Longitudinal Analysis of Cancer Evolution (LACE)
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In this repository we provide an R implementation of *LACE*.
*LACE* is an algorithmic framework that processes single-cell somatic mutation profiles from cancer samples collected at different time points and in distinct experimental settings, to produce longitudinal models of cancer evolution. The approach solves a Boolean Matrix Factorization problem with phylogenetic constraints, by maximizing a weighted likelihood function computed on multiple time points.
Please feel free to contact us if you have problems running our tool at daniele.ramazzotti1@gmail.com or d.maspero@campus.unimib.it.