Cargando…

A genome-wide analysis of copy number variation in Murciano-Granadina goats

BACKGROUND: In this work, our aim was to generate a map of the copy number variations (CNV) segregating in a population of Murciano-Granadina goats, the most important dairy breed in Spain, and to ascertain the main biological functions of the genes that map to copy number variable regions. RESULTS:...

Descripción completa

Detalles Bibliográficos
Autores principales: Guan, Dailu, Martínez, Amparo, Castelló, Anna, Landi, Vincenzo, Luigi-Sierra, María Gracia, Fernández-Álvarez, Javier, Cabrera, Betlem, Delgado, Juan Vicente, Such, Xavier, Jordana, Jordi, Amills, Marcel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7414533/
https://www.ncbi.nlm.nih.gov/pubmed/32770942
http://dx.doi.org/10.1186/s12711-020-00564-4
_version_ 1783568986902888448
author Guan, Dailu
Martínez, Amparo
Castelló, Anna
Landi, Vincenzo
Luigi-Sierra, María Gracia
Fernández-Álvarez, Javier
Cabrera, Betlem
Delgado, Juan Vicente
Such, Xavier
Jordana, Jordi
Amills, Marcel
author_facet Guan, Dailu
Martínez, Amparo
Castelló, Anna
Landi, Vincenzo
Luigi-Sierra, María Gracia
Fernández-Álvarez, Javier
Cabrera, Betlem
Delgado, Juan Vicente
Such, Xavier
Jordana, Jordi
Amills, Marcel
author_sort Guan, Dailu
collection PubMed
description BACKGROUND: In this work, our aim was to generate a map of the copy number variations (CNV) segregating in a population of Murciano-Granadina goats, the most important dairy breed in Spain, and to ascertain the main biological functions of the genes that map to copy number variable regions. RESULTS: Using a dataset that comprised 1036 Murciano-Granadina goats genotyped with the Goat SNP50 BeadChip, we were able to detect 4617 and 7750 autosomal CNV with the PennCNV and QuantiSNP software, respectively. By applying the EnsembleCNV algorithm, these CNV were assembled into 1461 CNV regions (CNVR), of which 486 (33.3% of the total CNVR count) were consistently called by PennCNV and QuantiSNP and used in subsequent analyses. In this set of 486 CNVR, we identified 78 gain, 353 loss and 55 gain/loss events. The total length of all the CNVR (95.69 Mb) represented 3.9% of the goat autosomal genome (2466.19 Mb), whereas their size ranged from 2.0 kb to 11.1 Mb, with an average size of 196.89 kb. Functional annotation of the genes that overlapped with the CNVR revealed an enrichment of pathways related with olfactory transduction (fold-enrichment = 2.33, q-value = 1.61 × 10(−10)), ABC transporters (fold-enrichment = 5.27, q-value = 4.27 × 10(−04)) and bile secretion (fold-enrichment = 3.90, q-value = 5.70 × 10(−03)). CONCLUSIONS: A previous study reported that the average number of CNVR per goat breed was ~ 20 (978 CNVR/50 breeds), which is much smaller than the number we found here (486 CNVR). We attribute this difference to the fact that the previous study included multiple caprine breeds that were represented by small to moderate numbers of individuals. Given the low frequencies of CNV (in our study, the average frequency of CNV is 1.44%), such a design would probably underestimate the levels of the diversity of CNV at the within-breed level. We also observed that functions related with sensory perception, metabolism and embryo development are overrepresented in the set of genes that overlapped with CNV, and that these loci often belong to large multigene families with tens, hundreds or thousands of paralogous members, a feature that could favor the occurrence of duplications or deletions by non-allelic homologous recombination.
format Online
Article
Text
id pubmed-7414533
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-74145332020-08-10 A genome-wide analysis of copy number variation in Murciano-Granadina goats Guan, Dailu Martínez, Amparo Castelló, Anna Landi, Vincenzo Luigi-Sierra, María Gracia Fernández-Álvarez, Javier Cabrera, Betlem Delgado, Juan Vicente Such, Xavier Jordana, Jordi Amills, Marcel Genet Sel Evol Research Article BACKGROUND: In this work, our aim was to generate a map of the copy number variations (CNV) segregating in a population of Murciano-Granadina goats, the most important dairy breed in Spain, and to ascertain the main biological functions of the genes that map to copy number variable regions. RESULTS: Using a dataset that comprised 1036 Murciano-Granadina goats genotyped with the Goat SNP50 BeadChip, we were able to detect 4617 and 7750 autosomal CNV with the PennCNV and QuantiSNP software, respectively. By applying the EnsembleCNV