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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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Kidd, Jeffrey M.
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Marques-Bonet, Tomas
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
UPF, CSIC, Inst Biol Evolut, Barcelona, Catalonia, SpainUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Marques-Bonet, Tomas
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Aksay, Gozde
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Aksay, Gozde
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Antonacci, Francesca
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Hormozdiari, Fereydoun
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Kitzman, Jacob O.
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Kitzman, Jacob O.
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Baker, Carl
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Baker, Carl
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Malig, Maika
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Malig, Maika
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Mutlu, Onur
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Sahinalp, S. Cenk
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Simon Fraser Univ, Sch Comp Sci, Burnaby, BC V5A 1S6, CanadaUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Sahinalp, S. Cenk
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Gibbs, Richard A.
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Baylor Coll Med, Houston, TX 77030 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Gibbs, Richard A.
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Eichler, Evan E.
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Howard Hughes Med Inst, Seattle, WA USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
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European Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, GermanyEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
Anders, Simon
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McCarthy, Davis J.
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Univ Oxford, Dept Stat, Oxford OX1 3TG, England
Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford, EnglandEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
McCarthy, Davis J.
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Chen, Yunshun
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Royal Melbourne Hosp, Walter & Eliza Hall Inst Med Res, Bioinformat Div, Parkville, Vic 3050, Australia
Univ Melbourne, Dept Med Biol, Melbourne, Vic, AustraliaEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
Chen, Yunshun
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Okoniewski, Michal
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Funct Genom Ctr UNI ETH, Zurich, SwitzerlandEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
Okoniewski, Michal
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Smyth, Gordon K.
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Royal Melbourne Hosp, Walter & Eliza Hall Inst Med Res, Bioinformat Div, Parkville, Vic 3050, Australia
Univ Melbourne, Dept Math & Stat, Melbourne, Vic, AustraliaEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
Smyth, Gordon K.
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Huber, Wolfgang
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European Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, GermanyEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
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Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Benjamini, Yuval
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Speed, Terence P.
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Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Walter & Eliza Hall Inst Med Res, Bioinformat Div, Parkville, Vic 3052, AustraliaUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Kidd, Jeffrey M.
;
Marques-Bonet, Tomas
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
UPF, CSIC, Inst Biol Evolut, Barcelona, Catalonia, SpainUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Marques-Bonet, Tomas
;
Aksay, Gozde
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Aksay, Gozde
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Antonacci, Francesca
;
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Hormozdiari, Fereydoun
;
Kitzman, Jacob O.
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Kitzman, Jacob O.
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Baker, Carl
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Baker, Carl
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Malig, Maika
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Malig, Maika
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Mutlu, Onur
;
Sahinalp, S. Cenk
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h-index: 0
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Simon Fraser Univ, Sch Comp Sci, Burnaby, BC V5A 1S6, CanadaUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Sahinalp, S. Cenk
;
Gibbs, Richard A.
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Baylor Coll Med, Houston, TX 77030 USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Gibbs, Richard A.
;
Eichler, Evan E.
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Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
Howard Hughes Med Inst, Seattle, WA USAUniv Washington, Sch Med, Dept Genome Sci, Seattle, WA 98195 USA
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European Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, GermanyEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
Anders, Simon
;
McCarthy, Davis J.
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Univ Oxford, Dept Stat, Oxford OX1 3TG, England
Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford, EnglandEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
McCarthy, Davis J.
;
Chen, Yunshun
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Royal Melbourne Hosp, Walter & Eliza Hall Inst Med Res, Bioinformat Div, Parkville, Vic 3050, Australia
Univ Melbourne, Dept Med Biol, Melbourne, Vic, AustraliaEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
Chen, Yunshun
;
Okoniewski, Michal
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Funct Genom Ctr UNI ETH, Zurich, SwitzerlandEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
Okoniewski, Michal
;
Smyth, Gordon K.
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Royal Melbourne Hosp, Walter & Eliza Hall Inst Med Res, Bioinformat Div, Parkville, Vic 3050, Australia
Univ Melbourne, Dept Math & Stat, Melbourne, Vic, AustraliaEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
Smyth, Gordon K.
;
Huber, Wolfgang
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European Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, GermanyEuropean Mol Biol Lab, Genome Biol Unit, D-69012 Heidelberg, Germany
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Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USAUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Benjamini, Yuval
;
Speed, Terence P.
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Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
Walter & Eliza Hall Inst Med Res, Bioinformat Div, Parkville, Vic 3052, AustraliaUniv Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA