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Genome-wide scan reveals genetic divergence and diverse adaptive selection in Chinese local cattle. BMC Genomics 2019; 20:494. [PMID: 31200634 PMCID: PMC6570941 DOI: 10.1186/s12864-019-5822-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Accepted: 05/21/2019] [Indexed: 01/18/2023] Open
Abstract
Background Understanding the population structure and genetic bases of well-adapted cattle breeds to local environments is one of the most essential tasks to develop appropriate genetic improvement programs. Results We performed a comprehensive study to investigate the population structure, divergence and selection signatures at genome-wide level in diverse Chinese local cattle using Bovine HD SNPs array, including two breeds from North China, one breed from Northwest China, three breeds from Southwest China and two breeds from South China. Population genetic analyses revealed the genetic structures of these populations were mostly related to the geographic locations. Notably, we detected 294 and 1263 candidate regions under selection using the di and iHS approaches, respectively. A series of group-specific and breed-specific candidate genes were identified, which are involved in immune response, sexual maturation, stature related, birth and bone weight, embryonic development, coat colors and adaptation. Furthermore, haplotype diversity and network pattern for candidate genes, including LPGAT1, LCORL, PPP1R8, RXFP2 and FANCA, suggest that these genes have been under differential selection pressures in various environmental conditions. Conclusions Our results shed insights into diverse selection during breed formation in Chinese local cattle. These findings may promote the application of genome-assisted breeding for well-adapted local breeds with economic and ecological importance. Electronic supplementary material The online version of this article (10.1186/s12864-019-5822-y) contains supplementary material, which is available to authorized users.
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Hur JW, Hwang JH, Kwon SG, Park DH, Kim TW, Kang DG, Yu GE, An SM, Kim IS, Park HC, Ha J, Kim CW. A non-synonymous single nucleotide polymorphism in the paraoxonase 3 gene regulates meat quality in Berkshire pigs. ANIMAL PRODUCTION SCIENCE 2018. [DOI: 10.1071/an16573] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The paraoxonase (Pon) gene family contains three members: Pon1, Pon2, and Pon3. Pon3 modulates superoxide production and prevents apoptosis. The role of Pon3 has not been fully elucidated in the pig. This study is the first to investigate the association between Pon3 and meat quality in the Berkshire pig. We identified a single nucleotide polymorphism in the Pon3 gene (c.227A > G) that resulted in a change in histidine to arginine at position 76. To elucidate the role of this non-synonymous single nucleotide polymorphism in the Pon3 gene, we analysed the Pon3 genotype and meat quality traits in 434 Berkshire pigs. The results of a codominant model show that carcass weight, meat colour (lightness), cooking loss, and the Warner–Bratzler shear force were significantly associated with the Pon3 genotype. Furthermore, the 24-h post-mortem pH had the strongest relationship with the Pon3 genotype. The G allele decreased cooking loss and fat content, whereas the A allele increased the 24-h post-mortem pH and decreased backfat thickness, which contribute to meat storage life and M. longissimus dorsi depth respectively. In conclusion, the non-synonymous single nucleotide polymorphism in the Pon3 gene showed a close correlation with meat quality traits in the Berkshire pig.
