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VirusLab: A Tool for Customized SARS-CoV-2 Data Analysis
Since the beginning of 2020, the COVID-19 pandemic has posed unprecedented challenges to viral data analysis and connected host disease diagnostic methods. We propose VirusLab, a flexible system for analysing SARS-CoV-2 viral sequences and relating them to metadata or clinical information about the...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9245481/ https://www.ncbi.nlm.nih.gov/pubmed/35822801 http://dx.doi.org/10.3390/biotech10040027 |
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author | Pinoli, Pietro Bernasconi, Anna Sandionigi, Anna Ceri, Stefano |
author_facet | Pinoli, Pietro Bernasconi, Anna Sandionigi, Anna Ceri, Stefano |
author_sort | Pinoli, Pietro |
collection | PubMed |
description | Since the beginning of 2020, the COVID-19 pandemic has posed unprecedented challenges to viral data analysis and connected host disease diagnostic methods. We propose VirusLab, a flexible system for analysing SARS-CoV-2 viral sequences and relating them to metadata or clinical information about the host. VirusLab capitalizes on two existing resources: ViruSurf, a database of public SARS-CoV-2 sequences supporting metadata-driven search, and VirusViz, a tool for visual analysis of search results. VirusLab is designed for taking advantage of these resources within a server-side architecture that: (i) covers pipelines based on approaches already in use (ARTIC, Galaxy) but entirely cutomizable upon user request; (ii) predigests analysis of raw sequencing data from different platforms (Oxford Nanopore and Illumina); (iii) gives access to public archives datasets; (iv) supplies user-friendly reporting – making it a tool that can also be integrated into a business environment. VirusLab can be installed and hosted within the premises of any organization where information about SARS-CoV-2 sequences can be safely integrated with information about hosts (e.g., clinical metadata). A system such as VirusLab is not currently available in the landscape of similar providers: our results show that VirusLab is a powerful tool to generate tabular/graphical and machine readable reports that can be integrated in more complex pipelines. We foresee that the proposed system can support many research-oriented and therapeutic scenarios within hospitals or the tracing of viral sequences and their mutational processes within organizations for viral surveillance. |
format | Online Article Text |
id | pubmed-9245481 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92454812022-07-06 VirusLab: A Tool for Customized SARS-CoV-2 Data Analysis Pinoli, Pietro Bernasconi, Anna Sandionigi, Anna Ceri, Stefano BioTech (Basel) Article Since the beginning of 2020, the COVID-19 pandemic has posed unprecedented challenges to viral data analysis and connected host disease diagnostic methods. We propose VirusLab, a flexible system for analysing SARS-CoV-2 viral sequences and relating them to metadata or clinical information about the host. VirusLab capitalizes on two existing resources: ViruSurf, a database of public SARS-CoV-2 sequences supporting metadata-driven search, and VirusViz, a tool for visual analysis of search results. VirusLab is designed for taking advantage of these resources within a server-side architecture that: (i) covers pipelines based on approaches already in use (ARTIC, Galaxy) but entirely cutomizable upon user request; (ii) predigests analysis of raw sequencing data from different platforms (Oxford Nanopore and Illumina); (iii) gives access to public archives datasets; (iv) supplies user-friendly reporting – making it a tool that can also be integrated into a business environment. VirusLab can be installed and hosted within the premises of any organization where information about SARS-CoV-2 sequences can be safely integrated with information about hosts (e.g., clinical metadata). A system such as VirusLab is not currently available in the landscape of similar providers: our results show that VirusLab is a powerful tool to generate tabular/graphical and machine readable reports that can be integrated in more complex pipelines. We foresee that the proposed system can support many research-oriented and therapeutic scenarios within hospitals or the tracing of viral sequences and their mutational processes within organizations for viral surveillance. MDPI 2021-11-06 /pmc/articles/PMC9245481/ /pubmed/35822801 http://dx.doi.org/10.3390/biotech10040027 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pinoli, Pietro Bernasconi, Anna Sandionigi, Anna Ceri, Stefano VirusLab: A Tool for Customized SARS-CoV-2 Data Analysis |
title | VirusLab: A Tool for Customized SARS-CoV-2 Data Analysis |
title_full | VirusLab: A Tool for Customized SARS-CoV-2 Data Analysis |
title_fullStr | VirusLab: A Tool for Customized SARS-CoV-2 Data Analysis |
title_full_unstemmed | VirusLab: A Tool for Customized SARS-CoV-2 Data Analysis |
title_short | VirusLab: A Tool for Customized SARS-CoV-2 Data Analysis |
title_sort | viruslab: a tool for customized sars-cov-2 data analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9245481/ https://www.ncbi.nlm.nih.gov/pubmed/35822801 http://dx.doi.org/10.3390/biotech10040027 |
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