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Bayesian Evolutionary Analysis of Metastasis (BEAM)

BEAM logo

BEAM is a BEAST2 package for Bayesian cancer migration graph inference from CRISPR cell lineage tracing data. BEAM provides a joint model of lineage reconstruction and migration history inference from the raw data, avoiding the need to condition on a single phylogeny while instead inferring a distribution of migration graphs.

Installation

  1. Install BEAST2 from beast2.org
  2. Install BEAM:
    • Download the latest release from BEAM GitHub releases
    • Find your BEAST2 packages directory (check with packagemanager -list)
    • Create and set up BEAM in that directory (replacing vX.Y.Z with the latest version)
      mkdir beam && cd beam
      wget https://github.com/CshlSiepelLab/beam/releases/download/vX.Y.Z/beam.vX.Y.Z.zip
      unzip beam.vX.Y.Z.zip

Verify installation by running packagemanager -list. Beam should appear in the list.

Usage

Basic Usage

Run BEAM using the BEAST2 command line interface:

beast -working examples/input.xml

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BEAST2 package to infer cancer migration histories from CRISPR single-cell lineage tracing data.

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