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Ha J, Kwon S, Hwang JH, Park DH, Kim TW, Kang DG, Yu GE, Park HC, An SM, Kim CW. Squalene epoxidase plays a critical role in determining pig meat quality by regulating adipogenesis, myogenesis, and ROS scavengers. Sci Rep 2017; 7:16740. [PMID: 29196684 PMCID: PMC5711910 DOI: 10.1038/s41598-017-16979-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Accepted: 11/20/2017] [Indexed: 11/17/2022] Open
Abstract
In mammals, Squalene epoxidase (SQLE) is an enzyme that converts squalene to 2,3-oxidosqualene, in the early stage of cholesterol generation. Here, we identified single nucleotide polymorphisms (SNPs) in the SQLE gene (c.2565 G > T) by RNA Sequencing from the liver tissue of Berkshire pigs. Furthermore, we found that homozygous GG pigs expressed more SQLE mRNA than GT heterozygous and TT homozygous pigs in longissimus dorsi tissue. Next, we showed that the SNP in the SQLE gene was associated with several meat quality traits including backfat thickness, carcass weight, meat colour (yellowness), fat composition, and water-holding capacity. Rates of myogenesis and adipogenesis induced in C2C12 cells and 3T3-L1 cells, respectively, were decreased by Sqle knockdown. Additionally, the expression of myogenic marker genes (Myog, Myod, and Myh4) and adipogenic marker genes (Pparg, Cebpa, and Adipoq) was substantially downregulated in cells transfected with Sqle siRNA. Moreover, mRNA expression levels of ROS scavengers, which affect meat quality by altering protein oxidation processes, were significantly downregulated by Sqle knockdown. Taken together, our results suggest the molecular mechanism by which SNPs in the SQLE gene can affect meat quality.
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Affiliation(s)
- Jeongim Ha
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju, South Korea
| | - Seulgi Kwon
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju, South Korea
| | - Jung Hye Hwang
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju, South Korea
| | - Da Hye Park
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju, South Korea
| | - Tae Wan Kim
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju, South Korea
| | - Deok Gyeong Kang
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju, South Korea
| | - Go Eun Yu
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju, South Korea
| | | | - Sang Mi An
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju, South Korea
| | - Chul Wook Kim
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju, South Korea.
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Hwang JH, An SM, Kwon SG, Park DH, Kim TW, Kang DG, Yu GE, Kim IS, Park HC, Ha J, Kim CW. Associations of the Polymorphisms in DHRS4, SERPING1, and APOR Genes with Postmortem pH in Berkshire Pigs. Anim Biotechnol 2017; 28:288-293. [PMID: 28489967 DOI: 10.1080/10495398.2017.1279171] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Postmortem pH is a main factor influencing the meat quality in pigs. This study investigated the association of postmortem pH with single-nucleotide polymorphisms (SNPs) in the fourth member of the short-chain dehydrogenase/reductase family (DHRS4), the first member of serpin peptidase inhibitor, clade G (complement inhibitor) (SERPING1), and the apolipoprotein R precursor (APOR) genes in Berkshire pigs. The study included 437 pigs, and genotyping was conducted using the GoldenGate Assay (Illumina, San Diego, CA, USA). DHRS4, SERPING1, and APOR polymorphisms were significantly associated with pH45 or pH24 (p < 0.05). SERPING1 was also statistically significantly associated with water holding capacity (p < 0.05), which is closely associated with postmortem pH. These results suggest that SNPs in the DHRS4, SERPING1, and APOR genes have potential for use as genetic markers for the meat quality in pigs.
