Browse > Article
http://dx.doi.org/10.7744/kjoas.20220054

Associations for whole-exome sequencing profiling with carcass traits in crossbred pigs  

Jae Young, Yoo (Division of Biobank, National Biobank of Korea)
Sang-Mo, Kim (Department of Animal Resources Science, College of Industrial Sciences, Kongju National University)
Dong Hyun, Lee (Oneomics Ltd.)
Gye-Woong, Kim (Department of Animal Resources Science, College of Industrial Sciences, Kongju National University)
Jong-Young, Lee (Oneomics Ltd.)
Publication Information
Korean Journal of Agricultural Science / v.49, no.3, 2022 , pp. 595-606 More about this Journal
Abstract
Industrial pig breeding has used the Duroc breed and terminal sires in a three-way crossbred system in Korea. This study identified the gene variation patterns related to carcass quality in crossbred pigs ([Landrace × Yorkshire] × Duroc) using whole-exome sequencing (WES). This study used crossbred pigs and divided them into two groups (first plus grade, n = 5; second grade, n = 5). Genomic DNA samples extracted from the loin muscles of both groups were submitted for WES. A set of validated single-nucleotide polymorphisms (SNPs: n = 102) were also subjected to the Kompetitive allele-specific polymerase chain reaction (KASP) to confirm the WES results in the loin muscles. Based on the WES, SNPs associated with meat quality were found on chromosomes 5, 10, and 15. We identified variations in three of the candidate genes, including kinesin family member 5B (KIF5B), GLI family zinc finger 2 (GLI2), and KIF26B, that were associated with meat color, marbling score, and backfat thickness. These genes were associated with meat quality and the mitogen-activated protein kinase (MAPK) and Hedgehog (Hh) signaling pathways in the crossbred pigs. These results may help clarify the mechanisms underlying high-quality meat in pigs.
Keywords
backfat thickness; GLI2 (GLI family zinc finger 2); KASP (Kompetitive allele-specific polymerase chain reaction) genotyping; marbling score; meat quality;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
연도 인용수 순위
1 Bolger AM, Lohse M, Usadel B. 2014. Trimmomatic: A flexible trimmer for Illumina sequence data. Bioinformatics 30:2114-2120.   DOI
2 Choe JH, Yang HS, Lee SH, Go GW. 2015. Characteristics of pork belly consumption in South Korea and their health implication. Journal of Animal Science and Technology 57:22.   DOI
3 Choi JW, Chung WH, Lee KT, Cho ES, Lee SW, Choi BH, Lee SH, Lim W, Lim D, Lee YG, et al. 2015. Whole-genome resequencing analyses of five pig breeds, including Korean wild and native, and three European origin breeds. DNA research 22:259-267.   DOI
4 Daetwyler HD, Capitan A, Pausch H, Stothard P, van Binsbergen R, Brondum RF, Liao X, Djari A, Rodriguez SC, Grohs C, et al. 2014. Whole-genome sequencing of 234 bulls facilitates mapping of monogenic and complex traits in cattle. Nature Genetics 46:858-865.   DOI
5 DePristo MA, Banks E, Poplin R, Garimella KV, Maguire JR, Hartl C, Philippakis AA, del Angel G, Rivas MA, Hanna M, et al. 2011. A framework for variation discovery and genotyping using next-generation DNA sequencing data. Nature Genetics 43:491-498.
6 Falardeau F, Camurri M, Campeau P. 2016. Genomic approaches to diagnose rare bone disorders. Bone 102:5-14.   DOI
7 Gibbs KL, Greensmith L, Schiavo G. 2015. Regulation of axonal transport by protein kinases. Trends in Biochemical Sciences 40:597-610.
8 Jeong H, Song KD, Seo M, Caetano-Anolles K, Kim J, Kwak W, Oh JD, Kim E, Jeong DK, Cho S, et al. 2015. Exploring evidence of positive selection reveals genetic basis of meat quality traits in Berkshire pigs through whole genome sequencing. BMC genetics 16:104.   DOI
9 Kanai Y, Okada Y, Tanaka Y, Harada A, Terada S, Hirokawa N. 2000. KIF5C, a novel neuronal kinesin enriched in motor neurons. The Journal of Neuroscience 20:6374-6384.   DOI
10 KAPE (Korea Institute for Animal Products Quality Evaluation). 2018. Livestock products grading Accessed in https://www.ekape.or.kr/english/contents/list.do?menuId=menu156582&boardInfoNo= on 1 December 2018.
