• Animal Bioscience
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• 제37권4호
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• pp.555-566
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• 2024

Objective: This study aimed to assess the genetic parameters and accuracy of genomic predictions for twenty-four linear body conformation traits and overall conformation scores in Korean Holstein dairy cows. Methods: A dataset of 2,206 Korean Holsteins was collected, and genotyping was performed using the Illumina Bovine 50K single nucleotide polymorphism (SNP) chip. The traits investigated included body traits (stature, height at front end, chest width, body depth, angularity, body condition score, and locomotion), rump traits (rump angle, rump width, and loin strength), feet and leg traits (rear leg set, rear leg rear view, foot angle, heel depth, and bone quality), udder traits (udder depth, udder texture, udder support, fore udder attachment, front teat placement, front teat length, rear udder height, rear udder width, and rear teat placement), and overall conformation score. Accuracy of genomic predictions was assessed using the single-trait animal model genomic best linear unbiased prediction method implemented in the ASReml-SA v4.2 software. Results: Heritability estimates ranged from 0.10 to 0.50 for body traits, 0.21 to 0.35 for rump traits, 0.13 to 0.29 for feet and leg traits, and 0.05 to 0.46 for udder traits. Rump traits exhibited the highest average heritability (0.29), while feet and leg traits had the lowest estimates (0.21). Accuracy of genomic predictions varied among the twenty-four linear body conformation traits, ranging from 0.26 to 0.49. The heritability and prediction accuracy of genomic estimated breeding value (GEBV) for the overall conformation score were 0.45 and 0.46, respectively. The GEBVs for body conformation traits in Korean Holstein cows had low accuracy, falling below the 50% threshold. Conclusion: The limited response to selection for body conformation traits in Korean Holsteins may be attributed to both the low heritability of these traits and the lower accuracy estimates for GEBVs. Further research is needed to enhance the accuracy of GEBVs and improve the selection response for these traits.

• Journal of Animal Science and Technology
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• 제49권5호
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• pp.577-584
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• 2007

본 연구는 후대검정 한우 295두의 혈액으로부터 genomic DNA를 추출하여 PCR 방법에 의한 증폭과 염기서열 분석을 통하여 ADSF/resistin 유전자의 단일염기다형을 발굴하고 이들과 한우 육질관련형질과의 상관관계를 분석하기 위하여 실시하였다. 확보된 DNA로부터 염기서열을 결정한 결과 promoter와 4개의 exon영역에서는 SNP를 찾지 못하였으나 intron 영역에서 7개의 SNP를 발굴하였다. 발굴된 SNP의 출현 빈도는 0.027에서 0.16까지 그 차이가 많았다. 육질형질과의 상관분석에서 이들 SNP 중 intron 2에서 발굴된 764A ins 만이 근내지방도와 상관관계가 발견되었다(P<0.05). 근내지방도는 유전력이 매우 높기 때문에 이번에 발굴된 ADSF/resistin 유전자의 SNP 764A ins와 같이 유전표지인자를 이용하는 것이 근내 지방도의 개량을 위해 우수한 결과를 가지는 것으로 사료된다. 가축의 경제형질의 경우 다수의 유전자가 관여하기 때문에 한 개의 유전자를 이용한 가축의 선발 또는 개량에 이용한다는 것은 제한적일 수 있다. 따라서 다수의 관련 유전자를 이용한 다형현상과 경제형질과의 연관성 연구가 동반될 때 육질개선 및 가축개량에 실질적인 증대효과가 있을 것으로 사료된다.

• Asian-Australasian Journal of Animal Sciences
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• 제23권4호
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• pp.417-424
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• 2010

The purpose of this study was to detect significant SNPs for carcass quality traits using DNA chips of high SNP density in Hanwoo populations. Carcass data of two hundred and eighty nine steers sired by 30 Korean proven sires were collected from two regions; the Hanwoo Improvement Center of National Agricultural Cooperative Federation in Seosan, Chungnam province and the commercial farms in Gyeongbuk province. The steers in Seosan were born between spring and fall of 2006 and those in Gyeonbuk between falls of 2004 and 2005. The former steers were slaughtered at approximately 24 months, while the latter steers were fed six months longer before slaughter. Among the 55,074 SNPs in the Illumina bovine 50K chip, a total of 32,756 available SNPs were selected for whole genome association study. After adjusting for the effects of sire, region and slaughter age, phenotypes were regressed on each SNP using a simple linear regression model. For the significance threshold, 0.1% point-wise p value from F distribution was used for each SNP test. Among the significant SNPs for a trait, the best set of SNP markers were selected using a stepwise regression procedure, and inclusion and exclusion of each SNP out of the model was determined at the p<0.001 level. A total of 118 SNPs were detected; 15, 20, 22, 28, 20, and 13 SNPs for final weight before slaughter, carcass weight, backfat thickness, weight index, longissimus dorsi muscle area, and marbling score, respectively. Among the significant SNPs, the best set of 44 SNPs was determined by stepwise regression procedures with 7, 9, 6, 9, 7, and 6 SNPs for the respective traits. Each set of SNPs per trait explained 20-40% of phenotypic variance. The number of detected SNPs per trait was not great in whole genome association tests, suggesting additional phenotype and genotype data are required to get more power to detect the trait-related SNPs with high accuracy for estimation of the SNP effect. These SNP markers could be applied to commercial Hanwoo populations via marker-assisted selection to verify the SNP effects and to improve genetic potentials in successive generations of the Hanwoo populations.