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Affiliation(s)
- Jung Hye Hwang
- a Swine Science and Technology Center, Gyeongnam National University of Science & Technology , Jinju , South Korea
| | - Sang Mi An
- a Swine Science and Technology Center, Gyeongnam National University of Science & Technology , Jinju , South Korea
| | - Seul Gi Kwon
- a Swine Science and Technology Center, Gyeongnam National University of Science & Technology , Jinju , South Korea
| | - Da Hye Park
- a Swine Science and Technology Center, Gyeongnam National University of Science & Technology , Jinju , South Korea
| | - Tae Wan Kim
- b Department of Animal Resource Technology, Gyeongnam National University of Science and Technology , Jinju , South Korea
| | - Deok Gyung Kang
- a Swine Science and Technology Center, Gyeongnam National University of Science & Technology , Jinju , South Korea
| | - Go Eun Yu
- a Swine Science and Technology Center, Gyeongnam National University of Science & Technology , Jinju , South Korea
| | - Il-Suk Kim
- b Department of Animal Resource Technology, Gyeongnam National University of Science and Technology , Jinju , South Korea
| | | | - Jeongim Ha
- a Swine Science and Technology Center, Gyeongnam National University of Science & Technology , Jinju , South Korea
| | - Chul Wook Kim
- a Swine Science and Technology Center, Gyeongnam National University of Science & Technology , Jinju , South Korea
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Kim TW, Kim IS, Kwon SG, Hwang JH, Park DH, Kang DG, Ha J, Kim SW, Kim CW. Identification of relationship between pork colour and physicochemical traits in American Berkshire by canonical correlation analyses. ANIMAL PRODUCTION SCIENCE 2017. [DOI: 10.1071/an14975] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
This study was carried out to predict the relationship between the colour and physicochemical traits in pork by using canonical correlation analysis. The variables of pork colour traits were lightness (L*), redness (a*) and yellowness (b*), whereas the variables of physicochemical traits were post-mortem pH24 h, water-holding capacity (WHC), collagen content, fat content, moisture content, protein content, drip loss, cooking loss and shear force. The canonical correlation coefficient (0.819) between the first pair of canonical variates, V1 and W1, was significant (P < 0.01). According to cross loadings, drip loss, cooking loss and fat content provided the relatively high positive correlations with the variates of colour traits (V1), while pH24 h, WHC and moisture content displayed negative relationships with the variates. Otherwise, L* and a* strongly contribute to the variates of physicochemical traits (W1). In addition, a redundancy index of 0.256 suggests that 25.6% of the variance in V1 is explained by W1. Therefore, in order to obtain the reddish pink colour in pork that is preferred by consumers depending on the relationships between the pork quality traits, we suggest that producer leads to the proper maintenance of post-mortem pH24 h, higher WHC, lower drip loss and cooking loss in pork.
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Kim TW, Kim CW, Yang MR, No GR, Kim SW, Kim IS. Pork Quality Traits According to Postmortem pH and Temperature in Berkshire. Korean J Food Sci Anim Resour 2016; 36:29-36. [PMID: 27499661 PMCID: PMC4973946 DOI: 10.5851/kosfa.2016.36.1.29] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2015] [Revised: 11/28/2015] [Accepted: 12/01/2015] [Indexed: 01/22/2023] Open
Abstract
This study was performed to investigate the role of pH and temperature postmortem, and to demonstrate the importance of these factors in determining meat quality. Postmortem pH 45min (pH at 45 min postmortem or initial pH) via analysis of Pearson's correlation showed high positive correlation with pH change pH c24 (pH change from pH 45min to pH 24h postmortem). However, postmortem pH after 24 h (pH 24h or ultimate pH) had a high negative correlation with pH change, pH c24 , CIE L*, and protein content. Initial temperature postmortem (T 1h ) was positively associated with a change in temperature from 45 min to 24 h postmortem (T c24 ) and cooking loss, but negatively correlated with water holding capacity. Temperature at 24 h postmortem (T 24h ) was negatively associated with T c24 . Collectively, these results indicate that higher initial pH was associated with higher pH c24 , T 1h , and T c24 . However, higher initial pH was associated with a reduction in carcass weight, backfat thickness, CIE a* and b*, water holding capacity, collagen and fat content, drip loss, and cooking loss as well as decreased shear force. In contrast, CIE a* and b*, drip loss, cooking loss, and shear force in higher ultimate pH was showed by a similar pattern to higher initial pH, whereas pH c24 , carcass weight, backfat thickness, water holding capacity, fat content, moisture content, protein content, T 1h , T 24h , and T c24 were exhibited by completely differential patterns (p<0.05). Therefore, we suggest that initial pH, ultimate pH, and temperatures postmortem are important factors in determining the meat quality of pork.
