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Implementation of Nanopore sequencing as a pragmatic workflow for copy number variant confirmation in the clinic

BACKGROUND: Diagnosis of rare genetic diseases can be a long, expensive and complex process, involving an array of tests in the hope of obtaining an actionable result. Long-read sequencing platforms offer the opportunity to make definitive molecular diagnoses using a single assay capable of detectin...

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Autores principales: Greer, Stephanie U., Botello, Jacquelin, Hongo, Donna, Levy, Brynn, Shah, Premal, Rabinowitz, Matthew, Miller, Danny E., Im, Kate, Kumar, Akash
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10257846/
https://www.ncbi.nlm.nih.gov/pubmed/37301971
http://dx.doi.org/10.1186/s12967-023-04243-y
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author Greer, Stephanie U.
Botello, Jacquelin
Hongo, Donna
Levy, Brynn
Shah, Premal
Rabinowitz, Matthew
Miller, Danny E.
Im, Kate
Kumar, Akash
author_facet Greer, Stephanie U.
Botello, Jacquelin
Hongo, Donna
Levy, Brynn
Shah, Premal
Rabinowitz, Matthew
Miller, Danny E.
Im, Kate
Kumar, Akash
author_sort Greer, Stephanie U.
collection PubMed
description BACKGROUND: Diagnosis of rare genetic diseases can be a long, expensive and complex process, involving an array of tests in the hope of obtaining an actionable result. Long-read sequencing platforms offer the opportunity to make definitive molecular diagnoses using a single assay capable of detecting variants, characterizing methylation patterns, resolving complex rearrangements, and assigning findings to long-range haplotypes. Here, we demonstrate the clinical utility of Nanopore long-read sequencing by validating a confirmatory test for copy number variants (CNVs) in neurodevelopmental disorders and illustrate the broader applications of this platform to assess genomic features with significant clinical implications. METHODS: We used adaptive sampling on the Oxford Nanopore platform to sequence 25 genomic DNA samples and 5 blood samples collected from patients with known or false-positive copy number changes originally detected using short-read sequencing. Across the 30 samples (a total of 50 with replicates), we assayed 35 known unique CNVs (a total of 55 with replicates) and one false-positive CNV, ranging in size from 40 kb to 155 Mb, and assessed the presence or absence of suspected CNVs using normalized read depth. RESULTS: Across 50 samples (including replicates) sequenced on individual MinION flow cells, we achieved an average on-target mean depth of 9.5X and an average on-target read length of 4805 bp. Using a custom read depth-based analysis, we successfully confirmed the presence of all 55 known CNVs (including replicates) and the absence of one false-positive CNV. Using the same CNV-targeted data, we compared genotypes of single nucleotide variant loci to verify that no sample mix-ups occurred between assays. For one case, we also used methylation detection and phasing to investigate the parental origin of a 15q11.2-q13 duplication with implications for clinical prognosis. CONCLUSIONS: We present an assay that efficiently targets genomic regions to confirm clinically relevant CNVs with a concordance rate of 100%. Furthermore, we demonstrate how integration of genotype, methylation, and phasing data from the Nanopore sequencing platform can potentially simplify and shorten the diagnostic odyssey. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-04243-y.
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spelling pubmed-102578462023-06-12 Implementation of Nanopore sequencing as a pragmatic workflow for copy number variant confirmation in the clinic Greer, Stephanie U. Botello, Jacquelin Hongo, Donna Levy, Brynn Shah, Premal Rabinowitz, Matthew Miller, Danny E. Im, Kate Kumar, Akash J Transl Med Research BACKGROUND: Diagnosis of rare genetic diseases can be a long, expensive and complex process, involving an array of tests in the hope of obtaining an actionable result. Long-read sequencing platforms offer the opportunity to make definitive molecular diagnoses using a single assay capable of detecting variants, characterizing methylation patterns, resolving complex rearrangements, and assigning findings to long-range haplotypes. Here, we demonstrate the clinical utility of Nanopore long-read sequencing by validating a confirmatory test for copy number variants (CNVs) in neurodevelopmental disorders and illustrate the broader applications of this platform to assess genomic features with significant clinical implications. METHODS: We used adaptive sampling on the Oxford Nanopore platform to sequence 25 genomic DNA samples and 5 blood samples collected from patients with known or false-positive copy number changes originally detected using short-read sequencing. Across the 30 samples (a total of 50 with replicates), we assayed 35 known unique CNVs (a total of 55 with replicates) and one false-positive CNV, ranging in size from 40 kb to 155 Mb, and assessed the presence or absence of suspected CNVs using normalized read depth. RESULTS: Across 50 samples (including replicates) sequenced on individual MinION flow cells, we achieved an average on-target mean depth of 9.5X and an average on-target read length of 4805 bp. Using a custom read depth-based analysis, we successfully confirmed the presence of all 55 known CNVs (including replicates) and the absence of one false-positive CNV. Using the same CNV-targeted data, we compared genotypes of single nucleotide variant loci to verify that no sample mix-ups occurred between assays. For one case, we also used methylation detection and phasing to investigate the parental origin of a 15q11.2-q13 duplication with implications for clinical prognosis. CONCLUSIONS: We present an assay that efficiently targets genomic regions to confirm clinically relevant CNVs with a concordance rate of 100%. Furthermore, we demonstrate how integration of genotype, methylation, and phasing data from the Nanopore sequencing platform can potentially simplify and shorten the diagnostic odyssey. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-04243-y. BioMed Central 2023-06-10 /pmc/articles/PMC10257846/ /pubmed/37301971 http://dx.doi.org/10.1186/s12967-023-04243-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Greer, Stephanie U.
Botello, Jacquelin
Hongo, Donna
Levy, Brynn
Shah, Premal
Rabinowitz, Matthew
Miller, Danny E.
Im, Kate
Kumar, Akash
Implementation of Nanopore sequencing as a pragmatic workflow for copy number variant confirmation in the clinic
title Implementation of Nanopore sequencing as a pragmatic workflow for copy number variant confirmation in the clinic
title_full Implementation of Nanopore sequencing as a pragmatic workflow for copy number variant confirmation in the clinic
title_fullStr Implementation of Nanopore sequencing as a pragmatic workflow for copy number variant confirmation in the clinic
title_full_unstemmed Implementation of Nanopore sequencing as a pragmatic workflow for copy number variant confirmation in the clinic
title_short Implementation of Nanopore sequencing as a pragmatic workflow for copy number variant confirmation in the clinic
title_sort implementation of nanopore sequencing as a pragmatic workflow for copy number variant confirmation in the clinic
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10257846/
https://www.ncbi.nlm.nih.gov/pubmed/37301971
http://dx.doi.org/10.1186/s12967-023-04243-y
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