39 results on '"Ma, Xiaoming"'
Search Results
2. Genetic diversity, phylogeography, and maternal origin of yak (Bos grunniens)
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Wang, Xingdong, Pei, Jie, Xiong, Lin, Bao, Pengjia, Chu, Min, Ma, Xiaoming, La, Yongfu, Liang, Chunnian, Yan, Ping, and Guo, Xian
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- 2024
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3. Identification of circRNA-associated ceRNA networks in the longissimus dorsi of yak under different feeding systems
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Ma, Xiaoming, Guo, Xian, Yongfu, La, Wang, Tong, Bao, Pengjia, Chu, Min, Wu, Xiaoyun, Yan, Ping, and Liang, Chunnian
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- 2024
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4. Polymorphisms within the PRKG1 Gene of Gannan Yaks and Their Association with Milk Quality Characteristics.
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Feng, Fen, Yang, Guowu, Ma, Xiaoyong, Zhang, Juanxiang, Huang, Chun, Ma, Xiaoming, La, Yongfu, Yan, Ping, Zhandui, Pingcuo, and Liang, Chunnian
- Abstract
Yak milk, known as the "liquid gold", is a nutritious food with extensive consumption. Compared with cow milk, yak milk contains higher levels of nutrients such as dry matter, milk fat, and milk protein, which demonstrates great potential for exploitation and utilization. Protein kinase cGMP-dependent 1 (PRKG1) is an important functional molecule in the cGMP signaling pathway, and its significant influence on milk fatty acids has been discovered. The aim of this study is to explore the correlation between single nucleotide polymorphisms (SNPs) in the PRKG1 gene and the quality traits of Gannan yak milk in order to identify candidate molecular markers for Gannan yak breeding. In this study, genotyping was performed on 172 healthy, 4–5-year-old lactating Gannan yaks with similar body types, naturally grazed, and two to three parity. Three SNPs (g.404195C>T, g.404213C>T, and g.760138T>C) were detected in the PRKG1 gene of Gannan yaks, which were uniformly distributed in the yak population. Linkage disequilibrium analysis was conducted, revealing complete linkage disequilibrium between g.404195C>T and g.404213C>T. After conducting a correlation analysis between SNPs in the PRKG1 gene and milk quality in Gannan yaks, we found that PRKG1 SNPs significantly increased the content of casein, protein, and SNFs in yak milk. Among them, the TT homozygous genotype at the PRKG1 g.404195C>T loci exhibited higher casein and protein contents compared to the CC and CT genotypes (p < 0.05). The SNP g.760138T>C locus was associated with casein, protein, SNFs, and TS traits (p < 0.05). The CC genotype had higher casein and protein contents than the TT and TA genotypes (p < 0.05). However, there were no significant differences in milk fat, lactose, and acidity among the three genotypes (p > 0.05). In summary, PRKG1 gene polymorphism can serve as a candidate molecular marker for improving milk quality in Gannan yaks. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Polymorphisms of ITGA9 Gene and Their Correlation with Milk Quality Traits in Yak (Bos grunniens).
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Zhang, Mengfan, Zha, Xita, Ma, Xiaoming, La, Yongfu, Guo, Xian, Chu, Min, Bao, Pengjia, Yan, Ping, Wu, Xiaoyun, and Liang, Chunnian
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YAK ,MILK quality ,SINGLE nucleotide polymorphisms ,GENETIC polymorphisms ,HAPLOTYPES ,LINKAGE disequilibrium ,CELL adhesion - Abstract
A single-nucleotide polymorphism (SNP) is a genome-level trait that arises from a variation in a single nucleotide, leading to diversity in DNA sequences. SNP screening is commonly used to provide candidate genes for yak breeding efforts. Integrin Subunit Alpha 9 (ITGA9) is an integrin protein. It plays an important role in cell adhesion, signalling, and other processes. The aim of this study was to discuss the association between genetic polymorphisms in the ITGA9 gene and milk quality traits and to identify potential molecular marker loci for yak breeding quality. We genotyped 162 yaks using an Illumina Yak cGPS 7K liquid chip and identified the presence of polymorphisms at nine SNP loci in the ITGA9 gene of yaks. The results showed that the mutant genotypes in the loci g.285,808T>A, g.306,600T>C, and g.315,413C>T were positively correlated with the contents of casein, protein, total solids (TS), and solid nonfat (SNF) in yak milk. In other loci, heterozygous genotypes had a positive correlation with nutrient content in yak milk. Then, two ITGA9 haplotype blocks were constructed based on linkage disequilibrium, which facilitated a more accurate screening of ITGA9 as a candidate gene for yak milk quality improvement. In conclusion, we identified SNPs and haplotype blocks related to yak milk quality traits and provided genetic resources for marker-assisted selection in yak breeding. [ABSTRACT FROM AUTHOR]
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- 2024
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6. Serum Metabolomic Analysis of Synchronous Estrus in Yaks Based on UPLC-Q-TOF MS Technology.
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Feng, Fen, Huang, Chun, Luosang, Dunzhu, Ma, Xiaoming, La, Yongfu, Wu, Xiaoyun, Guo, Xian, Pingcuo, Zhandui, and Liang, Chunnian
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ESTRUS ,LIQUID chromatography-mass spectrometry ,YAK ,BLOOD serum analysis ,GONADOTROPIN releasing hormone ,ESTRUS synchronization - Abstract
Simple Summary: The synchronization process of yak estrus plays a crucial role in enhancing the reproductive success rate of yaks and safeguarding the continuation of the species. Metabolomics, a branch of bio-chemistry, primarily focuses on the quantitative analysis of all metabolites within an organism, aiming to identify the relative relationships between metabolites and physiological changes. It serves as a valuable tool for delving into the molecular mechanisms and responses of metabolic pathways under various perturbations. In this study, metabolomics methods were utilized to analyze blood samples collected from non-estrus yaks as well as those that underwent hormonally induced synchronized estrus to identify differential metabolites. The research results provide a theoretical basis for the optimization and application of synchronized estrus technology in yaks, promoting the healthy development of the yak industry. The yak is a unique species of livestock found in the Qinghai-Tibet Plateau and its surrounding areas. Due to factors such as late sexual maturity and a low rate of estrus, its reproductive efficiency is relatively low. The process of estrus synchronization in yaks plays a crucial role in enhancing their reproductive success and ensuring the continuation of their species. In order to clarify the characteristics of the serum metabolites of yak estrus synchronization, the yaks with inactive ovaries were compared with the estrus synchronization yaks. In this study, yaks were divided into the inactive ovaries group (IO), gonarelin-induced yak estrus group (GnRH), and chloprostenol sodium-induced yak estrus group (PGF). After the completion of the estrus synchronization treatment, blood samples were collected from the jugular veins of the non-estrus yaks in the control group and the yaks with obvious estrus characteristics in the GnRH and PGF groups. Metabolites were detected by ultra-high performance liquid chromatography-mass spectrometry, and differential metabolites were screened by multivariate statistical analysis. The results showed that a total of 70 significant differential metabolites were screened and identified in the GnRH vs. IO group, and 77 significant differential metabolites were screened and identified in the PGF vs. IO group. Compared with non-estrus yaks, 36 common significant differential metabolites were screened out after the induction of yak estrus by gonarelin (GnRH) and cloprostenol sodium (PGF), which were significantly enriched in signaling pathways such as the beta oxidation of very long chain fatty acids, bile acid biosynthesis, oxidation of branched chain fatty acids, steroidogenesis, steroid biosynthesis, and arginine and proline metabolism. This study analyzed the effects of gonadotropin releasing hormone (GnRH) and prostaglandin F (PGF) on the reproductive performance of yaks treated with estrus synchronization, which provides a theoretical basis for the optimization and application of yak estrus synchronization technology and promotes the healthy development of the yak industry. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Association between Single Nucleotide Polymorphisms of PRKD1 and KCNQ3 Gene and Milk Quality Traits in Gannan Yak (Bos grunniens).
