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

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

Pathway analysis aids interpretation of large-scale gene expression data, but existing algorithms fall short of providing robust pathway identification. The method introduced here includes coexpression analysis and gene importance estimation to robustly identify relevant pathways and biomarkers for...

Full description

Saved in:
Bibliographic Details
Main Authors: Ivan V. Ozerov, Ksenia V. Lezhnina, Evgeny Izumchenko, Artem V. Artemov, Sergey Medintsev, Quentin Vanhaelen, Alexander Aliper, Jan Vijg, Andreyan N. Osipov, Ivan Labat, Michael D. West, Anton Buzdin, Charles R. Cantor, Yuri Nikolsky, Nikolay Borisov, Irina Irincheeva, Edward Khokhlovich, David Sidransky, Miguel Luiz Camargo, Alex Zhavoronkov
Format: article
Language:EN
Published: Nature Portfolio 2016
Subjects:
Science
Q
Online Access:https://doaj.org/article/2c57748e19064775b999e9d5f44aa2b9
Tags: Add Tag
No Tags, Be the first to tag this record!
Be the first to leave a comment!
You must be logged in first

Similar Items