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The TargetMine Data Warehouse: Enhancement and Updates

Biological data analysis is the key to new discoveries in disease biology and drug discovery. The rapid proliferation of high-throughput ‘omics’ data has necessitated a need for tools and platforms that allow the researchers to combine and analyse different types of biological data and obtain biolog...

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Autores principales: Chen, Yi-An, Tripathi, Lokesh P., Fujiwara, Takeshi, Kameyama, Tatsuya, Itoh, Mari N., Mizuguchi, Kenji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6794636/
https://www.ncbi.nlm.nih.gov/pubmed/31649722
http://dx.doi.org/10.3389/fgene.2019.00934
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author Chen, Yi-An
Tripathi, Lokesh P.
Fujiwara, Takeshi
Kameyama, Tatsuya
Itoh, Mari N.
Mizuguchi, Kenji
author_facet Chen, Yi-An
Tripathi, Lokesh P.
Fujiwara, Takeshi
Kameyama, Tatsuya
Itoh, Mari N.
Mizuguchi, Kenji
author_sort Chen, Yi-An
collection PubMed
description Biological data analysis is the key to new discoveries in disease biology and drug discovery. The rapid proliferation of high-throughput ‘omics’ data has necessitated a need for tools and platforms that allow the researchers to combine and analyse different types of biological data and obtain biologically relevant knowledge. We had previously developed TargetMine, an integrative data analysis platform for target prioritisation and broad-based biological knowledge discovery. Here, we describe the newly modelled biological data types and the enhanced visual and analytical features of TargetMine. These enhancements have included: an enhanced coverage of gene–gene relations, small molecule metabolite to pathway mappings, an improved literature survey feature, and in silico prediction of gene functional associations such as protein–protein interactions and global gene co-expression. We have also described two usage examples on trans-omics data analysis and extraction of gene-disease associations using MeSH term descriptors. These examples have demonstrated how the newer enhancements in TargetMine have contributed to a more expansive coverage of the biological data space and can help interpret genotype–phenotype relations. TargetMine with its auxiliary toolkit is available at https://targetmine.mizuguchilab.org. The TargetMine source code is available at https://github.com/chenyian-nibio/targetmine-gradle.
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spelling pubmed-67946362019-10-24 The TargetMine Data Warehouse: Enhancement and Updates Chen, Yi-An Tripathi, Lokesh P. Fujiwara, Takeshi Kameyama, Tatsuya Itoh, Mari N. Mizuguchi, Kenji Front Genet Genetics Biological data analysis is the key to new discoveries in disease biology and drug discovery. The rapid proliferation of high-throughput ‘omics’ data has necessitated a need for tools and platforms that allow the researchers to combine and analyse different types of biological data and obtain biologically relevant knowledge. We had previously developed TargetMine, an integrative data analysis platform for target prioritisation and broad-based biological knowledge discovery. Here, we describe the newly modelled biological data types and the enhanced visual and analytical features of TargetMine. These enhancements have included: an enhanced coverage of gene–gene relations, small molecule metabolite to pathway mappings, an improved literature survey feature, and in silico prediction of gene functional associations such as protein–protein interactions and global gene co-expression. We have also described two usage examples on trans-omics data analysis and extraction of gene-disease associations using MeSH term descriptors. These examples have demonstrated how the newer enhancements in TargetMine have contributed to a more expansive coverage of the biological data space and can help interpret genotype–phenotype relations. TargetMine with its auxiliary toolkit is available at https://targetmine.mizuguchilab.org. The TargetMine source code is available at https://github.com/chenyian-nibio/targetmine-gradle. Frontiers Media S.A. 2019-10-09 /pmc/articles/PMC6794636/ /pubmed/31649722 http://dx.doi.org/10.3389/fgene.2019.00934 Text en Copyright © 2019 Chen, Tripathi, Fujiwara, Kameyama, Itoh and Mizuguchi http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Chen, Yi-An
Tripathi, Lokesh P.
Fujiwara, Takeshi
Kameyama, Tatsuya
Itoh, Mari N.
Mizuguchi, Kenji
The TargetMine Data Warehouse: Enhancement and Updates
title The TargetMine Data Warehouse: Enhancement and Updates
title_full The TargetMine Data Warehouse: Enhancement and Updates
title_fullStr The TargetMine Data Warehouse: Enhancement and Updates
title_full_unstemmed The TargetMine Data Warehouse: Enhancement and Updates
title_short The TargetMine Data Warehouse: Enhancement and Updates
title_sort targetmine data warehouse: enhancement and updates
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6794636/
https://www.ncbi.nlm.nih.gov/pubmed/31649722
http://dx.doi.org/10.3389/fgene.2019.00934
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