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Functional annotation of genomic variants in studies of late-onset Alzheimer’s disease

MOTIVATION: Annotation of genomic variants is an increasingly important and complex part of the analysis of sequence-based genomic analyses. Computational predictions of variant function are routinely incorporated into gene-based analyses of rare-variants, though to date most studies use limited inf...

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Detalles Bibliográficos
Autores principales: Butkiewicz, Mariusz, Blue, Elizabeth E, Leung, Yuk Yee, Jian, Xueqiu, Marcora, Edoardo, Renton, Alan E, Kuzma, Amanda, Wang, Li-San, Koboldt, Daniel C, Haines, Jonathan L, Bush, William S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6084586/
https://www.ncbi.nlm.nih.gov/pubmed/29590295
http://dx.doi.org/10.1093/bioinformatics/bty177
Descripción
Sumario:MOTIVATION: Annotation of genomic variants is an increasingly important and complex part of the analysis of sequence-based genomic analyses. Computational predictions of variant function are routinely incorporated into gene-based analyses of rare-variants, though to date most studies use limited information for assessing variant function that is often agnostic of the disease being studied. RESULTS: In this work, we outline an annotation process motivated by the Alzheimer’s Disease Sequencing Project, illustrate the impact of including tissue-specific transcript sets and sources of gene regulatory information and assess the potential impact of changing genomic builds on the annotation process. While these factors only impact a small proportion of total variant annotations (∼5%), they influence the potential analysis of a large fraction of genes (∼25%). AVAILABILITY AND IMPLEMENTATION: Individual variant annotations are available via the NIAGADS GenomicsDB, at https://www.niagads.org/genomics/ tools-and-software/databases/genomics-database. Annotations are also available for bulk download at https://www.niagads.org/datasets. Annotation processing software is available at http://www.icompbio.net/resources/software-and-downloads/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.