Skip to main content
  • Submit
  • About
    • Editorial Board
    • PNAS Staff
    • FAQ
    • Accessibility Statement
    • Rights and Permissions
    • Site Map
  • Contact
  • Journal Club
  • Subscribe
    • Subscription Rates
    • Subscriptions FAQ
    • Open Access
    • Recommend PNAS to Your Librarian
  • Log in
  • My Cart

Main menu

  • Home
  • Articles
    • Current
    • Latest Articles
    • Special Features
    • Colloquia
    • Collected Articles
    • PNAS Classics
    • Archive
  • Front Matter
  • News
    • For the Press
    • Highlights from Latest Articles
    • PNAS in the News
  • Podcasts
  • Authors
    • Information for Authors
    • Editorial and Journal Policies
    • Submission Procedures
    • Fees and Licenses
  • Submit
  • About
    • Editorial Board
    • PNAS Staff
    • FAQ
    • Accessibility Statement
    • Rights and Permissions
    • Site Map
  • Contact
  • Journal Club
  • Subscribe
    • Subscription Rates
    • Subscriptions FAQ
    • Open Access
    • Recommend PNAS to Your Librarian

User menu

  • Log in
  • My Cart

Search

  • Advanced search
Home
Home

Advanced Search

  • Home
  • Articles
    • Current
    • Latest Articles
    • Special Features
    • Colloquia
    • Collected Articles
    • PNAS Classics
    • Archive
  • Front Matter
  • News
    • For the Press
    • Highlights from Latest Articles
    • PNAS in the News
  • Podcasts
  • Authors
    • Information for Authors
    • Editorial and Journal Policies
    • Submission Procedures
    • Fees and Licenses

New Research In

Physical Sciences

Featured Portals

  • Physics
  • Chemistry
  • Sustainability Science

Articles by Topic

  • Applied Mathematics
  • Applied Physical Sciences
  • Astronomy
  • Computer Sciences
  • Earth, Atmospheric, and Planetary Sciences
  • Engineering
  • Environmental Sciences
  • Mathematics
  • Statistics

Social Sciences

Featured Portals

  • Anthropology
  • Sustainability Science

Articles by Topic

  • Economic Sciences
  • Environmental Sciences
  • Political Sciences
  • Psychological and Cognitive Sciences
  • Social Sciences

Biological Sciences

Featured Portals

  • Sustainability Science

Articles by Topic

  • Agricultural Sciences
  • Anthropology
  • Applied Biological Sciences
  • Biochemistry
  • Biophysics and Computational Biology
  • Cell Biology
  • Developmental Biology
  • Ecology
  • Environmental Sciences
  • Evolution
  • Genetics
  • Immunology and Inflammation
  • Medical Sciences
  • Microbiology
  • Neuroscience
  • Pharmacology
  • Physiology
  • Plant Biology
  • Population Biology
  • Psychological and Cognitive Sciences
  • Sustainability Science
  • Systems Biology
Research Article

High-throughput DNA sequencing errors are reduced by orders of magnitude using circle sequencing

Dianne I. Lou, Jeffrey A. Hussmann, Ross M. McBee, Ashley Acevedo, Raul Andino, William H. Press, and Sara L. Sawyer
PNAS first published November 15, 2013; https://doi.org/10.1073/pnas.1319590110
Dianne I. Lou
aDepartment of Molecular Biosciences,
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jeffrey A. Hussmann
bInstitute for Computational Engineering and Sciences, and
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ross M. McBee
aDepartment of Molecular Biosciences,
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ashley Acevedo
cDepartment of Microbiology and Immunology, University of California, San Francisco, CA 94122
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Raul Andino
cDepartment of Microbiology and Immunology, University of California, San Francisco, CA 94122
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: wpress@cs.utexas.edu raul.andino@ucsf.edu saras@austin.utexas.edu
William H. Press
bInstitute for Computational Engineering and Sciences, and
dDepartment of Integrative Biology, University of Texas at Austin, Austin, TX 78712; and
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: wpress@cs.utexas.edu raul.andino@ucsf.edu saras@austin.utexas.edu
Sara L. Sawyer
aDepartment of Molecular Biosciences,
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: wpress@cs.utexas.edu raul.andino@ucsf.edu saras@austin.utexas.edu
  1. Contributed by William H. Press, October 17, 2013 (sent for review August 31, 2013)

This article has a Letter. Please see:

  • Risks of double-counting in deep sequencing - March 20, 2014

See related content:

  • Data-filtering schemes for circle sequencing
    - Mar 20, 2014
  • Article
  • Figures & SI
  • Info & Metrics
  • PDF
Loading

Significance

This paper presents a library preparation method that dramatically improves the error rate associated with high-throughput DNA sequencing and is substantially more cost-effective than existing error-correction methods. In this strategy, DNA templates are circularized, copied multiple times in tandem with a rolling circle polymerase, and then sequenced on any high-throughput sequencing machine. Each read produced is computationally processed to obtain a consensus sequence of all linked copies of the original molecule. Because it efficiently reduces sequencing error, this method will be broadly enabling in projects where high-throughput sequencing is applied to detect variation in complex samples such as tumors, microbial populations, and environmental communities.

