1
|
Exploring and Identifying Candidate Genes and Genomic Regions Related to Economically Important Traits in Hanwoo Cattle. Curr Issues Mol Biol 2022; 44:6075-6092. [PMID: 36547075 PMCID: PMC9777506 DOI: 10.3390/cimb44120414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 11/28/2022] [Accepted: 11/29/2022] [Indexed: 12/12/2022] Open
Abstract
The purpose of the current review was to explore and summarize different studies concerning the detection and characterization of candidate genes and genomic regions associated with economically important traits in Hanwoo beef cattle. Hanwoo cattle, the indigenous premium beef cattle of Korea, were introduced for their marbled fat, tenderness, characteristic flavor, and juiciness. To date, there has been a strong emphasis on the genetic improvement of meat quality and yields, such as backfat thickness (BFT), marbling score (MS), carcass weight (CW), eye muscle area (EMA), and yearling weight (YW), as major selection criteria in Hanwoo breeding programs. Hence, an understanding of the genetics controlling these traits along with precise knowledge of the biological mechanisms underlying the traits would increase the ability of the industry to improve cattle to better meet consumer demands. With the development of high-throughput genotyping, genomewide association studies (GWAS) have allowed the detection of chromosomal regions and candidate genes linked to phenotypes of interest. This is an effective and useful tool for accelerating the efficiency of animal breeding and selection. The GWAS results obtained from the literature review showed that most positional genes associated with carcass and growth traits in Hanwoo are located on chromosomes 6 and 14, among which LCORL, NCAPG, PPARGC1A, ABCG2, FAM110B, FABP4, DGAT1, PLAG1, and TOX are well known. In conclusion, this review study attempted to provide comprehensive information on the identified candidate genes associated with the studied traits and genes enriched in the functional terms and pathways that could serve as a valuable resource for future research in Hanwoo breeding programs.
Collapse
|
2
|
Guo X, Pei J, Wu X, Bao P, Ding X, Xiong L, Chu M, Lan X, Yan P. Detection of InDel and CNV of SPAG17 gene and their associations with bovine growth traits. Anim Biotechnol 2022; 33:440-447. [PMID: 32820682 DOI: 10.1080/10495398.2020.1803342] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Sperm-associated antigen 17 (SPAG17) gene encodes a central pair protein, which is involved in flagellar motility, male fertility and skeletal growth in ruminants. The insertions/deletions (indels) and copy number variations (CNVs) influence phenotypic traits by altering the sequences and copy numbers of functional genes, respectively. This study identified a novel 8-bp indel of SPAG17 gene in 1520 individuals from eight different cattle breeds, as well as a novel CNV region in 355 animals. The correlation analysis of indel showed that the individuals of ID genotype had superior performance traits such as body height (p = 0.038) and body slanting length (p = 0.041) as compared to other genotypes in Xianan cattle. For the CNV, different copy numbers were closely related to the body height in Qinchuan (p = 0.045) and body weight in Xianan (p = 0.036) breeds. Importantly, significant difference was observed between the 8-bp indel and the copy number loss in Xianan breed (p < 0.01). These findings indicated that the variations within the bovine SPAG17 gene can be considered as an effective DNA molecular marker for beef cattle breeding.
Collapse
Affiliation(s)
- Xian Guo
- Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, Gansu, China
- Key Laboratory of Yak Breeding Engineering of Gansu Province, Lanzhou, Gansu, China
| | - Jie Pei
- Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, Gansu, China
- Key Laboratory of Yak Breeding Engineering of Gansu Province, Lanzhou, Gansu, China
| | - Xiaoyun Wu
- Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, Gansu, China
- Key Laboratory of Yak Breeding Engineering of Gansu Province, Lanzhou, Gansu, China
| | - Pengjia Bao
- Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, Gansu, China
- Key Laboratory of Yak Breeding Engineering of Gansu Province, Lanzhou, Gansu, China
| | - Xuezhi Ding
- Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, Gansu, China
- Key Laboratory of Yak Breeding Engineering of Gansu Province, Lanzhou, Gansu, China
| | - Lin Xiong
- Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, Gansu, China
- Key Laboratory of Yak Breeding Engineering of Gansu Province, Lanzhou, Gansu, China
| | - Min Chu
- Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, Gansu, China
- Key Laboratory of Yak Breeding Engineering of Gansu Province, Lanzhou, Gansu, China
| | - Xianyong Lan
- Shaanxi Key Laboratory of Molecular Biology for Agriculture, College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, China
| | - Ping Yan
- Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, Gansu, China
- Key Laboratory of Yak Breeding Engineering of Gansu Province, Lanzhou, Gansu, China
| |
Collapse
|
3
|
Amorim ST, Stafuzza NB, Kluska S, Peripolli E, Pereira ASC, Muller da Silveira LF, de Albuquerque LG, Baldi F. Genome-wide interaction study reveals epistatic interactions for beef lipid-related traits in Nellore cattle. Anim Genet 2021; 53:35-48. [PMID: 34407235 DOI: 10.1111/age.13124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/02/2021] [Indexed: 11/27/2022]
Abstract
Gene-gene interactions cause hidden genetic variation in natural populations and could be responsible for the lack of replication that is typically observed in complex traits studies. This study aimed to identify gene-gene interactions using the empirical Hilbert-Schmidt Independence Criterion method to test for epistasis in beef fatty acid profile traits of Nellore cattle. The dataset contained records from 963 bulls, genotyped using a 777 962k SNP chip. Meat samples of Longissimus muscle, were taken to measure fatty acid composition, which was quantified by gas chromatography. We chose to work with the sums of saturated (SFA), monounsaturated (MUFA), polyunsaturated (PUFA), omega-3 (OM3), omega-6 (OM6), SFA:PUFA and OM3:OM6 fatty acid ratios. The SNPs in the interactions where P < 10 - 8 were mapped individually and used to search for candidate genes. Totals of 602, 3, 13, 23, 13, 215 and 169 candidate genes for SFAs, MUFAs, PUFAs, OM3s, OM6s and SFA:PUFA and OM3:OM6 ratios were identified respectively. The candidate genes found were associated with cholesterol, lipid regulation, low-density lipoprotein receptors, feed efficiency and inflammatory response. Enrichment analysis revealed 57 significant GO and 18 KEGG terms ( P < 0.05), most of them related to meat quality and complementary terms. Our results showed substantial genetic interactions associated with lipid profile, meat quality, carcass and feed efficiency traits for the first time in Nellore cattle. The knowledge of these SNP-SNP interactions could improve understanding of the genetic and physiological mechanisms that contribute to lipid-related traits and improve human health by the selection of healthier meat products.
Collapse
Affiliation(s)
- S T Amorim
- Departamento de Zootecnia, Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista, Via de acesso Prof. Paulo Donato Castellane, s/no, Jaboticabal, CEP 14884-900, Brazil
| | - N B Stafuzza
- Instituto de Zootecnia - Centro de Pesquisa em Bovinos de Corte, Rodovia Carlos Tonanni, Km94, Sertãozinho, 14174-000, Brazil
| | - S Kluska
- Departamento de Zootecnia, Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista, Via de acesso Prof. Paulo Donato Castellane, s/no, Jaboticabal, CEP 14884-900, Brazil
| | - E Peripolli
- Departamento de Zootecnia, Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista, Via de acesso Prof. Paulo Donato Castellane, s/no, Jaboticabal, CEP 14884-900, Brazil
| | - A S C Pereira
- Faculdade de Zootecnia e Engenharia de Alimentos, Núcleo de Apoio à Pesquisa em Melhoramento Animal, Biotecnologia e Transgenia, Universidade de São Paulo, Rua Duque de Caxias Norte, 225, Pirassununga, CEP 13635-900, Brazil
| | - L F Muller da Silveira
- Faculdade de Zootecnia e Engenharia de Alimentos, Núcleo de Apoio à Pesquisa em Melhoramento Animal, Biotecnologia e Transgenia, Universidade de São Paulo, Rua Duque de Caxias Norte, 225, Pirassununga, CEP 13635-900, Brazil
| | - L G de Albuquerque
- Departamento de Zootecnia, Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista, Via de acesso Prof. Paulo Donato Castellane, s/no, Jaboticabal, CEP 14884-900, Brazil
| | - F Baldi
- Departamento de Zootecnia, Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista, Via de acesso Prof. Paulo Donato Castellane, s/no, Jaboticabal, CEP 14884-900, Brazil
| |
Collapse
|
4
|
Zalewska M, Puppel K, Sakowski T. Associations between gene polymorphisms and selected meat traits in cattle - A review. Anim Biosci 2021; 34:1425-1438. [PMID: 33561332 PMCID: PMC8495340 DOI: 10.5713/ab.20.0672] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 09/25/2020] [Indexed: 12/17/2022] Open
Abstract
Maintaining a high level of beef consumption requires paying attention not only to quantitative traits but also to the quality and dietary properties of meat. Growing consumer demands do not leave producers many options for how animals are selected for breeding and animal keeping. Meat and carcass fatness quality traits, which are influenced by multiple genes, are economically important in beef cattle breeding programs. The recent availability of genome sequencing methods and many previously identified molecular markers offer new opportunities for animal breeding, including the use of molecular information in selection programs. Many gene polymorphisms have thus far been analyzed and evaluated as potential candidates for molecular markers of meat quality traits. Knowledge of these markers can be further applied to breeding programs through marker-assisted selection. In this literature review, we discuss the most promising and well-described candidates and their associations with selected beef production traits.
