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Identifying microbial species by single-molecule DNA optical mapping and resampling statistics

Single-molecule DNA mapping has the potential to serve as a powerful complement to high-throughput sequencing in metagenomic analysis. Offering longer read lengths and forgoing the need for complex library preparation and amplification, mapping stands to provide an unbiased view into the composition...

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Autores principales: Bouwens, Arno, Deen, Jochem, Vitale, Raffaele, D’Huys, Laurens, Goyvaerts, Vince, Descloux, Adrien, Borrenberghs, Doortje, Grussmayer, Kristin, Lukes, Tomas, Camacho, Rafael, Su, Jia, Ruckebusch, Cyril, Lasser, Theo, Van De Ville, Dimitri, Hofkens, Johan, Radenovic, Aleksandra, Frans Janssen, Kris Pieter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7671359/
https://www.ncbi.nlm.nih.gov/pubmed/33575560
http://dx.doi.org/10.1093/nargab/lqz007
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author Bouwens, Arno
Deen, Jochem
Vitale, Raffaele
D’Huys, Laurens
Goyvaerts, Vince
Descloux, Adrien
Borrenberghs, Doortje
Grussmayer, Kristin
Lukes, Tomas
Camacho, Rafael
Su, Jia
Ruckebusch, Cyril
Lasser, Theo
Van De Ville, Dimitri
Hofkens, Johan
Radenovic, Aleksandra
Frans Janssen, Kris Pieter
author_facet Bouwens, Arno
Deen, Jochem
Vitale, Raffaele
D’Huys, Laurens
Goyvaerts, Vince
Descloux, Adrien
Borrenberghs, Doortje
Grussmayer, Kristin
Lukes, Tomas
Camacho, Rafael
Su, Jia
Ruckebusch, Cyril
Lasser, Theo
Van De Ville, Dimitri
Hofkens, Johan
Radenovic, Aleksandra
Frans Janssen, Kris Pieter
author_sort Bouwens, Arno
collection PubMed
description Single-molecule DNA mapping has the potential to serve as a powerful complement to high-throughput sequencing in metagenomic analysis. Offering longer read lengths and forgoing the need for complex library preparation and amplification, mapping stands to provide an unbiased view into the composition of complex viromes and/or microbiomes. To fully enable mapping-based metagenomics, sensitivity and specificity of DNA map analysis and identification need to be improved. Using detailed simulations and experimental data, we first demonstrate how fluorescence imaging of surface stretched, sequence specifically labeled DNA fragments can yield highly sensitive identification of targets. Second, a new analysis technique is introduced to increase specificity of the analysis, allowing even closely related species to be resolved. Third, we show how an increase in resolution improves sensitivity. Finally, we demonstrate that these methods are capable of identifying species with long genomes such as bacteria with high sensitivity.
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spelling pubmed-76713592021-02-10 Identifying microbial species by single-molecule DNA optical mapping and resampling statistics Bouwens, Arno Deen, Jochem Vitale, Raffaele D’Huys, Laurens Goyvaerts, Vince Descloux, Adrien Borrenberghs, Doortje Grussmayer, Kristin Lukes, Tomas Camacho, Rafael Su, Jia Ruckebusch, Cyril Lasser, Theo Van De Ville, Dimitri Hofkens, Johan Radenovic, Aleksandra Frans Janssen, Kris Pieter NAR Genom Bioinform Methods Article Single-molecule DNA mapping has the potential to serve as a powerful complement to high-throughput sequencing in metagenomic analysis. Offering longer read lengths and forgoing the need for complex library preparation and amplification, mapping stands to provide an unbiased view into the composition of complex viromes and/or microbiomes. To fully enable mapping-based metagenomics, sensitivity and specificity of DNA map analysis and identification need to be improved. Using detailed simulations and experimental data, we first demonstrate how fluorescence imaging of surface stretched, sequence specifically labeled DNA fragments can yield highly sensitive identification of targets. Second, a new analysis technique is introduced to increase specificity of the analysis, allowing even closely related species to be resolved. Third, we show how an increase in resolution improves sensitivity. Finally, we demonstrate that these methods are capable of identifying species with long genomes such as bacteria with high sensitivity. Oxford University Press 2019-10-05 /pmc/articles/PMC7671359/ /pubmed/33575560 http://dx.doi.org/10.1093/nargab/lqz007 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Methods Article
Bouwens, Arno
Deen, Jochem
Vitale, Raffaele
D’Huys, Laurens
Goyvaerts, Vince
Descloux, Adrien
Borrenberghs, Doortje
Grussmayer, Kristin
Lukes, Tomas
Camacho, Rafael
Su, Jia
Ruckebusch, Cyril
Lasser, Theo
Van De Ville, Dimitri
Hofkens, Johan
Radenovic, Aleksandra
Frans Janssen, Kris Pieter
Identifying microbial species by single-molecule DNA optical mapping and resampling statistics
title Identifying microbial species by single-molecule DNA optical mapping and resampling statistics
title_full Identifying microbial species by single-molecule DNA optical mapping and resampling statistics
title_fullStr Identifying microbial species by single-molecule DNA optical mapping and resampling statistics
title_full_unstemmed Identifying microbial species by single-molecule DNA optical mapping and resampling statistics
title_short Identifying microbial species by single-molecule DNA optical mapping and resampling statistics
title_sort identifying microbial species by single-molecule dna optical mapping and resampling statistics
topic Methods Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7671359/
https://www.ncbi.nlm.nih.gov/pubmed/33575560
http://dx.doi.org/10.1093/nargab/lqz007
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