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Ma, Xiaoyong, Yang, Guowu, Zhang, Juanxiang, Ma, Rong, Shen, Jinwei, Feng, Fen, Yu, Daoning, Huang, Chun, Ma, Xiaoming, La, Yongfu, Wu, Xiaoyun, Guo, Xian, Chu, Min, Yan, Ping, and Liang, Chunnian
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SINGLE nucleotide polymorphisms ,YAK ,MILK quality ,CASEINS ,FAT content of milk ,POTASSIUM channels ,MILKFAT - Abstract
Protein kinase D1 (PRKD1) functions primarily in normal mammary cells, and the potassium voltage-gated channel subfamily Q member 3 (KCNQ3) gene plays an important role in controlling membrane potential and neuronal excitability, it has been found that this particular gene is linked to the percentage of milk fat in dairy cows. The purpose of this study was to investigate the relationship between nucleotide polymorphisms (SNPs) of PRKD1 and KCNQ3 genes and the milk quality of Gannan yak and to find molecular marker sites that may be used for milk quality breeding of Gannan yak. Three new SNPs were detected in the PRKD1 (g.283,619T>C, g.283,659C>A) and KCNQ3 gene (g.133,741T>C) of 172 Gannan lactating female yaks by Illumina yak cGPS 7K liquid-phase microarray technology. Milk composition was analyzed using a MilkoScan
TM milk composition analyzer. We found that the mutations of these three loci significantly improved the lactose, milk fat, casein, protein, non-fat milk solid (SNF) content and acidity of Gannan yaks. The lactose content of the TC heterozygous genotype population at g.283,619T>C locus was significantly higher than that of the TT wild-type population (p < 0.05); the milk fat content of the CA heterozygous genotype population at g.283,659C>A locus was significantly higher than that of the CC wild-type and AA mutant populations (p < 0.05); the casein, protein and acidity of the CC mutant and TC heterozygous groups at the g.133,741T>C locus were significantly higher than those of the wild type (p < 0.05), and the SNF of the TC heterozygous group was significantly higher than that of the mutant group (p < 0.05). The results showed that PRKD1 and KCNQ3 genes could be used as candidate genes affecting the milk traits of Gannan yak. [ABSTRACT FROM AUTHOR]- Published
- 2024
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8. Genome-Wide Transcriptome Profiling Reveals the Mechanisms Underlying Hepatic Metabolism under Different Raising Systems in Yak.
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Zhang, Mengfan, Zha, Xita, Ma, Xiaoming, La, Yongfu, Guo, Xian, Chu, Min, Bao, Pengjia, Yan, Ping, Wu, Xiaoyun, and Liang, Chunnian
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YAK ,GENE expression ,LIPID metabolism ,MEAT quality ,TRANSCRIPTOMES - Abstract
Simple Summary: Yaks are a major economic source for people in the Tibetan Plateau region. Yaks are rich in nutrients, but their low fat content is not conducive to the large-scale promotion of yak meat, so the study of the mechanism of yak lipid deposition is beneficial to the marketing of yak meat. In this paper, the results of transcriptome sequencing analysis of yak liver showed that it could be determined that the expression levels of genes associated with partial lipid deposition were significantly up-regulated during yak fattening. In addition, this study found that the tenderness of yak meat improved during this process. Fattening significantly affects fat deposition in yaks, which may be realized through its effects on lipid metabolic pathways. Therefore, studying the mechanism of lipid deposition in yaks and fattening yaks will improve the quality of yak meat. Yak meat is nutritionally superior to beef cattle but has a low fat content and is slow-growing. The liver plays a crucial role in lipid metabolism, and in order to determine whether different feeding modes affect lipid metabolism in yaks and how it is regulated, we employed RNA sequencing (RNA-seq) technology to analyze the genome-wide differential gene expression in the liver of yaks maintained under different raising systems. A total of 1663 differentially expressed genes (DEGs) were identified (|log2FC| ≥ 0 and p-value ≤ 0.05), including 698 down-regulated and 965 up-regulated genes. According to gene ontology (GO) and KEGG enrichment analyses, these DEGs were significantly enriched in 13 GO terms and 26 pathways (p < 0.05). Some DEGs were enriched in fatty acid degradation, PPAR, PI3K-Akt, and ECM receptor pathways, which are associated with lipid metabolism. A total of 16 genes are well known to be related to lipid metabolism (e.g., APOA1, FABP1, EHHADH, FADS2, SLC27A5, ACADM, CPT1B, ACOX2, HMGCS2, PLIN5, ACAA1, IGF1, FGFR4, ALDH9A1, ECHS1, LAMA2). A total of 11 of the above genes were significantly enriched in the PPAR signaling pathway. The reliability of the transcriptomic data was verified using qRT-PCR. Our findings provide new insights into the mechanisms regulating yak meat quality. It shows that fattening improves the expression of genes that regulate lipid deposition in yaks and enhances meat quality. This finding will contribute to a better understanding of the various factors that determine yak meat quality and help develop strategies to improve yield and quality. [ABSTRACT FROM AUTHOR]
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- 2024
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9. Proteomic Analysis Reveals the Effects of Different Dietary Protein Levels on Growth and Development of Jersey-Yak.
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Yang, Guowu, Dai, Rongfeng, Ma, Xiaoming, Huang, Chun, Ma, Xiaoyong, Li, Xinyi, La, Yongfu, Dingkao, Renqing, Renqing, Ji, Guo, Xian, Zhaxi, Ta, and Liang, Chunnian
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DIETARY proteins ,PROTEINS in animal nutrition ,PROTEOMICS ,YAK ,JERSEY cattle ,MUSCLE growth ,MYOSIN - Abstract
Simple Summary: The aim of our study was to investigate the effects of dietary supplementation with different protein levels after grazing on growth performance as well as on the proteomics of the LL muscle of Jersey-yak. The results showed that a certain amount of crude protein supplementation to Jersey-yak at the end of grazing significantly improved growth performance and increased their economic efficiency. In addition, we analyzed the proteomic differences in the longest dorsal muscle of Jersey-yak. From our analyses, we identified differences in the abundance of 434 proteins involved in pathways related to muscle growth and development and energy metabolism, among others. Several of the proteins enriched in these pathways, such as MYH8, are associated with myoblast development and differentiation as well as muscle development. In conclusion, the results of this study provide proteomic insights into the different feeding patterns of yak crossbred progeny, suggesting that a greater economic income can be achieved by improving their feeding conditions. Jersey-yak is a hybrid offspring of Jersey cattle and yak (Bos grunniens). Changing the feeding system of Jersey-yak can significantly improve its growth performance. In this study, tandem mass tag (TMT) proteomics technology was used to determine the differentially expressed proteins (DEPs) of the longissimus lumborum (LL) muscle of Jersey-yak fed different protein levels of diet. The results showed that compared with the traditional grazing feeding, the growth performance of Jersey-yaks was significantly improved by crude protein supplementation after grazing. A total of 3368 proteins were detected in these muscle samples, of which 3365 were quantified. A total of 434 DEPs were identified. Through analyses, it was found that some pathways related to muscle growth and development were significantly enriched, such as Rap1 signaling pathway, mTOR signaling pathway, and TGF-beta signaling pathway. A number of DEPs enriched in these pathways are related to muscle cell development, differentiation, and muscle development, including integrin subunit alpha 7 (ITGA7), myosin heavy chain 8 (MYH8), and collagen type XII alpha 1 chain (COL12A1). In conclusion, the results of this study provide insights into the proteomics of different feeding patterns of Jersey-yak, providing a stronger basis for further understanding the biological mechanism of hybrid varieties. [ABSTRACT FROM AUTHOR]
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- 2024
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10. A comprehensive study on the longissius dorsi muscle of Ashdan yaks under different feeding regimes based on transcriptomic and metabolomic analyses.
