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Single-virion sequencing of lamivudine-treated HBV populations reveal population evolution dynamics and demographic history
BACKGROUND: Viral populations are complex, dynamic, and fast evolving. The evolution of groups of closely related viruses in a competitive environment is termed quasispecies. To fully understand the role that quasispecies play in viral evolution, characterizing the trajectories of viral genotypes in...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5660452/ https://www.ncbi.nlm.nih.gov/pubmed/29078745 http://dx.doi.org/10.1186/s12864-017-4217-1 |
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author | Zhu, Yuan O. Aw, Pauline P. K. de Sessions, Paola Florez Hong, Shuzhen See, Lee Xian Hong, Lewis Z. Wilm, Andreas Li, Chen Hao Hue, Stephane Lim, Seng Gee Nagarajan, Niranjan Burkholder, William F. Hibberd, Martin |
author_facet | Zhu, Yuan O. Aw, Pauline P. K. de Sessions, Paola Florez Hong, Shuzhen See, Lee Xian Hong, Lewis Z. Wilm, Andreas Li, Chen Hao Hue, Stephane Lim, Seng Gee Nagarajan, Niranjan Burkholder, William F. Hibberd, Martin |
author_sort | Zhu, Yuan O. |
collection | PubMed |
description | BACKGROUND: Viral populations are complex, dynamic, and fast evolving. The evolution of groups of closely related viruses in a competitive environment is termed quasispecies. To fully understand the role that quasispecies play in viral evolution, characterizing the trajectories of viral genotypes in an evolving population is the key. In particular, long-range haplotype information for thousands of individual viruses is critical; yet generating this information is non-trivial. Popular deep sequencing methods generate relatively short reads that do not preserve linkage information, while third generation sequencing methods have higher error rates that make detection of low frequency mutations a bioinformatics challenge. Here we applied BAsE-Seq, an Illumina-based single-virion sequencing technology, to eight samples from four chronic hepatitis B (CHB) patients – once before antiviral treatment and once after viral rebound due to resistance. RESULTS: With single-virion sequencing, we obtained 248–8796 single-virion sequences per sample, which allowed us to find evidence for both hard and soft selective sweeps. We were able to reconstruct population demographic history that was independently verified by clinically collected data. We further verified four of the samples independently through PacBio SMRT and Illumina Pooled deep sequencing. CONCLUSIONS: Overall, we showed that single-virion sequencing yields insight into viral evolution and population dynamics in an efficient and high throughput manner. We believe that single-virion sequencing is widely applicable to the study of viral evolution in the context of drug resistance and host adaptation, allows differentiation between soft or hard selective sweeps, and may be useful in the reconstruction of intra-host viral population demographic history. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-017-4217-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5660452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-56604522017-10-31 Single-virion sequencing of lamivudine-treated HBV populations reveal population evolution dynamics and demographic history Zhu, Yuan O. Aw, Pauline P. K. de Sessions, Paola Florez Hong, Shuzhen See, Lee Xian Hong, Lewis Z. Wilm, Andreas Li, Chen Hao Hue, Stephane Lim, Seng Gee Nagarajan, Niranjan Burkholder, William F. Hibberd, Martin BMC Genomics Research Article BACKGROUND: Viral populations are complex, dynamic, and fast evolving. The evolution of groups of closely related viruses in a competitive environment is termed quasispecies. To fully understand the role that quasispecies play in viral evolution, characterizing the trajectories of viral genotypes in an evolving population is the key. In particular, long-range haplotype information for thousands of individual viruses is critical; yet generating this information is non-trivial. Popular deep sequencing methods generate relatively short reads that do not preserve linkage information, while third generation sequencing methods have higher error rates that make detection of low frequency mutations a bioinformatics challenge. Here we applied BAsE-Seq, an Illumina-based single-virion sequencing technology, to eight samples from four chronic hepatitis B (CHB) patients – once before antiviral treatment and once after viral rebound due to resistance. RESULTS: With single-virion sequencing, we obtained 248–8796 single-virion sequences per sample, which allowed us to find evidence for both hard and soft selective sweeps. We were able to reconstruct population demographic history that was independently verified by clinically collected data. We further verified four of the samples independently through PacBio SMRT and Illumina Pooled deep sequencing. CONCLUSIONS: Overall, we showed that single-virion sequencing yields insight into viral evolution and population dynamics in an efficient and high throughput manner. We believe that single-virion sequencing is widely applicable to the study of viral evolution in the context of drug resistance and host adaptation, allows differentiation between soft or hard selective sweeps, and may be useful in the reconstruction of intra-host viral population demographic history. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-017-4217-1) contains supplementary material, which is available to authorized users. BioMed Central 2017-10-27 /pmc/articles/PMC5660452/ /pubmed/29078745 http://dx.doi.org/10.1186/s12864-017-4217-1 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Zhu, Yuan O. Aw, Pauline P. K. de Sessions, Paola Florez Hong, Shuzhen See, Lee Xian Hong, Lewis Z. Wilm, Andreas Li, Chen Hao Hue, Stephane Lim, Seng Gee Nagarajan, Niranjan Burkholder, William F. Hibberd, Martin Single-virion sequencing of lamivudine-treated HBV populations reveal population evolution dynamics and demographic history |
title | Single-virion sequencing of lamivudine-treated HBV populations reveal population evolution dynamics and demographic history |
title_full | Single-virion sequencing of lamivudine-treated HBV populations reveal population evolution dynamics and demographic history |
title_fullStr | Single-virion sequencing of lamivudine-treated HBV populations reveal population evolution dynamics and demographic history |
title_full_unstemmed | Single-virion sequencing of lamivudine-treated HBV populations reveal population evolution dynamics and demographic history |
title_short | Single-virion sequencing of lamivudine-treated HBV populations reveal population evolution dynamics and demographic history |
title_sort | single-virion sequencing of lamivudine-treated hbv populations reveal population evolution dynamics and demographic history |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5660452/ https://www.ncbi.nlm.nih.gov/pubmed/29078745 http://dx.doi.org/10.1186/s12864-017-4217-1 |
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