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Sequence characteristics define trade-offs between on-target and genome-wide off-target hybridization of oligoprobes

Off-target oligoprobe’s interaction with partially complementary nucleotide sequences represents a problem for many bio-techniques. The goal of the study was to identify oligoprobe sequence characteristics that control the ratio between on-target and off-target hybridization. To understand the compl...

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Autores principales: Matveeva, Olga V., Ogurtsov, Aleksey Y., Nazipova, Nafisa N., Shabalina, Svetlana A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6013149/
https://www.ncbi.nlm.nih.gov/pubmed/29928000
http://dx.doi.org/10.1371/journal.pone.0199162
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author Matveeva, Olga V.
Ogurtsov, Aleksey Y.
Nazipova, Nafisa N.
Shabalina, Svetlana A.
author_facet Matveeva, Olga V.
Ogurtsov, Aleksey Y.
Nazipova, Nafisa N.
Shabalina, Svetlana A.
author_sort Matveeva, Olga V.
collection PubMed
description Off-target oligoprobe’s interaction with partially complementary nucleotide sequences represents a problem for many bio-techniques. The goal of the study was to identify oligoprobe sequence characteristics that control the ratio between on-target and off-target hybridization. To understand the complex interplay between specific and genome-wide off-target (cross-hybridization) signals, we analyzed a database derived from genomic comparison hybridization experiments performed with an Affymetrix tiling array. The database included two types of probes with signals derived from (i) a combination of specific signal and cross-hybridization and (ii) genomic cross-hybridization only. All probes from the database were grouped into bins according to their sequence characteristics, where both hybridization signals were averaged separately. For selection of specific probes, we analyzed the following sequence characteristics: vulnerability to self-folding, nucleotide composition bias, numbers of G nucleotides and GGG-blocks, and occurrence of probe’s k-mers in the human genome. Increases in bin ranges for these characteristics are simultaneously accompanied by a decrease in hybridization specificity—the ratio between specific and cross-hybridization signals. However, both averaged hybridization signals exhibit growing trends along with an increase of probes’ binding energy, where the hybridization specific signal increases significantly faster in comparison to the cross-hybridization. The same trend is evident for the S function, which serves as a combined evaluation of probe binding energy and occurrence of probe’s k-mers in the genome. Application of S allows extracting a larger number of specific probes, as compared to using only binding energy. Thus, we showed that high values of specific and cross-hybridization signals are not mutually exclusive for probes with high values of binding energy and S. In this study, the application of a new set of sequence characteristics allows detection of probes that are highly specific to their targets for array design and other bio-techniques that require selection of specific probes.
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spelling pubmed-60131492018-07-06 Sequence characteristics define trade-offs between on-target and genome-wide off-target hybridization of oligoprobes Matveeva, Olga V. Ogurtsov, Aleksey Y. Nazipova, Nafisa N. Shabalina, Svetlana A. PLoS One Research Article Off-target oligoprobe’s interaction with partially complementary nucleotide sequences represents a problem for many bio-techniques. The goal of the study was to identify oligoprobe sequence characteristics that control the ratio between on-target and off-target hybridization. To understand the complex interplay between specific and genome-wide off-target (cross-hybridization) signals, we analyzed a database derived from genomic comparison hybridization experiments performed with an Affymetrix tiling array. The database included two types of probes with signals derived from (i) a combination of specific signal and cross-hybridization and (ii) genomic cross-hybridization only. All probes from the database were grouped into bins according to their sequence characteristics, where both hybridization signals were averaged separately. For selection of specific probes, we analyzed the following sequence characteristics: vulnerability to self-folding, nucleotide composition bias, numbers of G nucleotides and GGG-blocks, and occurrence of probe’s k-mers in the human genome. Increases in bin ranges for these characteristics are simultaneously accompanied by a decrease in hybridization specificity—the ratio between specific and cross-hybridization signals. However, both averaged hybridization signals exhibit growing trends along with an increase of probes’ binding energy, where the hybridization specific signal increases significantly faster in comparison to the cross-hybridization. The same trend is evident for the S function, which serves as a combined evaluation of probe binding energy and occurrence of probe’s k-mers in the genome. Application of S allows extracting a larger number of specific probes, as compared to using only binding energy. Thus, we showed that high values of specific and cross-hybridization signals are not mutually exclusive for probes with high values of binding energy and S. In this study, the application of a new set of sequence characteristics allows detection of probes that are highly specific to their targets for array design and other bio-techniques that require selection of specific probes. Public Library of Science 2018-06-21 /pmc/articles/PMC6013149/ /pubmed/29928000 http://dx.doi.org/10.1371/journal.pone.0199162 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Matveeva, Olga V.
Ogurtsov, Aleksey Y.
Nazipova, Nafisa N.
Shabalina, Svetlana A.
Sequence characteristics define trade-offs between on-target and genome-wide off-target hybridization of oligoprobes
title Sequence characteristics define trade-offs between on-target and genome-wide off-target hybridization of oligoprobes
title_full Sequence characteristics define trade-offs between on-target and genome-wide off-target hybridization of oligoprobes
title_fullStr Sequence characteristics define trade-offs between on-target and genome-wide off-target hybridization of oligoprobes
title_full_unstemmed Sequence characteristics define trade-offs between on-target and genome-wide off-target hybridization of oligoprobes
title_short Sequence characteristics define trade-offs between on-target and genome-wide off-target hybridization of oligoprobes
title_sort sequence characteristics define trade-offs between on-target and genome-wide off-target hybridization of oligoprobes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6013149/
https://www.ncbi.nlm.nih.gov/pubmed/29928000
http://dx.doi.org/10.1371/journal.pone.0199162
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