Collapse
Affiliation(s)
- Magdalena Zalewska
- Department of Bacterial Physiology, Institute of Microbiology, Faculty of Biology, University of Warsaw, Warsaw 02-096, Poland
| | - Kamila Puppel
- Institute of Animal Science, Warsaw University of Life Sciences, Warsaw 02-786, Poland
| | - Tomasz Sakowski
- Department of Biotechnology and Nutrigenomics, Institute of Genetics and Animal Biotechnology, Polish Academy of Sciences (PAS), Magdalenka 05-552, Poland
| |
Collapse
|
5
|
Zeng M, Qu K, Hanif Q, Liu J, Zhang J, Chen N, Huang B, Lei C. Distribution of the variant at AKIRIN2: c.*188G > A in Chinese cattle. Anim Biotechnol 2020; 33:594-598. [PMID: 32779549 DOI: 10.1080/10495398.2020.1803341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Marbling score (MS), is an economically important trait in cattle. Previous results showed that a SNP (c.*188G > A) of akirin 2 (AKIRIN2) gene was associated with MS in Japanese Black cattle and Korean cattle. However, the distribution of the genotypic frequency of the single nucleotide polymorphism (SNP) has not been explored in Chinese cattle. In this study, we used polymerase chain reaction (PCR) and DNA sequencing to detect the variation in 1296 individuals from 39 Chinese cattle breeds, one semi-wild bovine species (Dulong) and three introduced breeds (Angus, Holstein and Brahman). Our study found the frequency of the A allele at this locus roughly diminished from north to south in Chinese cattle, and we detected statistically significant differences between Angus and Brahman (p < 0.05), Dulong and another two breeds (Angus and Holstein; p < 0.01) using Chi-Square Independence Test. Our results reflected the variation of AKIRIN2: c.*188G > A in Chinese cattle, which would help us better understand Chinese cattle genetic resources and provide reference for further research.
Collapse
Affiliation(s)
- Mingfei Zeng
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, China
| | - Kaixing Qu
- Yunnan Academy of Grassland and Animal Science, Kunming, China
| | - Quratulain Hanif
- National Institute for Biotechnology and Genetic Engineering, Pakistan Institute of Engineering and Applied Sciences, Faisalabad, Pakistan
| | - Jianyong Liu
- Yunnan Academy of Grassland and Animal Science, Kunming, China
| | - Jicai Zhang
- Yunnan Academy of Grassland and Animal Science, Kunming, China
| | - Ningbo Chen
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, China
| | - Bizhi Huang
- Yunnan Academy of Grassland and Animal Science, Kunming, China
| | - Chuzhao Lei
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, China
| |
Collapse
|
6
|
Associations of CAST, CAPN1 and MSTN Genes Polymorphism with Slaughter Value and Beef Quality – A Review. ANNALS OF ANIMAL SCIENCE 2020. [DOI: 10.2478/aoas-2020-0006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Abstract
The slaughter value of cattle and beef quality are influenced by many factors, which can generally be divided into antemortem (breed, sex, age, housing system, diet, pre-slaughter handling) and postmortem (post-slaughter processing, chilling temperature, packaging). Studies of many authors have shown that meat quality traits can be also influenced by the individual genetic background of an animal. Numerous studies have been conducted worldwide to determine the functions of various genes as well as polymorphisms with potential effects on fattening and slaughter value of cattle and on beef quality. This study reviews the most important research done on the associations of polymorphisms in the calpain, calpastatin and myostatin genes with carcass traits and beef quality. Knowledge about the genes and chromosome regions associated with desired meat quality characteristics may prove very helpful when selecting pairs for mating and estimating the breeding value of offspring, mainly because it is difficult to improve meat quality traits based on conventional selection methods due to their low heritability and polygenic regulation. Furthermore, meat quality evaluation is expensive and can only be carried out after slaughter.
Collapse
|
7
|
Single Loci and Haplotypes in CAPN1 and CAST Genes are Associated with Growth, Biometrics, and in Vivo Carcass Traits in Santa Inês Sheep. ANNALS OF ANIMAL SCIENCE 2020. [DOI: 10.2478/aoas-2020-0007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Abstract
µ-calpain (CAPN1) and calpastatin (CAST) genes play key roles in protein turnover. The present study aimed to identify the variants in these genes associated with growth and ultrasound carcass traits in Santa Inês sheep. A sample of 192 no full sibling Santa Inês lambs was used. Fragments of the CAST and CAPN1 genes were amplified and next-generation sequencing was performed in the MiSeq platform. Variants in the CAPN1 and CAST sequences were then detected using bioinformatic tools. Withers and croup heights, body length, thoracic and croup widths, thoracic and leg girths, body depth, carcass fat score, rib eye area, fat thickness, body weights were recorded at weaning and at 140 days post-weaning, and average daily gain post-weaning was calculated. Both single-locus and haplotype association analyses were performed with the model as follows: farm (2 levels), year (4 levels), the month of birth (12 levels), and the covariate age of the animal. The fragments amplified included 4,514 bp between the 20th and 23rd exons of CAST as well as 3,927 bp between the 12th and 21st exons of CAPN1. In these regions, 58 (CAST) and 45 (CAPN1) variants were identified. In the CAST gene, the single-locus analysis revealed 22 suggestive additive effects (P<0.05) on several growth and carcass traits. Moreover, haplotype substitutions were associated with rib eye area (–0.689±0.290), average daily gain (–23.6±10.4), thoracic girth (–2.72±1.27), body length (–3.38±1.49), and leg girth (–2.84±1.37). Regarding the CAPN1 gene, the single-locus analysis identified seven suggestive additive effects, while only one haplotype replacement effect on fat thickness (–0.0143±0.0053) was detected. The results of the present study suggest that variants in the CAPN1 and CAST genes are associated with growth and ultrasound carcass traits in Santa Inês sheep, which may be a source of information to improve knowledge regarding the genetic control of these traits.
Collapse
|
8
|
Srikanth K, Lee SH, Chung KY, Park JE, Jang GW, Park MR, Kim NY, Kim TH, Chai HH, Park WC, Lim D. A Gene-Set Enrichment and Protein-Protein Interaction Network-Based GWAS with Regulatory SNPs Identifies Candidate Genes and Pathways Associated with Carcass Traits in Hanwoo Cattle. Genes (Basel) 2020; 11:E316. [PMID: 32188084 PMCID: PMC7140899 DOI: 10.3390/genes11030316] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 03/06/2020] [Accepted: 03/12/2020] [Indexed: 02/06/2023] Open
Abstract
Non-synonymous SNPs and protein coding SNPs within the promoter region of genes (regulatory SNPs) might have a significant effect on carcass traits. Imputed sequence level data of 10,215 Hanwoo bulls, annotated and filtered to include only regulatory SNPs (450,062 SNPs), were used in a genome-wide association study (GWAS) to identify loci associated with backfat thickness (BFT), carcass weight (CWT), eye muscle area (EMA), and marbling score (MS). A total of 15, 176, and 1 SNPs were found to be significantly associated (p < 1.11 × 10-7) with BFT, CWT, and EMA, respectively. The significant loci were BTA4 (CWT), BTA6 (CWT), BTA14 (CWT and EMA), and BTA19 (BFT). BayesR estimated that 1.1%~1.9% of the SNPs contributed to more than 0.01% of the phenotypic variance. So, the GWAS was complemented by a gene-set enrichment (GSEA) and protein-protein interaction network (PPIN) analysis in identifying the pathways affecting carcass traits. At p < 0.005 (~2,261 SNPs), 25 GO and 18 KEGG categories, including calcium signaling, cell proliferation, and folate biosynthesis, were found to be enriched through GSEA. The PPIN analysis showed enrichment for 81 candidate genes involved in various pathways, including the PI3K-AKT, calcium, and FoxO signaling pathways. Our finding provides insight into the effects of regulatory SNPs on carcass traits.
