Literature DB >> 25260792

Dynamic evolution of clonal epialleles revealed by methclone.

Sheng Li, Francine Garrett-Bakelman, Alexander E Perl, Selina M Luger, Chao Zhang, Bik L To, Ian D Lewis, Anna L Brown, Richard J D'Andrea, M Elizabeth Ross, Ross Levine, Martin Carroll, Ari Melnick, Christopher E Mason.   

Abstract

We describe methclone, a novel method to identify epigenetic loci that harbor large changes in the clonality of their epialleles (epigenetic alleles). Methclone efficiently analyzes genome-wide DNA methylation sequencing data. We quantify the changes using a composition entropy difference calculation and also introduce a new measure of global clonality shift, loci with epiallele shift per million loci covered, which enables comparisons between different samples to gauge overall epiallelic dynamics. Finally, we demonstrate the utility of methclone in capturing functional epiallele shifts in leukemia patients from diagnosis to relapse. Methclone is open-source and freely available at https://code.google.com/p/methclone.

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Year:  2014        PMID: 25260792      PMCID: PMC4242486          DOI: 10.1186/s13059-014-0472-5

Source DB:  PubMed          Journal:  Genome Biol        ISSN: 1474-7596            Impact factor:   13.583


  23 in total

1.  The R882H DNMT3A mutation associated with AML dominantly inhibits wild-type DNMT3A by blocking its ability to form active tetramers.

Authors:  David A Russler-Germain; David H Spencer; Margaret A Young; Tamara L Lamprecht; Christopher A Miller; Robert Fulton; Matthew R Meyer; Petra Erdmann-Gilmore; R Reid Townsend; Richard K Wilson; Timothy J Ley
Journal:  Cancer Cell       Date:  2014-03-20       Impact factor: 31.743

2.  PyClone: statistical inference of clonal population structure in cancer.

Authors:  Andrew Roth; Jaswinder Khattra; Damian Yap; Adrian Wan; Emma Laks; Justina Biele; Gavin Ha; Samuel Aparicio; Alexandre Bouchard-Côté; Sohrab P Shah
Journal:  Nat Methods       Date:  2014-03-16       Impact factor: 28.547

3.  Evolution of DNA methylation is linked to genetic aberrations in chronic lymphocytic leukemia.

Authors:  Christopher C Oakes; Rainer Claus; Lei Gu; Yassen Assenov; Jennifer Hüllein; Manuela Zucknick; Matthias Bieg; David Brocks; Olga Bogatyrova; Christopher R Schmidt; Laura Rassenti; Thomas J Kipps; Daniel Mertens; Peter Lichter; Hartmut Döhner; Stephan Stilgenbauer; John C Byrd; Thorsten Zenz; Christoph Plass
Journal:  Cancer Discov       Date:  2013-12-19       Impact factor: 39.397

4.  Clonal analysis via barcoding reveals diverse growth and differentiation of transplanted mouse and human mammary stem cells.

Authors:  Long V Nguyen; Maisam Makarem; Annaick Carles; Michelle Moksa; Nagarajan Kannan; Pawan Pandoh; Peter Eirew; Tomo Osako; Melanie Kardel; Alice M S Cheung; William Kennedy; Kane Tse; Thomas Zeng; Yongjun Zhao; R Keith Humphries; Samuel Aparicio; Connie J Eaves; Martin Hirst
Journal:  Cell Stem Cell       Date:  2014-01-16       Impact factor: 24.633

5.  Software for computing and annotating genomic ranges.

Authors:  Michael Lawrence; Wolfgang Huber; Hervé Pagès; Patrick Aboyoun; Marc Carlson; Robert Gentleman; Martin T Morgan; Vincent J Carey
Journal:  PLoS Comput Biol       Date:  2013-08-08       Impact factor: 4.475

6.  Base-pair resolution DNA methylation sequencing reveals profoundly divergent epigenetic landscapes in acute myeloid leukemia.

Authors:  Altuna Akalin; Francine E Garrett-Bakelman; Matthias Kormaksson; Jennifer Busuttil; Lu Zhang; Irina Khrebtukova; Thomas A Milne; Yongsheng Huang; Debabrata Biswas; Jay L Hess; C David Allis; Robert G Roeder; Peter J M Valk; Bob Löwenberg; Ruud Delwel; Hugo F Fernandez; Elisabeth Paietta; Martin S Tallman; Gary P Schroth; Christopher E Mason; Ari Melnick; Maria E Figueroa
Journal:  PLoS Genet       Date:  2012-06-21       Impact factor: 5.917

7.  Risk assessment of gastric cancer caused by Helicobacter pylori using CagA sequence markers.

Authors:  Chao Zhang; Shunfu Xu; Dong Xu
Journal:  PLoS One       Date:  2012-05-15       Impact factor: 3.240

8.  An optimized algorithm for detecting and annotating regional differential methylation.

Authors:  Sheng Li; Francine E Garrett-Bakelman; Altuna Akalin; Paul Zumbo; Ross Levine; Bik L To; Ian D Lewis; Anna L Brown; Richard J D'Andrea; Ari Melnick; Christopher E Mason
Journal:  BMC Bioinformatics       Date:  2013-04-10       Impact factor: 3.169

9.  methylKit: a comprehensive R package for the analysis of genome-wide DNA methylation profiles.