algorithm, these CNV were assembled into 1461 CNV regions (CNVR), of which 486 (33.3% of the total CNVR count) were consistently called by PennCNV and QuantiSNP and used in subsequent analyses. In this set of 486 CNVR, we identified 78 gain, 353 loss and 55 gain/loss events. The total length of all the CNVR (95.69 Mb) represented 3.9% of the goat autosomal genome (2466.19 Mb), whereas their size ranged from 2.0 kb to 11.1 Mb, with an average size of 196.89 kb. Functional annotation of the genes that overlapped with the CNVR revealed an enrichment of pathways related with olfactory transduction (fold-enrichment = 2.33, q-value = 1.61 × 10(−10)), ABC transporters (fold-enrichment = 5.27, q-value = 4.27 × 10(−04)) and bile secretion (fold-enrichment = 3.90, q-value = 5.70 × 10(−03)). CONCLUSIONS: A previous study reported that the average number of CNVR per goat breed was ~ 20 (978 CNVR/50 breeds), which is much smaller than the number we found here (486 CNVR). We attribute this difference to the fact that the previous study included multiple caprine breeds that were represented by small to moderate numbers of individuals. Given the low frequencies of CNV (in our study, the average frequency of CNV is 1.44%), such a design would probably underestimate the levels of the diversity of CNV at the within-breed level. We also observed that functions related with sensory perception, metabolism and embryo development are overrepresented in the set of genes that overlapped with CNV, and that these loci often belong to large multigene families with tens, hundreds or thousands of paralogous members, a feature that could favor the occurrence of duplications or deletions by non-allelic homologous recombination. BioMed Central 2020-08-08 /pmc/articles/PMC7414533/ /pubmed/32770942 http://dx.doi.org/10.1186/s12711-020-00564-4 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data.
spellingShingle Research Article
Guan, Dailu
Martínez, Amparo
Castelló, Anna
Landi, Vincenzo
Luigi-Sierra, María Gracia
Fernández-Álvarez, Javier
Cabrera, Betlem
Delgado, Juan Vicente
Such, Xavier
Jordana, Jordi
Amills, Marcel
A genome-wide analysis of copy number variation in Murciano-Granadina goats
title A genome-wide analysis of copy number variation in Murciano-Granadina goats
title_full A genome-wide analysis of copy number variation in Murciano-Granadina goats
title_fullStr A genome-wide analysis of copy number variation in Murciano-Granadina goats
title_full_unstemmed A genome-wide analysis of copy number variation in Murciano-Granadina goats
title_short A genome-wide analysis of copy number variation in Murciano-Granadina goats
title_sort genome-wide analysis of copy number variation in murciano-granadina goats
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7414533/
https://www.ncbi.nlm.nih.gov/pubmed/32770942
http://dx.doi.org/10.1186/s12711-020-00564-4
work_keys_str_mv AT guandailu agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT martinezamparo agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT castelloanna agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT landivincenzo agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT luigisierramariagracia agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT fernandezalvarezjavier agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT cabrerabetlem agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT delgadojuanvicente agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT suchxavier agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT jordanajordi agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT amillsmarcel agenomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT guandailu genomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT martinezamparo genomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT castelloanna genomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT landivincenzo genomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT luigisierramariagracia genomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT fernandezalvarezjavier genomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT cabrerabetlem genomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT delgadojuanvicente genomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT suchxavier genomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT jordanajordi genomewideanalysisofcopynumbervariationinmurcianogranadinagoats
AT amillsmarcel genomewideanalysisofcopynumbervariationinmurcianogranadinagoats