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Louisiana State University

Faculty Publications

2020

Functional genomics

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Gomcl: A T Gomcl: A Toolkit T Oolkit To Cluster O Cluster, Evaluate, And Extr Aluate, And Extract Non-R Act Non-Redundant Edundant Associations Of Gene Ontology-Based Functions, Guannan Wang, Dong-Ha Oh, Maheshi Dassanayake Apr 2020

Gomcl: A T Gomcl: A Toolkit T Oolkit To Cluster O Cluster, Evaluate, And Extr Aluate, And Extract Non-R Act Non-Redundant Edundant Associations Of Gene Ontology-Based Functions, Guannan Wang, Dong-Ha Oh, Maheshi Dassanayake

Faculty Publications

Background Functional enrichment of genes and pathways based on Gene Ontology (GO) has been widely used to describe the results of various -omics analyses. GO terms statistically overrepresented within a set of a large number of genes are typically used to describe the main functional attributes of the gene set. However, these lists of overrepresented GO terms are often too large and contains redundant overlapping GO terms hindering informative functional interpretations. Results We developed GOMCL to reduce redundancy and summarize lists of GO terms effectively and informatively. This lightweight python toolkit efficiently identifies clusters within a list of GO terms …