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Read length versus Depth of Coverage for Viral Quasispecies Reconstruction

Recent advancements of sequencing technology have opened up unprecedented opportunities in many application areas. Virus samples can now be sequenced efficiently with very deep coverage to infer the genetic diversity of the underlying virus populations. Several sequencing platforms with different un...

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Autores principales: Zagordi, Osvaldo, Däumer, Martin, Beisel, Christian, Beerenwinkel, Niko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3463535/
https://www.ncbi.nlm.nih.gov/pubmed/23056573
http://dx.doi.org/10.1371/journal.pone.0047046
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author Zagordi, Osvaldo
Däumer, Martin
Beisel, Christian
Beerenwinkel, Niko
author_facet Zagordi, Osvaldo
Däumer, Martin
Beisel, Christian
Beerenwinkel, Niko
author_sort Zagordi, Osvaldo
collection PubMed
description Recent advancements of sequencing technology have opened up unprecedented opportunities in many application areas. Virus samples can now be sequenced efficiently with very deep coverage to infer the genetic diversity of the underlying virus populations. Several sequencing platforms with different underlying technologies and performance characteristics are available for viral diversity studies. Here, we investigate how the differences between two common platforms provided by 454/Roche and Illumina affect viral diversity estimation and the reconstruction of viral haplotypes. Using a mixture of ten HIV clones sequenced with both platforms and additional simulation experiments, we assessed the trade-off between sequencing coverage, read length, and error rate. For fixed costs, short Illumina reads can be generated at higher coverage and allow for detecting variants at lower frequencies. They can also be sufficient to assess the diversity of the sample if sequences are dissimilar enough, but, in general, assembly of full-length haplotypes is feasible only with the longer 454/Roche reads. The quantitative comparison highlights the advantages and disadvantages of both platforms and provides guidance for the design of viral diversity studies.
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spelling pubmed-34635352012-10-09 Read length versus Depth of Coverage for Viral Quasispecies Reconstruction Zagordi, Osvaldo Däumer, Martin Beisel, Christian Beerenwinkel, Niko PLoS One Research Article Recent advancements of sequencing technology have opened up unprecedented opportunities in many application areas. Virus samples can now be sequenced efficiently with very deep coverage to infer the genetic diversity of the underlying virus populations. Several sequencing platforms with different underlying technologies and performance characteristics are available for viral diversity studies. Here, we investigate how the differences between two common platforms provided by 454/Roche and Illumina affect viral diversity estimation and the reconstruction of viral haplotypes. Using a mixture of ten HIV clones sequenced with both platforms and additional simulation experiments, we assessed the trade-off between sequencing coverage, read length, and error rate. For fixed costs, short Illumina reads can be generated at higher coverage and allow for detecting variants at lower frequencies. They can also be sufficient to assess the diversity of the sample if sequences are dissimilar enough, but, in general, assembly of full-length haplotypes is feasible only with the longer 454/Roche reads. The quantitative comparison highlights the advantages and disadvantages of both platforms and provides guidance for the design of viral diversity studies. Public Library of Science 2012-10-03 /pmc/articles/PMC3463535/ /pubmed/23056573 http://dx.doi.org/10.1371/journal.pone.0047046 Text en © 2012 Zagordi et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Zagordi, Osvaldo
Däumer, Martin
Beisel, Christian
Beerenwinkel, Niko
Read length versus Depth of Coverage for Viral Quasispecies Reconstruction
title Read length versus Depth of Coverage for Viral Quasispecies Reconstruction
title_full Read length versus Depth of Coverage for Viral Quasispecies Reconstruction
title_fullStr Read length versus Depth of Coverage for Viral Quasispecies Reconstruction
title_full_unstemmed Read length versus Depth of Coverage for Viral Quasispecies Reconstruction
title_short Read length versus Depth of Coverage for Viral Quasispecies Reconstruction
title_sort read length versus depth of coverage for viral quasispecies reconstruction
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3463535/
https://www.ncbi.nlm.nih.gov/pubmed/23056573
http://dx.doi.org/10.1371/journal.pone.0047046
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