Literature DB >> 24167260

Error rates for nanopore discrimination among cytosine, methylcytosine, and hydroxymethylcytosine along individual DNA strands.

Jacob Schreiber1, Zachary L Wescoe, Robin Abu-Shumays, John T Vivian, Baldandorj Baatar, Kevin Karplus, Mark Akeson.   

Abstract

Cytosine, 5-methylcytosine, and 5-hydroxymethylcytosine were identified during translocation of single DNA template strands through a modified Mycobacterium smegmatis porin A (M2MspA) nanopore under control of phi29 DNA polymerase. This identification was based on three consecutive ionic current states that correspond to passage of modified or unmodified CG dinucleotides and their immediate neighbors through the nanopore limiting aperture. To establish quality scores for these calls, we examined ~3,300 translocation events for 48 distinct DNA constructs. Each experiment analyzed a mixture of cytosine-, 5-methylcytosine-, and 5-hydroxymethylcytosine-bearing DNA strands that contained a marker that independently established the correct cytosine methylation status at the target CG of each molecule tested. To calculate error rates for these calls, we established decision boundaries using a variety of machine-learning methods. These error rates depended upon the identity of the bases immediately 5' and 3' of the targeted CG dinucleotide, and ranged from 1.7% to 12.2% for a single-pass read. We estimate that Q40 values (0.01% error rates) for methylation status calls could be achieved by reading single molecules 5-19 times depending upon sequence context.

Entities:  

Keywords:  MspA; epigenetics

Mesh:

Substances:

Year:  2013        PMID: 24167260      PMCID: PMC3839712          DOI: 10.1073/pnas.1310615110

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  21 in total

1.  Base-resolution analysis of 5-hydroxymethylcytosine in the mammalian genome.

Authors:  Miao Yu; Gary C Hon; Keith E Szulwach; Chun-Xiao Song; Liang Zhang; Audrey Kim; Xuekun Li; Qing Dai; Yin Shen; Beomseok Park; Jung-Hyun Min; Peng Jin; Bing Ren; Chuan He
Journal:  Cell       Date:  2012-05-17       Impact factor: 41.582

Review 2.  Going beyond five bases in DNA sequencing.

Authors:  Jonas Korlach; Stephen W Turner
Journal:  Curr Opin Struct Biol       Date:  2012-05-09       Impact factor: 6.809

3.  Reading DNA at single-nucleotide resolution with a mutant MspA nanopore and phi29 DNA polymerase.

Authors:  Elizabeth A Manrao; Ian M Derrington; Andrew H Laszlo; Kyle W Langford; Matthew K Hopper; Nathaniel Gillgren; Mikhail Pavlenok; Michael Niederweis; Jens H Gundlach
Journal:  Nat Biotechnol       Date:  2012-03-25       Impact factor: 54.908

4.  DNA methyltransferases Dnmt3a and Dnmt3b are essential for de novo methylation and mammalian development.

Authors:  M Okano; D W Bell; D A Haber; E Li
Journal:  Cell       Date:  1999-10-29       Impact factor: 41.582

Review 5.  Mechanisms and functions of Tet protein-mediated 5-methylcytosine oxidation.

Authors:  Hao Wu; Yi Zhang
Journal:  Genes Dev       Date:  2011-12-01       Impact factor: 11.361

6.  Conversion of 5-methylcytosine to 5-hydroxymethylcytosine in mammalian DNA by MLL partner TET1.

Authors:  Mamta Tahiliani; Kian Peng Koh; Yinghua Shen; William A Pastor; Hozefa Bandukwala; Yevgeny Brudno; Suneet Agarwal; Lakshminarayan M Iyer; David R Liu; L Aravind; Anjana Rao
Journal:  Science       Date:  2009-04-16       Impact factor: 47.728

7.  Quantitative sequencing of 5-methylcytosine and 5-hydroxymethylcytosine at single-base resolution.

Authors:  Michael J Booth; Miguel R Branco; Gabriella Ficz; David Oxley; Felix Krueger; Wolf Reik; Shankar Balasubramanian
Journal:  Science       Date:  2012-04-26       Impact factor: 47.728

