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Discovery and characterization of artifactual mutations in deep coverage targeted capture sequencing data due to oxidative DNA damage during sample preparation

As researchers begin probing deep coverage sequencing data for increasingly rare mutations and subclonal events, the fidelity of next generation sequencing (NGS) laboratory methods will become increasingly critical. Although error rates for sequencing and polymerase chain reaction (PCR) are well doc...

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Autores principales: Costello, Maura, Pugh, Trevor J., Fennell, Timothy J., Stewart, Chip, Lichtenstein, Lee, Meldrim, James C., Fostel, Jennifer L., Friedrich, Dennis C., Perrin, Danielle, Dionne, Danielle, Kim, Sharon, Gabriel, Stacey B., Lander, Eric S., Fisher, Sheila, Getz, Gad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3616734/
https://www.ncbi.nlm.nih.gov/pubmed/23303777
http://dx.doi.org/10.1093/nar/gks1443
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author Costello, Maura
Pugh, Trevor J.
Fennell, Timothy J.
Stewart, Chip
Lichtenstein, Lee
Meldrim, James C.
Fostel, Jennifer L.
Friedrich, Dennis C.
Perrin, Danielle
Dionne, Danielle
Kim, Sharon
Gabriel, Stacey B.
Lander, Eric S.
Fisher, Sheila
Getz, Gad
author_facet Costello, Maura
Pugh, Trevor J.
Fennell, Timothy J.
Stewart, Chip
Lichtenstein, Lee
Meldrim, James C.
Fostel, Jennifer L.
Friedrich, Dennis C.
Perrin, Danielle
Dionne, Danielle
Kim, Sharon
Gabriel, Stacey B.
Lander, Eric S.
Fisher, Sheila
Getz, Gad
author_sort Costello, Maura
collection PubMed
description As researchers begin probing deep coverage sequencing data for increasingly rare mutations and subclonal events, the fidelity of next generation sequencing (NGS) laboratory methods will become increasingly critical. Although error rates for sequencing and polymerase chain reaction (PCR) are well documented, the effects that DNA extraction and other library preparation steps could have on downstream sequence integrity have not been thoroughly evaluated. Here, we describe the discovery of novel C > A/G > T transversion artifacts found at low allelic fractions in targeted capture data. Characteristics such as sequencer read orientation and presence in both tumor and normal samples strongly indicated a non-biological mechanism. We identified the source as oxidation of DNA during acoustic shearing in samples containing reactive contaminants from the extraction process. We show generation of 8-oxoguanine (8-oxoG) lesions during DNA shearing, present analysis tools to detect oxidation in sequencing data and suggest methods to reduce DNA oxidation through the introduction of antioxidants. Further, informatics methods are presented to confidently filter these artifacts from sequencing data sets. Though only seen in a low percentage of reads in affected samples, such artifacts could have profoundly deleterious effects on the ability to confidently call rare mutations, and eliminating other possible sources of artifacts should become a priority for the research community.
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spelling pubmed-36167342013-04-04 Discovery and characterization of artifactual mutations in deep coverage targeted capture sequencing data due to oxidative DNA damage during sample preparation Costello, Maura Pugh, Trevor J. Fennell, Timothy J. Stewart, Chip Lichtenstein, Lee Meldrim, James C. Fostel, Jennifer L. Friedrich, Dennis C. Perrin, Danielle Dionne, Danielle Kim, Sharon Gabriel, Stacey B. Lander, Eric S. Fisher, Sheila Getz, Gad Nucleic Acids Res Methods Online As researchers begin probing deep coverage sequencing data for increasingly rare mutations and subclonal events, the fidelity of next generation sequencing (NGS) laboratory methods will become increasingly critical. Although error rates for sequencing and polymerase chain reaction (PCR) are well documented, the effects that DNA extraction and other library preparation steps could have on downstream sequence integrity have not been thoroughly evaluated. Here, we describe the discovery of novel C > A/G > T transversion artifacts found at low allelic fractions in targeted capture data. Characteristics such as sequencer read orientation and presence in both tumor and normal samples strongly indicated a non-biological mechanism. We identified the source as oxidation of DNA during acoustic shearing in samples containing reactive contaminants from the extraction process. We show generation of 8-oxoguanine (8-oxoG) lesions during DNA shearing, present analysis tools to detect oxidation in sequencing data and suggest methods to reduce DNA oxidation through the introduction of antioxidants. Further, informatics methods are presented to confidently filter these artifacts from sequencing data sets. Though only seen in a low percentage of reads in affected samples, such artifacts could have profoundly deleterious effects on the ability to confidently call rare mutations, and eliminating other possible sources of artifacts should become a priority for the research community. Oxford University Press 2013-04 2013-01-07 /pmc/articles/PMC3616734/ /pubmed/23303777 http://dx.doi.org/10.1093/nar/gks1443 Text en © The Author(s) 2013. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods Online
Costello, Maura
Pugh, Trevor J.
Fennell, Timothy J.
Stewart, Chip
Lichtenstein, Lee
Meldrim, James C.
Fostel, Jennifer L.
Friedrich, Dennis C.
Perrin, Danielle
Dionne, Danielle
Kim, Sharon
Gabriel, Stacey B.
Lander, Eric S.
Fisher, Sheila
Getz, Gad
Discovery and characterization of artifactual mutations in deep coverage targeted capture sequencing data due to oxidative DNA damage during sample preparation
title Discovery and characterization of artifactual mutations in deep coverage targeted capture sequencing data due to oxidative DNA damage during sample preparation
title_full Discovery and characterization of artifactual mutations in deep coverage targeted capture sequencing data due to oxidative DNA damage during sample preparation
title_fullStr Discovery and characterization of artifactual mutations in deep coverage targeted capture sequencing data due to oxidative DNA damage during sample preparation
title_full_unstemmed Discovery and characterization of artifactual mutations in deep coverage targeted capture sequencing data due to oxidative DNA damage during sample preparation
title_short Discovery and characterization of artifactual mutations in deep coverage targeted capture sequencing data due to oxidative DNA damage during sample preparation
title_sort discovery and characterization of artifactual mutations in deep coverage targeted capture sequencing data due to oxidative dna damage during sample preparation
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3616734/
https://www.ncbi.nlm.nih.gov/pubmed/23303777
http://dx.doi.org/10.1093/nar/gks1443
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