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Wang, Tong, Ma, Xiaoming, Zheng, Qingbo, Ma, Chaofan, Zhang, Zhilong, Pan, Heping, Guo, Xian, Wu, Xiaoyun, Chu, Min, Liang, Chunnian, and Yan, Ping
- Abstract
AbstractYak is an important dominant livestock species at high altitude, and the growth performance of yak has obvious differences under different feeding methods. This experiment was conducted to compare the effects of different feeding practices on growth performance and meat quality of yaks through combined transcriptomic and metabolomic analyses. In terms of yak growth performance, compared with traditional grazing, in-house feeding can significantly improve the average daily weight gain, carcass weight and net meat weight of yaks; in terms of yak meat quality, in-house feeding can effectively improve the quality of yak meat. A combined transcriptomic and metabolomic analysis revealed 31 co-enriched pathways, among which arginine metabolism, proline metabolism and glycerophospholipid metabolism may be involved in the development of the longissimus dorsi muscle of yak and the regulation of meat quality-related traits. The experimental results increased our understanding of yak meat quality and provided data materials for subsequent deep excavation of the mechanism of yak meat quality. [ABSTRACT FROM AUTHOR]
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- 2024
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11. Polymorphisms of CCSER1 Gene and Their Correlation with Milk Quality Traits in Gannan Yak (Bos grunniens).
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Yang, Guowu, Zhang, Juanxiang, Ma, Xiaoyong, Ma, Rong, Shen, Jinwei, Liu, Modian, Yu, Daoning, Feng, Fen, Huang, Chun, Ma, Xiaoming, La, Yongfu, Guo, Xian, Yan, Ping, and Liang, Chunnian
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MILK quality ,YAK ,REGULATOR genes ,GENETIC polymorphisms ,FAT content of milk ,SINGLE nucleotide polymorphisms ,CASEINS ,LACTOSE - Abstract
Coiled-coil serine-rich protein 1 (CCSER 1) gene is a regulatory protein gene. This gene has been reported to be associated with various economic traits in large mammals in recent years. The aim of this study was to investigate the association between CCSER1 gene single nucleotide polymorphisms (SNPs) and Gannan yaks and to identify potential molecular marker loci for breeding milk quality in Gannan yaks. We genotyped 172 Gannan yaks using Illumina Yak cGPS 7K liquid microarrays and analyzed the correlation between the three SNPs loci of the CCSER1 gene and the milk qualities of Gannan yaks, including milk fat, protein and casein. It was found that mutations at the g.183,843A>G, g.222,717C>G and g.388,723G>T loci all affected the fat, protein, casein and lactose traits of Gannan yak milk to varying extents, and that the milk quality of individuals with mutant phenotypes was significantly improved. Among them, the milk fat content of AG heterozygous genotype population at g.183,843A>G locus was significantly higher than that of AA and GG genotype populations (p < 0.05); the casein and protein content of mutant GG and CG genotype populations at g.222,717C>G locus was significantly higher than that of wild-type CC genotype population (p < 0.05); and the g.388,723G>T locus of the casein and protein contents of the mutant TT genotype population were significantly higher (p < 0.05) than those of the wild-type GG genotype population. These results provide potential molecular marker sites for Gannan yak breeding. [ABSTRACT FROM AUTHOR]
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- 2023
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12. Evolutionary origin of genomic structural variations in domestic yaks.
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Liu, Xinfeng, Liu, Wenyu, Lenstra, Johannes A., Zheng, Zeyu, Wu, Xiaoyun, Yang, Jiao, Li, Bowen, Yang, Yongzhi, Qiu, Qiang, Liu, Hongyu, Li, Kexin, Liang, Chunnian, Guo, Xian, Ma, Xiaoming, Abbott, Richard J., Kang, Minghui, Yan, Ping, and Liu, Jianquan
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YAK ,C-kit protein ,NATURAL selection ,GENETIC variation ,GENE expression - Abstract
Yak has been subject to natural selection, human domestication and interspecific introgression during its evolution. However, genetic variants favored by each of these processes have not been distinguished previously. We constructed a graph-genome for 47 genomes of 7 cross-fertile bovine species. This allowed detection of 57,432 high-resolution structural variants (SVs) within and across the species, which were genotyped in 386 individuals. We distinguished the evolutionary origins of diverse SVs in domestic yaks by phylogenetic analyses. We further identified 334 genes overlapping with SVs in domestic yaks that bore potential signals of selection from wild yaks, plus an additional 686 genes introgressed from cattle. Nearly 90% of the domestic yaks were introgressed by cattle. Introgression of an SV spanning the KIT gene triggered the breeding of white domestic yaks. We validated a significant association of the selected stratified SVs with gene expression, which contributes to phenotypic variations. Our results highlight that SVs of different origins contribute to the phenotypic diversity of domestic yaks. Yaks have been subject to natural selection, human domestication and interspecific introgression during their evolution. Here, the authors have identified genomic structural variations and the linked genes involved in these processes in domestic yaks, to reveal new insight into genetic basis of phenotypic diversity. [ABSTRACT FROM AUTHOR]
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- 2023
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13. Comparative Study on Nutritional Characteristics and Volatile Flavor Substances of Yak Milk in Different Regions of Gannan.
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Yang, Guowu, Zhang, Juanxiang, Dai, Rongfeng, Ma, Xiaoyong, Huang, Chun, Ren, Wenwen, Ma, Xiaoming, Lu, Jianwei, Zhao, Xue, Renqing, Ji, Zha, Lao, Guo, Xian, Chu, Min, La, Yongfu, Bao, Pengjia, and Liang, Chunnian
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YAK ,ESSENTIAL amino acids ,GLUTAMIC acid ,PRINCIPAL components analysis ,FLAVOR ,ETHYL acetate ,VOLATILE organic compounds - Abstract
This study aimed to investigate the nutritional properties of yak milk in various areas of Gannan. The milk composition analyzer, automatic amino acid analyzer, and flavor analyzer were used to detect the conventional nutrients, amino acids, and volatile flavor substances of 249 yak milks in Meiren grassland, Xiahe grassland, and Maqu grassland (hereinafter referred to as Meiren yak, Xiahe yak, and Maqu yak) in the Gannan area. The results showed that the fat content of Meiren yak milk was significantly higher than that of Maqu yak and Xiahe yak (p < 0.05). The protein content of Meiren yak milk was significantly higher than that of Xiahe yak (p < 0.05), but not significantly different from that of Maqu yak (p > 0.05). The casein content in the milk of Maqu yak was significantly higher than that of Meiren yak and Xiahe yak (p < 0.05). There was no significant difference in the lactose content of yak milk in the three regions (p > 0.05). The content of glutamic acid in the milk of Meiren yak, Xiahe yak, and Maqu yak was noticeably high, which was 1.03 g/100 g, 1.07 g/100 g, and 1.10 g/100 g, respectively. The total amino acid (TAA) content was 4.78 g/100 g, 4.87 g/100 g, and 5.0 g/100 g, respectively. The ratios of essential amino acids (EAA) and total amino acids (TAA) in the milk of Meiren yak, Xiahe yak, and Maqu yak were 42.26%, 41.27%, and 41.39%, respectively, and the ratios of essential amino acids (EAA) and nonessential amino acids (NEAA) were 73.19%, 70.28%, and 70.61%, respectively. In the yak milk samples collected from three different regions, a total of 34 volatile flavor compounds were detected, including 10 aldehydes, five esters, six ketones, four alcohols, two acids, and seven others. The main flavor substances qualitatively obtained from Meiren yak milk were ethyl acetate, n-valeraldehyde, acetic acid, heptanal, and n-hexanal. Xiahe yak milk mainly contains ethyl acetate, isoamyl alcohol, n-valeraldehyde, heptanal, and ethyl butyrate. Maqu yak milk mainly contains ethyl acetate, n-valeraldehyde, isoamyl alcohol, heptanal, ethyl butyrate, and n-hexanal. Principal component analysis showed that the flavor difference between Xiahe yak and Maqu yak was small, while the flavor difference between Xiahe yak, Maqu yak, and Meiren yak was large. The findings of this research can serve as a foundation for the future advancement and application of yak milk. [ABSTRACT FROM AUTHOR]
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- 2023
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14. Early Growth and Development and Nonlinear Model Fitting Analysis of Ashidan Yak.