• Asian-Australasian Journal of Animal Sciences
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• 제22권7호
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• pp.943-954
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• 2009

Diacylglycerol acyltransferase (DGAT) is a key enzyme that catalyzes the final and rate-limiting step of triglyceride synthesis. Both DGAT1 and DGAT2 genes code proteins with DGAT activity. Studies have shown DGAT1 polymorphisms associate with intramuscular fat deposition in beef cattle, but fewer associations between DGAT2 and beef cattle economic traits have been reported. The objective of this study was to investigate single nucleotide polymorphism (SNP) in intron3 of bovine DGAT2 and evaluate the associations of that with carcass, meat quality, and fat yield traits. Test animals were 157 commercial feedlot steers belonging to 3 Chinese native breeds (22 for Luxi, 24 for Jinnan, and 23 for Qinchuan), 3 cross populations (20 for Charolais${\times}$Fuzhou, 18 for Limousin ${\times}$Luxi, and 17 for Simmental${\times}$Jinan) and 1 Taurus pure breed population (16 Angus steers). In the current study, 15 SNP were discovered in intron3 and exon4 of DGAT2 at positions 65, 128, 178, 210, 241, 255, 270, 312, 328, 334, 365, 366, 371, 415, and 437 (named as their positions in PCR amplified fragments). Only 7 of them (128, 178, 241, 270, 312, 328, and 371) were analyzed, because SNP in three groups (65-128-255, 178-210-365 and 241-334-366) were in complete linkage disequilibrium within the group, and SNP 415 was a deletion and 437 was a null mutation. Frequencies for rare alleles in the 3 native breed populations were higher than in the 3 cross populations for 178 (p = 0.04), 270 (p = 0.001), 312 (p = 0.03) and 371 (p = 0.002). A general linear model was used to evaluate the associations between either SNP genotypes or allele substitutions and the measured traits. Results showed that SNP 270 had a significant association with the fat yield associated with kidney, pelvic cavity, heart, intestine, and stomach (KPHISY). Animals with genotype CC and CT for 270 had less (CC: -7.71${\pm}$3.3 kg and CT: -5.34${\pm}$2.5 kg) KPHISY than animals with genotype TT (p = 0.02). Allele C for 270 was associated with an increase of -4.26${\pm}$1.52 kg KPHISY (p = 0.006) and $-0.92{\pm}0.45%$ of retail cuts weight percentage (NMP, Retail cuts weight/slaughter body weight) (p = 0.045); allele G for 312 was associated with an increase of -5.45${\pm}$2.41 kg KPHISY (p = 0.026). An initial conclusion was that associations do exist between DGAT2 gene and carcass fat traits. Because of the small sample size of this study, it is proposed that further effort is required to validate these findings in larger populations.

• Journal of Animal Science and Technology
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• 제57권12호
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• pp.47.1-47.10
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• 2015

Background: Knowledge of linkage disequilibrium (LD) levels among different populations can be used to detect genetic diversity and to investigate the historical changes in population sizes. Availability of large numbers of SNP through new sequencing technologies has provided opportunities for extensive researches in quantifying LD patterns in cattle breeds. The aim of this study was to compare the extent of linkage disequilibrium among Iranian cattle breeds using high density SNP genotyping data. Results: A total of 70 samples, representing seven Iranian indigenous cattle breeds, were genotyped for 777962 SNPs. The average values of LD based on the $r^2$ criterion were computed by grouping all syntenic SNP pairwises for intermarker distances from 0 Kb up to 1 Mb using three distance sets. Average $r^2$ above 0.3 was observed at distances less than 30 Kb for Sistani and Kermani, 20 Kb for Najdi, Taleshi, Kurdi and Sarabi, and 10 Kb for Mazandarani. The LD levels were considerably different among the Iranian cattle breeds and the difference in LD extent was more detectable between the studied breeds at longer distances. Lower level of LD was observed for Mazandarani breed as compared to other breeds indicating larger ancestral population size in this breed. Kermani breed continued to have more slowly LD decay than all of the other breeds after 3 Kb distances. More slowly LD decay was observed in Kurdi and Sarabi breeds at larger distances (>100 Kb) showing that population decline has been more intense in more recent generations for these populations. Conclusions: A wide genetic diversity and different historical background were well reflected in the LD levels among Iranian cattle breeds. More LD fluctuation was observed in the shorter distances (less than 10 Kb) in different cattle populations. Despite of the sample size effects, High LD levels found in this study were in accordance with the presence of inbreeding and population decline in Iranian cattle breeds.