Collapse
Affiliation(s)
- Krishnamoorthy Srikanth
- Animal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Wanju 55365, Korea (J.-E.P.); (G.-W.J.); (M.-R.P.); (N.Y.K.); (T.-H.K.); (H.-H.C.); (W.C.P.)
| | - Seung-Hwan Lee
- Division of Animal and Dairy Science, Chungnam National University, Daejeon 34134, Korea;
| | - Ki-Yong Chung
- Department of Beef Science, Korea National College of Agriculture and Fisheries, Jeonju 54874, Korea;
| | - Jong-Eun Park
- Animal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Wanju 55365, Korea (J.-E.P.); (G.-W.J.); (M.-R.P.); (N.Y.K.); (T.-H.K.); (H.-H.C.); (W.C.P.)
| | - Gul-Won Jang
- Animal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Wanju 55365, Korea (J.-E.P.); (G.-W.J.); (M.-R.P.); (N.Y.K.); (T.-H.K.); (H.-H.C.); (W.C.P.)
| | - Mi-Rim Park
- Animal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Wanju 55365, Korea (J.-E.P.); (G.-W.J.); (M.-R.P.); (N.Y.K.); (T.-H.K.); (H.-H.C.); (W.C.P.)
| | - Na Yeon Kim
- Animal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Wanju 55365, Korea (J.-E.P.); (G.-W.J.); (M.-R.P.); (N.Y.K.); (T.-H.K.); (H.-H.C.); (W.C.P.)
| | - Tae-Hun Kim
- Animal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Wanju 55365, Korea (J.-E.P.); (G.-W.J.); (M.-R.P.); (N.Y.K.); (T.-H.K.); (H.-H.C.); (W.C.P.)
| | - Han-Ha Chai
- Animal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Wanju 55365, Korea (J.-E.P.); (G.-W.J.); (M.-R.P.); (N.Y.K.); (T.-H.K.); (H.-H.C.); (W.C.P.)
| | - Won Cheoul Park
- Animal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Wanju 55365, Korea (J.-E.P.); (G.-W.J.); (M.-R.P.); (N.Y.K.); (T.-H.K.); (H.-H.C.); (W.C.P.)
| | - Dajeong Lim
- Animal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Wanju 55365, Korea (J.-E.P.); (G.-W.J.); (M.-R.P.); (N.Y.K.); (T.-H.K.); (H.-H.C.); (W.C.P.)
| |
Collapse
|
9
|
Bordbar F, Jensen J, Zhu B, Wang Z, Xu L, Chang T, Xu L, Du M, Zhang L, Gao H, Xu L, Li J. Identification of muscle-specific candidate genes in Simmental beef cattle using imputed next generation sequencing. PLoS One 2019; 14:e0223671. [PMID: 31600309 PMCID: PMC6786524 DOI: 10.1371/journal.pone.0223671] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 09/25/2019] [Indexed: 01/01/2023] Open
Abstract
Genome-wide association studies (GWAS) have commonly been used to identify candidate genes that control economically important traits in livestock. Our objective was to detect potential candidate genes associated mainly with muscle development traits related to dimension of hindquarter in cattle. A next generation sequencing (NGS) dataset to imputed to 12 million single nucleotide polymorphisms (SNPs) (from 1252 Simmental beef cattle) were used to search for genes affecting hindquarter traits using a linear, mixed model approach. We also used haplotype and linkage disequilibrium blocks to further support our identifications. We identified 202 significant SNPs in the bovine BTA4 chromosome region associated with width of hind leg, based on a stringent statistical threshold (p = 0.05/ effective number of SNPs identified). After exploring the region around these SNPs, we found candidate genes that were potentially related to the associated markers. More importantly, we identified a region of approximately 280 Kb on the BTA4 chromosome that harbored several muscle specific candidate genes, genes to be in a potential region for muscle development. However, we also found candidate gene SLC13A1 on BTA4, which seems to be associated with bone disorders (such as chondrodysplasia) in Simmental beef cattle.
Collapse
Affiliation(s)
- Farhad Bordbar
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Just Jensen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Bo Zhu
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Zezhao Wang
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Lei Xu
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Tianpeng Chang
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Ling Xu
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Min Du
- Department of Animal Sciences, Washington Center for Muscle Biology, Washington State University, Pullman, Washington, United States of America
| | - Lupei Zhang
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Huijiang Gao
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Lingyang Xu
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
- * E-mail: (JYL); (LYX)
| | - Junya Li
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
- * E-mail: (JYL); (LYX)
| |
Collapse
|
10
|
Wu Z, Hu Y, Chen S, Jia X, Deng F, Lai S. A novel polymorphism in the 3′ untranslated region of rabbit TAS1R1is associated with growth performance and carcass traits but not meat quality. CANADIAN JOURNAL OF ANIMAL SCIENCE 2019. [DOI: 10.1139/cjas-2018-0117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Zhoulin Wu
- Institute of Animal Genetics and Breeding, Sichuan Agricultural University, Chengdu Campus, Chengdu 611130, People’s Republic of China
| | - Yongsong Hu
- Chengdu Agricultural College, Chengdu 611130, People’s Republic of China
| | - Shiyi Chen
- Institute of Animal Genetics and Breeding, Sichuan Agricultural University, Chengdu Campus, Chengdu 611130, People’s Republic of China
| | - Xianbo Jia
- Institute of Animal Genetics and Breeding, Sichuan Agricultural University, Chengdu Campus, Chengdu 611130, People’s Republic of China
| | - Feilong Deng
- Institute of Animal Genetics and Breeding, Sichuan Agricultural University, Chengdu Campus, Chengdu 611130, People’s Republic of China
| | - Songjia Lai
- Institute of Animal Genetics and Breeding, Sichuan Agricultural University, Chengdu Campus, Chengdu 611130, People’s Republic of China
| |
Collapse
|
11
|
Wang Z, Ma H, Xu L, Zhu B, Liu Y, Bordbar F, Chen Y, Zhang L, Gao X, Gao H, Zhang S, Xu L, Li J. Genome-Wide Scan Identifies Selection Signatures in Chinese Wagyu Cattle Using a High-Density SNP Array. Animals (Basel) 2019; 9:ani9060296. [PMID: 31151238 PMCID: PMC6617538 DOI: 10.3390/ani9060296] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 05/23/2019] [Accepted: 05/24/2019] [Indexed: 12/31/2022] Open
Abstract
Selective breeding can lead to genetic diversity and diverse phenotypes in farm animals. Analysis of the genomic regions under selection can provide important insights into the genetic basis of complex traits. In this study, a high-density SNP array was used for analysis of genome selection signatures in Chinese Wagyu cattle. In total, we obtained 478,903 SNPs and 24,820 no-overlap regions for |iHS| (integrated haplotype score) estimations. Under the threshold of the top 1%, 239 regions were finally identified as candidate selected regions and 162 candidate genes were found based on the UMD3.1 genome assembly. These genes were reported to be associated with fatty acids, such as Bos taurus nitric oxide synthase 1 adaptor protein (NOS1AP), Bos taurus hydroxysteroid 17-beta dehydrogenase 7 (HSD17B7), Bos taurus WD repeat domain 7 (WDR7), Bos taurus ELOVL fatty acid elongase 2 (ELOVL2), Bos taurus calpain 1 (CAPN1), Bos taurus parkin RBR E3 ubiquitin protein ligase (PRKN, also known as PARK2), Bos taurus mitogen-activated protein kinase kinase 6 (MAP2K6), meat quality, including Bos taurus ADAM metallopeptidase domain 12 (ADAM12), Bos taurus 5'-aminolevulinate synthase 1 (ALAS1), Bos taurus small integral membrane protein 13 (SMIM13) and Bos taurus potassium two pore domain channel subfamily K member 2 (KCNK2), growth, and developmental traits, such as Bos taurus insulin like growth factor 2 receptor (IGF2R), Bos taurus RAR related orphan receptor A (RORA), Bos taurus fibroblast growth factor 14 (FGF14), Bos taurus paired box 6 (PAX6) and Bos taurus LIM homeobox 6 (LHX6). In addition, we identified several genes that are associated with body size and weight, including Bos taurus sorting nexin 29 (SNX29), Bos taurus zinc finger imprinted 2 (ZIM2), Bos taurus family with sequence similarity 110 member A (FAM110A), immune system, including Bos taurus toll like receptor 9 (TLR9), Bos taurus TAFA chemokine like family member 1 (TAFA1), Bos taurus glutathione peroxidase 8 (putative) (GPX8), Bos taurus interleukin 5 (IL5), Bos taurus PR domain containing 9 (PRDM9), Bos taurus glutamate ionotropic receptor kainate type subunit 2 (GRIK2) and feed intake efficiency, Bos taurus sodium voltage-gated channel alpha subunit 9 (SCN9A), Bos taurus relaxin family peptide/INSL5 receptor 4 (RXFP4), Bos taurus RNA polymerase II associated protein 3 (RPAP3). Moreover, four GO terms of biological regulation (GO:0009987, GO:0008152) and metabolic process (GO:0003824, GO:0005488) were found based on these genes. In addition, we found that 232 candidate regions (~18 Mb) overlapped with the Quantitative trait loci (QTL)regions extracted from cattle QTLdb. Our findings imply that many genes were selected for important traits in Chinese Wagyu cattle. Moreover, these results can contribute to the understanding of the genetic basis of the studied traits during the formation of this population.
