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VPOT: A Customizable Variant Prioritization Ordering Tool for Annotated Variants
Next-generation sequencing (NGS) technologies generate thousands to millions of genetic variants per sample. Identification of potential disease-causal variants is labor intensive as it relies on filtering using various annotation metrics and consideration of multiple pathogenicity prediction scores...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7056850/ https://www.ncbi.nlm.nih.gov/pubmed/31765830 http://dx.doi.org/10.1016/j.gpb.2019.11.001 |
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author | Ip, Eddie Chapman, Gavin Winlaw, David Dunwoodie, Sally L. Giannoulatou, Eleni |
author_facet | Ip, Eddie Chapman, Gavin Winlaw, David Dunwoodie, Sally L. Giannoulatou, Eleni |
author_sort | Ip, Eddie |
collection | PubMed |
description | Next-generation sequencing (NGS) technologies generate thousands to millions of genetic variants per sample. Identification of potential disease-causal variants is labor intensive as it relies on filtering using various annotation metrics and consideration of multiple pathogenicity prediction scores. We have developed VPOT (variant prioritization ordering tool), a python-based command line tool that allows researchers to create a single fully customizable pathogenicity ranking score from any number of annotation values, each with a user-defined weighting. The use of VPOT can be informative when analyzing entire cohorts, as variants in a cohort can be prioritized. VPOT also provides additional functions to allow variant filtering based on a candidate gene list or by affected status in a family pedigree. VPOT outperforms similar tools in terms of efficacy, flexibility, scalability, and computational performance. VPOT is freely available for public use at GitHub (https://github.com/VCCRI/VPOT/). Documentation for installation along with a user tutorial, a default parameter file, and test data are provided. |
format | Online Article Text |
id | pubmed-7056850 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-70568502020-03-09 VPOT: A Customizable Variant Prioritization Ordering Tool for Annotated Variants Ip, Eddie Chapman, Gavin Winlaw, David Dunwoodie, Sally L. Giannoulatou, Eleni Genomics Proteomics Bioinformatics Application Note Next-generation sequencing (NGS) technologies generate thousands to millions of genetic variants per sample. Identification of potential disease-causal variants is labor intensive as it relies on filtering using various annotation metrics and consideration of multiple pathogenicity prediction scores. We have developed VPOT (variant prioritization ordering tool), a python-based command line tool that allows researchers to create a single fully customizable pathogenicity ranking score from any number of annotation values, each with a user-defined weighting. The use of VPOT can be informative when analyzing entire cohorts, as variants in a cohort can be prioritized. VPOT also provides additional functions to allow variant filtering based on a candidate gene list or by affected status in a family pedigree. VPOT outperforms similar tools in terms of efficacy, flexibility, scalability, and computational performance. VPOT is freely available for public use at GitHub (https://github.com/VCCRI/VPOT/). Documentation for installation along with a user tutorial, a default parameter file, and test data are provided. Elsevier 2019-10 2019-11-22 /pmc/articles/PMC7056850/ /pubmed/31765830 http://dx.doi.org/10.1016/j.gpb.2019.11.001 Text en © 2019 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Application Note Ip, Eddie Chapman, Gavin Winlaw, David Dunwoodie, Sally L. Giannoulatou, Eleni VPOT: A Customizable Variant Prioritization Ordering Tool for Annotated Variants |
title | VPOT: A Customizable Variant Prioritization Ordering Tool for Annotated Variants |
title_full | VPOT: A Customizable Variant Prioritization Ordering Tool for Annotated Variants |
title_fullStr | VPOT: A Customizable Variant Prioritization Ordering Tool for Annotated Variants |
title_full_unstemmed | VPOT: A Customizable Variant Prioritization Ordering Tool for Annotated Variants |
title_short | VPOT: A Customizable Variant Prioritization Ordering Tool for Annotated Variants |
title_sort | vpot: a customizable variant prioritization ordering tool for annotated variants |
topic | Application Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7056850/ https://www.ncbi.nlm.nih.gov/pubmed/31765830 http://dx.doi.org/10.1016/j.gpb.2019.11.001 |
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