Literature DB >> 25223782

Identifying and mitigating bias in next-generation sequencing methods for chromatin biology.

Clifford A Meyer1, X Shirley Liu1.   

Abstract

Next-generation sequencing (NGS) technologies have been used in diverse ways to investigate various aspects of chromatin biology by identifying genomic loci that are bound by transcription factors, occupied by nucleosomes or accessible to nuclease cleavage, or loci that physically interact with remote genomic loci. However, reaching sound biological conclusions from such NGS enrichment profiles requires many potential biases to be taken into account. In this Review, we discuss common ways in which biases may be introduced into NGS chromatin profiling data, approaches to diagnose these biases and analytical techniques to mitigate their effect.

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Year:  2014        PMID: 25223782      PMCID: PMC4473780          DOI: 10.1038/nrg3788

Source DB:  PubMed          Journal:  Nat Rev Genet        ISSN: 1471-0056            Impact factor:   53.242


  116 in total

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2.  High-resolution genome-wide in vivo footprinting of diverse transcription factors in human cells.

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Journal:  Genome Res       Date:  2010-11-24       Impact factor: 9.043

3.  Chromosome Conformation Capture Carbon Copy (5C): a massively parallel solution for mapping interactions between genomic elements.

Authors:  Josée Dostie; Todd A Richmond; Ramy A Arnaout; Rebecca R Selzer; William L Lee; Tracey A Honan; Eric D Rubio; Anton Krumm; Justin Lamb; Chad Nusbaum; Roland D Green; Job Dekker
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4.  SOAP2: an improved ultrafast tool for short read alignment.

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Journal:  Bioinformatics       Date:  2009-06-03       Impact factor: 6.937

5.  The effect of divalent cations on the mode of action of DNase I. The initial reaction products produced from covalently closed circular DNA.

Authors:  V W Campbell; D A Jackson
Journal:  J Biol Chem       Date:  1980-04-25       Impact factor: 5.157

6.  Genome-wide mapping of in vivo protein-DNA interactions.

Authors:  David S Johnson; Ali Mortazavi; Richard M Myers; Barbara Wold
Journal:  Science       Date:  2007-05-31       Impact factor: 47.728

7.  Isolation of active regulatory elements from eukaryotic chromatin using FAIRE (Formaldehyde Assisted Isolation of Regulatory Elements).

Authors:  Paul G Giresi; Jason D Lieb
Journal:  Methods       Date:  2009-03-18       Impact factor: 3.608

8.  Effect of read-mapping biases on detecting allele-specific expression from RNA-sequencing data.

Authors:  Jacob F Degner; John C Marioni; Athma A Pai; Joseph K Pickrell; Everlyne Nkadori; Yoav Gilad; Jonathan K Pritchard
Journal:  Bioinformatics       Date:  2009-10-06       Impact factor: 6.937

9.  High nucleosome occupancy is encoded at human regulatory sequences.

Authors:  Desiree Tillo; Noam Kaplan; Irene K Moore; Yvonne Fondufe-Mittendorf; Andrea J Gossett; Yair Field; Jason D Lieb; Jonathan Widom; Eran Segal; Timothy R Hughes
Journal:  PLoS One       Date:  2010-02-09       Impact factor: 3.240

10.  Design and analysis of ChIP-seq experiments for DNA-binding proteins.

Authors:  Peter V Kharchenko; Michael Y Tolstorukov; Peter J Park
Journal:  Nat Biotechnol       Date:  2008-11-16       Impact factor: 54.908

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  110 in total

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Journal:  J Immunother Cancer       Date:  2020-12       Impact factor: 13.751

3.  Epigenetic Analysis of SV40 Minichromosomes.

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Review 4.  LncRNAs: macromolecules with big roles in neurobiology and neurological diseases.

Authors:  Ye Chen; Jun Zhou
Journal:  Metab Brain Dis       Date:  2017-02-04       Impact factor: 3.584

Review 5.  Transcriptional determination and functional specificity of myeloid cells: making sense of diversity.

Authors:  Silvia Monticelli; Gioacchino Natoli
Journal:  Nat Rev Immunol       Date:  2017-06-05       Impact factor: 53.106

6.  Retrieving Chromatin Patterns from Deep Sequencing Data Using Correlation Functions.

Authors:  Jana Molitor; Jan-Philipp Mallm; Karsten Rippe; Fabian Erdel
Journal:  Biophys J       Date:  2017-01-26       Impact factor: 4.033

Review 7.  Systems Biology of Cancer Metastasis.

Authors:  Yasir Suhail; Margo P Cain; Kiran Vanaja; Paul A Kurywchak; Andre Levchenko; Raghu Kalluri
Journal:  Cell Syst       Date:  2019-08-28       Impact factor: 10.304

8.  Integrated Functional Genomic Analysis Enables Annotation of Kidney Genome-Wide Association Study Loci.

Authors:  Karsten B Sieber; Anna Batorsky; Kyle Siebenthall; Kelly L Hudkins; Jeff D Vierstra; Shawn Sullivan; Aakash Sur; Michelle McNulty; Richard Sandstrom; Alex Reynolds; Daniel Bates; Morgan Diegel; Douglass Dunn; Jemma Nelson; Michael Buckley; Rajinder Kaul; Matthew G Sampson; Jonathan Himmelfarb; Charles E Alpers; Dawn Waterworth; Shreeram Akilesh
Journal:  J Am Soc Nephrol       Date:  2019-02-13       Impact factor: 10.121

9.  Analysis of computational footprinting methods for DNase sequencing experiments.

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Journal:  Nat Methods       Date:  2016-02-22       Impact factor: 28.547

10.  Using contact statistics to characterize structure transformation of biopolymer ensembles.

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Journal:  Phys Rev E       Date:  2020-01       Impact factor: 2.529

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