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NanoSPC: a scalable, portable, cloud compatible viral nanopore metagenomic data processing pipeline

Metagenomic sequencing combined with Oxford Nanopore Technology has the potential to become a point-of-care test for infectious disease in public health and clinical settings, providing rapid diagnosis of infection, guiding individual patient management and treatment strategies, and informing infect...

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Detalles Bibliográficos
Autores principales: Xu, Yifei, Yang-Turner, Fan, Volk, Denis, Crook, Derrick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7319573/
https://www.ncbi.nlm.nih.gov/pubmed/32442274
http://dx.doi.org/10.1093/nar/gkaa413
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author Xu, Yifei
Yang-Turner, Fan
Volk, Denis
Crook, Derrick
author_facet Xu, Yifei
Yang-Turner, Fan
Volk, Denis
Crook, Derrick
author_sort Xu, Yifei
collection PubMed
description Metagenomic sequencing combined with Oxford Nanopore Technology has the potential to become a point-of-care test for infectious disease in public health and clinical settings, providing rapid diagnosis of infection, guiding individual patient management and treatment strategies, and informing infection prevention and control practices. However, publicly available, streamlined, and reproducible pipelines for analyzing Nanopore metagenomic sequencing data are still lacking. Here we introduce NanoSPC, a scalable, portable and cloud compatible pipeline for analyzing Nanopore sequencing data. NanoSPC can identify potentially pathogenic viruses and bacteria simultaneously to provide comprehensive characterization of individual samples. The pipeline can also detect single nucleotide variants and assemble high quality complete consensus genome sequences, permitting high-resolution inference of transmission. We implement NanoSPC using Nextflow manager within Docker images to allow reproducibility and portability of the analysis. Moreover, we deploy NanoSPC to our scalable pathogen pipeline platform, enabling elastic computing for high throughput Nanopore data on HPC cluster as well as multiple cloud platforms, such as Google Cloud, Amazon Elastic Computing Cloud, Microsoft Azure and OpenStack. Users could either access our web interface (https://nanospc.mmmoxford.uk) to run cloud-based analysis, monitor process, and visualize results, as well as download Docker images and run command line to analyse data locally.
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spelling pubmed-73195732020-07-01 NanoSPC: a scalable, portable, cloud compatible viral nanopore metagenomic data processing pipeline Xu, Yifei Yang-Turner, Fan Volk, Denis Crook, Derrick Nucleic Acids Res Web Server Issue Metagenomic sequencing combined with Oxford Nanopore Technology has the potential to become a point-of-care test for infectious disease in public health and clinical settings, providing rapid diagnosis of infection, guiding individual patient management and treatment strategies, and informing infection prevention and control practices. However, publicly available, streamlined, and reproducible pipelines for analyzing Nanopore metagenomic sequencing data are still lacking. Here we introduce NanoSPC, a scalable, portable and cloud compatible pipeline for analyzing Nanopore sequencing data. NanoSPC can identify potentially pathogenic viruses and bacteria simultaneously to provide comprehensive characterization of individual samples. The pipeline can also detect single nucleotide variants and assemble high quality complete consensus genome sequences, permitting high-resolution inference of transmission. We implement NanoSPC using Nextflow manager within Docker images to allow reproducibility and portability of the analysis. Moreover, we deploy NanoSPC to our scalable pathogen pipeline platform, enabling elastic computing for high throughput Nanopore data on HPC cluster as well as multiple cloud platforms, such as Google Cloud, Amazon Elastic Computing Cloud, Microsoft Azure and OpenStack. Users could either access our web interface (https://nanospc.mmmoxford.uk) to run cloud-based analysis, monitor process, and visualize results, as well as download Docker images and run command line to analyse data locally. Oxford University Press 2020-07-02 2020-05-22 /pmc/articles/PMC7319573/ /pubmed/32442274 http://dx.doi.org/10.1093/nar/gkaa413 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Web Server Issue
Xu, Yifei
Yang-Turner, Fan
Volk, Denis
Crook, Derrick
NanoSPC: a scalable, portable, cloud compatible viral nanopore metagenomic data processing pipeline
title NanoSPC: a scalable, portable, cloud compatible viral nanopore metagenomic data processing pipeline
title_full NanoSPC: a scalable, portable, cloud compatible viral nanopore metagenomic data processing pipeline
title_fullStr NanoSPC: a scalable, portable, cloud compatible viral nanopore metagenomic data processing pipeline
title_full_unstemmed NanoSPC: a scalable, portable, cloud compatible viral nanopore metagenomic data processing pipeline
title_short NanoSPC: a scalable, portable, cloud compatible viral nanopore metagenomic data processing pipeline
title_sort nanospc: a scalable, portable, cloud compatible viral nanopore metagenomic data processing pipeline
topic Web Server Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7319573/
https://www.ncbi.nlm.nih.gov/pubmed/32442274
http://dx.doi.org/10.1093/nar/gkaa413
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