Cargando…
Precise and Cost-Effective Nanopore Sequencing for Post-GWAS Fine-Mapping and Causal Variant Identification
Fine-mapping of interesting loci discovered by genome-wide association study (GWAS) is mandatory to pinpoint causal variants. Traditionally, this fine-mapping is completed through increasing the genotyping density at candidate loci, for which imputation is the current standard approach. Although imp...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7096756/ https://www.ncbi.nlm.nih.gov/pubmed/32203907 http://dx.doi.org/10.1016/j.isci.2020.100971 |
_version_ | 1783510904466309120 |
---|---|
author | Magdy, Tarek Kuo, Hui–Hsuan Burridge, Paul W. |
author_facet | Magdy, Tarek Kuo, Hui–Hsuan Burridge, Paul W. |
author_sort | Magdy, Tarek |
collection | PubMed |
description | Fine-mapping of interesting loci discovered by genome-wide association study (GWAS) is mandatory to pinpoint causal variants. Traditionally, this fine-mapping is completed through increasing the genotyping density at candidate loci, for which imputation is the current standard approach. Although imputation is a useful technique, it has a number of limitations that impede accuracy. In this work, we describe the development of a precise and cost-effective Nanopore sequencing-based pipeline that provides comprehensive and accurate information at candidate loci to identify potential causal single-nucleotide polymorphisms (SNPs). We demonstrate the utility of this technique via the fine-mapping of a GWAS positive hit comprising a synonymous SNP that is associated with doxorubicin-induced cardiotoxicity. In this work, we provide a proof of principle for the application of Nanopore sequencing in post-GWAS fine-mapping and pinpointing of potential causal SNPs with a minimal cost of just ~$10/100 kb/sample. |
format | Online Article Text |
id | pubmed-7096756 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-70967562020-03-31 Precise and Cost-Effective Nanopore Sequencing for Post-GWAS Fine-Mapping and Causal Variant Identification Magdy, Tarek Kuo, Hui–Hsuan Burridge, Paul W. iScience Article Fine-mapping of interesting loci discovered by genome-wide association study (GWAS) is mandatory to pinpoint causal variants. Traditionally, this fine-mapping is completed through increasing the genotyping density at candidate loci, for which imputation is the current standard approach. Although imputation is a useful technique, it has a number of limitations that impede accuracy. In this work, we describe the development of a precise and cost-effective Nanopore sequencing-based pipeline that provides comprehensive and accurate information at candidate loci to identify potential causal single-nucleotide polymorphisms (SNPs). We demonstrate the utility of this technique via the fine-mapping of a GWAS positive hit comprising a synonymous SNP that is associated with doxorubicin-induced cardiotoxicity. In this work, we provide a proof of principle for the application of Nanopore sequencing in post-GWAS fine-mapping and pinpointing of potential causal SNPs with a minimal cost of just ~$10/100 kb/sample. Elsevier 2020-03-09 /pmc/articles/PMC7096756/ /pubmed/32203907 http://dx.doi.org/10.1016/j.isci.2020.100971 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Magdy, Tarek Kuo, Hui–Hsuan Burridge, Paul W. Precise and Cost-Effective Nanopore Sequencing for Post-GWAS Fine-Mapping and Causal Variant Identification |
title | Precise and Cost-Effective Nanopore Sequencing for Post-GWAS Fine-Mapping and Causal Variant Identification |
title_full | Precise and Cost-Effective Nanopore Sequencing for Post-GWAS Fine-Mapping and Causal Variant Identification |
title_fullStr | Precise and Cost-Effective Nanopore Sequencing for Post-GWAS Fine-Mapping and Causal Variant Identification |
title_full_unstemmed | Precise and Cost-Effective Nanopore Sequencing for Post-GWAS Fine-Mapping and Causal Variant Identification |
title_short | Precise and Cost-Effective Nanopore Sequencing for Post-GWAS Fine-Mapping and Causal Variant Identification |
title_sort | precise and cost-effective nanopore sequencing for post-gwas fine-mapping and causal variant identification |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7096756/ https://www.ncbi.nlm.nih.gov/pubmed/32203907 http://dx.doi.org/10.1016/j.isci.2020.100971 |
work_keys_str_mv | AT magdytarek preciseandcosteffectivenanoporesequencingforpostgwasfinemappingandcausalvariantidentification AT kuohuihsuan preciseandcosteffectivenanoporesequencingforpostgwasfinemappingandcausalvariantidentification AT burridgepaulw preciseandcosteffectivenanoporesequencingforpostgwasfinemappingandcausalvariantidentification |