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COGENT: evaluating the consistency of gene co-expression networks.


ABSTRACT:

Summary

Gene co-expression networks can be constructed in multiple different ways, both in the use of different measures of co-expression, and in the thresholds applied to the calculated co-expression values, from any given dataset. It is often not clear which co-expression network construction method should be preferred. COGENT provides a set of tools designed to aid the choice of network construction method without the need for any external validation data.

Availability and implementation

https://github.com/lbozhilova/COGENT.

Supplementary information

Supplementary information is available at Bioinformatics online.

SUBMITTER: Bozhilova LV 

PROVIDER: S-EPMC8317122 | biostudies-literature | 2021 Jul

REPOSITORIES: biostudies-literature

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Publications

COGENT: evaluating the consistency of gene co-expression networks.

Bozhilova Lyuba V LV   Pardo-Diaz Javier J   Reinert Gesine G   Deane Charlotte M CM  

Bioinformatics (Oxford, England) 20210701 13


<h4>Summary</h4>Gene co-expression networks can be constructed in multiple different ways, both in the use of different measures of co-expression, and in the thresholds applied to the calculated co-expression values, from any given dataset. It is often not clear which co-expression network construction method should be preferred. COGENT provides a set of tools designed to aid the choice of network construction method without the need for any external validation data.<h4>Availability and implemen  ...[more]

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