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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:...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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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 |
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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 |
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