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Meng, Guangyao, La, Yongfu, Bao, Qi, Wu, Xiaoyun, Ma, Xiaoming, Huang, Chun, Chu, Min, Liang, Chunnian, and Yan, Ping
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YAK ,CHEST (Anatomy) ,BODY weight ,BODY size ,ANIMAL genetics - Abstract
Simple Summary: Ashidan yak is a new breed of hornless yak developed by Chinese scientists, which has an important economic value. However, little is known about the growth of Ashidan yaks. This study analyzed the body weight and body size measurements of 260 female Ashdan yaks and compared the performance of five nonlinear models (Logistic model, Gompertz model, Brody model, von Bertalanffy model and Richards model). Our results showed that the early growth and development of Ashidan yak change with the seasons, and the Richards model performs better among the five models. Understanding animal growth plays an important role in improving animal genetics and breeding. In order to explore the early growth and development law of Ashidan yak, the body weight (BW), wither height (WH), body oblique length (BL) and chest girth (CG) of 260 female Ashidan yaks were measured. These individuals grew under grazing conditions, and growth traits were measured at 6, 12, 18 and 30 months of age. Then the absolute growth and relative growth of Ashidan yak were calculated, and five nonlinear models (Logistic model, Gompertz model, Brody model, von Bertalanffy model and Richards model) were used to fit the growth curve of Ashidan yak. The fitting effect of the model was evaluated according to MSE, AIC and BIC. The results showed that the growth rate of Ashidan yak was the fastest from 12 to 18 months old, and the growth was slow or even stagnant from 6 to 12 months old. The AIC and BIC values of the Richards model were the lowest among the five models, with an AIC value of 4543.98 and a BIC value of 4563.19. The Richards model estimated body weight at 155.642 kg. In summary, the growth rate of female Ashidan yak changes with the seasons, growing faster in warm seasons and slower in cold seasons. Richards model is the best model to describe the growth curve of female Ashidan yak in five nonlinear models. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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15. Genome-Wide Landscape of mRNAs, lncRNAs, and circRNAs during Testicular Development of Yak.
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La, Yongfu, Ma, Xiaoming, Bao, Pengjia, Chu, Min, Yan, Ping, Liang, Chunnian, and Guo, Xian
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YAK , *LINCRNA , *GENE expression , *CELL differentiation , *MESODERM , *CIRCULAR RNA - Abstract
Testicular development is a tightly regulated process in mammals. Understanding the molecular mechanisms of yak testicular development will benefit the yak breeding industry. However, the roles of different RNAs, such as mRNA, lncRNA, and circRNA in the testicular development of yak, are still largely unclear. In this study, transcriptome analyses were performed on the expression profiles of mRNAs, lncRNAs, and circRNAs in testis tissues of Ashidan yak at different developmental stages, including 6-months-old (M6), 18-months-old (M18), and 30-months-old (M30). A total of 30, 23, and 277 common differentially expressed (DE) mRNAs, lncRNAs, and circRNAs were identified in M6, M18, and M30, respectively. Furthermore, functional enrichment analysis showed that the common DE mRNAs during the entire developmental process were mainly involved in gonadal mesoderm development, cell differentiation, and spermatogenesis processes. Additionally, co-expression network analysis identified the potential lncRNAs related to spermatogenesis, e.g., TCONS_00087394 and TCONS_00012202. Our study provides new information about changes in RNA expression during yak testicular development, which greatly improves our understanding of the molecular mechanisms regulating testicular development in yaks. [ABSTRACT FROM AUTHOR]
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- 2023
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16. The Novel Structural Variation in the GHR Gene Is Associated with Growth Traits in Yaks (Bos grunniens).
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Wang, Fubin, Wu, Xiaoyun, Ma, Xiaoming, Bao, Qi, Zheng, Qingbo, Chu, Min, Guo, Xian, Liang, Chunnian, and Yan, Ping
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YAK ,SOMATOTROPIN receptors ,ANGIOTENSIN converting enzyme ,RUNX proteins ,TRANSCRIPTION factors ,LIVESTOCK growth ,LIVESTOCK breeding - Abstract
Simple Summary: Yak is the dominant animal species in China's plateau regions. The development of the yak industry is conducive to protecting the ecosystem of the Qinghai–Tibet Plateau and promoting local economic development. However, the slow growth and development of yak have seriously affected the development of the yak industry. Structural variation (SV) has been widely applied in livestock breeding for growth traits. Therefore, it is of great significance to use SV to improve yak growth traits in yak breeding. Meanwhile, the GHR gene plays an important role in the formation and normal development of bones. This study associated the correlation between the yak GHR SV gene and growth traits and confirmed that GHR-SV can be used as a molecular marker for the early reproduction of yaks. This study provides a theoretical basis for the early growth and development of yaks. The growth hormone receptor (GHR) is a member of the cytokine/hematopoietic factor receptor superfamily, which plays an important role in the growth and development, immunity, and metabolism of animals. This study identified a 246 bp deletion variant in the intronic region of the GHR gene, and three genotypes, including type II, type ID, and type DD, were observed. Genotype analysis of structural variation (SV) was performed on 585 individuals from 14 yak breeds, and it was found that 246 bp deletion was present in each breed. The II genotype was dominant in all yak breeds except for SB yak. The association analysis of gene polymorphisms and growth traits in the ASD yak population showed that the 246 bp SV was significantly associated with body length at 6 months (p < 0.05). GHR messenger RNA (mRNA) was expressed in all the tested tissues, with significantly higher levels in the liver, muscle, and fat than in other organs. The results of transcription activity showed that the luciferase activity of the pGL4.10-DD vector was significantly higher than that of the pGL4.10-II vector (p < 0.05). Additionally, the transcription-factor binding prediction results showed that the SV in the runt-related transcription factor 1 (Runx1) transcription-factor binding site may affect the transcriptional activity of the GHR gene, regulating yak growth and development. This study showed that the novel SV of the GHR gene could be used as a candidate molecular marker for the selection of the early growth trait in ASD yak. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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17. Integrative Analysis of Proteomics and Transcriptomics of Longissimus dorsi with Different Feeding Systems in Yaks.
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Ma, Xiaoming, Guo, Xian, La, Yongfu, Wu, Xiaoyun, Chu, Min, Bao, Pengjia, Yan, Ping, and Liang, Chunnian
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YAK ,PROTEOMICS ,ERECTOR spinae muscles ,MEAT quality ,GENE expression - Abstract
Yaks (Bos grunniens) are a critical livestock breed in the plateau region, and changing the feeding system of yaks can significantly improve their growth performance. The effects of different feeding regimes on the growth performance and meat quality of yaks were comprehensively compared here. The transcriptome and proteome of the Longissimus dorsi muscle were determined using RNA-seq and Tandem Mass Tag (TMT) techniques. Indoor feeding significantly improved the growth performance (such as the average daily gain and carcass weight) and meat quality characteristics compared with traditional grazing feeding. In the grazing (Group G) vs. in-house fed group (Group HF) comparison, 40 differentially expressed genes/differentially abundant proteins exhibited the same mRNA and protein expression trends. These genes were associated with collagen binding, the lipoxygenase pathway, and the arachidonic acid metabolic process. Parallel reaction monitoring verified whether the TMT results were reliable. Moreover, some pathways, such as the AMPK signaling pathway, FoxO signaling pathway, PPAR signaling pathway, and fatty acid metabolism, were significantly enriched. These results expand our knowledge about meat quality in yaks and provide practical information and more evidence for further insight into the biological mechanisms underlying meat quality traits. [ABSTRACT FROM AUTHOR]
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- 2023
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18. Analysis of Copy Number Variation in the Whole Genome of Normal-Haired and Long-Haired Tianzhu White Yaks.