Collapse
Affiliation(s)
- Zezhao Wang
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
- National Engineering Laboratory for Animal Breeding, Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China.
| | - Haoran Ma
- College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China.
| | - Lei Xu
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
- National Engineering Laboratory for Animal Breeding, Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China.
- Institute of Animal Husbandry and Veterinary Research, Anhui Academy of Agricultural Sciences, Hefei 230031, China.
| | - Bo Zhu
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Ying Liu
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Farhad Bordbar
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Yan Chen
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Lupei Zhang
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Xue Gao
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Huijiang Gao
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Shengli Zhang
- National Engineering Laboratory for Animal Breeding, Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China.
| | - Lingyang Xu
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Junya Li
- Laboratory of Molecular Biology and Bovine Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| |
Collapse
|
12
|
Seong HS, Kim NY, Kim DC, Hwang NH, Son DH, Shin JS, Lee JH, Chung WH, Choi JW. Whole genome sequencing analysis of horse populations inhabiting the Korean Peninsula and Przewalski's horse. Genes Genomics 2019; 41:621-628. [PMID: 30941726 DOI: 10.1007/s13258-019-00795-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2018] [Accepted: 02/11/2019] [Indexed: 12/30/2022]
Abstract
BACKGROUND The Jeju horse is an indigenous horse breed in Korea. However, there is a severe lack of genomic studies on Korean horse breeds. OBJECTIVE The objective of this study was to report genomic characteristics of domestic horse populations that inhabit South Korea (Jeju, Jeju crossbred, and Thoroughbred) and a wild horse breed (Przewalski's horse). RESULTS Using the equine reference genome assembly (EquCab 2.0), more than ~ 6.5 billion sequence reads were successfully mapped, which generated an average of 40.87-fold coverage throughout the genome. Using these data, we detected a total of 12.88 million SNPs, of which 73.7% were found to be novel. All the detected SNPs were deeply annotated to retrieve SNPs in gene regions using the RefSeq and Ensemble gene sets. Approximately 27% of the total SNPs were located within genes, whereas the remaining 73% were found in intergenic regions. Using 129,776 coding SNPs, we retrieved a total of 49,171 nonsynonymous SNPs in 12,351 genes. Furthermore, we identified a total of 10,770 deleterious nonsynonymous SNPs which are predicted to affect protein structure or function. CONCLUSION We showed numerous genomic variants from domestic and wild horse breeds. These results provide a valuable resource for further studies on functions of SNP-containing genes, and can aid in determining the molecular basis underlying variation in economically important traits of horses.
Collapse
Affiliation(s)
- Ha-Seung Seong
- College of Animal Life Science, Kangwon National University, Chuncheon, 24341, Republic of Korea
| | - Nam-Young Kim
- Subtropical Animal Research Institute, National Institute of Animal Science, RDA, Jeju, 690-150, Republic of Korea
| | - Dae Cheol Kim
- Jeju Special Self-Governing Province Livestock Promotion, Jeju, Republic of Korea
| | - Nam-Hyun Hwang
- College of Animal Life Science, Kangwon National University, Chuncheon, 24341, Republic of Korea
| | - Da-Hye Son
- College of Animal Life Science, Kangwon National University, Chuncheon, 24341, Republic of Korea
| | - Jong Suh Shin
- College of Animal Life Science, Kangwon National University, Chuncheon, 24341, Republic of Korea
| | - Joon-Hee Lee
- Institute of Agriculture and Life Science, College of Agriculture and Life Sciences, Gyeongsang National University, Jinju, 52828, Republic of Korea
| | - Won-Hyong Chung
- Division of Food Functionality Research, Research Group of Healthcare, Wanju-gun, 55365, Republic of Korea.
| | - Jung-Woo Choi
- College of Animal Life Science, Kangwon National University, Chuncheon, 24341, Republic of Korea.
| |
Collapse
|
13
|
Ardicli S, Samli H, Vatansever B, Soyudal B, Dincel D, Balci F. Comprehensive assessment of candidate genes associated with fattening performance in Holstein-Friesian bulls. Arch Anim Breed 2019; 62:9-32. [PMID: 31807610 PMCID: PMC6852860 DOI: 10.5194/aab-62-9-2019] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 01/10/2019] [Indexed: 01/13/2023] Open
Abstract
The objective of this study was to determine the association of single nucleotide polymorphisms (SNPs) in selected candidate genes with fattening performance traits in a commercial cattle herd. Fifteen SNPs in 12 candidate genes (LEP, FABP4, DGAT1, TG, IGF1, IGF1R, MYF5, LGB, CAPN1, CAST, GHR, and OLR1) were evaluated in 296 purebred Holstein-Friesian bulls using PCR-RFLP (polymerase chain reaction - restriction fragment length polymorphism). Associations between each segregating SNP and genetic merit for fattening performance were quantified using linear mixed models. Traits included in the study were fattening period, final weight, dry matter intake, feed conversion rate, and average daily weight gain. Apart from the general determination of the above-mentioned traits, each trait was evaluated based on the fattening periods between five selected target body weights (W1 = 100 kg, W2 = 200 kg, W3 = 300 kg, W4 = 400 kg, W5 = 450 kg). All markers with the exception of CAPN1 530, IGF1R, TG, and DGAT1 were associated with at least one of the traits. Furthermore, novel associations were observed for LEP × GHR, IGF1 × LEP, FABP4 3691 × FABP4 2834, and FAP4 3533 × LEP interactions. The results of this study confirm some previously reported associations. Moreover, novel associations have been identified, which may be incorporated into breeding programs to improve fattening performance.
Collapse
Affiliation(s)
- Sena Ardicli
- Laboratory of Genetics, Department of Genetics, Faculty of Veterinary Medicine, Uludag University, 16059 Nilufer, Bursa, Turkey
| | - Hale Samli
- Laboratory of Genetics, Department of Genetics, Faculty of Veterinary Medicine, Uludag University, 16059 Nilufer, Bursa, Turkey
| | - Buse Vatansever
- Department of Biology, Institute of Science, Uludag University, 16059 Nilufer, Bursa, Turkey
| | - Bahadir Soyudal
- Laboratory of Genetics, Department of Genetics, Faculty of Veterinary Medicine, Uludag University, 16059 Nilufer, Bursa, Turkey
| | - Deniz Dincel
- Laboratory of Genetics, Department of Genetics, Faculty of Veterinary Medicine, Uludag University, 16059 Nilufer, Bursa, Turkey
| | - Faruk Balci
- Laboratory of Genetics, Department of Genetics, Faculty of Veterinary Medicine, Uludag University, 16059 Nilufer, Bursa, Turkey
| |
Collapse
|
14
|
Oh DY, Nam I, Hwang S, Kong H, Lee H, Ha J, Baik M, Oh MH, Kim S, Han K, Lee Y. In vivo evidence on the functional variation within fatty acid synthase gene associated with lipid metabolism in bovine longissimus dorsi muscle tissue. Genes Genomics 2017; 40:289-294. [PMID: 29892799 DOI: 10.1007/s13258-017-0634-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Accepted: 11/10/2017] [Indexed: 10/18/2022]
Abstract
In Korean cattle, intramuscular fat (IMF), or marbling, of the longissimus dorsi muscle (LM) cross section is one of the most important indicators of beef quality and are influenced by environmental and genetic factors. This study was to evaluate the effect of SNPs on the beef quality in Korean cattle for functional studies, such as site-directed mutagenesis based on bovine adipocytes. The fatty acid synthase (FASN) gene plays an important role in lipogenesis. FASN is an essential metabolic and multifunctional enzyme in fatty acid synthesis. Several studies have reported that SNPs g.841G, g.16024A, g.16039T, and g.17924G have a significant impact on marbling scores in Korean cattle and Japanese Black cattle population. These SNPs are located in transcription factor binding sites, the beta-ketoacyl reductase, and thioesterase domains. Our results revealed that the g.17924 A>G SNP is located in the thioesterase domain of the FASN protein, and changes from polar, neutral, and hydrophilic to nonpolar, aliphatic, and hydrophobic, respectively. In in vivo LM tissue of Korean cattle, the g.17924A>G SNP has an effect on increasing fat deposition. Therefore, g.17924A>G SNP could be a causal mutation for increasing fat deposition in Korean cattle LM tissue.