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Affiliation(s)
- Tae Wan Kim
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju 52725, Korea
| | - Chul Wook Kim
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju 52725, Korea
| | - Mi Ra Yang
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju 52725, Korea
| | - Gun Ryoung No
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju 52725, Korea
| | - Sam Woong Kim
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju 52725, Korea
| | - Il-Suk Kim
- Swine Science and Technology Center, Gyeongnam National University of Science & Technology, Jinju 52725, Korea
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Ding YY, Zhang W, Zhang MQ, Fu K, Chen WP, Ding C, He XL, Zhang XD, Huang L, Yin ZJ. Functional and association studies of the cholesteryl ester transfer protein (CETP) gene in a Wannan Black pig model. Anim Genet 2015; 46:702-6. [PMID: 26477338 DOI: 10.1111/age.12370] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/24/2015] [Indexed: 10/22/2022]
Abstract
Some polymorphisms of the human CETP gene are causally and significantly associated with serum lipids levels; however, the information regarding this gene in pigs is sparse. To evaluate the effects of CETP on blood lipid traits and fat deposition in pig, porcine CETP tissue expression patterns were observed by quantitative real-time polymerase chain reaction (qPCR) first. High expression was detected in liver, spleen, gluteus medius (GM) muscle and backfat. A de novo polymorphism (AF333037:g.795C>T) in the intron 1 region of porcine CETP was identified. This polymorphism was further genotyped by direct sequencing of the PCR products of 390 Wannan Black pigs, a Chinese native breed population. Association analyses at 45 and 300 days of age revealed highly significant associations between CETP genotypes and serum lipid traits. Furthermore, this polymorphism was proved to be associated with differences in liver CETP mRNA levels: pigs at 300 days of age with the TT genotype had higher levels than did those with other genotypes (P = 0.021). Additionally, analysis at 300 days of age showed that GM CETP mRNA expression correlated positively with serum lipids levels as well as with carcass backfat thickness and intramuscular fat content in GM. These results indicate that CETP is involved in serum, adipose and muscle lipid metabolism in pigs. The mechanisms underlying such relationships and their functional implications are worthy of further research.
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Affiliation(s)
- Y Y Ding
- Anhui Provincial Laboratory for Local Livestock and Poultry Genetic Resource Conservation and Bio-Breeding, Department of Animal Science, College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, 230036, P. R., China
| | - W Zhang
- Anhui Provincial Laboratory for Local Livestock and Poultry Genetic Resource Conservation and Bio-Breeding, Department of Animal Science, College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, 230036, P. R., China
| | - M Q Zhang
- Anhui Provincial Laboratory for Local Livestock and Poultry Genetic Resource Conservation and Bio-Breeding, Department of Animal Science, College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, 230036, P. R., China
| | - K Fu
- Anhui Provincial Laboratory for Local Livestock and Poultry Genetic Resource Conservation and Bio-Breeding, Department of Animal Science, College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, 230036, P. R., China
| | - W P Chen
- Anhui Provincial Laboratory for Local Livestock and Poultry Genetic Resource Conservation and Bio-Breeding, Department of Animal Science, College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, 230036, P. R., China
| | - C Ding
- Anhui Provincial Laboratory for Local Livestock and Poultry Genetic Resource Conservation and Bio-Breeding, Department of Animal Science, College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, 230036, P. R., China
| | - X L He
- Anhui Provincial Laboratory for Local Livestock and Poultry Genetic Resource Conservation and Bio-Breeding, Department of Animal Science, College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, 230036, P. R., China
| | - X D Zhang
- Anhui Provincial Laboratory for Local Livestock and Poultry Genetic Resource Conservation and Bio-Breeding, Department of Animal Science, College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, 230036, P. R., China
| | - L Huang
- Anhui Provincial Laboratory for Local Livestock and Poultry Genetic Resource Conservation and Bio-Breeding, Department of Animal Science, College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, 230036, P. R., China
| | - Z J Yin
- Anhui Provincial Laboratory for Local Livestock and Poultry Genetic Resource Conservation and Bio-Breeding, Department of Animal Science, College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui, 230036, P. R., China
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