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Efficient compression of SARS-CoV-2 genome data using Nucleotide Archival Format

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) genome data are essential for epidemiology, vaccine development, and tracking emerging variants. Millions of SARS-CoV-2 genomes have been sequenced during the pandemic. However, downloading SARS-CoV-2 genomes from databases is slow and unr...

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Detalles Bibliográficos
Autores principales: Kryukov, Kirill, Jin, Lihua, Nakagawa, So
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9259476/
https://www.ncbi.nlm.nih.gov/pubmed/35818472
http://dx.doi.org/10.1016/j.patter.2022.100562
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author Kryukov, Kirill
Jin, Lihua
Nakagawa, So
author_facet Kryukov, Kirill
Jin, Lihua
Nakagawa, So
author_sort Kryukov, Kirill
collection PubMed
description Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) genome data are essential for epidemiology, vaccine development, and tracking emerging variants. Millions of SARS-CoV-2 genomes have been sequenced during the pandemic. However, downloading SARS-CoV-2 genomes from databases is slow and unreliable, largely due to suboptimal choice of compression method. We evaluated the available compressors and found that Nucleotide Archival Format (NAF) would provide a drastic improvement compared with current methods. For Global Initiative on Sharing Avian Flu Data’s (GISAID) pre-compressed datasets, NAF would increase efficiency 52.2 times for gzip-compressed data and 3.7 times for xz-compressed data. For DNA DataBank of Japan (DDBJ), NAF would improve throughput 40 times for gzip-compressed data. For GenBank and European Nucleotide Archive (ENA), NAF would accelerate data distribution by a factor of 29.3 times compared with uncompressed FASTA. This article provides a tutorial for installing and using NAF. Offering a NAF download option in sequence databases would provide a significant saving of time, bandwidth, and disk space and accelerate biological and medical research worldwide.
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spelling pubmed-92594762022-07-07 Efficient compression of SARS-CoV-2 genome data using Nucleotide Archival Format Kryukov, Kirill Jin, Lihua Nakagawa, So Patterns (N Y) Tutorial Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) genome data are essential for epidemiology, vaccine development, and tracking emerging variants. Millions of SARS-CoV-2 genomes have been sequenced during the pandemic. However, downloading SARS-CoV-2 genomes from databases is slow and unreliable, largely due to suboptimal choice of compression method. We evaluated the available compressors and found that Nucleotide Archival Format (NAF) would provide a drastic improvement compared with current methods. For Global Initiative on Sharing Avian Flu Data’s (GISAID) pre-compressed datasets, NAF would increase efficiency 52.2 times for gzip-compressed data and 3.7 times for xz-compressed data. For DNA DataBank of Japan (DDBJ), NAF would improve throughput 40 times for gzip-compressed data. For GenBank and European Nucleotide Archive (ENA), NAF would accelerate data distribution by a factor of 29.3 times compared with uncompressed FASTA. This article provides a tutorial for installing and using NAF. Offering a NAF download option in sequence databases would provide a significant saving of time, bandwidth, and disk space and accelerate biological and medical research worldwide. Elsevier 2022-07-07 /pmc/articles/PMC9259476/ /pubmed/35818472 http://dx.doi.org/10.1016/j.patter.2022.100562 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Tutorial
Kryukov, Kirill
Jin, Lihua
Nakagawa, So
Efficient compression of SARS-CoV-2 genome data using Nucleotide Archival Format
title Efficient compression of SARS-CoV-2 genome data using Nucleotide Archival Format
title_full Efficient compression of SARS-CoV-2 genome data using Nucleotide Archival Format
title_fullStr Efficient compression of SARS-CoV-2 genome data using Nucleotide Archival Format
title_full_unstemmed Efficient compression of SARS-CoV-2 genome data using Nucleotide Archival Format
title_short Efficient compression of SARS-CoV-2 genome data using Nucleotide Archival Format
title_sort efficient compression of sars-cov-2 genome data using nucleotide archival format
topic Tutorial
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9259476/
https://www.ncbi.nlm.nih.gov/pubmed/35818472
http://dx.doi.org/10.1016/j.patter.2022.100562
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