ASSIGN
Bioc currentAdaptive Signature Selection and InteGratioN (ASSIGN)
Release Lineage
Entered 2.14 · Apr 14, 2014
Current · Requires R 4.6
Description
ASSIGN is a computational tool to evaluate the pathway deregulation/activation status in individual patient samples. ASSIGN employs a flexible Bayesian factor analysis approach that adapts predetermined pathway signatures derived either from knowledge-based literature or from perturbation experiments to the cell-/tissue-specific pathway signatures. The deregulation/activation level of each context-specific pathway is quantified to a score, which represents the extent to which a patient sample encompasses the pathway deregulation/activation signature.
Code
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Topics
Depended on by (1)
Bioconductor (1)
People
- David Jenkins author maintainer
- Andrea H. Bild author
- W. Evan Johnson author
- Mumtehena Rahman author
- Ying Shen author