In silico approaches to discover the functional impact of non-synonymous single nucleotide polymorphisms in selective sweep regions of the Landrace genome

被引:0
作者
Shin, Donghyun [1 ]
Won, Kyung-Hye [1 ]
Song, Ki-Duk [1 ,2 ]
机构
[1] Chonbuk Natl Univ, Dept Anim Biotechnol, Jeonju 54896, South Korea
[2] Chonbuk Natl Univ, Mol Genet & Breeding Ctr, Jeonju 54896, South Korea
来源
ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES | 2018年 / 31卷 / 12期
关键词
Landrace; Next-generation Sequencing; Non-synonymous Single Nucleotide Polymorphism; Reproductive Capacity; Selective Sweep; POSITIVE SELECTION; READ ALIGNMENT; SIGNATURE; SNPS;
D O I
10.5713/ajas.18.0122
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Objective: The aim of this study was to discover the functional impact of non-synonymous single nucleotide polymorphisms (nsSNPs) that were found in selective sweep regions of the Landrace genome Methods: Whole-genome re-sequencing data were obtained from 40 pigs, including 14 Lan-drace, 16 Yorkshire, and 10 wild boars, which were generated with the Illumina HiSeq 2000 platform. The nsSNPs in the selective sweep regions of the Landrace genome were identified, and the impacts of these variations on protein function were predicted to reveal their potential association with traits of the Landrace breed, such as reproductive capacity. Results: Total of 53,998 nsSNPs in the mapped regions of pigs were identified, and among them, 345 nsSNPs were found in the selective sweep regions of the Landrace genome which were reported previously. The genes featuring these nsSNPs fell into various functional categories, such as reproductive capacity or growth and development during the perinatal period. The impacts of amino acid sequence changes by nsSNPs on protein function were predicted using two in silico SNP prediction algorithms, i.e., sorting intolerant from tolerant and polymorphism phenotyping v2, to reveal their potential roles in biological processes that might be associated with the reproductive capacity of the Landrace breed. Conclusion: The findings elucidated the domestication history of the Landrace breed and illustrated how Landrace domestication led to patterns of genetic variation related to superior reproductive capacity. Our novel findings will help understand the process of Landrace domestication at the genome level and provide SNPs that are informative for breeding.
引用
收藏
页码:1980 / 1990
页数:11
相关论文
共 31 条
[1]  
Adzhubei Ivan, 2013, Curr Protoc Hum Genet, VChapter 7, DOI 10.1002/0471142905.hg0720s76
[2]   Genome-Wide Footprints of Pig Domestication and Selection Revealed through Massive Parallel Sequencing of Pooled DNA [J].
Amaral, Andreia J. ;
Ferretti, Luca ;
Megens, Hendrik-Jan ;
Crooijmans, Richard P. M. A. ;
Nie, Haisheng ;
Ramos-Onsins, Sebastian E. ;
Perez-Enciso, Miguel ;
Schook, Lawrence B. ;
Groenen, Martien A. M. .
PLOS ONE, 2011, 6 (04)
[3]   Deleted in malignant brain tumor 1 is secreted in the oviduct and involved in the mechanism of fertilization in equine and porcine species [J].
Ambruosi, Barbara ;
Accogli, Gianluca ;
Douet, Cecile ;
Canepa, Sylvie ;
Pascal, Geraldine ;
Monget, Philippe ;
Moros, Carla ;
Holmskov, Uffe ;
Mollenhauer, Jan ;
Robbe-Masselot, Catherine ;
Vidal, Olivier ;
Desantis, Salvatore ;
Goudet, Ghylene .
REPRODUCTION, 2013, 146 (02) :119-133
[4]  
BARTON NH, 1995, GENETICS, V140, P821
[5]   European wild boars and domestic pigs display different polymorphic patterns in the Toll-like receptor (TLR) 1, TLR2, and TLR6 genes [J].
Bergman, Ingrid-Maria ;
Rosengren, Johan K. ;
Edman, Kjell ;
Edfors, Inger .
IMMUNOGENETICS, 2010, 62 (01) :49-58
[6]   ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Hackl, Hubert ;
Charoentong, Pornpimol ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Fridman, Wolf-Herman ;
Pages, Franck ;
Trajanoski, Zlatko ;
Galon, Jerome .
BIOINFORMATICS, 2009, 25 (08) :1091-1093
[7]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[8]  
Chen P., 2002, THESIS
[9]   A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3 [J].
Cingolani, Pablo ;
Platts, Adrian ;
Wang, Le Lily ;
Coon, Melissa ;
Tung Nguyen ;
Wang, Luan ;
Land, Susan J. ;
Lu, Xiangyi ;
Ruden, Douglas M. .
FLY, 2012, 6 (02) :80-92
[10]   Analysis of porcine adipose tissue transcriptome reveals differences in de novo fatty acid synthesis in pigs with divergent muscle fatty acid composition [J].
Corominas, Jordi ;
Ramayo-Caldas, Yuliaxis ;
Puig-Oliveras, Anna ;
Estelle, Jordi ;
Castello, Anna ;
Alves, Estefania ;
Pena, Ramona N. ;
Ballester, Maria ;
Folch, Josep M. .
BMC GENOMICS, 2013, 14