva, Irina, Khokhlovich, Edward, Sidransky, David, Camargo, Miguel Luiz, Zhavoronkov, Alex
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5116087/
https://ncbi.nlm.nih.gov/pubmed/27848968
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/ncomms13427
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