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PyCellBase, an efficient python package for easy retrieval of biological data from heterogeneous sources
BACKGROUND: Biological databases and repositories are incrementing in diversity and complexity over the years. This rapid expansion of current and new sources of biological knowledge raises serious problems of data accessibility and integration. To handle the growing necessity of unification, CellBa...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6438028/ https://www.ncbi.nlm.nih.gov/pubmed/30922213 http://dx.doi.org/10.1186/s12859-019-2726-4 |
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author | Perez-Gil, Daniel Lopez, Francisco J. Dopazo, Joaquin Marin-Garcia, Pablo Rendon, Augusto Medina, Ignacio |
author_facet | Perez-Gil, Daniel Lopez, Francisco J. Dopazo, Joaquin Marin-Garcia, Pablo Rendon, Augusto Medina, Ignacio |
author_sort | Perez-Gil, Daniel |
collection | PubMed |
description | BACKGROUND: Biological databases and repositories are incrementing in diversity and complexity over the years. This rapid expansion of current and new sources of biological knowledge raises serious problems of data accessibility and integration. To handle the growing necessity of unification, CellBase was created as an integrative solution. CellBase provides a centralized NoSQL database containing biological information from different and heterogeneous sources. Access to this information is done through a RESTful web service API, which provides an efficient interface to the data. RESULTS: In this work we present PyCellBase, a Python package that provides programmatic access to the rich RESTful web service API offered by CellBase. This package offers a fast and user-friendly access to biological information without the need of installing any local database. In addition, a series of command-line tools are provided to perform common bioinformatic tasks, such as variant annotation. CellBase data is always available by a high-availability cluster and queries have been tuned to ensure a real-time performance. CONCLUSION: PyCellBase is an open-source Python package that provides an efficient access to heterogeneous biological information. It allows to perform tasks that require a comprehensive set of knowledge resources, as for example variant annotation. Queries can be easily fine-tuned to retrieve the desired information of particular biological features. PyCellBase offers the convenience of an object-oriented scripting language and provides the ability to integrate the obtained results into other Python applications and pipelines. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-019-2726-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6438028 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64380282019-04-08 PyCellBase, an efficient python package for easy retrieval of biological data from heterogeneous sources Perez-Gil, Daniel Lopez, Francisco J. Dopazo, Joaquin Marin-Garcia, Pablo Rendon, Augusto Medina, Ignacio BMC Bioinformatics Software BACKGROUND: Biological databases and repositories are incrementing in diversity and complexity over the years. This rapid expansion of current and new sources of biological knowledge raises serious problems of data accessibility and integration. To handle the growing necessity of unification, CellBase was created as an integrative solution. CellBase provides a centralized NoSQL database containing biological information from different and heterogeneous sources. Access to this information is done through a RESTful web service API, which provides an efficient interface to the data. RESULTS: In this work we present PyCellBase, a Python package that provides programmatic access to the rich RESTful web service API offered by CellBase. This package offers a fast and user-friendly access to biological information without the need of installing any local database. In addition, a series of command-line tools are provided to perform common bioinformatic tasks, such as variant annotation. CellBase data is always available by a high-availability cluster and queries have been tuned to ensure a real-time performance. CONCLUSION: PyCellBase is an open-source Python package that provides an efficient access to heterogeneous biological information. It allows to perform tasks that require a comprehensive set of knowledge resources, as for example variant annotation. Queries can be easily fine-tuned to retrieve the desired information of particular biological features. PyCellBase offers the convenience of an object-oriented scripting language and provides the ability to integrate the obtained results into other Python applications and pipelines. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-019-2726-4) contains supplementary material, which is available to authorized users. BioMed Central 2019-03-28 /pmc/articles/PMC6438028/ /pubmed/30922213 http://dx.doi.org/10.1186/s12859-019-2726-4 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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 | Software Perez-Gil, Daniel Lopez, Francisco J. Dopazo, Joaquin Marin-Garcia, Pablo Rendon, Augusto Medina, Ignacio PyCellBase, an efficient python package for easy retrieval of biological data from heterogeneous sources |
title | PyCellBase, an efficient python package for easy retrieval of biological data from heterogeneous sources |
title_full | PyCellBase, an efficient python package for easy retrieval of biological data from heterogeneous sources |
title_fullStr | PyCellBase, an efficient python package for easy retrieval of biological data from heterogeneous sources |
title_full_unstemmed | PyCellBase, an efficient python package for easy retrieval of biological data from heterogeneous sources |
title_short | PyCellBase, an efficient python package for easy retrieval of biological data from heterogeneous sources |
title_sort | pycellbase, an efficient python package for easy retrieval of biological data from heterogeneous sources |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6438028/ https://www.ncbi.nlm.nih.gov/pubmed/30922213 http://dx.doi.org/10.1186/s12859-019-2726-4 |
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