Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1782245301425274880 |
---|---|
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. |
format | Online Article Text |
id | pubmed-3463535 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zagordiosvaldo readlengthversusdepthofcoverageforviralquasispeciesreconstruction AT daumermartin readlengthversusdepthofcoverageforviralquasispeciesreconstruction AT beiselchristian readlengthversusdepthofcoverageforviralquasispeciesreconstruction AT beerenwinkelniko readlengthversusdepthofcoverageforviralquasispeciesreconstruction |