Cargando…

Linking gene expression to phenotypes via pathway information

Establishing robust links among gene expression, pathways and phenotypes is critical for understanding diseases and developing treatments. In recent years there have been many efforts to develop the computational means to traverse from genes to gene expression, model pathways and classify phenotypes...

Descripción completa

Detalles Bibliográficos
Autores principales: Papatheodorou, Irene, Oellrich, Anika, Smedley, Damian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4404592/
https://www.ncbi.nlm.nih.gov/pubmed/25901272
http://dx.doi.org/10.1186/s13326-015-0013-5
_version_ 1782367517712318464
author Papatheodorou, Irene
Oellrich, Anika
Smedley, Damian
author_facet Papatheodorou, Irene
Oellrich, Anika
Smedley, Damian
author_sort Papatheodorou, Irene
collection PubMed
description Establishing robust links among gene expression, pathways and phenotypes is critical for understanding diseases and developing treatments. In recent years there have been many efforts to develop the computational means to traverse from genes to gene expression, model pathways and classify phenotypes. Numerous ontologies and other controlled vocabularies have been developed, as well as computational methods to combine and mine these data sets and establish connections. Here we discuss these efforts and identify areas of future work that could lead to a better integration of genes, pathways and phenotypes to provide insights into the mechanisms under which gene mutations affect expression and pathways and how these effects are manifested onto the phenotype. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13326-015-0013-5) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4404592
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-44045922015-04-22 Linking gene expression to phenotypes via pathway information Papatheodorou, Irene Oellrich, Anika Smedley, Damian J Biomed Semantics Review Establishing robust links among gene expression, pathways and phenotypes is critical for understanding diseases and developing treatments. In recent years there have been many efforts to develop the computational means to traverse from genes to gene expression, model pathways and classify phenotypes. Numerous ontologies and other controlled vocabularies have been developed, as well as computational methods to combine and mine these data sets and establish connections. Here we discuss these efforts and identify areas of future work that could lead to a better integration of genes, pathways and phenotypes to provide insights into the mechanisms under which gene mutations affect expression and pathways and how these effects are manifested onto the phenotype. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13326-015-0013-5) contains supplementary material, which is available to authorized users. BioMed Central 2015-04-11 /pmc/articles/PMC4404592/ /pubmed/25901272 http://dx.doi.org/10.1186/s13326-015-0013-5 Text en © Papatheodorou et al.; licensee BioMed Central. 2015 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 use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Review
Papatheodorou, Irene
Oellrich, Anika
Smedley, Damian
Linking gene expression to phenotypes via pathway information
title Linking gene expression to phenotypes via pathway information
title_full Linking gene expression to phenotypes via pathway information
title_fullStr Linking gene expression to phenotypes via pathway information
title_full_unstemmed Linking gene expression to phenotypes via pathway information
title_short Linking gene expression to phenotypes via pathway information
title_sort linking gene expression to phenotypes via pathway information
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4404592/
https://www.ncbi.nlm.nih.gov/pubmed/25901272
http://dx.doi.org/10.1186/s13326-015-0013-5
work_keys_str_mv AT papatheodorouirene linkinggeneexpressiontophenotypesviapathwayinformation
AT oellrichanika linkinggeneexpressiontophenotypesviapathwayinformation
AT smedleydamian linkinggeneexpressiontophenotypesviapathwayinformation