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Meng, Guangyao, Bao, Qi, Ma, Xiaoming, Chu, Min, Huang, Chun, Guo, Xian, Liang, Chunnian, and Yan, Ping
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YAK ,INTEGERS ,HAIR growth ,PHENOTYPIC plasticity ,GERMPLASM - Abstract
Long-haired individuals in the Tianzhu white yak population are a unique genetic resource, and have important landscape value. Copy number variation (CNV) is an important source of phenotypic variation in mammals. In this study, we used resequencing technology to detect the whole genome of 10 long-haired Tianzhu white yaks (LTWY) and 10 normal-haired Tianzhu white yaks (NTWY), and analyzed the differences of CNV in the genome of LTWYs and NTWYs. A total of 110268 CNVs were identified, 2006 CNVRs were defined, and the distribution map of these CNVRs on chromosomes was constructed. The comparison of LTWYs and NTWYs identified 80 differential CNVR-harbored genes, which were enriched in lipid metabolism, cell migration and other functions. Notably, some differential genes were identified as associated with hair growth and hair-follicle development (e.g., ASTN2, ATM, COL22A1, GK5, SLIT3, PM20D1, and SGCZ). In general, we present the first genome-wide analysis of CNV in LTWYs and NTWYs. Our results can provide new insights into the phenotypic variation of different hair lengths in Tianzhu white yaks. [ABSTRACT FROM AUTHOR]
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- 2022
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19. Comparative Study of the Expression Profiles of miRNAs of Milk-Derived Exosomes of Yak and Jeryak.
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Ren, Wenwen, Zhang, Yongfeng, Dingkao, Renqing, Huang, Chun, Ma, Xiaoming, Wu, Xiaoyun, La, Yongfu, Chu, Min, Bao, Pengjia, Guo, Xian, Pei, Jie, Yan, Ping, and Liang, Chunnian
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EXOSOMES ,YAK ,GENE expression ,MICRORNA ,DENSITY gradient centrifugation ,NON-coding RNA ,MILKFAT - Abstract
Simple Summary: Exosomes are multivesicular bodies produced and secreted by living cells as membranous vesicles with a diameter of about 30–150 nm, density of 1.13–1.19 g/mL, and a typical "cup dish" shape. Exosomes carry proteins, miRNA, lncRNA, circRNA, and mRNA and their degradation fragments are involved in intracellular signal transduction important for regulation of cellular activities. Of these, miRNAs play an important role in the regulation of gene expression in important biological processes such as cell division, tissue development, and immune response. In this study, milk quality was determined and exosome miRNAs from yak and Jeryak milk sampled in June and December were characterized by sequencing. Differentially expressed miRNAs (DEMs) and pathways related to lactation performance were identified. In summary, this study provides data that can be used to develop alternative strategies for improving the lactation performance of yaks and Jeryaks. The Jeryak is the hybrid offspring of yaks and Jersey cattle and exhibit improved milk and meat yields. Biomolecules carried within milk exosomes are important for cell growth, development, immune regulation, and various pathophysiological processes. Previous studies showed that miRNAs regulate mammary gland development, lactation, and milk quality. This study explored the relationship between milk exosomes miRNAs and lactation performance. A comparison of the milk content showed that yak milk was of a better quality compared to Jeryak milk (casein, fat, TS, SNF, lactose). Milk collected in December was superior to that collected in June for both yak and Jeryak, except for lactose concentrations. Exosomes were extracted by density gradient centrifugation and miRNA expression profiles in milk exosomes from three yaks and three Jeryaks collected in June and December were detected by small RNA sequencing. In all, 22, 120, 78, and 62 differentially expressed miRNAs (DEMs) were identified in Jun_ JY vs. Jun_ Y (P1: Jeryak in June vs. Yak in June), Jun_ JY vs. Dec_ JY (P2: Jeryak in June vs. Jeryak in December), Dec_ JY vs. Dec_ Y (P3: Jeryak in December vs. Yak in December), and Jun_ Y vs. Dec_ Y (P4: Yak in June vs. Yak in December) groups. These DEMs were enriched in functions and signaling pathways related to lactation performance. In conclusion, these findings are a reference tool to study the molecular basis of lactation performance. [ABSTRACT FROM AUTHOR]
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- 2022
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20. Copy Number Variation of the SOX6 Gene and Its Associations with Growth Traits in Ashidan Yak.
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Li, Xinyi, Huang, Chun, Liu, Modian, Dai, Rongfeng, Wu, Xiaoyun, Ma, Xiaoming, Chu, Min, Bao, Pengjia, Pei, Jie, Guo, Xian, Yan, Ping, and Liang, Chunnian
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SOX transcription factors ,YAK ,CHEST (Anatomy) ,GENE expression ,TRANSCRIPTION factors - Abstract
Simple Summary: The SOX6 (sex determining region Y-box 6) gene belongs to one of the transcription factors in the SRY (sex-determining region Y) family, which affects sex determination, embryonic and nervous system development, bone and various organ formation. In the previous study, the whole-genome sequencing was used to detect multiple genes located in the copy number variation region, including SOX6 gene. In this study, we identified the correlation between the growth traits and CNV of SOX6 in 311 Ashidan yaks. The results showed that SOX6-CNV was significantly correlated with the chest girth of the 6-months old yaks (p < 0.05) and 30-months yaks (p < 0.05), and withers height of 6 months yaks (p < 0.05) and 18-months yaks (p < 0.05), suggesting the SOX6-CNV affect growth traits in yaks, and could be new markers for the selection of yak breeding. Copy number variation (CNV) is a fundamental type of structural variation of the genome affecting the economic traits of livestock. The SOX6 gene (sex-determining region Y-box 6), as a transcription factor, has multiple functions with regard to sex determination, embryonic growth, the nervous system development, as well as bone, and various organ formation. This study employed quantitative real-time fluorescence quota PCR (qPCR) for detecting the SOX6-CNV of the 311 Ashidan yaks and analyzed the correlation of the SOX6-CNV with four phenotypes (including body weight, withers height, body length, and chest girth) of the yaks aged 6, 12, 18, and 30 months using ANOVA and multiple comparisons. Furthermore, the SOX6 gene expression was identified in seven different tissues of the yaks. The experiment results demonstrated the expression of SOX6 in each tissue, and the kidney and muscle tissue were found to have higher relative expression levels. Based on the processing by IBM SPSS software, SOX6-CNV was significantly correlated with the chest girth of the 6-months old yaks (p < 0.05) and 30-months yaks (p < 0.05), and withers height of 6 months yaks (p < 0.05) and 18-months yaks (p < 0.05), as well as the normal type of CNV, was chosen for yak breeding. In conclusion, SOX6 might be prominently involved in promoting growth and development of yaks, suggesting that the SOX6 gene can be used in breeding yaks by molecular marker-assisted selection (MAS). The study also offered some important insights into the references and clues for the genetic breeding of yaks. [ABSTRACT FROM AUTHOR]
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- 2022
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21. Identification and Characterization of Piwi-Interacting RNAs for Early Testicular Development in Yak.
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La, Yongfu, Ma, Xiaoming, Bao, Pengjia, Chu, Min, Yan, Ping, Guo, Xian, and Liang, Chunnian
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YAK , *SPERMATOGENESIS , *NON-coding RNA , *RNA sequencing , *GERM cells , *RNA - Abstract
Normal testicular development plays a crucial role in male reproduction and is the precondition for spermatogenesis. PIWI-interacting RNAs (piRNAs) are novel noncoding RNAs expressed in animal germ cells that form complexes with PIWI family proteins and are involved in germ cell development, differentiation, and spermatogenesis. However, changes in piRNA expression profiles during early testicular development in yak have not been investigated. In this study, we used small RNA sequencing to evaluate the differences and potential functions of piRNA expression profiles in 6-, 18-, and 30-month-old yak testis tissues. Differential expression analysis found 109, 293, and 336 differentially expressed piRNAs in M30 vs. M18, M18 vs. M6, and M30 vs. M6, respectively, and found 30 common differentially expressed piRNAs in the three groups of M6, M18, and M30. In addition, the functional enrichment analysis of differentially expressed piRNAs target genes indicated that they were related to testicular development and spermatogenesis. Finally, we detected the expression of the PIWI protein family in the yak testis at different developmental stages and found that PIWIL1, PIWIL2, PIWIL3, and PIWIL4 were highly expressed in 18- and 30-month-old yak testis and almost not expressed in 6-month-old yak testis. In conclusion, this study summarizes the changes of piRNA expression patterns during the early development of yak testis and provides new clues for the regulatory role of piRNA in yak testis. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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22. Copy Number Variations in the MICALL2 and MOGAT2 Genes Are Associated with Ashidan Yak Growth Traits.