8.  Automated forward and reverse ratcheting of DNA in a nanopore at 5-Å precision.

Authors:  Gerald M Cherf; Kate R Lieberman; Hytham Rashid; Christopher E Lam; Kevin Karplus; Mark Akeson
Journal:  Nat Biotechnol       Date:  2012-02-14       Impact factor: 54.908

9.  Replication of individual DNA molecules under electronic control using a protein nanopore.

Authors:  Felix Olasagasti; Kate R Lieberman; Seico Benner; Gerald M Cherf; Joseph M Dahl; David W Deamer; Mark Akeson
Journal:  Nat Nanotechnol       Date:  2010-09-26       Impact factor: 39.213

10.  Tet proteins can convert 5-methylcytosine to 5-formylcytosine and 5-carboxylcytosine.

Authors:  Shinsuke Ito; Li Shen; Qing Dai; Susan C Wu; Leonard B Collins; James A Swenberg; Chuan He; Yi Zhang
Journal:  Science       Date:  2011-07-21       Impact factor: 47.728

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  62 in total

Review 1.  Epigenetic regulation of mitochondrial function in neurodegenerative disease: New insights from advances in genomic technologies.

Authors:  Matthew Devall; Janou Roubroeks; Jonathan Mill; Michael Weedon; Katie Lunnon
Journal:  Neurosci Lett       Date:  2016-02-10       Impact factor: 3.046

2.  Analysis of nanopore data using hidden Markov models.

Authors:  Jacob Schreiber; Kevin Karplus
Journal:  Bioinformatics       Date:  2015-02-03       Impact factor: 6.937

Review 3.  Challenges in DNA motion control and sequence readout using nanopore devices.

Authors:  Spencer Carson; Meni Wanunu
Journal:  Nanotechnology       Date:  2015-02-02       Impact factor: 3.874

4.  Nanopore Sequencing of an Expanded Genetic Alphabet Reveals High-Fidelity Replication of a Predominantly Hydrophobic Unnatural Base Pair.

Authors:  Michael P Ledbetter; Jonathan M Craig; Rebekah J Karadeema; Matthew T Noakes; Hwanhee C Kim; Sarah J Abell; Jesse R Huang; Brooke A Anderson; Ramanarayanan Krishnamurthy; Jens H Gundlach; Floyd E Romesberg
Journal:  J Am Chem Soc       Date:  2020-01-27       Impact factor: 15.419

5.  Smooth DNA transport through a narrowed pore geometry.

Authors:  Spencer Carson; James Wilson; Aleksei Aksimentiev; Meni Wanunu
Journal:  Biophys J       Date:  2014-11-18       Impact factor: 4.033

Review 6.  Mapping chromatin modifications at the single cell level.

Authors:  Connor H Ludwig; Lacramioara Bintu
Journal:  Development       Date:  2019-06-27       Impact factor: 6.868

Review 7.  Experimental Design, Population Dynamics, and Diversity in Microbial Experimental Evolution.

Authors:  Bram Van den Bergh; Toon Swings; Maarten Fauvart; Jan Michiels
Journal:  Microbiol Mol Biol Rev       Date:  2018-07-25       Impact factor: 11.056

8.  Fundamental Bounds for Sequence Reconstruction from Nanopore Sequencers.

Authors:  Abram Magner; Jarosław Duda; Wojciech Szpankowski; Ananth Grama
Journal:  IEEE Trans Mol Biol Multiscale Commun       Date:  2016-06

9.  Detection and Mapping of DNA Methylation with 2D Material Nanopores.

Authors:  Hu Qiu; Aditya Sarathy; Klaus Schulten; Jean-Pierre Leburton
Journal:  NPJ 2D Mater Appl       Date:  2017-04-11

Review 10.  Detecting Rare Mutations and DNA Damage with Sequencing-Based Methods.

Authors:  Daniel B Sloan; Amanda K Broz; Joel Sharbrough; Zhiqiang Wu
Journal:  Trends Biotechnol       Date:  2018-03-14       Impact factor: 19.536

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