11 Kim SM, Markkandan K, Lee JY, Kim GW, Yoo JY. 2020. Transcriptome profiling associated with carcass quality of loin muscles in crossbred pigs. Animals (Basel) 10:1279.   DOI
12 Lee J, Kang JH, Kim JM. 2019. Bayes factor-based regulatory gene network analysis of genome-wide association study of economic traits in a purebred swine population. Genes (Basel) 10:293.   DOI
13 Lee KT, Lee YM, Alam M, Choi BH, Park MR, Kim KS, Kim TH, Kim JJ. 2012. A whole genome association study on meat quality traits using high density SNP chips in a cross between Korean native pig and landrace. Asian-Australasian Journal of Animal Sciences 25:1529-1539.   DOI
14 Liu Y, Liu X, Zheng Z, Ma T, Liu Y, Long H, Cheng H, Fang M, Gong J, Li X, et al. 2020. Genome-wide analysis of expression QTL (eQTL) and allele-specific expression (ASE) in pig muscle identifies candidate genes for meat quality traits. Genetics, Selection, Evolution 52:59.   DOI
15 Li H, Durbin R. 2009. Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25:1754-1760.   DOI
16 Li H, Handsaker B, Wysoker A, Fennell T, Ruan J, Homer N, Marth G, Abecasis G, Durbin R, 1000 Genome Project Data Processing Subgroup. 2009. The sequence alignment/map format and SAMtools. Bioinformatics 25:2078-2079.   DOI
17 Liang YJ, Yang WX. 2019. Kinesins in MAPK cascade: How kinesin motors are involved in the MAPK pathway? Gene 684:1-9.   DOI
18 McKenna A, Hanna M, Banks E, Sivachenko A, Cibulskis K, Kernytsky A, Garimella K, Altshuler D, Gabriel S, Daly M, et al. 2010. The genome analysis toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data. Genome Research 20:1297-1303.   DOI
19 Meng Q, Wang K, Liu X, Zhou H, Xu L, Wang Z, Fang M. 2017. Identification of growth trait related genes in a Yorkshire purebred pig population by genome-wide association studies. Asian-Australasian Journal of Animal Sciences 30:462-469.   DOI
20 Park SJ, Seog JS, Moon IS, Seog DH. 2017. The regulation mechanisms of kinesin motor proteins. Journal of Life Science 27:840-848.   DOI
21 Pig QTLdb. 2021. The animal QTL database. Accessed in https://www.animalgenome.org/cgi-bin/QTLdb/SS/index on 23 August 2021.
22 Ramirez-Gonzalez RH, Bonnal R, Caccamo M, Maclean D. 2012. Bio-samtools: Ruby bindings for SAMtools, a library for accessing BAM files containing high-throughput sequence alignments. Source Code for Biology and Medicine 7:6.   DOI
23 Wang K, Li M, Hakonarson H. 2010. ANNOVAR: Functional annotation of genetic variants from high-throughput sequencing data. Nucleic Acids Research 38:e164.   DOI
24 Salmaninejad A, Motaee J, Farjami M, Alimardani M, Esmaeilie A, Pasdar A. 2019. Next-generation sequencing and its application in diagnosis of retinitis pigmentosa. Ophthalmic Genetics 40:393-402.   DOI
25 Sun Y, Liu WZ, Liu T, Feng X, Yang N, Zhou HF. 2015. Signaling pathway of MAPK/ERK in cell proliferation, differentiation, migration, senescence and apoptosis. Journal of Receptor and Signal Transduction Fesearch 35:600-604.   DOI
26 Van der Auwera GA, Carneiro MO, Hartl C, Poplin R, Del Angel G, Levy-Moonshine A, Jordan T, Shakir K, Roazen D, Thibault J, et al. 2013. From FastQ data to high confidence variant calls: The genome analysis toolkit best practices pipeline. Current Protocols in Bioinformatics 43:11.10.1-11.10.33.
27 Wei H, Li J, Shi S, Zhang L, Xiang A, Shi X, Yang G, Chu G. 2019. Hhip inhibits proliferation and promotes differentiation of adipocytes through suppressing hedgehog signaling pathway. Biochemical and Biophysical Research Communications 514:148-156.   DOI
28 Wu P, Wang K, Zhou J, Chen D, Yang X, Jiang A, Shen L, Zhang S, Xiao W, Jiang Y, et al. 2020. Whole-genome sequencing association analysis reveals the genetic architecture of meat quality traits in Chinese Qingyu pigs. Genome 63:503-515.   DOI
29 Zappaterra M, Gioiosa S, Chillemi G, Zambonelli P, Davoli R. 2021. Dissecting the gene expression networks associated with variations in the major components of the fatty acid semimembranosus muscle profile in large white heavy pigs. Animals (Basel) 11:628.