Abstract

A major limitation of high-throughput DNA sequencing is the high rate of erroneous base calls produced. For instance, Illumina sequencing machines produce errors at a rate of ∼0.1–1 × 10−2 per base sequenced. These technologies typically produce billions of base calls per experiment, translating to millions of errors. We have developed a unique library preparation strategy, “circle sequencing,” which allows for robust downstream computational correction of these errors. In this strategy, DNA templates are circularized, copied multiple times in tandem with a rolling circle polymerase, and then sequenced on any high-throughput sequencing machine. Each read produced is computationally processed to obtain a consensus sequence of all linked copies of the original molecule. Physically linking the copies ensures that each copy is independently derived from the original molecule and allows for efficient formation of consensus sequences. The circle-sequencing protocol precedes standard library preparations and is therefore suitable for a broad range of sequencing applications. We tested our method using the Illumina MiSeq platform and obtained errors in our processed sequencing reads at a rate as low as 7.6 × 10−6 per base sequenced, dramatically improving the error rate of Illumina sequencing and putting error on par with low-throughput, but highly accurate, Sanger sequencing. Circle sequencing also had substantially higher efficiency and lower cost than existing barcode-based schemes for correcting sequencing errors.

  • next-generation sequencing
  • barcoding
  • rare variants

Footnotes

  • ↵1D.I.L. and J.A.H. contributed equally to this work.

  • ↵2To whom correspondence may be addressed. E-mail: wpress{at}cs.utexas.edu, raul.andino{at}ucsf.edu, or saras{at}austin.utexas.edu.
  • Author contributions: D.I.L., J.A.H., R.M.M., A.A., R.A., W.H.P., and S.L.S. designed research; D.I.L., J.A.H., and R.M.M. performed research; D.I.L., J.A.H., and R.M.M. analyzed data; D.I.L., J.A.H., and S.L.S. wrote the paper.

  • The authors declare no conflict of interest.

  • This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1319590110/-/DCSupplemental.

Freely available online through the PNAS open access option.

Next
Back to top
Article Alerts
Email Article

Thank you for your interest in spreading the word on PNAS.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
High-throughput DNA sequencing errors are reduced by orders of magnitude using circle sequencing
(Your Name) has sent you a message from PNAS
(Your Name) thought you would like to see the PNAS web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Citation Tools
Sequencing errors reduced by circle sequencing
Dianne I. Lou, Jeffrey A. Hussmann, Ross M. McBee, Ashley Acevedo, Raul Andino, William H. Press, Sara L. Sawyer
Proceedings of the National Academy of Sciences Nov 2013, 201319590; DOI: 10.1073/pnas.1319590110

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Request Permissions
Share
Sequencing errors reduced by circle sequencing
Dianne I. Lou, Jeffrey A. Hussmann, Ross M. McBee, Ashley Acevedo, Raul Andino, William H. Press, Sara L. Sawyer
Proceedings of the National Academy of Sciences Nov 2013, 201319590; DOI: 10.1073/pnas.1319590110
del.icio.us logo Digg logo Reddit logo Twitter logo CiteULike logo Facebook logo Google logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Mendeley logo Mendeley
Proceedings of the National Academy of Sciences: 117 (49)
Current Issue

Submit

Sign up for Article Alerts

Jump to section

  • Article
  • Figures & SI
  • Info & Metrics
  • PDF

You May Also be Interested in

Corn Rootworm
Inner Workings: RNA-based pesticides aim to get around resistance problems
With impressive specificity, RNAi can potentially block nucleotide sequences that are only found in a target pest and not in friendly insects or humans.
Image credit: Science Source/USDA/Nature Source.
Inner Workings: Early Mars may have boasted a large ocean and cool climate
It's an intriguing new hypothesis that has started to garner attention as researchers continue to debate the merits of multiple models.
Image credit: NASA/GSFC.
Two penguins standing in a field.
Parsing penguins’ evolutionary success
Changing environmental conditions and genetic adaptations may explain how penguins radiated and expanded their geographic ranges to encompass diverse environments.
Image credit: Aurora Fernández Durán (photographer).
Microscopic rendering of COVID-19 virus.
US racial inequality: A pandemic-scale problem
In the United States, mortality rates and life expectancy were worse for Blacks during nonpandemic years than for Whites during the COVID-19 pandemic, a study finds.
Image credit: Pixabay/PIRO4D.
Two highland wild dogs standing on rocky terrain.
Ancestry of New Guinea singing dogs
Genetic insights could help shore up populations of a rare dog species thought to be nearly extinct in the wild.
Image credit: Anang Dianto (photographer).

Similar Articles

Site Logo
Powered by HighWire
  • Submit Manuscript
  • Twitter
  • Facebook
  • RSS Feeds
  • Email Alerts

Articles

  • Current Issue
  • Latest Articles
  • Archive

PNAS Portals

  • Anthropology
  • Chemistry
  • Classics
  • Front Matter
  • Physics
  • Sustainability Science
  • Teaching Resources

Information

  • Authors
  • Editorial Board
  • Reviewers
  • Librarians
  • Press
  • Site Map
  • PNAS Updates

Feedback    Privacy/Legal

Copyright © 2020 National Academy of Sciences. Online ISSN 1091-6490