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Metadata-driven Comparative Analysis Tool (Meta-CATS)

Overview

The meta-CATS metadata genome comparison tool takes sequence data and determines the aligned positions that significantly differ between two (or more) user-specified groups. Once an analysis is started, a multiple sequence alignment is performed if the input was unaligned (such as from a database query). A chi-square test of independence is then performed on each non-conserved column of the alignment, to identify those that have a non-random distribution of bases. A quantitative statistical value of variation is computed for all positions. Columns that are perfectly conserved will not be identified as statistically significant. All other non-conserved columns will be evaluated to determine whether the p-value is lower than the specified threshold value. Terminal gaps flanking the aligned sequences will not be taken into account for the analysis.

About this module

This module is a component of the BV-BRC build system. It is designed to fit into the dev_container infrastructure which manages development and production deployment of the components of the BV-BRC. More documentation is available here.

There is one application service specifications defined here:

  1. Meta_CATS: The Meta-CATS tool looks for positions that significantly differ between user-defined groups of sequences.

The code in this module provides the BV-BRC application service wrapper scripts for the Meta-CATS service as well as some backend utilities:

Script name Purpose
App-MetaCATS.pl App script for the Meta-CATS service

See also

References

Pickett, B. E., et al. "Metadata-driven comparative analysis tool for sequences (meta-CATS): an automated process for identifying significant sequence variations that correlate with virus attributes." Virology 447.1-2 (2013): 45-51.

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