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Simulating the dynamics of targeted capture sequencing with CapSim

MOTIVATION: Targeted sequencing using capture probes has become increasingly popular in clinical applications due to its scalability and cost-effectiveness. The approach also allows for higher sequencing coverage of the targeted regions resulting in better analysis statistical power. However, becaus...

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Detalles Bibliográficos
Autores principales: Cao, Minh Duc, Ganesamoorthy, Devika, Zhou, Chenxi, Coin, Lachlan J M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6192212/
https://www.ncbi.nlm.nih.gov/pubmed/29092025
http://dx.doi.org/10.1093/bioinformatics/btx691
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author Cao, Minh Duc
Ganesamoorthy, Devika
Zhou, Chenxi
Coin, Lachlan J M
author_facet Cao, Minh Duc
Ganesamoorthy, Devika
Zhou, Chenxi
Coin, Lachlan J M
author_sort Cao, Minh Duc
collection PubMed
description MOTIVATION: Targeted sequencing using capture probes has become increasingly popular in clinical applications due to its scalability and cost-effectiveness. The approach also allows for higher sequencing coverage of the targeted regions resulting in better analysis statistical power. However, because of the dynamics of the hybridization process, it is difficult to evaluate the efficiency of the probe design prior to the experiments which are time consuming and costly. RESULTS: We developed CapSim, a software package for simulation of targeted sequencing. Given a genome sequence and a set of probes, CapSim simulates the fragmentation, the dynamics of probe hybridization and the sequencing of the captured fragments on Illumina and PacBio sequencing platforms. The simulated data can be used for evaluating the performance of the analysis pipeline, as well as the efficiency of the probe design. Parameters of the various stages in the sequencing process can also be evaluated in order to optimize the experiments. AVAILABILITY AND IMPLEMENTATION: CapSim is publicly available under BSD license at https://github.com/Devika1/capsim. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-61922122019-03-01 Simulating the dynamics of targeted capture sequencing with CapSim Cao, Minh Duc Ganesamoorthy, Devika Zhou, Chenxi Coin, Lachlan J M Bioinformatics Applications Notes MOTIVATION: Targeted sequencing using capture probes has become increasingly popular in clinical applications due to its scalability and cost-effectiveness. The approach also allows for higher sequencing coverage of the targeted regions resulting in better analysis statistical power. However, because of the dynamics of the hybridization process, it is difficult to evaluate the efficiency of the probe design prior to the experiments which are time consuming and costly. RESULTS: We developed CapSim, a software package for simulation of targeted sequencing. Given a genome sequence and a set of probes, CapSim simulates the fragmentation, the dynamics of probe hybridization and the sequencing of the captured fragments on Illumina and PacBio sequencing platforms. The simulated data can be used for evaluating the performance of the analysis pipeline, as well as the efficiency of the probe design. Parameters of the various stages in the sequencing process can also be evaluated in order to optimize the experiments. AVAILABILITY AND IMPLEMENTATION: CapSim is publicly available under BSD license at https://github.com/Devika1/capsim. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2018-03-01 2017-10-28 /pmc/articles/PMC6192212/ /pubmed/29092025 http://dx.doi.org/10.1093/bioinformatics/btx691 Text en © The Author 2017. Published by Oxford University Press. All rights reserved. For Permissions, please e-mail: journals.permissions@oup.com https://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
Cao, Minh Duc
Ganesamoorthy, Devika
Zhou, Chenxi
Coin, Lachlan J M
Simulating the dynamics of targeted capture sequencing with CapSim
title Simulating the dynamics of targeted capture sequencing with CapSim
title_full Simulating the dynamics of targeted capture sequencing with CapSim
title_fullStr Simulating the dynamics of targeted capture sequencing with CapSim
title_full_unstemmed Simulating the dynamics of targeted capture sequencing with CapSim
title_short Simulating the dynamics of targeted capture sequencing with CapSim
title_sort simulating the dynamics of targeted capture sequencing with capsim
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6192212/
https://www.ncbi.nlm.nih.gov/pubmed/29092025
http://dx.doi.org/10.1093/bioinformatics/btx691
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