Calculating and applying pathogen mutational spectra using MutTui
Ruis, C.; Tonkin-Hill, G.; Floto, R. A.; Parkhill, J.
Show abstract
Mutational spectra describe the pattern of mutations acquired during evolution and are driven by factors including mutagens, repair processes and selection. Calculating mutational spectra of pathogen genomic datasets may enable analysis of factors that influence these mutational processes, including replication niches, transmission routes and pathogen biology. Here, we introduce MutTui, which can leverage multiple types of sequence data to calculate and compare mutational spectra of DNA and RNA pathogens. MutTui is available at https://github.com/chrisruis/MutTui.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Deciphering polymorphism in 61,157 Escherichia coli genomes via epistatic sequence landscapes 94%
- Genome graphs reveal the importance of structural variation in Mycobacterium tuberculosis evolution and drug resistance 93%
- No evidence for increased transmissibility from recurrent mutations in SARS-CoV-2 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.