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A community-based resource for automatic exome variant-calling and annotation in Mendelian disorders
BACKGROUND: Mendelian disorders are mostly caused by single mutations in the DNA sequence of a gene, leading to a phenotype with pathologic consequences. Whole Exome Sequencing of patients can be a cost-effective alternative to standard genetic screenings to find causative mutations of genetic disea...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4083405/ https://www.ncbi.nlm.nih.gov/pubmed/25078076 http://dx.doi.org/10.1186/1471-2164-15-S3-S5 |
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author | Mutarelli, Margherita Marwah, Veer Singh Rispoli, Rossella Carrella, Diego Dharmalingam, Gopuraja Oliva, Gennaro di Bernardo, Diego |
author_facet | Mutarelli, Margherita Marwah, Veer Singh Rispoli, Rossella Carrella, Diego Dharmalingam, Gopuraja Oliva, Gennaro di Bernardo, Diego |
author_sort | Mutarelli, Margherita |
collection | PubMed |
description | BACKGROUND: Mendelian disorders are mostly caused by single mutations in the DNA sequence of a gene, leading to a phenotype with pathologic consequences. Whole Exome Sequencing of patients can be a cost-effective alternative to standard genetic screenings to find causative mutations of genetic diseases, especially when the number of cases is limited. Analyzing exome sequencing data requires specific expertise, high computational resources and a reference variant database to identify pathogenic variants. RESULTS: We developed a database of variations collected from patients with Mendelian disorders, which is automatically populated thanks to an associated exome-sequencing pipeline. The pipeline is able to automatically identify, annotate and store insertions, deletions and mutations in the database. The resource is freely available online http://exome.tigem.it. The exome sequencing pipeline automates the analysis workflow (quality control and read trimming, mapping on reference genome, post-alignment processing, variation calling and annotation) using state-of-the-art software tools. The exome-sequencing pipeline has been designed to run on a computing cluster in order to analyse several samples simultaneously. The detected variants are annotated by the pipeline not only with the standard variant annotations (e.g. allele frequency in the general population, the predicted effect on gene product activity, etc.) but, more importantly, with allele frequencies across samples progressively collected in the database itself, stratified by Mendelian disorder. CONCLUSIONS: We aim at providing a resource for the genetic disease community to automatically analyse whole exome-sequencing samples with a standard and uniform analysis pipeline, thus collecting variant allele frequencies by disorder. This resource may become a valuable tool to help dissecting the genotype underlying the disease phenotype through an improved selection of putative patient-specific causative or phenotype-associated variations. |
format | Online Article Text |
id | pubmed-4083405 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40834052014-07-18 A community-based resource for automatic exome variant-calling and annotation in Mendelian disorders Mutarelli, Margherita Marwah, Veer Singh Rispoli, Rossella Carrella, Diego Dharmalingam, Gopuraja Oliva, Gennaro di Bernardo, Diego BMC Genomics Research BACKGROUND: Mendelian disorders are mostly caused by single mutations in the DNA sequence of a gene, leading to a phenotype with pathologic consequences. Whole Exome Sequencing of patients can be a cost-effective alternative to standard genetic screenings to find causative mutations of genetic diseases, especially when the number of cases is limited. Analyzing exome sequencing data requires specific expertise, high computational resources and a reference variant database to identify pathogenic variants. RESULTS: We developed a database of variations collected from patients with Mendelian disorders, which is automatically populated thanks to an associated exome-sequencing pipeline. The pipeline is able to automatically identify, annotate and store insertions, deletions and mutations in the database. The resource is freely available online http://exome.tigem.it. The exome sequencing pipeline automates the analysis workflow (quality control and read trimming, mapping on reference genome, post-alignment processing, variation calling and annotation) using state-of-the-art software tools. The exome-sequencing pipeline has been designed to run on a computing cluster in order to analyse several samples simultaneously. The detected variants are annotated by the pipeline not only with the standard variant annotations (e.g. allele frequency in the general population, the predicted effect on gene product activity, etc.) but, more importantly, with allele frequencies across samples progressively collected in the database itself, stratified by Mendelian disorder. CONCLUSIONS: We aim at providing a resource for the genetic disease community to automatically analyse whole exome-sequencing samples with a standard and uniform analysis pipeline, thus collecting variant allele frequencies by disorder. This resource may become a valuable tool to help dissecting the genotype underlying the disease phenotype through an improved selection of putative patient-specific causative or phenotype-associated variations. BioMed Central 2014-05-06 /pmc/articles/PMC4083405/ /pubmed/25078076 http://dx.doi.org/10.1186/1471-2164-15-S3-S5 Text en Copyright © 2014 Mutarelli et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Mutarelli, Margherita Marwah, Veer Singh Rispoli, Rossella Carrella, Diego Dharmalingam, Gopuraja Oliva, Gennaro di Bernardo, Diego A community-based resource for automatic exome variant-calling and annotation in Mendelian disorders |
title | A community-based resource for automatic exome variant-calling and annotation in Mendelian disorders |
title_full | A community-based resource for automatic exome variant-calling and annotation in Mendelian disorders |
title_fullStr | A community-based resource for automatic exome variant-calling and annotation in Mendelian disorders |
title_full_unstemmed | A community-based resource for automatic exome variant-calling and annotation in Mendelian disorders |
title_short | A community-based resource for automatic exome variant-calling and annotation in Mendelian disorders |
title_sort | community-based resource for automatic exome variant-calling and annotation in mendelian disorders |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4083405/ https://www.ncbi.nlm.nih.gov/pubmed/25078076 http://dx.doi.org/10.1186/1471-2164-15-S3-S5 |
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