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Sequencing artifacts derived from a library preparation method using enzymatic fragmentation
DNA fragmentation is a fundamental step during library preparation in hybridization capture-based, short-read sequencing. Ultra-sonication has been used thus far to prepare DNA of an appropriate size, but this method is associated with a considerable loss of DNA sample. More recently, studies have e...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6941819/ https://www.ncbi.nlm.nih.gov/pubmed/31899787 http://dx.doi.org/10.1371/journal.pone.0227427 |
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author | Tanaka, Norio Takahara, Akihisa Hagio, Taichi Nishiko, Rika Kanayama, Junko Gotoh, Osamu Mori, Seiichi |
author_facet | Tanaka, Norio Takahara, Akihisa Hagio, Taichi Nishiko, Rika Kanayama, Junko Gotoh, Osamu Mori, Seiichi |
author_sort | Tanaka, Norio |
collection | PubMed |
description | DNA fragmentation is a fundamental step during library preparation in hybridization capture-based, short-read sequencing. Ultra-sonication has been used thus far to prepare DNA of an appropriate size, but this method is associated with a considerable loss of DNA sample. More recently, studies have employed library preparation methods that rely on enzymatic fragmentation with DNA endonucleases to minimize DNA loss, particularly in nano-quantity samples. Yet, despite their wide use, the effect of enzymatic fragmentation on the resultant sequences has not been carefully assessed. Here, we used pairwise comparisons of somatic variants of the same tumor DNA samples prepared using ultrasonic and enzymatic fragmentation methods. Our analysis revealed a substantially larger number of recurrent artifactual SNVs/indels in endonuclease-treated libraries as compared with those created through ultrasonication. These artifacts were marked by palindromic structure in the genomic context, positional bias in sequenced reads, and multi-nucleotide substitutions. Taking advantage of these distinctive features, we developed a filtering algorithm to distinguish genuine somatic mutations from artifactual noise with high specificity and sensitivity. Noise cancelling recovered the composition of the mutational signatures in the tumor samples. Thus, we provide an informatics algorithm as a solution to the sequencing errors produced as a consequence of endonuclease-mediated fragmentation, highlighted for the first time in this study. |
format | Online Article Text |
id | pubmed-6941819 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69418192020-01-10 Sequencing artifacts derived from a library preparation method using enzymatic fragmentation Tanaka, Norio Takahara, Akihisa Hagio, Taichi Nishiko, Rika Kanayama, Junko Gotoh, Osamu Mori, Seiichi PLoS One Research Article DNA fragmentation is a fundamental step during library preparation in hybridization capture-based, short-read sequencing. Ultra-sonication has been used thus far to prepare DNA of an appropriate size, but this method is associated with a considerable loss of DNA sample. More recently, studies have employed library preparation methods that rely on enzymatic fragmentation with DNA endonucleases to minimize DNA loss, particularly in nano-quantity samples. Yet, despite their wide use, the effect of enzymatic fragmentation on the resultant sequences has not been carefully assessed. Here, we used pairwise comparisons of somatic variants of the same tumor DNA samples prepared using ultrasonic and enzymatic fragmentation methods. Our analysis revealed a substantially larger number of recurrent artifactual SNVs/indels in endonuclease-treated libraries as compared with those created through ultrasonication. These artifacts were marked by palindromic structure in the genomic context, positional bias in sequenced reads, and multi-nucleotide substitutions. Taking advantage of these distinctive features, we developed a filtering algorithm to distinguish genuine somatic mutations from artifactual noise with high specificity and sensitivity. Noise cancelling recovered the composition of the mutational signatures in the tumor samples. Thus, we provide an informatics algorithm as a solution to the sequencing errors produced as a consequence of endonuclease-mediated fragmentation, highlighted for the first time in this study. Public Library of Science 2020-01-03 /pmc/articles/PMC6941819/ /pubmed/31899787 http://dx.doi.org/10.1371/journal.pone.0227427 Text en © 2020 Tanaka 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Tanaka, Norio Takahara, Akihisa Hagio, Taichi Nishiko, Rika Kanayama, Junko Gotoh, Osamu Mori, Seiichi Sequencing artifacts derived from a library preparation method using enzymatic fragmentation |
title | Sequencing artifacts derived from a library preparation method using enzymatic fragmentation |
title_full | Sequencing artifacts derived from a library preparation method using enzymatic fragmentation |
title_fullStr | Sequencing artifacts derived from a library preparation method using enzymatic fragmentation |
title_full_unstemmed | Sequencing artifacts derived from a library preparation method using enzymatic fragmentation |
title_short | Sequencing artifacts derived from a library preparation method using enzymatic fragmentation |
title_sort | sequencing artifacts derived from a library preparation method using enzymatic fragmentation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6941819/ https://www.ncbi.nlm.nih.gov/pubmed/31899787 http://dx.doi.org/10.1371/journal.pone.0227427 |
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