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Liu, Modian, Huang, Chun, Dai, Rongfeng, Ren, Wenwen, Li, Xinyi, Wu, Xiaoyun, Ma, Xiaoming, Chu, Min, Bao, Pengjia, Guo, Xian, Pei, Jie, Xiong, Lin, Yan, Ping, and Liang, Chunnian
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YAK ,LIVESTOCK breeding ,GENE rearrangement ,GENES ,MITOCHONDRIAL proteins ,ACYLTRANSFERASES - Abstract
Simple Summary: Yaks are among the largest high-altitude mammals in the world, and they are ideally adapted to the harsh environmental conditions of the plateau regions. Yaks are thus central to the lives of herdsmen and other local populations in these high-altitude areas. Copy number variations (CNVs) are an important cause of genomic variation in livestock and identifying advantageous CNVs can aid in livestock breeding efforts. In this study, an association between CNVs in the MICALL2 and MOGAT2 genes and Ashidan yak growth traits was confirmed, providing a theoretical foundation for Ashidan yak breeding and meat production efforts. Copy number variations (CNVs) are a result of genomic rearrangement affecting DNA regions over 1 kb in length, and can include inversions, translocations, deletions, and duplications. The molecule interacting with CasL-like protein 2 (MICALL2) gene is primarily associated with mitochondrial protein targeting and exhibits predicted stress fiber colocalization. The monoacylglycerol O-acyltransferase 2 (MOGAT2) gene encodes an enzyme responsible for catalyzing diacylglycerol synthesis from 2-monoacylglycerol and fatty acyl-CoA. For this study, blood samples were obtained from 315 yaks, and the body weight, body length, withers height, and chest girth of these animals were measured at 6, 12, 18, and 30 months of age. Genomic DNA was harvested from the collected blood samples, and CNVs in these samples were detected by qPCR. The resultant data were compared using ANOVAs, revealing significant associations between MICALL2 gene CNVs and body weight at 6 months of age (p < 0.05), body length and chest girth at 30 months of age (p < 0.05), and withers height at 18 months of age (p < 0.01) in Ashidan yaks. Similarly, MOGAT2 CNVs were significantly associated with body weight at 6 and 30 months of age (p < 0.05), and with withers height at 18 months of age (p < 0.01) in these Ashidan yaks. MICALL2 and MOGAT2 gene expression was further analyzed in yak tissue samples, revealing that MICALL2 was most highly expressed in the adipose tissue, whereas MOGAT2 was most highly expressed in the lung. These results thus confirmed the relationship between CNVs in the MICALL2 and MOGAT2 genes and Ashidan yak growth traits, providing a valuable gene locus that can be leveraged for future marker-assisted yak breeding efforts. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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23. Different expression of LHR, PRLR, GH and IGF1 during testicular development of yak.
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La, Yongfu, Ma, Fulong, Ma, Xiaoming, Bao, Pengjia, Chu, Min, Liang, Chunnian, Guo, Xian, Yin, Mancai, Li, Jiye, and Yan, Ping
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YAK ,SOMATOMEDIN C ,LUTEINIZING hormone receptors ,LEYDIG cells ,LUNGS ,GONADS ,SOMATOTROPIN receptors ,CELL physiology - Abstract
Luteinizing hormone receptor (LHR), prolactin receptor (PRLR), growth hormone (GH) and insulin‐like growth factor 1 (IGF1) have been shown to be key regulators of germ cell development. However, the role of LHR, PRLR, GH and IGF1 in the development of yak testis remains unclear. In this study, we aimed to describe and compare gene expression and protein localization of LHR, PRLR, GH and IGF1 in the development of yak testes. Testes were collected from 6, 24, 36 and 72 months yak, and the kidney, liver, testicular, lung, skeletal muscle, heart and spleen tissues were collected from 36 months yak. The quantitative real‐time PCR (qRT‐PCR) results showed that the expression of these four genes was widely expressed in kidney, liver, testicular, lung, skeletal muscle, heart and spleen, while the LHR and PRLR were highly expressed in the kidney, skeletal muscle and testis, and higher levels of GH and IGF were expressed in spleen and testis. Moreover, the mRNA expression of these genes in adults was higher than in pre‐pubertal yak. In the testis, the LHR‐, PRLR‐, GH‐ and IGF1‐positive signals were detected in the Leydig cells of the 6 months, while the intense positive signals were discovered in Leydig cells, spermatogonia and spermatocytes of the 36 and 72 months. Thus, LHR, PRLR, GH and IGF1 may be involved in the development of spermatids and spermatocytes, and in the regulation of spermatogonia proliferation and Leydig cell function. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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24. Comprehensive Analysis of mRNA, lncRNA, circRNA, and miRNA Expression Profiles and Their ceRNA Networks in the Longissimus Dorsi Muscle of Cattle-Yak and Yak.
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Huang, Chun, Ge, Fei, Ma, Xiaoming, Dai, Rongfeng, Dingkao, Renqing, Zhaxi, Zhuoma, Burenchao, Getu, Bao, Pengjia, Wu, Xiaoyun, Guo, Xian, Chu, Min, Yan, Ping, and Liang, Chunnian
- Subjects
CIRCULAR RNA ,LINCRNA ,YAK ,CELLULAR signal transduction ,ERECTOR spinae muscles - Abstract
Cattle-yak, as the hybrid offspring of cattle (Bos taurus) and yak (Bos grunniens), demonstrates obvious heterosis in production performance. Male hybrid sterility has been focused on for a long time; however, the mRNAs and non-coding RNAs related to muscle development as well as their regulatory networks remain unclear. The phenotypic data showed that the production performance (i.e., body weight, withers height, body length, and chest girth) of cattle-yak was significantly better than that of the yak, and the economic benefits of the cattle-yak were higher under the same feeding conditions. Then, we detected the expression profiles of the longissimus dorsi muscle of cattle-yak and yak to systematically reveal the molecular basis using the high-throughput sequencing technology. Here, 7,126 mRNAs, 791 lncRNAs, and 1,057 circRNAs were identified to be differentially expressed between cattle-yaks and yaks in the longissimus dorsi muscle. These mRNAs, lncRNA targeted genes, and circRNA host genes were significantly enriched in myoblast differentiation and some signaling pathways related to muscle development (such as HIF-1 signaling pathway and PI3K-Akt signaling pathway). We constructed a competing endogenous RNA (ceRNA) network and found that some non-coding RNAs differentially expressed may be involved in the regulation of muscle traits. Taken together, this study may be used as a reference tool to provide the molecular basis for studying muscle development. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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25. Microbiome and Metabolomics Reveal the Effects of Different Feeding Systems on the Growth and Ruminal Development of Yaks.
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Huang, Chun, Yao, Xixi, Ge, Fei, Guo, Xian, Bao, Pengjia, Ma, Xiaoming, Wu, Xiaoyun, Chu, Min, Yan, Ping, and Liang, Chunnian
- Subjects
YAK ,METABOLOMICS ,HIPPURIC acid ,CORPORATE profits ,PHENYLALANINE - Abstract
The change in the feeding system can greatly improve the growth performance of the yak (Bos grunniens), an important livestock species in the plateau region. Here, we comprehensively compared the effects of different feeding systems on the growth performance and ruminal development of yaks, and investigated the effects of ruminal microorganisms and metabolites using the 16S rRNA gene sequencing and liquid chromatograph–mass spectrometer (LC-MS) technologies. We found that compared to traditional grazing feeding, house feeding significantly improved the growth performance (such as average daily gain and net meat weight) and rumen development of the yaks. At the genus level, the abundance of Rikenellaceae RC9 Gut group , Christensenellaceae R-7 group , Lachnospiraceae NK3A20 group , Ruminococcaceae UCG-014 , and Prevotellaceae UCG-003 showed significant differences and was closely related to rumen development in the two distinct feeding systems. Also, metabolomics revealed that the change in the feeding system significantly affected the concentration and metabolic pathways of the related rumen metabolites. The metabolites with significant differences were significantly enriched in purine metabolism (xanthine, adenine, inosine, etc.), tyrosine metabolism (L-tyrosine, dopaquinone, etc.), phenylalanine metabolism (dihydro-3-caumaric acid, hippuric acid, etc.), and cAMP signaling pathway [acetylcholine, (-)-epinephrine, etc.]. This study scientifically support the house fattening feeding system for yaks. Also, our results provide new insights into the composition and function of microbial communities that promote ruminal development and in general growth of the yaks. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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26. Genome-Wide Analysis Reveals Changes in Polled Yak Long Non-coding RNAs in Skeletal Muscle Development.