Collapse
Affiliation(s)
- Dong-Yep Oh
- Livestock Research Institute, Gyeongsangbuk-Do, Yeongju, Gyeongbuk, 36052, Republic of Korea
| | - Insik Nam
- Research Center for Environment Friendly and Quality Livestock Production Technology, Hankyong National University, Anseong, Gyeonggi, 17579, Republic of Korea
| | - Sehwan Hwang
- Department of Biotechnology, College of Agriculture & Life Science, Hankyong National University, Anseong, Gyeonggi, 17579, Republic of Korea
| | - Hongsik Kong
- Department of Biotechnology, College of Agriculture & Life Science, Hankyong National University, Anseong, Gyeonggi, 17579, Republic of Korea
| | - Honggu Lee
- Department of Animal Science and Technology, Sanghuh College of Life Sciences, Konkuk University, Seoul, 05029, Republic of Korea
| | - Jaejung Ha
- Livestock Research Institute, Gyeongsangbuk-Do, Yeongju, Gyeongbuk, 36052, Republic of Korea
| | - Myunggi Baik
- Department of Agricultural Biotechnology, College of Agriculture and Life Sciences, Seoul National University, Seoul, 08826, Republic of Korea
| | - Man Hwan Oh
- Department of Nanobiomedical Science, Dankook University, Cheonan, 31116, Republic of Korea
| | - Songmi Kim
- Department of Nanobiomedical Science, Dankook University, Cheonan, 31116, Republic of Korea.,BK21 PLUS NBM Global Research Center for Regenerative Medicine, Dankook University, Cheonan, 31116, Republic of Korea
| | - Kyudong Han
- Department of Nanobiomedical Science, Dankook University, Cheonan, 31116, Republic of Korea. .,BK21 PLUS NBM Global Research Center for Regenerative Medicine, Dankook University, Cheonan, 31116, Republic of Korea.
| | - Yoonseok Lee
- Department of Biotechnology, College of Agriculture & Life Science, Hankyong National University, Anseong, Gyeonggi, 17579, Republic of Korea.
| |
Collapse
|
15
|
Experimental Verification of CAPN1 and CAST Gene Polymorphisms in Different Generations of Da-Heng Broilers. BIOMED RESEARCH INTERNATIONAL 2017; 2017:7968450. [PMID: 28713829 PMCID: PMC5497636 DOI: 10.1155/2017/7968450] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Revised: 03/09/2017] [Accepted: 05/02/2017] [Indexed: 12/02/2022]
Abstract
The micromolar calcium activated neutral protease (CAPN1) and calpastatin (CAST) have been widely regarded as genes related to muscle growth and meat tenderness. The objective of this study was to verify the association of SNPs of CAPN1 and CAST genes with carcass and tenderness traits and search the possible change patterns of SNPs in CAPN1 and CAST genes in six generations of broiler breeding process for growth rate, efficiency, and reproduction, during the third generation and the ninth generation, respectively. We found that, for CAPN1, genetic effects between SNPs (G3535A, C7198A) and meat tenderness were similar in different generations, while SNP3 (G7324A) was a novel polymorphism and had significant association with carcass and tenderness traits (P < 0.05) in this study. Furthermore, there was significant association between SNP4 (G9950A) and carcass indexes instead of tenderness traits (P < 0.05) which was consistent in the two generations. Moreover, although SNP6 (G37868A) of CAST had no relevance to carcass traits or tenderness traits in the third generation, it showed significant association with LW and CW in the ninth generation (P < 0.05).
Collapse
|
16
|
Ardicli S, Dincel D, Samli H, Balci F. Effects of polymorphisms at <i>LEP</i>, <i>CAST</i>, <i>CAPN1</i>, <i>GHR</i>, <i>FABP4</i> and <i>DGAT1</i> genes on fattening performance and carcass traits in Simmental bulls. Arch Anim Breed 2017. [DOI: 10.5194/aab-60-61-2017] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Abstract. The aim of this study was to investigate the effects of single nucleotide polymorphisms (SNPs) at six candidate genes (LEP, CAST, CAPN1, GHR, FABP4 and DGAT1) on fattening performance and carcass traits of Simmental bulls in Turkey. The analysis covered a total of 81 Simmental bulls grown on a private farm that were randomly selected for their fattening period for use in this study. Genotyping was performed using the PCR-RFLP method. The S20T polymorphism at the CAST gene and the G316A polymorphism at the CAPN1 gene were associated with variation in final weight, fattening period, weight gain and average daily gain (P < 0.05). In addition, LEP A80V had a significant effect on hot and chilled carcass weight and dressing percentage (P < 0.05). There was no association between GHR S555G, FABP4 V110M and DGAT1 K232A markers with the traits analysed. These results suggested that focusing on the novel effects of LEP, CAST and CAPN1 gene polymorphisms on meat production traits might be useful for marker-assisted selection in Simmental cattle.
Collapse
|
17
|
Ropka-Molik K, Robert E, Tyra M, Piórkowska K, Oczkowicz M, Szyndler-Nędza M, Bereta A. CAPN1 gene as a potential marker for growth performance and carcass characteristics in pigs. ANIMAL PRODUCTION SCIENCE 2017. [DOI: 10.1071/an14999] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The calcium-activated neutral proteinase 1 (CAPN1) gene, which encodes µ-calpain, is considered to be associated with the majority of meat-quality traits. The objective of the present study was to evaluate the effect of CAPN1 polymorphism on the most important slaughter, fattening and pork-quality traits. The genotype frequency of g.1429G>A polymorphism was estimated on 860 pigs represented by five breeds (Polish Landrace, Polish Large White, Pietrain, Duroc and Pulawska). In all breeds, the most frequent were pigs with an AA genotype (60–74%), with the exception of Duroc pigs where the largest number of GG animals was observed (14%). The results showed that g.1429G>A polymorphism significantly affected the number of days on test (P ≤ 0.05) and age at slaughter (P ≤ 0.01), the weight of ham and primary cuts (P ≤ 0.05, P ≤ 0.01 respectively), loin eye area (P ≤ 0.01) and average backfat thickness (P ≤ 0.05). The g.1429G>A single-nucleotide polymorphism showed no clear influence on complex pork-quality traits. At the present stage of research, the results obtained allow for the use of g.1429G>A polymorphism in CAPN1 gene as genetic marker in pig selection to improve several slaughter or fattening traits.
Collapse
|
18
|
Proteolysis in meat tenderization from the point of view of each single protein: A proteomic perspective. J Proteomics 2016; 147:85-97. [DOI: 10.1016/j.jprot.2016.02.011] [Citation(s) in RCA: 103] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Revised: 02/05/2016] [Accepted: 02/15/2016] [Indexed: 12/21/2022]
|
19
|
Magalhães AFB, de Camargo GMF, Fernandes GA, Gordo DGM, Tonussi RL, Costa RB, Espigolan R, Silva RMDO, Bresolin T, de Andrade WBF, Takada L, Feitosa FLB, Baldi F, Carvalheiro R, Chardulo LAL, de Albuquerque LG. Genome-Wide Association Study of Meat Quality Traits in Nellore Cattle. PLoS One 2016; 11:e0157845. [PMID: 27359122 PMCID: PMC4928802 DOI: 10.1371/journal.pone.0157845] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Accepted: 06/06/2016] [Indexed: 01/19/2023] Open
Abstract
The objective of this study was to identify genomic regions that are associated with meat quality traits in the Nellore breed. Nellore steers were finished in feedlots and slaughtered at a commercial slaughterhouse. This analysis included 1,822 phenotypic records of tenderness and 1,873 marbling records. After quality control, 1,630 animals genotyped for tenderness, 1,633 animals genotyped for marbling, and 369,722 SNPs remained. The results are reported as the proportion of variance explained by windows of 150 adjacent SNPs. Only windows with largest effects were considered. The genomic regions were located on chromosomes 5, 15, 16 and 25 for marbling and on chromosomes 5, 7, 10, 14 and 21 for tenderness. These windows explained 3,89% and 3,80% of the additive genetic variance for marbling and tenderness, respectively. The genes associated with the traits are related to growth, muscle development and lipid metabolism. The study of these genes in Nellore cattle is the first step in the identification of causal mutations that will contribute to the genetic evaluation of the breed.
