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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...

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Autores principales: Musa, Aliyu, Tripathi, Shailesh, Dehmer, Matthias, Emmert-Streib, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
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/.
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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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