BIMIB-DISCo/LACE: Longitudinal Analysis of Cancer Evolution (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 weighed likelihood function computed on multiple time points.

Getting started

Package details

Bioconductor views BiomedicalInformatics SingleCell SomaticMutation
Licensefile LICENSE
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
BIMIB-DISCo/LACE documentation built on May 9, 2024, 1:23 p.m.