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Ma, Xiaoming, Fu, Donghai, Chu, Min, Ding, Xuezhi, Wu, Xiaoyun, Guo, Xian, Kalwar, Qudratullah, Pei, Jie, Bao, Pengjia, Liang, Chunnian, and Yan, Ping
- Subjects
MUSCLE growth ,YAK ,NON-coding RNA ,SKELETAL muscle ,FOCAL adhesions ,NUCLEOTIDE sequence - Abstract
Long non-coding RNAs (lncRNAs) have been extensively studied in recent years. Numerous lncRNAs have been identified in mice, rats, and humans, some of which play important roles in muscle formation and development. However, little is known about lncRNA regulators that affect muscle development in yak (Bos grunniens). LncRNA expression during skeletal muscle development in yak was analyzed by RNA sequencing at three development stages: 3 years (group A), 6 months (group M), and 90-day-old fetuses (group E). A total of 1180 lncRNAs were identified in the three development stages. Compared with group E, 154 were upregulated and 130 were downregulated in group A. Compared with group A, 31 were upregulated and 29 were downregulated in group M. Compared with group E, 147 were upregulated and 149 were downregulated in group M (padj < 0.001, |log2FC| > 1.2). In addition, functional annotation analysis based on gene ontology (GO) and the Kyoto protocol encyclopedia of genes and genomes (KEGG) database showed that differentially expressed lncRNAs (DElncRNAs) were cis–trans target genes. The results showed that DElncRNAs were mainly involved in PI3K-Akt signaling pathway, focal adhesion, MAPK signaling pathway, apoptosis, and p53 signaling pathway. Furthermore, RTL1, IGF2, MEF2C, Pax7, and other well-known muscle development regulators were included in a co-expression network of differentially expressed target genes and lncRNAs. These data will help to further clarify the function of lncRNAs in the different stages of skeletal muscle developmental in yak. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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27. The complete mitochondrial genome sequence and phylogenetic analysis of Sibu yak (Bos grunniens).
- Author
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Huang, Chun, Zhang, Qiang, Fu, Donghai, Basang, Wangdui, Chu, Min, Yangla, Dawa, Wu, Xiaoyun, Ma, Xiaoming, Guo, Xian, Yan, Ping, and Liang, Chunnian
- Subjects
YAK ,NUCLEOTIDE sequencing ,SEQUENCE analysis ,TRANSFER RNA ,BOS ,ENDANGERED species - Abstract
Sibu yak is famous for its excellent breed in Tibet and has become a magic way for local herdsmen to get rich. The Sibu yak, however, has been identified as an endangered bovine species. In this study, the complete mitochondrial genome of Sibu yak (Bos grunniens) was sequenced. The complete mitochondrial genome is a circular molecule with 16,324 bp in length, including 2 rRNA genes, 13 protein-coding genes, 22 tRNA genes, and a non-coding control region (D-loop). The entire nucleotide composition is A(33.70%), T(27.27%), C(25,81%), G(13.21%), respectively. Except that ND6 and 7 tRNAs (tRNA-Glu,tRNA-Pro,tRNA-Cys, tRNA-Tyr, tRNA-Ala, tRNA-Asn, and tRNA-Gln) are encoded on the light strand, the remaining genes are encoded on the heavy strand. As a valuable resource, we have compared it to related Bos species to understand the evolutionary history of Sibu yak. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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28. Characterization of the complete mitochondrial genome of the Bazhou yak (Bos Grunniens).
- Author
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Huang, Chun, Fu, Donghai, Wu, Xiaoyun, Chu, Min, Ma, Xiaoming, Jia, Congjun, Guo, Xian, Bao, Pengjia, Yan, Ping, and Chunnian, Liang
- Subjects
YAK ,MITOCHONDRIAL DNA ,CIRCULAR DNA ,GENOMES ,TRANSFER RNA - Abstract
Yak is an ancient breed and Bazhou Yak is also one of China's unique yak breed resources. In the present study, its complete mitochondrial genome was assembled from Illumina sequencing data and we identified the complete mitochondrial genome of the Bazhou yak (Bos grunniens). The complete mitochondrial DNA is a circular molecule with 16,325 bp length consisting of 13 protein-coding genes, 2 rRNA genes, 22 tRNA genes, and a non-coding control region (D-loop). The overall nucleotide composition is A (33.69%), T (27.30%), C (25.79%), and G (13.22%), respectively. The content of C + G is 39.01%. Phylogenetic analysis of the mitochondrial genomes of 15 related species by MEGA7.0 showed that the genetic relationship of Bazhou yak is closer to Datong yak and polled yak. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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29. The complete mitochondrial genome sequence and phylogenetic analysis of Maiwa Yak(Bos Grunniens).
- Author
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Fu, Donghai, Ma, Xiaoming, Jia, Congjun, Lei, Qinyi, Wu, Xiaoyun, Chu, Min, Ding, Xuezhi, Bao, Pengjia, Pei, Jie, Guo, Xian, Yan, Ping, and Liang, Chunnian
- Subjects
TRANSFER RNA ,CIRCULAR RNA ,YAK ,NUCLEOTIDE sequencing ,SEQUENCE analysis ,MITOCHONDRIAL DNA ,CIRCULAR DNA - Abstract
Maiwa yak is a unique local strain of yak breed resource in China. The complete mitochondrial genome was identified in this work. The mitochondrial DNA is a circular molecule with 16,324 bp in length, including 13 protein-coding genes, 2 rRNA genes, 22 tRNA genes, and a non-coding control region(D-loop). The overall nucleotide ratio is A (33.70%), G (13.22%), T (27.26%), C (25.82%) with a C + G content of 39.04%. Phylogenetic analysis of mitochondrial genomes of 17 close species using MEGA7.0 showed that Maiwa yak is most related to Pali yak and polled yak. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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30. Transcriptome and DNA Methylation Analyses of the Molecular Mechanisms Underlying with Longissimus dorsi Muscles at Different Stages of Development in the Polled Yak.
