SPSNet: subpopulation-sensitive network-based analysis of heterogeneous gene expression data.

Abstract excerpt

BACKGROUND: Transcriptomic datasets often contain undeclared heterogeneity arising from biological variation such as diversity of disease subtypes, treatment subgroups, time-series gene expression, nested experimental conditions, as well as technical variation due to batch effects, platform differences in integrated meta-analyses, etc. However, current analysis approaches are primarily designed to handle...

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