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...
Autores principales: | , , , , , , , , , , |
---|---|
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 |