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Document type:
Zeitschriftenaufsatz 
Author(s):
Meng, Chen; Basunia, Azfar; Peters, Bjoern; Gholami, Amin Moghaddas; Kuster, Bernhard; Culhane, Aedín C. 
Title:
MOGSA: Integrative Single Sample Gene-set Analysis of Multiple Omics Data 
Abstract:
Gene-set analysis (GSA) summarizes individual molecular measurements to more interpretable pathways or gene-sets and has become an indispensable step in the interpretation of large-scale omics data. However, GSA methods are limited to the analysis of single omics data. Here, we introduce a new computation method termed multi-omics gene-set analysis (MOGSA), a multivariate single sample gene-set analysis method that integrates multiple experimental and molecular data types measured over the same...    »
 
Journal title:
Molecular & Cellular Proteomics 
Year:
2019 
Journal volume:
18 
Journal issue:
8 suppl 1 
Pages contribution:
S153--S168 
Publisher:
American Society for Biochemistry and Molecular Biology 
Print-ISSN:
1535-9476