Cargando…

A customized scaffolds approach for the detection and phasing of complex variants by next-generation sequencing

Next-generation sequencing (NGS) is widely used in genetic testing for the highly sensitive detection of single nucleotide changes and small insertions or deletions. However, detection and phasing of structural variants, especially in repetitive or homologous regions, can be problematic due to uneve...

Descripción completa

Detalles Bibliográficos
Autores principales: Zeng, Qiandong, Leach, Natalia T., Zhou, Zhaoqing, Zhu, Hui, Smith, Jean A., Rosenblum, Lynne S., Kenyon, Angela, Heim, Ruth A., Eisenberg, Marcia, Letovsky, Stanley, Okamoto, Patricia M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7490669/
https://www.ncbi.nlm.nih.gov/pubmed/32929119
http://dx.doi.org/10.1038/s41598-020-71471-3
_version_ 1783582076261367808
author Zeng, Qiandong
Leach, Natalia T.
Zhou, Zhaoqing
Zhu, Hui
Smith, Jean A.
Rosenblum, Lynne S.
Kenyon, Angela
Heim, Ruth A.
Eisenberg, Marcia
Letovsky, Stanley
Okamoto, Patricia M.
author_facet Zeng, Qiandong
Leach, Natalia T.
Zhou, Zhaoqing
Zhu, Hui
Smith, Jean A.
Rosenblum, Lynne S.
Kenyon, Angela
Heim, Ruth A.
Eisenberg, Marcia
Letovsky, Stanley
Okamoto, Patricia M.
author_sort Zeng, Qiandong
collection PubMed
description Next-generation sequencing (NGS) is widely used in genetic testing for the highly sensitive detection of single nucleotide changes and small insertions or deletions. However, detection and phasing of structural variants, especially in repetitive or homologous regions, can be problematic due to uneven read coverage or genome reference bias, resulting in false calls. To circumvent this challenge, a computational approach utilizing customized scaffolds as supplementary reference sequences for read alignment was developed, and its effectiveness demonstrated with two CBS gene variants: NM_000071.2:c.833T>C and NM_000071.2:c.[833T>C; 844_845ins68]. Variant c.833T>C is a known causative mutation for homocystinuria, but is not pathogenic when in cis with the insertion, c.844_845ins68, because of alternative splicing. Using simulated reads, the custom scaffolds method resolved all possible combinations with 100% accuracy and, based on > 60,000 clinical specimens, exceeded the performance of current approaches that only align reads to GRCh37/hg19 for the detection of c.833T>C alone or in cis with c.844_845ins68. Furthermore, analysis of two 1000 Genomes Project trios revealed that the c.[833T>C; 844_845ins68] complex variant had previously been undetected in these datasets, likely due to the alignment method used. This approach can be configured for existing workflows to detect other challenging and potentially underrepresented variants, thereby augmenting accurate variant calling in clinical NGS testing.
format Online
Article
Text
id pubmed-7490669
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-74906692020-09-16 A customized scaffolds approach for the detection and phasing of complex variants by next-generation sequencing Zeng, Qiandong Leach, Natalia T. Zhou, Zhaoqing Zhu, Hui Smith, Jean A. Rosenblum, Lynne S. Kenyon, Angela Heim, Ruth A. Eisenberg, Marcia Letovsky, Stanley Okamoto, Patricia M. Sci Rep Article Next-generation sequencing (NGS) is widely used in genetic testing for the highly sensitive detection of single nucleotide changes and small insertions or deletions. However, detection and phasing of structural variants, especially in repetitive or homologous regions, can be problematic due to uneven read coverage or genome reference bias, resulting in false calls. To circumvent this challenge, a computational approach utilizing customized scaffolds as supplementary reference sequences for read alignment was developed, and its effectiveness demonstrated with two CBS gene variants: NM_000071.2:c.833T>C and NM_000071.2:c.[833T>C; 844_845ins68]. Variant c.833T>C is a known causative mutation for homocystinuria, but is not pathogenic when in cis with the insertion, c.844_845ins68, because of alternative splicing. Using simulated reads, the custom scaffolds method resolved all possible combinations with 100% accuracy and, based on > 60,000 clinical specimens, exceeded the performance of current approaches that only align reads to GRCh37/hg19 for the detection of c.833T>C alone or in cis with c.844_845ins68. Furthermore, analysis of two 1000 Genomes Project trios revealed that the c.[833T>C; 844_845ins68] complex variant had previously been undetected in these datasets, likely due to the alignment method used. This approach can be configured for existing workflows to detect other challenging and potentially underrepresented variants, thereby augmenting accurate variant calling in clinical NGS testing. Nature Publishing Group UK 2020-09-14 /pmc/articles/PMC7490669/ /pubmed/32929119 http://dx.doi.org/10.1038/s41598-020-71471-3 Text en © The Author(s) 2020 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/.
spellingShingle Article
Zeng, Qiandong
Leach, Natalia T.
Zhou, Zhaoqing
Zhu, Hui
Smith, Jean A.
Rosenblum, Lynne S.
Kenyon, Angela
Heim, Ruth A.
Eisenberg, Marcia
Letovsky, Stanley
Okamoto, Patricia M.
A customized scaffolds approach for the detection and phasing of complex variants by next-generation sequencing
title A customized scaffolds approach for the detection and phasing of complex variants by next-generation sequencing
title_full A customized scaffolds approach for the detection and phasing of complex variants by next-generation sequencing
title_fullStr A customized scaffolds approach for the detection and phasing of complex variants by next-generation sequencing
title_full_unstemmed A customized scaffolds approach for the detection and phasing of complex variants by next-generation sequencing
title_short A customized scaffolds approach for the detection and phasing of complex variants by next-generation sequencing
title_sort customized scaffolds approach for the detection and phasing of complex variants by next-generation sequencing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7490669/
https://www.ncbi.nlm.nih.gov/pubmed/32929119
http://dx.doi.org/10.1038/s41598-020-71471-3
work_keys_str_mv AT zengqiandong acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT leachnataliat acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT zhouzhaoqing acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT zhuhui acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT smithjeana acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT rosenblumlynnes acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT kenyonangela acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT heimrutha acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT eisenbergmarcia acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT letovskystanley acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT okamotopatriciam acustomizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT zengqiandong customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT leachnataliat customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT zhouzhaoqing customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT zhuhui customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT smithjeana customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT rosenblumlynnes customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT kenyonangela customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT heimrutha customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT eisenbergmarcia customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT letovskystanley customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing
AT okamotopatriciam customizedscaffoldsapproachforthedetectionandphasingofcomplexvariantsbynextgenerationsequencing