ASSIGN: Adaptive Signature Selection and InteGratioN (ASSIGN)

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 literatures 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.

AuthorYing Shen, Andrea H. Bild, and W. Evan Johnson
Date of publicationNone
MaintainerYing Shen <yshen3@bu.edu>
LicenseMIT
Version1.10.0

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