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Aligning to the sample-specific reference sequence to optimize the accuracy of next-generation sequencing analysis for hepatitis B virus
BACKGROUND: Hepatitis B virus (HBV) quasispecies are crucial in the pathogenesis of chronic liver disease. Next-generation sequencing (NGS) is powerful for identifying viral quasispecies. To improve mapping quality and single nucleotide variant (SNV) calling accuracy in the NGS analysis of HBV, we c...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer India
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4722079/ https://www.ncbi.nlm.nih.gov/pubmed/26208819 http://dx.doi.org/10.1007/s12072-015-9645-x |
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author | Liu, Wen-Chun Lin, Chih-Peng Cheng, Chun-Pei Ho, Cheng-Hsun Lan, Kuo-Lun Cheng, Ji-Hong Yen, Chia-Jui Cheng, Pin-Nan Wu, I-Chin Li, I-Chen Chang, Bill Chia-Han Tseng, Vincent S. Chiu, Yen-Cheng Chang, Ting-Tsung |
author_facet | Liu, Wen-Chun Lin, Chih-Peng Cheng, Chun-Pei Ho, Cheng-Hsun Lan, Kuo-Lun Cheng, Ji-Hong Yen, Chia-Jui Cheng, Pin-Nan Wu, I-Chin Li, I-Chen Chang, Bill Chia-Han Tseng, Vincent S. Chiu, Yen-Cheng Chang, Ting-Tsung |
author_sort | Liu, Wen-Chun |
collection | PubMed |
description | BACKGROUND: Hepatitis B virus (HBV) quasispecies are crucial in the pathogenesis of chronic liver disease. Next-generation sequencing (NGS) is powerful for identifying viral quasispecies. To improve mapping quality and single nucleotide variant (SNV) calling accuracy in the NGS analysis of HBV, we compared different mapping references, including the sample-specific reference sequence, same genotype sequences and different genotype sequences, according to the sample. METHODS: Real Illumina HBV datasets from 86 patients, and simulated datasets from 158 HBV strains in the GenBank database, were used to assess mapping quality. SNV calling accuracy was evaluated using different mapping references to align Real Illumina datasets from a single HBV clone. RESULTS: Using the sample-specific reference sequence as a mapping reference produced the largest number of mappable reads and coverages. With a different genotype mapping reference, the consensus sequence derived from the Real Illumina datasets of the single HBV clone showed 21 false SNV callings in polymerase and surface genes, the regions most divergent between the mapping reference and this HBV clone. A ~6 % coverage of most of these false SNVs was yielded even with a same genotype mapping reference, but none with the sample-specific reference sequence. CONCLUSIONS: Using sample-specific reference sequences as a mapping reference in NGS analysis optimized mapping quality and the SNV calling accuracy for HBV quasispecies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s12072-015-9645-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4722079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer India |
record_format | MEDLINE/PubMed |
spelling | pubmed-47220792016-02-01 Aligning to the sample-specific reference sequence to optimize the accuracy of next-generation sequencing analysis for hepatitis B virus Liu, Wen-Chun Lin, Chih-Peng Cheng, Chun-Pei Ho, Cheng-Hsun Lan, Kuo-Lun Cheng, Ji-Hong Yen, Chia-Jui Cheng, Pin-Nan Wu, I-Chin Li, I-Chen Chang, Bill Chia-Han Tseng, Vincent S. Chiu, Yen-Cheng Chang, Ting-Tsung Hepatol Int Original Article BACKGROUND: Hepatitis B virus (HBV) quasispecies are crucial in the pathogenesis of chronic liver disease. Next-generation sequencing (NGS) is powerful for identifying viral quasispecies. To improve mapping quality and single nucleotide variant (SNV) calling accuracy in the NGS analysis of HBV, we compared different mapping references, including the sample-specific reference sequence, same genotype sequences and different genotype sequences, according to the sample. METHODS: Real Illumina HBV datasets from 86 patients, and simulated datasets from 158 HBV strains in the GenBank database, were used to assess mapping quality. SNV calling accuracy was evaluated using different mapping references to align Real Illumina datasets from a single HBV clone. RESULTS: Using the sample-specific reference sequence as a mapping reference produced the largest number of mappable reads and coverages. With a different genotype mapping reference, the consensus sequence derived from the Real Illumina datasets of the single HBV clone showed 21 false SNV callings in polymerase and surface genes, the regions most divergent between the mapping reference and this HBV clone. A ~6 % coverage of most of these false SNVs was yielded even with a same genotype mapping reference, but none with the sample-specific reference sequence. CONCLUSIONS: Using sample-specific reference sequences as a mapping reference in NGS analysis optimized mapping quality and the SNV calling accuracy for HBV quasispecies. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s12072-015-9645-x) contains supplementary material, which is available to authorized users. Springer India 2015-07-25 /pmc/articles/PMC4722079/ /pubmed/26208819 http://dx.doi.org/10.1007/s12072-015-9645-x Text en © The Author(s) 2015 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. |
spellingShingle | Original Article Liu, Wen-Chun Lin, Chih-Peng Cheng, Chun-Pei Ho, Cheng-Hsun Lan, Kuo-Lun Cheng, Ji-Hong Yen, Chia-Jui Cheng, Pin-Nan Wu, I-Chin Li, I-Chen Chang, Bill Chia-Han Tseng, Vincent S. Chiu, Yen-Cheng Chang, Ting-Tsung Aligning to the sample-specific reference sequence to optimize the accuracy of next-generation sequencing analysis for hepatitis B virus |
title | Aligning to the sample-specific reference sequence to optimize the accuracy of next-generation sequencing analysis for hepatitis B virus |
title_full | Aligning to the sample-specific reference sequence to optimize the accuracy of next-generation sequencing analysis for hepatitis B virus |
title_fullStr | Aligning to the sample-specific reference sequence to optimize the accuracy of next-generation sequencing analysis for hepatitis B virus |
title_full_unstemmed | Aligning to the sample-specific reference sequence to optimize the accuracy of next-generation sequencing analysis for hepatitis B virus |
title_short | Aligning to the sample-specific reference sequence to optimize the accuracy of next-generation sequencing analysis for hepatitis B virus |
title_sort | aligning to the sample-specific reference sequence to optimize the accuracy of next-generation sequencing analysis for hepatitis b virus |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4722079/ https://www.ncbi.nlm.nih.gov/pubmed/26208819 http://dx.doi.org/10.1007/s12072-015-9645-x |
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