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High resolution copy number inference in cancer using short-molecule nanopore sequencing

Genome copy number is an important source of genetic variation in health and disease. In cancer, Copy Number Alterations (CNAs) can be inferred from short-read sequencing data, enabling genomics-based precision oncology. Emerging Nanopore sequencing technologies offer the potential for broader clini...

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Autores principales: Baslan, Timour, Kovaka, Sam, Sedlazeck, Fritz J, Zhang, Yanming, Wappel, Robert, Tian, Sha, Lowe, Scott W, Goodwin, Sara, Schatz, Michael C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643650/
https://www.ncbi.nlm.nih.gov/pubmed/34551429
http://dx.doi.org/10.1093/nar/gkab812
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author Baslan, Timour
Kovaka, Sam
Sedlazeck, Fritz J
Zhang, Yanming
Wappel, Robert
Tian, Sha
Lowe, Scott W
Goodwin, Sara
Schatz, Michael C
author_facet Baslan, Timour
Kovaka, Sam
Sedlazeck, Fritz J
Zhang, Yanming
Wappel, Robert
Tian, Sha
Lowe, Scott W
Goodwin, Sara
Schatz, Michael C
author_sort Baslan, Timour
collection PubMed
description Genome copy number is an important source of genetic variation in health and disease. In cancer, Copy Number Alterations (CNAs) can be inferred from short-read sequencing data, enabling genomics-based precision oncology. Emerging Nanopore sequencing technologies offer the potential for broader clinical utility, for example in smaller hospitals, due to lower instrument cost, higher portability, and ease of use. Nonetheless, Nanopore sequencing devices are limited in the number of retrievable sequencing reads/molecules compared to short-read sequencing platforms, limiting CNA inference accuracy. To address this limitation, we targeted the sequencing of short-length DNA molecules loaded at optimized concentration in an effort to increase sequence read/molecule yield from a single nanopore run. We show that short-molecule nanopore sequencing reproducibly returns high read counts and allows high quality CNA inference. We demonstrate the clinical relevance of this approach by accurately inferring CNAs in acute myeloid leukemia samples. The data shows that, compared to traditional approaches such as chromosome analysis/cytogenetics, short molecule nanopore sequencing returns more sensitive, accurate copy number information in a cost effective and expeditious manner, including for multiplex samples. Our results provide a framework for short-molecule nanopore sequencing with applications in research and medicine, which includes but is not limited to, CNAs.
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spelling pubmed-86436502021-12-06 High resolution copy number inference in cancer using short-molecule nanopore sequencing Baslan, Timour Kovaka, Sam Sedlazeck, Fritz J Zhang, Yanming Wappel, Robert Tian, Sha Lowe, Scott W Goodwin, Sara Schatz, Michael C Nucleic Acids Res Methods Online Genome copy number is an important source of genetic variation in health and disease. In cancer, Copy Number Alterations (CNAs) can be inferred from short-read sequencing data, enabling genomics-based precision oncology. Emerging Nanopore sequencing technologies offer the potential for broader clinical utility, for example in smaller hospitals, due to lower instrument cost, higher portability, and ease of use. Nonetheless, Nanopore sequencing devices are limited in the number of retrievable sequencing reads/molecules compared to short-read sequencing platforms, limiting CNA inference accuracy. To address this limitation, we targeted the sequencing of short-length DNA molecules loaded at optimized concentration in an effort to increase sequence read/molecule yield from a single nanopore run. We show that short-molecule nanopore sequencing reproducibly returns high read counts and allows high quality CNA inference. We demonstrate the clinical relevance of this approach by accurately inferring CNAs in acute myeloid leukemia samples. The data shows that, compared to traditional approaches such as chromosome analysis/cytogenetics, short molecule nanopore sequencing returns more sensitive, accurate copy number information in a cost effective and expeditious manner, including for multiplex samples. Our results provide a framework for short-molecule nanopore sequencing with applications in research and medicine, which includes but is not limited to, CNAs. Oxford University Press 2021-09-22 /pmc/articles/PMC8643650/ /pubmed/34551429 http://dx.doi.org/10.1093/nar/gkab812 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of Nucleic Acids Research. 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 Methods Online
Baslan, Timour
Kovaka, Sam
Sedlazeck, Fritz J
Zhang, Yanming
Wappel, Robert
Tian, Sha
Lowe, Scott W
Goodwin, Sara
Schatz, Michael C
High resolution copy number inference in cancer using short-molecule nanopore sequencing
title High resolution copy number inference in cancer using short-molecule nanopore sequencing
title_full High resolution copy number inference in cancer using short-molecule nanopore sequencing
title_fullStr High resolution copy number inference in cancer using short-molecule nanopore sequencing
title_full_unstemmed High resolution copy number inference in cancer using short-molecule nanopore sequencing
title_short High resolution copy number inference in cancer using short-molecule nanopore sequencing
title_sort high resolution copy number inference in cancer using short-molecule nanopore sequencing
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643650/
https://www.ncbi.nlm.nih.gov/pubmed/34551429
http://dx.doi.org/10.1093/nar/gkab812
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