• Asian-Australasian Journal of Animal Sciences
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• 제20권4호
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• pp.466-470
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• 2007

CCAAT/enhancer binding protein ${\alpha}$($C/EBP{\alpha}$) plays an important role in lipid deposition and adipocyte differentiation. In order to find genetic markers to improve the meat quality of Korean cattle, the bovine $C/EBP{\alpha}$ gene was chosen as a candidate gene to investigate its association with carcass and meat quality traits in Korean cattle. A single nucleotide polymorphism (SNP) was identified at position 271 (A/C substitution) of coding region in the $C/EBP{\alpha}$ gene. A PCR-RFLP procedure with restriction enzyme SmaI was developed for determining the marker genotypes. The frequencies of alleles C and A and were 0.374 and 0.626, respectively. The genotype frequencies for CC, AC and AA were 12.9, 49.0 and 38.1%, respectively, in Korean cattle population. The frequencies of genotype were in agreement with Hardy-Weinberg equilibrium. Association analysis indicated that the gene-specific SNP marker of $C/EBP{\alpha}$ showed a significant association with marbling score (p<0.05). The animals with AA genotype had higher marbling score than those with the AC or CC genotype. Although further studies are needed to validate our results, the $C/EBP{\alpha}$ gene could be useful as a genetic marker for carcass and meat quality traits in Korean cattle.

• Animal Bioscience
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• 제35권4호
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• pp.517-526
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• 2022

Objective: The growth differentiation factor 8 (GDF8) gene plays a key role in bone formation, resorption, and skeletal muscle development in mammals. Here, we studied the genetic variants of GDF8 and their contribution to body conformation traits in Chinese Dabieshan cattle. Methods: Single nucleotide polymorphisms (SNPs) were identified in the bovine GDF8 gene by DNA sequencing. Phylogenetic analysis, motif analysis, and genetic diversity analysis were conducted using bioinformatics software. Association analysis between five SNPs, haplotype combinations, and body conformation traits was conducted in 380 individuals. Results: The GDF8 was highly conserved in seven species, and the GDF8 sequence of cattle was most similar to the sequences of sheep and goat based on the phylogenetic analysis. The motif analysis showed that there were 12 significant motifs in GDF8. Genetic diversity analysis indicated that the polymorphism information content of the five studied SNPs was within 0.25 to 0.5. Haplotype analysis revealed a total of 12 different haplotypes and those with a frequency of <0.05 were excluded. Linkage disequilibrium analysis showed a strong linkage (r²>0.330) between the following SNPs: g.5070C>A, g.5076T>C, and g.5148A>C. Association analysis indicated these five SNPs were associated with some of the body conformation traits (p<0.05), and the animals with haplotype combination H1H1 (-GGGG CCTTAA-) had greater wither height, hip height, heart girth, abdominal girth, and pin bone width than the other (p<0.05) Dabieshan cattle. Conclusion: Overall, our results indicate that the genetic variants of GDF8 affected the body conformation traits of Chinese Dabieshan cattle, and the GDF8 gene could make a strong candidate gene in Dabieshan cattle breeding programs.

• 생명과학회지
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• 제22권3호
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• pp.366-372
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• 2012

본 연구는 한우 유전체 전장에 존재하는 고밀도 단일염기다형을 DNA chip을 이용하여 각각의 유전자형을 구명하고, 동일염색체 내에 존재하는 각 표지인자쌍의 연관불평형을 성 염색체를 제외한 모든 상염색체에서 추정하여 물리적 거리별 연관불평형의 정도를 확인하고 이러한 결과를 이용하여 한우 집단의 유효집단 크기를 추정하기 위하여 실시하였다. 한우개량사업소에서 2005년부터 2008년까지 후대검정에 공시된 후보종모우 및 후대 검정우 288두에 대해 혈액을 채취하고 Bovine SNP 50 DNA Chip을 이용하여 유전자형을 분석하였으며, 총 51,582 표지인자 중 결측률이 10% 이상인 표지인자 1개 및 다형성이 없는 표지인자 10,730개에 대해 사전제거를 실시하고 남은 40,851개의 SNP표지인자를 본 분석에 활용하였다. 연구 결과, 성 염색체를 제외한 상 염색체의 총 SNP표지인자의 길이는 2,541.6 Mb였으며, 염색체별 평균 SNP표지인자간 거리는 0.55에서 0.74로 분포하였으며, EM알고리즘을 이용하여 염색체별 연관불평형을 추정해 보았을 때, 기존의 보고된 연구와 유사하게 표지인자간 거리가 짧을수록 높게 나타나는 지수형태의 그래프를 나타냈으며, SNP표지인자간 거리에 따른 $r^2$를 보면, 0 Mb에서 0.1 Mb일 때 0.136, 0.1-0.2 Mb에서 0.06로 나타났다. Luo (1998)의 연구결과를 한우에 적용시켰을 때, 전체분산의 5%이상 설명하는 양적형질좌위 발굴을 위해서 약 2,000두의 표현형 자료가 필요할 것으로 사료되었다. 또한 한우의 세대별 유효집단 크기에 대해 추정해 본 결과, 현재 한우의 유효집단크기는 84두로 추정되었고, 지금으로부터 약 50세대 이전의 유효집단 크기는 1,150두로 추정되었다. 가축에서 인공수정이 도입(1960년대)된 이 후 개량의 가속화로 인해 한우의 유효집단 크기가 급격히 감소한 것으로 사료되었다.

