Genome-wide CNV Mapping in Felis catus Using NGS Data

Copy Number Variations (CNVs) have become promising markers, representing a major source of genomic variation. CNV involvement in phenotypic expression and in different diseases onset have been widely demonstrated in humans as well as in many domestic animals. However, this genomic investigation is...

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Main Authors: Francesca Genova, Maria Longeri, Cristina M Cozzi, Alessandro Bagnato, Maria G Strillacci
Format: Article
Language:English
Published: Università degli Studi di Milano 2018-06-01
Series:International Journal of Health, Animal Science and Food Safety
Subjects:
Online Access:https://riviste.unimi.it/index.php/haf/article/view/10013
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spelling doaj-c32d380e6ab3456eb998bb184c5d5fa82020-11-25T03:42:51ZengUniversità degli Studi di MilanoInternational Journal of Health, Animal Science and Food Safety2283-39272018-06-0151s10.13130/2283-3927/100138724Genome-wide CNV Mapping in Felis catus Using NGS DataFrancesca Genova0Maria Longeri1Cristina M Cozzi2Alessandro Bagnato3Maria G Strillacci4University of MilanUniversity of MilanUniversity of MilanUniversity of MilanUniversity of MilanCopy Number Variations (CNVs) have become promising markers, representing a major source of genomic variation. CNV involvement in phenotypic expression and in different diseases onset have been widely demonstrated in humans as well as in many domestic animals. However, this genomic investigation is still missing in Felis catus. This work is the first CNV mapping from a large data set of Whole Genome Sequencing (WGS) data in the domestic cat. A total of 42 cats of 14 different breeds were sequenced on the Illumina XTen (Washington University-St. Louis) which generated approximately 30-fold genome coverage from 150 paired-end reads (99 Lives Initiative). Maverix Biomics mapped the reads on the v6.2 reference assembly. CNV detection was performed using cn.mops and CNVnator, two Read Depth method software. One cat was excluded as outlier while, on the 41 remaining individuals, 1640 CNVs were detected by both the software and used to obtain 2891 CNVRs with BedTools. CNVRs covered the 0.4% of the total cat genome, with 136 loss, 127 gain and 26 complex detected (Fig. 1). A total of 164 singletons were identified and 9 CNVRs mapped in at least the 50% of the individuals. The number of CNVs in each cat ranged from 12 to 83. The clustering analysis of the detected CNVs was performed with R package “pvclust” and shows that same breed individuals cluster together. This study has led to the genetic characterization of 14 main cat breeds. Further analyses including other breeds and considering the genes located within these regions, could led to better evaluate the relationship between the presence of a specific CNV and a specific breed trait. This study can be considered a starting point for genomic CNV identification in the domestic cat, which could be further developed using the new released Felis catus vs9.0 reference aassembly.https://riviste.unimi.it/index.php/haf/article/view/10013CNV, Domestic cat, Genomic Variability, Whole Genome Sequencing, Structural Variants.
collection DOAJ
language English
format Article
sources DOAJ
author Francesca Genova
Maria Longeri
Cristina M Cozzi
Alessandro Bagnato
Maria G Strillacci
spellingShingle Francesca Genova
Maria Longeri
Cristina M Cozzi
Alessandro Bagnato
Maria G Strillacci
Genome-wide CNV Mapping in Felis catus Using NGS Data
International Journal of Health, Animal Science and Food Safety
CNV, Domestic cat, Genomic Variability, Whole Genome Sequencing, Structural Variants.
author_facet Francesca Genova
Maria Longeri
Cristina M Cozzi
Alessandro Bagnato
Maria G Strillacci
author_sort Francesca Genova
title Genome-wide CNV Mapping in Felis catus Using NGS Data
title_short Genome-wide CNV Mapping in Felis catus Using NGS Data
title_full Genome-wide CNV Mapping in Felis catus Using NGS Data
title_fullStr Genome-wide CNV Mapping in Felis catus Using NGS Data
title_full_unstemmed Genome-wide CNV Mapping in Felis catus Using NGS Data
title_sort genome-wide cnv mapping in felis catus using ngs data
publisher Università degli Studi di Milano
series International Journal of Health, Animal Science and Food Safety
issn 2283-3927
publishDate 2018-06-01
description Copy Number Variations (CNVs) have become promising markers, representing a major source of genomic variation. CNV involvement in phenotypic expression and in different diseases onset have been widely demonstrated in humans as well as in many domestic animals. However, this genomic investigation is still missing in Felis catus. This work is the first CNV mapping from a large data set of Whole Genome Sequencing (WGS) data in the domestic cat. A total of 42 cats of 14 different breeds were sequenced on the Illumina XTen (Washington University-St. Louis) which generated approximately 30-fold genome coverage from 150 paired-end reads (99 Lives Initiative). Maverix Biomics mapped the reads on the v6.2 reference assembly. CNV detection was performed using cn.mops and CNVnator, two Read Depth method software. One cat was excluded as outlier while, on the 41 remaining individuals, 1640 CNVs were detected by both the software and used to obtain 2891 CNVRs with BedTools. CNVRs covered the 0.4% of the total cat genome, with 136 loss, 127 gain and 26 complex detected (Fig. 1). A total of 164 singletons were identified and 9 CNVRs mapped in at least the 50% of the individuals. The number of CNVs in each cat ranged from 12 to 83. The clustering analysis of the detected CNVs was performed with R package “pvclust” and shows that same breed individuals cluster together. This study has led to the genetic characterization of 14 main cat breeds. Further analyses including other breeds and considering the genes located within these regions, could led to better evaluate the relationship between the presence of a specific CNV and a specific breed trait. This study can be considered a starting point for genomic CNV identification in the domestic cat, which could be further developed using the new released Felis catus vs9.0 reference aassembly.
topic CNV, Domestic cat, Genomic Variability, Whole Genome Sequencing, Structural Variants.
url https://riviste.unimi.it/index.php/haf/article/view/10013
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