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Recommendations on e-infrastructures for next-generation sequencing
With ever-increasing amounts of data being produced by next-generation sequencing (NGS) experiments, the requirements placed on supporting e-infrastructures have grown. In this work, we provide recommendations based on the collective experiences from participants in the EU COST Action SeqAhead for t...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4897895/ https://www.ncbi.nlm.nih.gov/pubmed/27267963 http://dx.doi.org/10.1186/s13742-016-0132-7 |
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author | Spjuth, Ola Bongcam-Rudloff, Erik Dahlberg, Johan Dahlö, Martin Kallio, Aleksi Pireddu, Luca Vezzi, Francesco Korpelainen, Eija |
author_facet | Spjuth, Ola Bongcam-Rudloff, Erik Dahlberg, Johan Dahlö, Martin Kallio, Aleksi Pireddu, Luca Vezzi, Francesco Korpelainen, Eija |
author_sort | Spjuth, Ola |
collection | PubMed |
description | With ever-increasing amounts of data being produced by next-generation sequencing (NGS) experiments, the requirements placed on supporting e-infrastructures have grown. In this work, we provide recommendations based on the collective experiences from participants in the EU COST Action SeqAhead for the tasks of data preprocessing, upstream processing, data delivery, and downstream analysis, as well as long-term storage and archiving. We cover demands on computational and storage resources, networks, software stacks, automation of analysis, education, and also discuss emerging trends in the field. E-infrastructures for NGS require substantial effort to set up and maintain over time, and with sequencing technologies and best practices for data analysis evolving rapidly it is important to prioritize both processing capacity and e-infrastructure flexibility when making strategic decisions to support the data analysis demands of tomorrow. Due to increasingly demanding technical requirements we recommend that e-infrastructure development and maintenance be handled by a professional service unit, be it internal or external to the organization, and emphasis should be placed on collaboration between researchers and IT professionals. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13742-016-0132-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4897895 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-48978952016-06-09 Recommendations on e-infrastructures for next-generation sequencing Spjuth, Ola Bongcam-Rudloff, Erik Dahlberg, Johan Dahlö, Martin Kallio, Aleksi Pireddu, Luca Vezzi, Francesco Korpelainen, Eija Gigascience Review With ever-increasing amounts of data being produced by next-generation sequencing (NGS) experiments, the requirements placed on supporting e-infrastructures have grown. In this work, we provide recommendations based on the collective experiences from participants in the EU COST Action SeqAhead for the tasks of data preprocessing, upstream processing, data delivery, and downstream analysis, as well as long-term storage and archiving. We cover demands on computational and storage resources, networks, software stacks, automation of analysis, education, and also discuss emerging trends in the field. E-infrastructures for NGS require substantial effort to set up and maintain over time, and with sequencing technologies and best practices for data analysis evolving rapidly it is important to prioritize both processing capacity and e-infrastructure flexibility when making strategic decisions to support the data analysis demands of tomorrow. Due to increasingly demanding technical requirements we recommend that e-infrastructure development and maintenance be handled by a professional service unit, be it internal or external to the organization, and emphasis should be placed on collaboration between researchers and IT professionals. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13742-016-0132-7) contains supplementary material, which is available to authorized users. BioMed Central 2016-06-07 /pmc/articles/PMC4897895/ /pubmed/27267963 http://dx.doi.org/10.1186/s13742-016-0132-7 Text en © Spjuth et al. 2016 Open Access This 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 | Review Spjuth, Ola Bongcam-Rudloff, Erik Dahlberg, Johan Dahlö, Martin Kallio, Aleksi Pireddu, Luca Vezzi, Francesco Korpelainen, Eija Recommendations on e-infrastructures for next-generation sequencing |
title | Recommendations on e-infrastructures for next-generation sequencing |
title_full | Recommendations on e-infrastructures for next-generation sequencing |
title_fullStr | Recommendations on e-infrastructures for next-generation sequencing |
title_full_unstemmed | Recommendations on e-infrastructures for next-generation sequencing |
title_short | Recommendations on e-infrastructures for next-generation sequencing |
title_sort | recommendations on e-infrastructures for next-generation sequencing |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4897895/ https://www.ncbi.nlm.nih.gov/pubmed/27267963 http://dx.doi.org/10.1186/s13742-016-0132-7 |
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