Cargando…
GeneDive: A gene interaction search and visualization tool to facilitate precision medicine
Obtaining relevant information about gene interactions is critical for understanding disease processes and treatment. With the rise in text mining approaches, the volume of such biomedical data is rapidly increasing, thereby creating a new problem for the users of this data: information overload. A...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5807065/ https://www.ncbi.nlm.nih.gov/pubmed/29218917 |
_version_ | 1783299225419776000 |
---|---|
author | Previde, Paul Thomas, Brook Wong, Mike Mallory, Emily K Petkovic, Dragutin Altman, Russ B Kulkarni, Anagha |
author_facet | Previde, Paul Thomas, Brook Wong, Mike Mallory, Emily K Petkovic, Dragutin Altman, Russ B Kulkarni, Anagha |
author_sort | Previde, Paul |
collection | PubMed |
description | Obtaining relevant information about gene interactions is critical for understanding disease processes and treatment. With the rise in text mining approaches, the volume of such biomedical data is rapidly increasing, thereby creating a new problem for the users of this data: information overload. A tool for efficient querying and visualization of biomedical data that helps researchers understand the underlying biological mechanisms for diseases and drug responses, and ultimately helps patients, is sorely needed. To this end we have developed GeneDive, a web-based information retrieval, filtering, and visualization tool for large volumes of gene interaction data. GeneDive offers various features and modalities that guide the user through the search process to efficiently reach the information of their interest. GeneDive currently processes over three million gene-gene interactions with response times within a few seconds. For over half of the curated gene sets sourced from four prominent databases, more than 80% of the gene set members are recovered by GeneDive. In the near future, GeneDive will seamlessly accommodate other interaction types, such as gene-drug and gene-disease interactions, thus enabling full exploration of topics such as precision medicine. The GeneDive application and information about its underlying system architecture are available at http://www.genedive.net. |
format | Online Article Text |
id | pubmed-5807065 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
record_format | MEDLINE/PubMed |
spelling | pubmed-58070652018-02-09 GeneDive: A gene interaction search and visualization tool to facilitate precision medicine Previde, Paul Thomas, Brook Wong, Mike Mallory, Emily K Petkovic, Dragutin Altman, Russ B Kulkarni, Anagha Pac Symp Biocomput Article Obtaining relevant information about gene interactions is critical for understanding disease processes and treatment. With the rise in text mining approaches, the volume of such biomedical data is rapidly increasing, thereby creating a new problem for the users of this data: information overload. A tool for efficient querying and visualization of biomedical data that helps researchers understand the underlying biological mechanisms for diseases and drug responses, and ultimately helps patients, is sorely needed. To this end we have developed GeneDive, a web-based information retrieval, filtering, and visualization tool for large volumes of gene interaction data. GeneDive offers various features and modalities that guide the user through the search process to efficiently reach the information of their interest. GeneDive currently processes over three million gene-gene interactions with response times within a few seconds. For over half of the curated gene sets sourced from four prominent databases, more than 80% of the gene set members are recovered by GeneDive. In the near future, GeneDive will seamlessly accommodate other interaction types, such as gene-drug and gene-disease interactions, thus enabling full exploration of topics such as precision medicine. The GeneDive application and information about its underlying system architecture are available at http://www.genedive.net. 2018 /pmc/articles/PMC5807065/ /pubmed/29218917 Text en Open Access chapter published by World Scientific Publishing Company and distributed under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by-nc-nd/4.0/) Non-Commercial (CC BY-NC) 4.0 License. |
spellingShingle | Article Previde, Paul Thomas, Brook Wong, Mike Mallory, Emily K Petkovic, Dragutin Altman, Russ B Kulkarni, Anagha GeneDive: A gene interaction search and visualization tool to facilitate precision medicine |
title | GeneDive: A gene interaction search and visualization tool to facilitate precision medicine |
title_full | GeneDive: A gene interaction search and visualization tool to facilitate precision medicine |
title_fullStr | GeneDive: A gene interaction search and visualization tool to facilitate precision medicine |
title_full_unstemmed | GeneDive: A gene interaction search and visualization tool to facilitate precision medicine |
title_short | GeneDive: A gene interaction search and visualization tool to facilitate precision medicine |
title_sort | genedive: a gene interaction search and visualization tool to facilitate precision medicine |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5807065/ https://www.ncbi.nlm.nih.gov/pubmed/29218917 |
work_keys_str_mv | AT previdepaul genediveageneinteractionsearchandvisualizationtooltofacilitateprecisionmedicine AT thomasbrook genediveageneinteractionsearchandvisualizationtooltofacilitateprecisionmedicine AT wongmike genediveageneinteractionsearchandvisualizationtooltofacilitateprecisionmedicine AT malloryemilyk genediveageneinteractionsearchandvisualizationtooltofacilitateprecisionmedicine AT petkovicdragutin genediveageneinteractionsearchandvisualizationtooltofacilitateprecisionmedicine AT altmanrussb genediveageneinteractionsearchandvisualizationtooltofacilitateprecisionmedicine AT kulkarnianagha genediveageneinteractionsearchandvisualizationtooltofacilitateprecisionmedicine |