• Journal of Animal Science and Technology
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• 제46권6호
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• pp.947-956
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• 2004

생물체의 체내 지방대사에 아주 중요하게 작용하는 LPL의 유전자 구조변이가 한우의 경제형질에 미치는 효과를 구명하고자, 사람 등 포유류에서 주요한 변이부위로 인식되어 온 LPL유전자의 exon 5${\sim}$exon 6 영역에서 구조변이를 탐색하였다. 부모가 각기 다른 한우 24두를 이용하여 PCR 증폭산물 1674 bp (exon 5${\sim}$exon 6)에서 총 8 좌위의 SNP 검출하였는데, 이는 SNP 검출율이 약 1SNP/210bp로 기존 SNP 검출율 보다 비교적 높은 비율이며, 검출된 SNP들 간에 95% 이상의 높은 연관(linkage) 관계를 보여 비교적 잘 보존되어 있는 영역으로 사료된다. 그리고 검출된 SNP를 PCR-RFLP 기법을 이용하여 표현형질 기록치를 확보한 한우 33차 후대검정축 129두의 유전자형을 결정하였다. 그 결과 intron 5번의 제한효소 Hae III로 처리한 823A\longrightarrowG 변이부위가 측정된 모든 도체형질에서 유전자형에 따라 뚜렷한 차이를 보였으며, 특히 근내지방도와 통계적 유의성이 인정되었다(p<0.05). 사람 및 생쥐에서 LPL의 촉매활성부위를 암호화하는 exon 5번 및 6번에서의 변이는 LPL의 활성도에 영향을 미치며, 이는 혈액내의 중성지방농도 및 지방대사에 작용한다는 보고가 있다. 이들 변이구조와 95% 이상 강한 연관을 보이는 intron 5번의 구조변이는 근내지방도와 유의적으로 관찰되었다. 앞으로, intron 5번의 823A\longrightarrowG 변이가 어떤 근거로 근내지방도와 유의적으로 나타났는지 그 근거를 증명할 수 있는 추가적인 실험이 필요한 것으로 사료된다.

• Asian-Australasian Journal of Animal Sciences
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• 제31권3호
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• pp.327-334
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• 2018

Objective: The objective of the present study was to validate genes and genomic regions associated with carcass weight using a low-density single nucleotide polymorphism (SNP) Chip in Hanwoo cattle breed. Methods: Commercial Hanwoo steers (n = 220) were genotyped with 20K GeneSeek genomic profiler BeadChip. After applying the quality control of criteria of a call rate ${\geq}90%$ and minor allele frequency (MAF) ${\geq}0.01$, a total of 15,235 autosomal SNPs were left for genome-wide association (GWA) analysis. The GWA tests were performed using single-locus mixed linear model. Age at slaughter was fitted as fixed effect and sire included as a covariate. The level of genome-wide significance was set at $3.28{\times}10^{-6}$ (0.05/15,235), corresponding to Bonferroni correction for 15,235 multiple independent tests. Results: By employing EMMAX approach which is based on a mixed linear model and accounts for population stratification and relatedness, we identified 17 and 16 loci significantly (p<0.001) associated with carcass weight for the additive and dominant models, respectively. The second most significant (p = 0.000049) SNP (ARS-BFGL-NGS-28234) on bovine chromosome 4 (BTA4) at 21 Mb had an allele substitution effect of 43.45 kg. Some of the identified regions on BTA2, 6, 14, 22, and 24 were previously reported to be associated with quantitative trait loci for carcass weight in several beef cattle breeds. Conclusion: This is the first genome-wide association study using SNP chips on commercial Hanwoo steers, and some of the loci newly identified in this study may help to better DNA markers that determine increased beef production in commercial Hanwoo cattle. Further studies using a larger sample size will allow confirmation of the candidates identified in this study.