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Using the base percentage fingerprint of the 10-mer decomposition of genomic and plasmid DNA to classify bacteria strains

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bacteria-fingerprints

Using the base-percentage space spectrum of the 10-mer decomposition of genomic and plasmid DNA to classify bacteria strains

Software Dependencies

INSTALL JELLYFISH

Our analysis requires the use of jellyfish to count the number of unique k-mers in a genome sequence. Get the source code directly by by preforming a wget on the source code link which can be found on their git repo here.

User guide for the jellyfish software can be found here. Jelly fish software is developed by Guillaume Marçais or Carl Kingsfor.

INSTALL R Libraries

In order to run our analysis, the following R libraries need to be installed:

  • tidyr
  • readr
  • dplyr
  • mlr
  • ggplot2

Download these packages using the R packages.install() command before running the analysis script

Running Analysis Pipeline

Code for analysis is all automated and contained in the runModel shell script of the home directory of the repository.

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Using the base percentage fingerprint of the 10-mer decomposition of genomic and plasmid DNA to classify bacteria strains

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