ZWA: Viral genome assembly and characterization hindrances from virus-host chimeric reads; a refining approach.

Viral metagenomics, also known as virome studies, have yielded an unprecedented number of novel sequences, essential in recognizing and characterizing the etiological agent and the origin of emerging infectious diseases. Several tools and pipelines have been developed, to date, for the identificatio...

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Autores principales: Nikolas Dovrolis, Katerina Kassela, Konstantinos Konstantinidis, Adamantia Kouvela, Stavroula Veletza, Ioannis Karakasiliotis
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Publicado: Public Library of Science (PLoS) 2021
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Acceso en línea:https://doaj.org/article/3a30a4f407604e0593af330a1fc53b10
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spelling oai:doaj.org-article:3a30a4f407604e0593af330a1fc53b102021-12-02T19:58:07ZZWA: Viral genome assembly and characterization hindrances from virus-host chimeric reads; a refining approach.1553-734X1553-735810.1371/journal.pcbi.1009304https://doaj.org/article/3a30a4f407604e0593af330a1fc53b102021-08-01T00:00:00Zhttps://doi.org/10.1371/journal.pcbi.1009304https://doaj.org/toc/1553-734Xhttps://doaj.org/toc/1553-7358Viral metagenomics, also known as virome studies, have yielded an unprecedented number of novel sequences, essential in recognizing and characterizing the etiological agent and the origin of emerging infectious diseases. Several tools and pipelines have been developed, to date, for the identification and assembly of viral genomes. Assembly pipelines often result in viral genomes contaminated with host genetic material, some of which are currently deposited into public databases. In the current report, we present a group of deposited sequences that encompass ribosomal RNA (rRNA) contamination. We highlight the detrimental role of chimeric next generation sequencing reads, between host rRNA sequences and viral sequences, in virus genome assembly and we present the hindrances these reads may pose to current methodologies. We have further developed a refining pipeline, the Zero Waste Algorithm (ZWA) that assists in the assembly of low abundance viral genomes. ZWA performs context-depended trimming of chimeric reads, precisely removing their rRNA moiety. These, otherwise discarded, reads were fed to the assembly pipeline and assisted in the construction of larger and cleaner contigs making a substantial impact on current assembly methodologies. ZWA pipeline may significantly enhance virus genome assembly from low abundance samples and virus metagenomics approaches in which a small number of reads determine genome quality and integrity.Nikolas DovrolisKaterina KasselaKonstantinos KonstantinidisAdamantia KouvelaStavroula VeletzaIoannis KarakasiliotisPublic Library of Science (PLoS)articleBiology (General)QH301-705.5ENPLoS Computational Biology, Vol 17, Iss 8, p e1009304 (2021)
institution DOAJ
collection DOAJ
language EN
topic Biology (General)
QH301-705.5
spellingShingle Biology (General)
QH301-705.5
Nikolas Dovrolis
Katerina Kassela
Konstantinos Konstantinidis
Adamantia Kouvela
Stavroula Veletza
Ioannis Karakasiliotis
ZWA: Viral genome assembly and characterization hindrances from virus-host chimeric reads; a refining approach.
description Viral metagenomics, also known as virome studies, have yielded an unprecedented number of novel sequences, essential in recognizing and characterizing the etiological agent and the origin of emerging infectious diseases. Several tools and pipelines have been developed, to date, for the identification and assembly of viral genomes. Assembly pipelines often result in viral genomes contaminated with host genetic material, some of which are currently deposited into public databases. In the current report, we present a group of deposited sequences that encompass ribosomal RNA (rRNA) contamination. We highlight the detrimental role of chimeric next generation sequencing reads, between host rRNA sequences and viral sequences, in virus genome assembly and we present the hindrances these reads may pose to current methodologies. We have further developed a refining pipeline, the Zero Waste Algorithm (ZWA) that assists in the assembly of low abundance viral genomes. ZWA performs context-depended trimming of chimeric reads, precisely removing their rRNA moiety. These, otherwise discarded, reads were fed to the assembly pipeline and assisted in the construction of larger and cleaner contigs making a substantial impact on current assembly methodologies. ZWA pipeline may significantly enhance virus genome assembly from low abundance samples and virus metagenomics approaches in which a small number of reads determine genome quality and integrity.
format article
author Nikolas Dovrolis
Katerina Kassela
Konstantinos Konstantinidis
Adamantia Kouvela
Stavroula Veletza
Ioannis Karakasiliotis
author_facet Nikolas Dovrolis
Katerina Kassela
Konstantinos Konstantinidis
Adamantia Kouvela
Stavroula Veletza
Ioannis Karakasiliotis
author_sort Nikolas Dovrolis
title ZWA: Viral genome assembly and characterization hindrances from virus-host chimeric reads; a refining approach.
title_short ZWA: Viral genome assembly and characterization hindrances from virus-host chimeric reads; a refining approach.
title_full ZWA: Viral genome assembly and characterization hindrances from virus-host chimeric reads; a refining approach.
title_fullStr ZWA: Viral genome assembly and characterization hindrances from virus-host chimeric reads; a refining approach.
title_full_unstemmed ZWA: Viral genome assembly and characterization hindrances from virus-host chimeric reads; a refining approach.
title_sort zwa: viral genome assembly and characterization hindrances from virus-host chimeric reads; a refining approach.
publisher Public Library of Science (PLoS)
publishDate 2021
url https://doaj.org/article/3a30a4f407604e0593af330a1fc53b10
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