Authors:  Altuna Akalin; Matthias Kormaksson; Sheng Li; Francine E Garrett-Bakelman; Maria E Figueroa; Ari Melnick; Christopher E Mason
Journal:  Genome Biol       Date:  2012-10-03       Impact factor: 13.583

10.  RCircos: an R package for Circos 2D track plots.

Authors:  Hongen Zhang; Paul Meltzer; Sean Davis
Journal:  BMC Bioinformatics       Date:  2013-08-10       Impact factor: 3.169

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  32 in total

Review 1.  Genetic and epigenetic heterogeneity in acute myeloid leukemia.

Authors:  Sheng Li; Christopher E Mason; Ari Melnick
Journal:  Curr Opin Genet Dev       Date:  2016-05-07       Impact factor: 5.578

2.  Tracking myeloid malignancies by targeted analysis of successive DNA methylation at neighboring CG dinucleotides.

Authors:  Monika Eipel; Tanja Božić; Anna Mies; Fabian Beier; Edgar Jost; Tim H Brümmendorf; Uwe Platzbecker; Wolfgang Wagner
Journal:  Haematologica       Date:  2019-01-31       Impact factor: 9.941

Review 3.  Clinical Genomics: Challenges and Opportunities.

Authors:  Priyanka Vijay; Alexa B R McIntyre; Christopher E Mason; Jeffrey P Greenfield; Sheng Li
Journal:  Crit Rev Eukaryot Gene Expr       Date:  2016       Impact factor: 1.807

4.  Quantitative comparison of within-sample heterogeneity scores for DNA methylation data.

Authors:  Michael Scherer; Almut Nebel; Andre Franke; Jörn Walter; Thomas Lengauer; Christoph Bock; Fabian Müller; Markus List
Journal:  Nucleic Acids Res       Date:  2020-05-07       Impact factor: 16.971

Review 5.  International Standards for Genomes, Transcriptomes, and Metagenomes.

Authors:  Christopher E Mason; Ebrahim Afshinnekoo; Scott Tighe; Shixiu Wu; Shawn Levy
Journal:  J Biomol Tech       Date:  2017-03-17

Review 6.  Can we use epigenetics to prime chemoresistant lymphomas?

Authors:  Jennifer E Amengual
Journal:  Hematology Am Soc Hematol Educ Program       Date:  2020-12-04

7.  Toward understanding and exploiting tumor heterogeneity.

Authors:  Ash A Alizadeh; Victoria Aranda; Alberto Bardelli; Cedric Blanpain; Christoph Bock; Christine Borowski; Carlos Caldas; Andrea Califano; Michael Doherty; Markus Elsner; Manel Esteller; Rebecca Fitzgerald; Jan O Korbel; Peter Lichter; Christopher E Mason; Nicholas Navin; Dana Pe'er; Kornelia Polyak; Charles W M Roberts; Lillian Siu; Alexandra Snyder; Hannah Stower; Charles Swanton; Roel G W Verhaak; Jean C Zenklusen; Johannes Zuber; Jessica Zucman-Rossi
Journal:  Nat Med       Date:  2015-08       Impact factor: 53.440

8.  CancerDetector: ultrasensitive and non-invasive cancer detection at the resolution of individual reads using cell-free DNA methylation sequencing data.

Authors:  Wenyuan Li; Qingjiao Li; Shuli Kang; Mary Same; Yonggang Zhou; Carol Sun; Chun-Chi Liu; Lea Matsuoka; Linda Sher; Wing Hung Wong; Frank Alber; Xianghong Jasmine Zhou
Journal:  Nucleic Acids Res       Date:  2018-09-06       Impact factor: 16.971

Review 9.  Understanding the molecular basis of acute myeloid leukemias: where are we now?

Authors:  Alicja M Gruszka; Debora Valli; Myriam Alcalay
Journal:  Int J Hematol Oncol       Date:  2017-11-17

Review 10.  Statistical and integrative system-level analysis of DNA methylation data.

Authors:  Andrew E Teschendorff; Caroline L Relton
Journal:  Nat Rev Genet       Date:  2017-11-13       Impact factor: 53.242

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