Collapse
Affiliation(s)
- Ana F. B. Magalhães
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Gregório M. F. de Camargo
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Gerardo A. Fernandes
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Daniel G. M. Gordo
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Rafael L. Tonussi
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Raphael B. Costa
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Rafael Espigolan
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Rafael M. de O. Silva
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Tiago Bresolin
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Willian B. F. de Andrade
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Luciana Takada
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Fabieli L. B. Feitosa
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
| | - Fernando Baldi
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
- Conselho Nacional de Desenvolvimento Científico e Tecnológico – CNPq, Brasília, Distrito Federal, Brazil
| | - Roberto Carvalheiro
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
- Conselho Nacional de Desenvolvimento Científico e Tecnológico – CNPq, Brasília, Distrito Federal, Brazil
| | - Luis A. L. Chardulo
- Conselho Nacional de Desenvolvimento Científico e Tecnológico – CNPq, Brasília, Distrito Federal, Brazil
- Departamento de Melhoramento e Nutrição Animal, Faculdade de Medicina Veterinária e Zootecnia, Botucatu, São Paulo, Brazil
| | - Lucia G. de Albuquerque
- Departamento de Zootecnia, Faculdade de Ciências Agrarias e Veterinárias, Jaboticabal, São Paulo, Brazil
- Conselho Nacional de Desenvolvimento Científico e Tecnológico – CNPq, Brasília, Distrito Federal, Brazil
- * E-mail:
| |
Collapse
|
20
|
Lim D, Strucken EM, Choi BH, Chai HH, Cho YM, Jang GW, Kim TH, Gondro C, Lee SH. Genomic Footprints in Selected and Unselected Beef Cattle Breeds in Korea. PLoS One 2016; 11:e0151324. [PMID: 27023061 PMCID: PMC4811422 DOI: 10.1371/journal.pone.0151324] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2015] [Accepted: 02/26/2016] [Indexed: 01/01/2023] Open
Abstract
Korean Hanwoo cattle have been subjected to intensive artificial selection over the past four decades to improve meat production traits. Another three cattle varieties very closely related to Hanwoo reside in Korea (Jeju Black and Brindle) and in China (Yanbian). These breeds have not been part of a breeding scheme to improve production traits. Here, we compare the selected Hanwoo against these similar but presumed to be unselected populations to identify genomic regions that have been under recent selection pressure due to the breeding program. Rsb statistics were used to contrast the genomes of Hanwoo versus a pooled sample of the three unselected population (UN). We identified 37 significant SNPs (FDR corrected) in the HW/UN comparison and 21 known protein coding genes were within 1 MB to the identified SNPs. These genes were previously reported to affect traits important for meat production (14 genes), reproduction including mammary gland development (3 genes), coat color (2 genes), and genes affecting behavioral traits in a broader sense (2 genes). We subsequently sequenced (Illumina HiSeq 2000 platform) 10 individuals of the brown Hanwoo and the Chinese Yanbian to identify SNPs within the candidate genomic regions. Based on allele frequency differences, haplotype structures, and literature research, we singled out one non-synonymous SNP in the APP gene (APP: c.569C>T, Ala199Val) and predicted the mutational effect on the protein structure. We found that protein-protein interactions might be impaired due to increased exposed hydrophobic surfaces of the mutated protein. The APP gene has also been reported to affect meat tenderness in pigs and obesity in humans. Meat tenderness has been linked to intramuscular fat content, which is one of the main breeding goals for brown Hanwoo, potentially supporting a causal influence of the herein described nsSNP in the APP gene.
Collapse
Affiliation(s)
- Dajeong Lim
- Division of Animal Genomics & Bioinformatics, National Institute of Animal Science, RDA, Jeonju 565–851, Republic of Korea
| | - Eva M. Strucken
- School of Environmental and Rural Science, University of New England, Armidale, NSW Australia
| | - Bong Hwan Choi
- Division of Animal Genomics & Bioinformatics, National Institute of Animal Science, RDA, Jeonju 565–851, Republic of Korea
| | - Han Ha Chai
- Division of Animal Genomics & Bioinformatics, National Institute of Animal Science, RDA, Jeonju 565–851, Republic of Korea
| | - Yong Min Cho
- Division of Animal Genomics & Bioinformatics, National Institute of Animal Science, RDA, Jeonju 565–851, Republic of Korea
| | - Gul Won Jang
- Division of Animal Genomics & Bioinformatics, National Institute of Animal Science, RDA, Jeonju 565–851, Republic of Korea
| | - Tae-Hun Kim
- Division of Animal Genomics & Bioinformatics, National Institute of Animal Science, RDA, Jeonju 565–851, Republic of Korea
| | - Cedric Gondro
- School of Environmental and Rural Science, University of New England, Armidale, NSW Australia
| | - Seung Hwan Lee
- Division of Animal and Dairy Science, Chung Nam National University, Daejeon 305–764, Republic of Korea
- * E-mail:
| |
Collapse
|
21
|
Gurgul A, Szmatoła T, Ropka-Molik K, Jasielczuk I, Pawlina K, Semik E, Bugno-Poniewierska M. Identification of genome-wide selection signatures in the Limousin beef cattle breed. J Anim Breed Genet 2015; 133:264-76. [PMID: 26611546 DOI: 10.1111/jbg.12196] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 09/24/2015] [Indexed: 02/03/2023]
Abstract
The study is aimed at identifying selection footprints within the genome of Limousin cattle. With the use of Extended Haplotype Homozygosity test, supplemented with correction for variation in recombination rates across the genome, we created map of selection footprints and detected 173 significant (p < 0.01) core haplotypes being potentially under positive selection. Within these regions, a number of candidate genes associated inter alia with skeletal muscle growth (GDF15, BMP7, BMP4 and TGFB3) or postmortem proteolysis and meat maturation (CAPN1 and CAPN5) were annotated. Noticeable clusters of selection footprints were detected on chromosomes 1, 4, 8 and 14, which are known to carry several quantitative trait loci for growth traits and meat quality. The study provides information about the genes and metabolic pathways potentially modified under the influence of directional selection, aimed at improving beef production characteristics in Limousin cattle.
Collapse
Affiliation(s)
- A Gurgul
- Laboratory of Genomics, Department of Animal Genomics and Molecular Biology, National Research Institute of Animal Production, Balice, Poland
| | - T Szmatoła
- Laboratory of Genomics, Department of Animal Genomics and Molecular Biology, National Research Institute of Animal Production, Balice, Poland
| | - K Ropka-Molik
- Laboratory of Genomics, Department of Animal Genomics and Molecular Biology, National Research Institute of Animal Production, Balice, Poland
| | - I Jasielczuk
- Laboratory of Genomics, Department of Animal Genomics and Molecular Biology, National Research Institute of Animal Production, Balice, Poland
| | - K Pawlina
- Laboratory of Genomics, Department of Animal Genomics and Molecular Biology, National Research Institute of Animal Production, Balice, Poland
| | - E Semik
- Laboratory of Genomics, Department of Animal Genomics and Molecular Biology, National Research Institute of Animal Production, Balice, Poland
| | - M Bugno-Poniewierska
- Laboratory of Genomics, Department of Animal Genomics and Molecular Biology, National Research Institute of Animal Production, Balice, Poland
| |
Collapse
|
22
|
Lian T, Wang L, Liu Y. A New Insight into the Role of Calpains in Post-mortem Meat Tenderization in Domestic Animals: A review. ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES 2014; 26:443-54. [PMID: 25049808 PMCID: PMC4093471 DOI: 10.5713/ajas.2012.12365] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2012] [Revised: 11/22/2012] [Accepted: 09/15/2012] [Indexed: 01/07/2023]
Abstract
Tenderness is the most important meat quality trait, which is determined by intracellular environment and extracellular matrix. Particularly, specific protein degradation and protein modification can disrupt the architecture and integrity of muscle cells so that improves the meat tenderness. Endogenous proteolytic systems are responsible for modifying proteinases as well as the meat tenderization. Abundant evidence has testified that calpains (CAPNs) including calpain I (CAPN1) and calpastatin (CAST) have the closest relationship with tenderness in livestock. They are involved in a wide range of physiological processes including muscle growth and differentiation, pathological conditions and post-mortem meat aging. Whereas, Calpain3 (CAPN3) has been established as an important activating enzyme specifically expressed in livestock's skeletal muscle, but its role in domestic animals meat tenderization remains controversial. In this review, we summarize the role of CAPN1, calpain II (CAPN2) and CAST in post-mortem meat tenderization, and analyse the relationship between CAPN3 and tenderness in domestic animals. Besides, the possible mechanism affecting post-mortem meat aging and improving meat tenderization, and current possible causes responsible for divergence (whether CAPN3 contributes to animal meat tenderization or not) are inferred. Only the possible mechanism of CAPN3 in meat tenderization has been confirmed, while its exact role still needs to be studied further.
