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CDMAP/CDVIS: context-dependent mutation analysis package and visualization software.

David L PattonThomas CardenasPerrin MeleJon NavarroWay Sung
Published in: G3 (Bethesda, Md.) (2022)
The Context-dependent Mutation Analysis Package and Visualization Software (CDMAP/CDVIS) is an automated, modular toolkit used for the analysis and visualization of context-dependent mutation patterns (site-specific variation in mutation rate from neighboring-nucleotide effects). The CDMAP computes context-dependent mutation rates using a Variant Call File (VCF), Genbank file, and reference genome and can generate high-resolution figures to analyze variation in mutation rate across spatiotemporal scales. This algorithm has been benchmarked against mutation accumulation data but can also be used to calculate context-dependent mutation rates for polymorphism or closely related species as long as the input requirements are met. Output from CDMAP can be integrated into CDVIS, an interactive database for visualizing mutation patterns across multiple taxa simultaneously.
Keyphrases
  • high resolution
  • machine learning
  • emergency department
  • mass spectrometry
  • deep learning
  • artificial intelligence
  • genome wide