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TriPOINT: a software tool to prioritize important genes in pathways and their non-coding regulators

SUMMARY: Current approaches for pathway analyses focus on representing gene expression levels on graph representations of pathways and conducting pathway enrichment among differentially expressed genes. However, gene expression levels by themselves do not reflect the overall picture as non-coding fa...

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Detalles Bibliográficos
Autores principales: Thibodeau, Asa, Shin, Dong-Guk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6662310/
https://www.ncbi.nlm.nih.gov/pubmed/30566622
http://dx.doi.org/10.1093/bioinformatics/bty998
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author Thibodeau, Asa
Shin, Dong-Guk
author_facet Thibodeau, Asa
Shin, Dong-Guk
author_sort Thibodeau, Asa
collection PubMed
description SUMMARY: Current approaches for pathway analyses focus on representing gene expression levels on graph representations of pathways and conducting pathway enrichment among differentially expressed genes. However, gene expression levels by themselves do not reflect the overall picture as non-coding factors play an important role to regulate gene expression. To incorporate these non-coding factors into pathway analyses and to systematically prioritize genes in a pathway we introduce a new software: Triangulation of Perturbation Origins and Identification of Non-Coding Targets. Triangulation of Perturbation Origins and Identification of Non-Coding Targets is a pathway analysis tool, implemented in Java that identifies the significance of a gene under a condition (e.g. a disease phenotype) by studying graph representations of pathways, analyzing upstream and downstream gene interactions and integrating non-coding regions that may be regulating gene expression levels. AVAILABILITY AND IMPLEMENTATION: The TriPOINT open source software is freely available at https://github.uconn.edu/ajt06004/TriPOINT under the GPL v3.0 license. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-66623102019-08-02 TriPOINT: a software tool to prioritize important genes in pathways and their non-coding regulators Thibodeau, Asa Shin, Dong-Guk Bioinformatics Applications Notes SUMMARY: Current approaches for pathway analyses focus on representing gene expression levels on graph representations of pathways and conducting pathway enrichment among differentially expressed genes. However, gene expression levels by themselves do not reflect the overall picture as non-coding factors play an important role to regulate gene expression. To incorporate these non-coding factors into pathway analyses and to systematically prioritize genes in a pathway we introduce a new software: Triangulation of Perturbation Origins and Identification of Non-Coding Targets. Triangulation of Perturbation Origins and Identification of Non-Coding Targets is a pathway analysis tool, implemented in Java that identifies the significance of a gene under a condition (e.g. a disease phenotype) by studying graph representations of pathways, analyzing upstream and downstream gene interactions and integrating non-coding regions that may be regulating gene expression levels. AVAILABILITY AND IMPLEMENTATION: The TriPOINT open source software is freely available at https://github.uconn.edu/ajt06004/TriPOINT under the GPL v3.0 license. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2019-08-01 2018-12-19 /pmc/articles/PMC6662310/ /pubmed/30566622 http://dx.doi.org/10.1093/bioinformatics/bty998 Text en © The Author(s) 2018. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
Thibodeau, Asa
Shin, Dong-Guk
TriPOINT: a software tool to prioritize important genes in pathways and their non-coding regulators
title TriPOINT: a software tool to prioritize important genes in pathways and their non-coding regulators
title_full TriPOINT: a software tool to prioritize important genes in pathways and their non-coding regulators
title_fullStr TriPOINT: a software tool to prioritize important genes in pathways and their non-coding regulators
title_full_unstemmed TriPOINT: a software tool to prioritize important genes in pathways and their non-coding regulators
title_short TriPOINT: a software tool to prioritize important genes in pathways and their non-coding regulators
title_sort tripoint: a software tool to prioritize important genes in pathways and their non-coding regulators
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6662310/
https://www.ncbi.nlm.nih.gov/pubmed/30566622
http://dx.doi.org/10.1093/bioinformatics/bty998
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