Collapse
Affiliation(s)
- Ting Lian
- College of Animal Science and Technology, Sichuan Agricultural University, Ya'an, Sichuan 625014, China
| | - Linjie Wang
- College of Animal Science and Technology, Sichuan Agricultural University, Ya'an, Sichuan 625014, China
| | - Yiping Liu
- College of Animal Science and Technology, Sichuan Agricultural University, Ya'an, Sichuan 625014, China
| |
Collapse
|
23
|
Yamada T. Genetic dissection of marbling trait through integration of mapping and expression profiling. Anim Sci J 2014; 85:349-55. [DOI: 10.1111/asj.12179] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2013] [Accepted: 11/19/2013] [Indexed: 01/28/2023]
Affiliation(s)
- Takahisa Yamada
- Department of Agrobiology, Faculty of Agriculture; Niigata University; Niigata Japan
| |
Collapse
|
24
|
Effects of genetic variants for the bovine calpain gene on meat tenderness. Mol Biol Rep 2014; 41:2963-70. [DOI: 10.1007/s11033-014-3152-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2013] [Accepted: 01/13/2014] [Indexed: 10/25/2022]
|
25
|
Xu Y, Zhang L, Shi T, Zhou Y, Cai H, Lan X, Zhang C, Lei C, Chen H. Copy number variations of MICAL-L2 shaping gene expression contribute to different phenotypes of cattle. Mamm Genome 2013; 24:508-16. [PMID: 24196410 DOI: 10.1007/s00335-013-9483-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2013] [Accepted: 10/11/2013] [Indexed: 11/26/2022]
Abstract
Copy number variations (CNVs) recently have been recognized as an important source of genetic variability. Compelling evidence has indicated that CNVs are responsible for phenotypic traits by altering the copy numbers of functional genes. The molecule interacting with CasL-like protein 2 (MICAL-L2) gene plays a critical role in muscle fiber development and has been identified in the CNV region by comparative genomic hybridization array. In the present study, we detected the different distributions of MICAL-L2 gene copy numbers in four Chinese cattle breeds (QC, NY, LX, and CY) and investigated the functional effects of MICAL-L2 CNVs on the gene's expression level and the phenotypic traits in QC and NY cattle. The results showed that the copy number loss (relative to Angus cattle) was more frequent in CY than in the other breeds. The MICAL-L2 gene copy number presented a moderate negative correlation with the transcriptional expression in fetal skeletal muscles (P < 0.05). Statistical analysis revealed that the MICAL-L2 CNVs were significantly associated with body weight, body height, and body length of NY cattle in the early stages (6 and 12 months old), and the copy number loss showed better traits than the gain and/or median groups (P < 0.05). No significance was found at the late stages in QC (24 months old) and NY cattle (18 and 24 months old). These observations provided further insight into the associations between cattle CNVs and economic traits, suggesting that the CNVs may be considered promising markers for the molecular breeding of Chinese beef cattle.
Collapse
Affiliation(s)
- Yao Xu
- Shaanxi Key Laboratory of Molecular Biology for Agriculture, College of Animal Science and Technology, Northwest A&F University, No. 22 Xinong Road, Yangling, Xianyang, 712100, Shaanxi, China,
| | | | | | | | | | | | | | | | | |
Collapse
|
26
|
Seong J, Oh J, Lee H, Jeon G, Kong H. Identification and analysis of phospholipid transfer protein polymorphisms and their association with marbling score in Hanwoo (Korean cattle). GENETICS AND MOLECULAR RESEARCH 2013; 12:731-7. [DOI: 10.4238/2013.march.13.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
|
27
|
Sun Y, Liu R, Lu X, Hu Y, Zhao G, Zheng M, Chen J, Wang H, Wen J. Associations of Polymorphisms in Four Candidate Genes with Carcass and/or Meat-Quality Traits in Two Meat-Type Chicken Lines. Anim Biotechnol 2013; 24:53-65. [DOI: 10.1080/10495398.2012.742909] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
|
28
|
Barendse W. Haplotype analysis improved evidence for candidate genes for intramuscular fat percentage from a genome wide association study of cattle. PLoS One 2011; 6:e29601. [PMID: 22216329 PMCID: PMC3247274 DOI: 10.1371/journal.pone.0029601] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2011] [Accepted: 12/01/2011] [Indexed: 11/23/2022] Open
Abstract
In genome wide association studies (GWAS), haplotype analyses of SNP data are neglected in favour of single point analysis of associations. In a recent GWAS, we found that none of the known candidate genes for intramuscular fat (IMF) had been identified. In this study, data from the GWAS for these candidate genes were re-analysed as haplotypes. First, we confirmed that the methodology would find evidence for association between haplotypes in candidate genes of the calpain-calpastatin complex and musculus longissimus lumborum peak force (LLPF), because these genes had been confirmed through single point analysis in the GWAS. Then, for intramuscular fat percent (IMF), we found significant partial haplotype substitution effects for the genes ADIPOQ and CXCR4, as well as suggestive associations to the genes CEBPA, FASN, and CAPN1. Haplotypes for these genes explained 80% more of the phenotypic variance compared to the best single SNP. For some genes the analyses suggested that there was more than one causative mutation in some genes, or confirmed that some causative mutations are limited to particular subgroups of a species. Fitting the SNPs and their interactions simultaneously explained a similar amount of the phenotypic variance compared to haplotype analyses. Haplotype analysis is a neglected part of the suite of tools used to analyse GWAS data, would be a useful method to extract more information from these data sets, and may contribute to reducing the missing heritability problem.
Collapse
Affiliation(s)
- William Barendse
- Cooperative Research Centre for Beef Genetic Technologies, Commonwealth Scientific and Industrial Research Organization, St. Lucia, Queensland, Australia.
| |
Collapse
|
29
|
Heo KN, Kim NK, Lee SH, Kim NY, Jeon JT, Park EW, Oh SJ, Kim TH, Seong HH, Yoon DH. Association between the Polymorphism of the Fatty acid binding protein 5 (FABP5) Gene within the BTA 14 QTL Region and Carcass/Meat Quality Traits in Hanwoo. JOURNAL OF ANIMAL SCIENCE AND TECHNOLOGY 2011. [DOI: 10.5187/jast.2011.53.4.311] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
30
|
Othman OE, Zayed FA, El Gawead AA, El-Rahman MR. Genetic polymorphism of two genes associated with carcass trait in Egyptian buffaloes. J Genet Eng Biotechnol 2011. [DOI: 10.1016/j.jgeb.2011.05.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
31
|
Chung HY, Davis ME. Effects of calpain genotypes on meat tenderness and carcass traits of Angus bulls. Mol Biol Rep 2010; 38:4575-81. [DOI: 10.1007/s11033-010-0589-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2010] [Accepted: 11/20/2010] [Indexed: 12/01/2022]
|
32
|
Dodson MV, Jiang Z, Chen J, Hausman GJ, Guan LL, Novakofski J, Thompson DP, Lorenzen CL, Fernyhough ME, Mir PS, Reecy JM. Allied industry approaches to alter intramuscular fat content and composition in beef animals. J Food Sci 2010; 75:R1-8. [PMID: 20492190 DOI: 10.1111/j.1750-3841.2009.01396.x] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Biochemical and biophysical research tools are used to define the developmental dynamics of numerous cell lineages from a variety of tissues relevant to meat quality. With respect to the adipose cell lineage, much of our present understanding of adipogenesis and lipid metabolism was initially determined through the use of these methods, even though the in vitro or molecular environments are far removed from the tissues of meat animals. This concise review focuses on recent cellular and molecular biology-related research with adipocytes, and how the research might be extended to the endpoint of altering red meat quality. Moreover, economic and policy impacts of such in animal production regimens is discussed. These issues are important, not only with respect to palatability, but also to offer enhanced health benefits to the consumer by altering content of bioactive components in adipocytes.
Collapse
Affiliation(s)
- Michael V Dodson
- Dept. of Animal Science, Washington State Univ., Pullman, WA 99164, USA.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
33
|
Bae JS, Cheong HS, Kim LH, NamGung S, Park TJ, Chun JY, Kim JY, Pasaje CFA, Lee JS, Shin HD. Identification of copy number variations and common deletion polymorphisms in cattle. BMC Genomics 2010; 11:232. [PMID: 20377913 PMCID: PMC2859865 DOI: 10.1186/1471-2164-11-232] [Citation(s) in RCA: 118] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2009] [Accepted: 04/09/2010] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Recently, the discovery of copy number variation (CNV) led researchers to think that there are more variations of genomic DNA than initially believed. Moreover, a certain CNV region has been found to be associated with the onset of diseases. Therefore, CNV is now known as an important genomic variation in biological mechanisms. However, most CNV studies have only involved the human genome. The study of CNV involving other animals, including cattle, is severely lacking. RESULTS In our study of cattle, we used Illumina BovineSNP50 BeadChip (54,001 markers) to obtain each marker's signal intensity (Log R ratio) and allelic intensity (B allele frequency), which led to our discovery of 855 bovine CNVs from 265 cows. For these animals, the average number of CNVs was 3.2, average size was 149.8 kb, and median size was 171.5 kb. Taking into consideration some overlapping regions among the identified bovine CNVs, 368 unique CNV regions were detected. Among them, there were 76 common CNVRs with > 1% CNV frequency. Together, these CNVRs contained 538 genes. Heritability errors of 156 bovine pedigrees and comparative pairwise analyses were analyzed to detect 448 common deletion polymorphisms. Identified variations in this study were successfully validated using visual examination of the genoplot image, Mendelian inconsistency, another CNV identification program, and quantitative PCR. CONCLUSIONS In this study, we describe a map of bovine CNVs and provide important resources for future bovine genome research. This result will contribute to animal breeding and protection from diseases with the aid of genomic information.
