LACE

This is the development version of LACE; for the stable release version, see LACE.

Longitudinal Analysis of Cancer Evolution (LACE)

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DOI: 10.18129/B9.bioc.LACE

Bioconductor version: Development (3.23)

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.

Author: Daniele Ramazzotti [aut] ORCID iD ORCID: 0000-0002-6087-2666 , Fabrizio Angaroni [aut], Davide Maspero [cre, aut], Alex Graudenzi [aut], Luca De Sano [aut] ORCID iD ORCID: 0000-0002-9618-3774 , Gianluca Ascolani [aut]

Maintainer: Davide Maspero <d.maspero at campus.unimib.it>

Citation (from within R, enter citation("LACE")):

Installation

To install this package, start R (version "4.6") and enter:


if (!require("BiocManager", quietly = TRUE))
 install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("LACE")

For older versions of R, please refer to the appropriate Bioconductor release.