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Long fragments achieve lower base quality in Illumina paired-end sequencing
Illumina’s technology provides high quality reads of DNA fragments with error rates below 1/1000 per base. Sequencing runs typically generate millions of reads in which the vast majority of the reads has an average error rate below 1/1000. However, some paired-end sequencing data show the presence o...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6393434/ https://www.ncbi.nlm.nih.gov/pubmed/30814542 http://dx.doi.org/10.1038/s41598-019-39076-7 |
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author | Tan, Ge Opitz, Lennart Schlapbach, Ralph Rehrauer, Hubert |
author_facet | Tan, Ge Opitz, Lennart Schlapbach, Ralph Rehrauer, Hubert |
author_sort | Tan, Ge |
collection | PubMed |
description | Illumina’s technology provides high quality reads of DNA fragments with error rates below 1/1000 per base. Sequencing runs typically generate millions of reads in which the vast majority of the reads has an average error rate below 1/1000. However, some paired-end sequencing data show the presence of a subpopulation of reads where the second read (R2) has lower average qualities. We show that the fragment length is a major driver of increased error rates in the R2 reads. Fragments above 500 nt tend to yield lower base qualities and higher error rates than shorter fragments. We use publicly available Illumina data to demonstrate that the fragment length dependency of the R2 read qualities exists in various library protocols, in different labs and using different sequencer models. Our finding extends the understanding of the Illumina read quality and has implications on error models for Illumina reads. It also sheds a light on the importance of controlling the fragment size during library preparation. |
format | Online Article Text |
id | pubmed-6393434 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-63934342019-03-01 Long fragments achieve lower base quality in Illumina paired-end sequencing Tan, Ge Opitz, Lennart Schlapbach, Ralph Rehrauer, Hubert Sci Rep Article Illumina’s technology provides high quality reads of DNA fragments with error rates below 1/1000 per base. Sequencing runs typically generate millions of reads in which the vast majority of the reads has an average error rate below 1/1000. However, some paired-end sequencing data show the presence of a subpopulation of reads where the second read (R2) has lower average qualities. We show that the fragment length is a major driver of increased error rates in the R2 reads. Fragments above 500 nt tend to yield lower base qualities and higher error rates than shorter fragments. We use publicly available Illumina data to demonstrate that the fragment length dependency of the R2 read qualities exists in various library protocols, in different labs and using different sequencer models. Our finding extends the understanding of the Illumina read quality and has implications on error models for Illumina reads. It also sheds a light on the importance of controlling the fragment size during library preparation. Nature Publishing Group UK 2019-02-27 /pmc/articles/PMC6393434/ /pubmed/30814542 http://dx.doi.org/10.1038/s41598-019-39076-7 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Tan, Ge Opitz, Lennart Schlapbach, Ralph Rehrauer, Hubert Long fragments achieve lower base quality in Illumina paired-end sequencing |
title | Long fragments achieve lower base quality in Illumina paired-end sequencing |
title_full | Long fragments achieve lower base quality in Illumina paired-end sequencing |
title_fullStr | Long fragments achieve lower base quality in Illumina paired-end sequencing |
title_full_unstemmed | Long fragments achieve lower base quality in Illumina paired-end sequencing |
title_short | Long fragments achieve lower base quality in Illumina paired-end sequencing |
title_sort | long fragments achieve lower base quality in illumina paired-end sequencing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6393434/ https://www.ncbi.nlm.nih.gov/pubmed/30814542 http://dx.doi.org/10.1038/s41598-019-39076-7 |
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