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GCAT|Panel, a comprehensive structural variant haplotype map of the Iberian population from high-coverage whole-genome sequencing

The combined analysis of haplotype panels with phenotype clinical cohorts is a common approach to explore the genetic architecture of human diseases. However, genetic studies are mainly based on single nucleotide variants (SNVs) and small insertions and deletions (indels). Here, we contribute to fil...

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Autores principales: Valls-Margarit, Jordi, Galván-Femenía, Iván, Matías-Sánchez, Daniel, Blay, Natalia, Puiggròs, Montserrat, Carreras, Anna, Salvoro, Cecilia, Cortés, Beatriz, Amela, Ramon, Farre, Xavier, Lerga-Jaso, Jon, Puig, Marta, Sánchez-Herrero, Jose Francisco, Moreno, Victor, Perucho, Manuel, Sumoy, Lauro, Armengol, Lluís, Delaneau, Olivier, Cáceres, Mario, de Cid, Rafael, Torrents, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8934637/
https://www.ncbi.nlm.nih.gov/pubmed/35176773
http://dx.doi.org/10.1093/nar/gkac076
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author Valls-Margarit, Jordi
Galván-Femenía, Iván
Matías-Sánchez, Daniel
Blay, Natalia
Puiggròs, Montserrat
Carreras, Anna
Salvoro, Cecilia
Cortés, Beatriz
Amela, Ramon
Farre, Xavier
Lerga-Jaso, Jon
Puig, Marta
Sánchez-Herrero, Jose Francisco
Moreno, Victor
Perucho, Manuel
Sumoy, Lauro
Armengol, Lluís
Delaneau, Olivier
Cáceres, Mario
de Cid, Rafael
Torrents, David
author_facet Valls-Margarit, Jordi
Galván-Femenía, Iván
Matías-Sánchez, Daniel
Blay, Natalia
Puiggròs, Montserrat
Carreras, Anna
Salvoro, Cecilia
Cortés, Beatriz
Amela, Ramon
Farre, Xavier
Lerga-Jaso, Jon
Puig, Marta
Sánchez-Herrero, Jose Francisco
Moreno, Victor
Perucho, Manuel
Sumoy, Lauro
Armengol, Lluís
Delaneau, Olivier
Cáceres, Mario
de Cid, Rafael
Torrents, David
author_sort Valls-Margarit, Jordi
collection PubMed
description The combined analysis of haplotype panels with phenotype clinical cohorts is a common approach to explore the genetic architecture of human diseases. However, genetic studies are mainly based on single nucleotide variants (SNVs) and small insertions and deletions (indels). Here, we contribute to fill this gap by generating a dense haplotype map focused on the identification, characterization, and phasing of structural variants (SVs). By integrating multiple variant identification methods and Logistic Regression Models (LRMs), we present a catalogue of 35 431 441 variants, including 89 178 SVs (≥50 bp), 30 325 064 SNVs and 5 017 199 indels, across 785 Illumina high coverage (30x) whole-genomes from the Iberian GCAT Cohort, containing a median of 3.52M SNVs, 606 336 indels and 6393 SVs per individual. The haplotype panel is able to impute up to 14 360 728 SNVs/indels and 23 179 SVs, showing a 2.7-fold increase for SVs compared with available genetic variation panels. The value of this panel for SVs analysis is shown through an imputed rare Alu element located in a new locus associated with Mononeuritis of lower limb, a rare neuromuscular disease. This study represents the first deep characterization of genetic variation within the Iberian population and the first operational haplotype panel to systematically include the SVs into genome-wide genetic studies.
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spelling pubmed-89346372022-03-21 GCAT|Panel, a comprehensive structural variant haplotype map of the Iberian population from high-coverage whole-genome sequencing Valls-Margarit, Jordi Galván-Femenía, Iván Matías-Sánchez, Daniel Blay, Natalia Puiggròs, Montserrat Carreras, Anna Salvoro, Cecilia Cortés, Beatriz Amela, Ramon Farre, Xavier Lerga-Jaso, Jon Puig, Marta Sánchez-Herrero, Jose Francisco Moreno, Victor Perucho, Manuel Sumoy, Lauro Armengol, Lluís Delaneau, Olivier Cáceres, Mario de Cid, Rafael Torrents, David Nucleic Acids Res Computational Biology The combined analysis of haplotype panels with phenotype clinical cohorts is a common approach to explore the genetic architecture of human diseases. However, genetic studies are mainly based on single nucleotide variants (SNVs) and small insertions and deletions (indels). Here, we contribute to fill this gap by generating a dense haplotype map focused on the identification, characterization, and phasing of structural variants (SVs). By integrating multiple variant identification methods and Logistic Regression Models (LRMs), we present a catalogue of 35 431 441 variants, including 89 178 SVs (≥50 bp), 30 325 064 SNVs and 5 017 199 indels, across 785 Illumina high coverage (30x) whole-genomes from the Iberian GCAT Cohort, containing a median of 3.52M SNVs, 606 336 indels and 6393 SVs per individual. The haplotype panel is able to impute up to 14 360 728 SNVs/indels and 23 179 SVs, showing a 2.7-fold increase for SVs compared with available genetic variation panels. The value of this panel for SVs analysis is shown through an imputed rare Alu element located in a new locus associated with Mononeuritis of lower limb, a rare neuromuscular disease. This study represents the first deep characterization of genetic variation within the Iberian population and the first operational haplotype panel to systematically include the SVs into genome-wide genetic studies. Oxford University Press 2022-02-18 /pmc/articles/PMC8934637/ /pubmed/35176773 http://dx.doi.org/10.1093/nar/gkac076 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Computational Biology
Valls-Margarit, Jordi
Galván-Femenía, Iván
Matías-Sánchez, Daniel
Blay, Natalia
Puiggròs, Montserrat
Carreras, Anna
Salvoro, Cecilia
Cortés, Beatriz
Amela, Ramon
Farre, Xavier
Lerga-Jaso, Jon
Puig, Marta
Sánchez-Herrero, Jose Francisco
Moreno, Victor
Perucho, Manuel
Sumoy, Lauro
Armengol, Lluís
Delaneau, Olivier
Cáceres, Mario
de Cid, Rafael
Torrents, David
GCAT|Panel, a comprehensive structural variant haplotype map of the Iberian population from high-coverage whole-genome sequencing
title GCAT|Panel, a comprehensive structural variant haplotype map of the Iberian population from high-coverage whole-genome sequencing
title_full GCAT|Panel, a comprehensive structural variant haplotype map of the Iberian population from high-coverage whole-genome sequencing
title_fullStr GCAT|Panel, a comprehensive structural variant haplotype map of the Iberian population from high-coverage whole-genome sequencing
title_full_unstemmed GCAT|Panel, a comprehensive structural variant haplotype map of the Iberian population from high-coverage whole-genome sequencing
title_short GCAT|Panel, a comprehensive structural variant haplotype map of the Iberian population from high-coverage whole-genome sequencing
title_sort gcat|panel, a comprehensive structural variant haplotype map of the iberian population from high-coverage whole-genome sequencing
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8934637/
https://www.ncbi.nlm.nih.gov/pubmed/35176773
http://dx.doi.org/10.1093/nar/gkac076
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