Collapse
Affiliation(s)
- Joon Seol Bae
- Laboratory of Genomic Diversity, Department of Life Science, Sogang University, Shinsu-dong, Mapo-gu, Seoul, Republic of Korea
| | | | | | | | | | | | | | | | | | | |
Collapse
|
34
|
Kim SW, Lee JH, Kim JH, Won YS, Kim NS, Kim KS. Effect of the Fatty Acid Synthase Gene for Beef Quantity Traits in Hanwoo Breeding Stock. JOURNAL OF ANIMAL SCIENCE AND TECHNOLOGY 2010. [DOI: 10.5187/jast.2010.52.1.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
35
|
Pinto L, Ferraz J, Meirelles F, Eler J, Rezende F, Carvalho M, Almeida H, Silva R. Association of SNPs on CAPN1 and CAST genes with tenderness in Nellore cattle. GENETICS AND MOLECULAR RESEARCH 2010; 9:1431-42. [DOI: 10.4238/vol9-3gmr881] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
|
36
|
Intramuscular fat content in meat-producing animals: development, genetic and nutritional control, and identification of putative markers. Animal 2010; 4:303-19. [PMID: 22443885 DOI: 10.1017/s1751731109991091] [Citation(s) in RCA: 527] [Impact Index Per Article: 35.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
|
37
|
Barendse W, Bunch RJ, Harrison BE. The effect of variation at the retinoic acid receptor-related orphan receptor C gene on intramuscular fat percent and marbling score in Australian cattle1,2. J Anim Sci 2010; 88:47-51. [DOI: 10.2527/jas.2009-2178] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
|
38
|
A new SNP in the 3′UTR region of the bovine calpain small subunit (CAPNS1) gene. Mol Biol Rep 2009; 37:473-6. [DOI: 10.1007/s11033-009-9654-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2009] [Accepted: 07/21/2009] [Indexed: 10/20/2022]
|
39
|
Barendse W, Bunch RJ, Thomas MB, Harrison BE. A splice site single nucleotide polymorphism of the fatty acid binding protein 4 gene appears to be associated with intramuscular fat deposition in longissimus muscle in Australian cattle. Anim Genet 2009; 40:770-3. [PMID: 19466936 DOI: 10.1111/j.1365-2052.2009.01913.x] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Fatty acid binding protein 4 (FABP4) is a candidate gene affecting fatness traits of mammals. However, its association with fatness traits in cattle and other livestock species is not consistent from one study to another. Here, we sequenced the coding sequence of FABP4 looking for non-synonymous variants. We identified a splice site mutation between the third exon and the third intron of bovine FABP4. We genotyped this SNP, FABP4:g.2502C>G, in 1409 cattle with intramuscular fat measurements from seven breeds. The average allele frequency of the C allele was 0.66 with a range of 0.45 to 0.85. A regression on the number of G alleles shows a statistically significant effect of alpha = 0.11, P = 0.044. This appears to confirm an association between IMF and variation at FABP4, with an effect of 0.3% of the variation in our sample when using this SNP.
Collapse
Affiliation(s)
- W Barendse
- Cooperative Research Centre for Beef Genetic Technologies, CSIRO Livestock Industries, Queensland Bioscience Precinct, St Lucia 4067, Australia.
| | | | | | | |
Collapse
|
40
|
Curi RA, Chardulo LAL, Mason MC, Arrigoni MDB, Silveira AC, de Oliveira HN. Effect of single nucleotide polymorphisms of CAPN1 and CAST genes on meat traits in Nellore beef cattle (Bos indicus) and in their crosses with Bos taurus. Anim Genet 2009; 40:456-62. [PMID: 19392828 DOI: 10.1111/j.1365-2052.2009.01859.x] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The objectives of this work were to study the segregation of single nucleotide polymorphisms of the calpain 1, large subunit (CAPN1) and calpastatin (CAST) genes in Nellore (Bos indicus) and Nellore xBos taurus beef cattle, as well as to evaluate their effects on meat traits. For this, 300 animals, including 114 Nellore, 67 Angus x Nellore, 44 Rubia Gallega x Nellore, 41 Canchim, 19 Brangus three-way crosses and 15 Braunvieh three-way crosses, were genotyped for the CAPN4751 [AF_248054.2:g.6545C>T (GenBank accession AF248054.2)] and CAST/DdeI [AF_159246.1:g.2959A>G (GenBank accession AF159246.1)] polymorphisms and phenotyped for Ribeye Area, Backfat Thickness, Intramuscular Fat, Shear Force (SF) and Myofibrillar Fragmentation Index (MFI). In relation to the CAPN4751 polymorphism, a frequency of 10.5% was observed for the C allele in the Nellore breed. In the total sample of studied animals, a significant association was found between genotypes and meat tenderness, assessed by SF (P = 0.005) and MFI (P = 0.008), with genotype CT being more favourable than TT. For the CAST/DdeI polymorphism, a frequency of 55.7% was found for the A allele in the Nellore breed. In the total sample, a significant association was observed between genotypes and meat tenderness - SF (P = 0.004) and MFI (P = 0.006), with genotype AA being more favourable than AG. The relationship between genotypes and aged meat tenderness in confluence with the distribution of favourable alleles shows great potential for application of the CAPN4751 and CAST/DdeI polymorphisms in the genetic improvement of the Nellore breed, whilst contributing to the validation, in this breed and in its crosses with B. taurus, of the association results previously described in the literature.
Collapse
Affiliation(s)
- R A Curi
- Departamento de Melhoramento e Nutrição Animal, Faculdade de Medicina Veterinária e Zootecnia, Universidade Estadual Paulista, Botucatu, SP 18618-000, Brazil.
| | | | | | | | | | | |
Collapse
|
41
|
Han SH, Cho IC, Kim JH, Ko MS, Jeong HY, Oh HS, Lee SS. AGHR polymorphism and its associations with carcass traits in Harrwoo cattle. Genes Genomics 2009. [DOI: 10.1007/bf03191136] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
42
|
Barendse W, Bunch RJ, Harrison BE. Variation at CPE but not CEBPA appears to be associated with intramuscular fat deposition in the longissimus muscle of cattle. ANIMAL PRODUCTION SCIENCE 2009. [DOI: 10.1071/ea08307] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
An important step in the localisation of quantitative trait loci is the confirmation of trait-marker associations in independent studies. In this report, we test three single nucleotide polymorphisms (SNP) of two genes for associations to intramuscular fat (IMF) measurements in cattle. We genotyped SNP of carboxypeptidase E (CPE) and ccaat/enhancer binding protein, α (CEBPA) in a sample of a total of 813 cattle of taurine, composite and indicine breeds. All three polymorphisms showed significant differences between breeds, with the widest range found in CEBPA:g.271A > C where the A allele frequency ranged from P = 0.07 in Brahman to 0.88 in Shorthorn. The taurine breeds showed high linkage disequilibrium between the pair of CPE SNP, with all four breeds showing r2 = 1.0. The Brahman and Santa Gertrudis showed r2 ≤ 0.17. Both CPE:g.445C > T and CPE:g.601C > T SNP showed significant allele substitution effects to IMF in animals of taurine ancestry, with an allele substitution effect of α = 0.22, P = 0.020 for CPE:g.445C > T, explaining 0.4% of the phenotypic variance.
Collapse
|
43
|
Discovery of Candidate SNP Related to Meat Quality Using the BcSNPdb and Cattle QTLdb in Hanwoo. JOURNAL OF ANIMAL SCIENCE AND TECHNOLOGY 2008. [DOI: 10.5187/jast.2008.50.6.775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
44
|
Hausman GJ, Dodson MV, Ajuwon K, Azain M, Barnes KM, Guan LL, Jiang Z, Poulos SP, Sainz RD, Smith S, Spurlock M, Novakofski J, Fernyhough ME, Bergen WG. Board-invited review: the biology and regulation of preadipocytes and adipocytes in meat animals. J Anim Sci 2008; 87:1218-46. [PMID: 18849378 DOI: 10.2527/jas.2008-1427] [Citation(s) in RCA: 242] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
The quality and value of the carcass in domestic meat animals are reflected in its protein and fat content. Preadipocytes and adipocytes are important in establishing the overall fatness of a carcass, as well as being the main contributors to the marbling component needed for consumer preference of meat products. Although some fat accumulation is essential, any excess fat that is deposited into adipose depots other than the marbling fraction is energetically unfavorable and reduces efficiency of production. Hence, this review is focused on current knowledge about the biology and regulation of the important cells of adipose tissue: preadipocytes and adipocytes.
Collapse
Affiliation(s)
- G J Hausman
- USDA-ARS, Richard B. Russell Agricultural Research Station, Athens, GA 30604, USA
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|