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Systematic biases in DNA copy number originate from isolation procedures

BACKGROUND: The ability to accurately detect DNA copy number variation in both a sensitive and quantitative manner is important in many research areas. However, genome-wide DNA copy number analyses are complicated by variations in detection signal. RESULTS: While GC content has been used to correct...

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Autores principales: van Heesch, Sebastiaan, Mokry, Michal, Boskova, Veronika, Junker, Wade, Mehon, Rajdeep, Toonen, Pim, de Bruijn, Ewart, Shull, James D, Aitman, Timothy J, Cuppen, Edwin, Guryev, Victor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4054094/
https://www.ncbi.nlm.nih.gov/pubmed/23618369
http://dx.doi.org/10.1186/gb-2013-14-4-r33
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author van Heesch, Sebastiaan
Mokry, Michal
Boskova, Veronika
Junker, Wade
Mehon, Rajdeep
Toonen, Pim
de Bruijn, Ewart
Shull, James D
Aitman, Timothy J
Cuppen, Edwin
Guryev, Victor
author_facet van Heesch, Sebastiaan
Mokry, Michal
Boskova, Veronika
Junker, Wade
Mehon, Rajdeep
Toonen, Pim
de Bruijn, Ewart
Shull, James D
Aitman, Timothy J
Cuppen, Edwin
Guryev, Victor
author_sort van Heesch, Sebastiaan
collection PubMed
description BACKGROUND: The ability to accurately detect DNA copy number variation in both a sensitive and quantitative manner is important in many research areas. However, genome-wide DNA copy number analyses are complicated by variations in detection signal. RESULTS: While GC content has been used to correct for this, here we show that coverage biases are tissue-specific and independent of the detection method as demonstrated by next-generation sequencing and array CGH. Moreover, we show that DNA isolation stringency affects the degree of equimolar coverage and that the observed biases coincide with chromatin characteristics like gene expression, genomic isochores, and replication timing. CONCLUSION: These results indicate that chromatin organization is a main determinant for differential DNA retrieval. These findings are highly relevant for germline and somatic DNA copy number variation analyses.
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spelling pubmed-40540942014-06-13 Systematic biases in DNA copy number originate from isolation procedures van Heesch, Sebastiaan Mokry, Michal Boskova, Veronika Junker, Wade Mehon, Rajdeep Toonen, Pim de Bruijn, Ewart Shull, James D Aitman, Timothy J Cuppen, Edwin Guryev, Victor Genome Biol Research BACKGROUND: The ability to accurately detect DNA copy number variation in both a sensitive and quantitative manner is important in many research areas. However, genome-wide DNA copy number analyses are complicated by variations in detection signal. RESULTS: While GC content has been used to correct for this, here we show that coverage biases are tissue-specific and independent of the detection method as demonstrated by next-generation sequencing and array CGH. Moreover, we show that DNA isolation stringency affects the degree of equimolar coverage and that the observed biases coincide with chromatin characteristics like gene expression, genomic isochores, and replication timing. CONCLUSION: These results indicate that chromatin organization is a main determinant for differential DNA retrieval. These findings are highly relevant for germline and somatic DNA copy number variation analyses. BioMed Central 2013 2013-04-24 /pmc/articles/PMC4054094/ /pubmed/23618369 http://dx.doi.org/10.1186/gb-2013-14-4-r33 Text en Copyright © 2013 van Heesch et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
van Heesch, Sebastiaan
Mokry, Michal
Boskova, Veronika
Junker, Wade
Mehon, Rajdeep
Toonen, Pim
de Bruijn, Ewart
Shull, James D
Aitman, Timothy J
Cuppen, Edwin
Guryev, Victor
Systematic biases in DNA copy number originate from isolation procedures
title Systematic biases in DNA copy number originate from isolation procedures
title_full Systematic biases in DNA copy number originate from isolation procedures
title_fullStr Systematic biases in DNA copy number originate from isolation procedures
title_full_unstemmed Systematic biases in DNA copy number originate from isolation procedures
title_short Systematic biases in DNA copy number originate from isolation procedures
title_sort systematic biases in dna copy number originate from isolation procedures
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4054094/
https://www.ncbi.nlm.nih.gov/pubmed/23618369
http://dx.doi.org/10.1186/gb-2013-14-4-r33
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