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L1000 Viewer: A Search Engine and Web Interface for the LINCS Data Repository
The LINCS L1000 data repository contains almost two million gene expression profiles for thousands of small molecules and drugs. However, due to the complexity and the size of the data repository and a lack of an interoperable interface, the creation of pharmacologically meaningful workflows utilizi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588157/ https://www.ncbi.nlm.nih.gov/pubmed/31258549 http://dx.doi.org/10.3389/fgene.2019.00557 |
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author | Musa, Aliyu Tripathi, Shailesh Dehmer, Matthias Emmert-Streib, Frank |
author_facet | Musa, Aliyu Tripathi, Shailesh Dehmer, Matthias Emmert-Streib, Frank |
author_sort | Musa, Aliyu |
collection | PubMed |
description | The LINCS L1000 data repository contains almost two million gene expression profiles for thousands of small molecules and drugs. However, due to the complexity and the size of the data repository and a lack of an interoperable interface, the creation of pharmacologically meaningful workflows utilizing these data is severely hampered. In order to overcome this limitation, we developed the L1000 Viewer, a search engine and graphical web interface for the LINCS data repository. The web interface serves as an interactive platform allowing the user to select different forms of perturbation profiles, e.g., for specific cell lines, drugs, dosages, time points and combinations thereof. At its core, our method has a database we created from inferring and utilizing the intricate dependency graph structure among the data files. The L1000 Viewer is accessible via http://L1000viewer.bio-complexity.com/. |
format | Online Article Text |
id | pubmed-6588157 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-65881572019-06-28 L1000 Viewer: A Search Engine and Web Interface for the LINCS Data Repository Musa, Aliyu Tripathi, Shailesh Dehmer, Matthias Emmert-Streib, Frank Front Genet Genetics The LINCS L1000 data repository contains almost two million gene expression profiles for thousands of small molecules and drugs. However, due to the complexity and the size of the data repository and a lack of an interoperable interface, the creation of pharmacologically meaningful workflows utilizing these data is severely hampered. In order to overcome this limitation, we developed the L1000 Viewer, a search engine and graphical web interface for the LINCS data repository. The web interface serves as an interactive platform allowing the user to select different forms of perturbation profiles, e.g., for specific cell lines, drugs, dosages, time points and combinations thereof. At its core, our method has a database we created from inferring and utilizing the intricate dependency graph structure among the data files. The L1000 Viewer is accessible via http://L1000viewer.bio-complexity.com/. Frontiers Media S.A. 2019-06-14 /pmc/articles/PMC6588157/ /pubmed/31258549 http://dx.doi.org/10.3389/fgene.2019.00557 Text en Copyright © 2019 Musa, Tripathi, Dehmer and Emmert-Streib. 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 Musa, Aliyu Tripathi, Shailesh Dehmer, Matthias Emmert-Streib, Frank L1000 Viewer: A Search Engine and Web Interface for the LINCS Data Repository |
title | L1000 Viewer: A Search Engine and Web Interface for the LINCS Data Repository |
title_full | L1000 Viewer: A Search Engine and Web Interface for the LINCS Data Repository |
title_fullStr | L1000 Viewer: A Search Engine and Web Interface for the LINCS Data Repository |
title_full_unstemmed | L1000 Viewer: A Search Engine and Web Interface for the LINCS Data Repository |
title_short | L1000 Viewer: A Search Engine and Web Interface for the LINCS Data Repository |
title_sort | l1000 viewer: a search engine and web interface for the lincs data repository |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588157/ https://www.ncbi.nlm.nih.gov/pubmed/31258549 http://dx.doi.org/10.3389/fgene.2019.00557 |
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