- Author
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Ma, Xiaoming, Jia, Congjun, Chu, Min, Fu, Donghai, Lei, Qinhui, Ding, Xuezhi, Wu, Xiaoyun, Guo, Xian, Pei, Jie, Bao, Pengjia, Yan, Ping, and Liang, Chunnian
- Subjects
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DNA analysis , *DNA methylation , *YAK , *ERECTOR spinae muscles , *MUSCLE growth , *GENE expression , *MUSCLES - Abstract
DNA methylation modifications are implicated in many biological processes. As the most common epigenetic mechanism DNA methylation also affects muscle growth and development. The majority of previous studies have focused on different varieties of yak, but little is known about the epigenetic regulation mechanisms in different age groups of animals. The development of muscles in the different stages of yak growth remains unclear. In this study, we selected the longissimus dorsi muscle tissue at three different growth stages of the yak, namely, 90-day-old fetuses (group E), six months old (group M), and three years old (group A). Using RNA-Seq transcriptome sequencing and methyl-RAD whole-genome methylation sequencing technology, changes in gene expression levels and DNA methylation status throughout the genome were investigated during the stages of yak development. Each group was represented by three biological replicates. The intersections of expression patterns of 7694 differentially expressed genes (DEGs) were identified (padj < 0.01, |log2FC| > 1.2) at each of the three developmental periods. Time-series expression profile clustering analysis indicated that the DEGs were significantly arranged into eight clusters which could be divided into two classes (padj < 0.05), class I profiles that were downregulated and class II profiles that were upregulated. Based on this cluster analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis revealed that DEGs from class I profiles were significantly (padj < 0.05) enriched in 21 pathways, the most enriched pathway being the Axon guidance signaling pathway. DEGs from the class II profile were significantly enriched in 58 pathways, the pathway most strongly enriched being Metabolic pathway. After establishing the methylation profiles of the whole genomes, and using two groups of comparisons, the three combinations of groups (M-vs.-E, M-vs.-A, A-vs.-E) were found to have 1344, 822, and 420 genes, respectively, that were differentially methylated at CCGG sites and 2282, 3056, and 537 genes, respectively, at CCWGG sites. The two sets of data were integrated and the negative correlations between DEGs and differentially methylated promoters (DMPs) analyzed, which confirmed that TMEM8C, IGF2, CACNA1S and MUSTN1 were methylated in the promoter region and that expression of the modified genes was negatively correlated. Interestingly, these four genes, from what was mentioned above, perform vital roles in yak muscle growth and represent a reference for future genomic and epigenomic studies in muscle development, in addition to enabling marker-assisted selection of growth traits. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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31. A Study of Genomic Prediction of 12 Important Traits in the Domesticated Yak (Bos grunniens).
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Fu, Donghai, Ma, Xiaoming, Jia, Congjun, Chu, Min, Lei, Qinhui, Wen, Zhiping, Wu, Xiaoyun, Pei, Jie, Bao, Pengjia, Ding, Xuezhi, Guo, Xian, Yan, Ping, and Liang, Chunnian
- Subjects
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YAK , *SEXUAL cycle , *LYMPHOCYTE count , *SINGLE nucleotide polymorphisms , *ECONOMIC forecasting , *NATURAL immunity , *MULTITRAIT multimethod techniques - Abstract
Simple Summary: The domesticated yak is among the most important livestock species on the Qinghai-Tibet Plateau. Breeders have the task of developing varieties that provide growth performance and disease resistance. Traditional breeding processes rely on complete family pedigree information and large numbers of data records. However, there are inevitably records that are missing, including incomplete pedigrees and long-term data tracking, resulting in prolonged breeding cycles, reduced breeding efficiency, and the lack of economic benefit. Genome selection (GS), also known as whole genomic selection (WGS), can significantly reduce the selection cycle of quantitative traits and accelerate genetic progression while displaying appropriate prediction accuracy (PA). It combines a reference population and single nucleotide polymorphism (SNP) loci rather than pedigrees to estimate the effect of all SNPs. Then breeding values of target traits are predicted. The key for GS is genomic prediction (GP) and an assessment of PA. The aim of this study was to explore the possibility of applying GP to important economic traits in the domesticated yak, thus providing theoretical support for its molecular breeding. A reference population was constructed consisting of 354 polled yaks, measuring four growth traits and eight hematological traits related to resistance to disease (involved in immune response and phagocytosis). The Illumina bovine HD 770k chip was used to obtain SNP information of all the individuals. With these genotypes and phenotypes, GBLUP, Bayes B and Bayes Cπ methods were used to predict genomic estimated breeding values (GEBV) and assess prediction capability. The correlation coefficient of the association of GEBV with estimated breeding value (EBV) was used as PA for each trait. The prediction accuracy varied from 0.043 to 0.281 for different traits. Each trait displayed similar PAs when using the three methods. Lymphocyte counts (LYM) exhibited the highest predictive accuracy (0.319) during all GP, while chest girth (CG) provided the lowest predictive accuracy (0.043). Our results showed moderate PA in most traits such as body length (0.212) and hematocrit (0.23). Those traits with lower PA could be improved by using SNP chips designed specifically for yak, a better optimized reference group structure, and more efficient statistical algorithms and tools. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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32. Molecular Cloning and Characterization of SYCP3 and TSEG2 Genes in the Testicles of Sexually Mature and Immature Yak.
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Kalwar, Qudratullah, Chu, Min, Ahmad, Anum Ali, Ma, Xiaoming, Zhang, Renzheng, Ma, Fulong, Xie, Jianpeng, Ding, Xuezhi, Wu, Xiaoyun, Bao, Pengjia, and Yan, Ping
- Subjects
SPERMATOGENESIS ,MOLECULAR cloning ,YAK ,TESTIS ,WESTERN immunoblotting ,MOLECULAR weights ,GENES - Abstract
Testis-specific genes play an essential part in the centromere union during meiosis in male germ cells, spermatogenesis, and in fertility. Previously, there was no research report available on the expression pattern of SYCP3 and TSEG2 genes in different ages of yaks. Therefore, the current research compared the expression profiling of SYCP3 and TSEG2 genes in testes of yaks. The expression pattern of SYCP3 and TSEG2 mRNA was investigated using qPCR, semi-quantitative PCR, western blot, immunohistochemistry, and molecular bioinformatics. Our findings displayed that SYCP3 and TSEG2 genes were prominently expressed in the testicles of yaks as compared to other organs. On the other hand, the protein encoded by yak SYCP3 contains Cor1/Xlr/Xmr conserved regions, while the protein encoded by yak TSEG2 contains synaptonemal complex central element protein 3. Additionally, multiple alignments sequences indicated that proteins encoded by Datong yak SYCP3 and TSEG2 were highly conserved among mammals. Moreover, western blot analysis specified that the molecular mass of SYCP3 protein was 34-kDa and TSEG2 protein 90-kDa in the yak. Furthermore, the results of immunohistochemistry also revealed the prominent expression of these proteins in the testis of mature yaks, which indicated that SYCP3 and TSEG2 might be essential for spermatogenesis, induction of central element assembly, and homologous recombination. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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33. Age-dependent changes in the expression and localization of LYZL4, LYZL6 and PCNA during testicular development in the Ashidan yak.
- Author
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La, Yongfu, Li, Zhongbang, Ma, Xiaoming, Bao, Pengjia, Chu, Min, Guo, Xian, Liang, Chunnian, and Yan, Ping
- Abstract
AbstractLysozyme like 4 (LYZL4), lysozyme like 6 (LYZL6) and proliferating cell nuclear antigen (PCNA) are implicated in the regulation of testicular function, but there was no research reported available on the expression patterns of
LYZL4 ,LYZL6 andPCNA genes at different developmental stages of yak testes. In this study, we used the qRT-PCR, western blotting and immunohistochemistry estimated theLYZL4 ,LYZL6 andPCNA gene expression and protein lo-calization at different developmental stages of yak testes. The qPCR results showed that the mRNA expression ofLYZL4 ,LYZL6 andPCNA genes significantly increased with age in the testes of yaks. Western blot results showed that the protein abundance of LYZL4, LYZL6 and PCNA in yak testes was significantly higher after puberty than before puberty. Furthermore, the results of immunohistochemistry indicated that LYZL4, LYZL6 and PCNA may be involved in the regulation of spermatogonia proliferation and Leydig cell function in immature testis. In adult yak testes, LYZL4, LYZL6 and PCNA may involve in the development of round spermatids and primary spermatocytes during testicular development. Our results indicated that LYZL4, LYZL6 and PCNA may be involved in the development of Sertoli cells, Leydig cells and gonocytes in yak testes. [ABSTRACT FROM AUTHOR]- Published
- 2024
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34. Analysis of Hematological Traits in Polled Yak by Genome-Wide Association Studies Using Individual SNPs and Haplotypes.
- Author
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Ma, Xiaoming, Jia, Congjun, Fu, Donghai, Chu, Min, Ding, Xuezhi, Wu, Xiaoyun, Guo, Xian, Pei, Jie, Bao, Pengjia, Liang, Chunnian, and Yan, Ping
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YAK , *DOMESTIC animals , *BLOOD testing , *HAPLOTYPES , *PREVENTIVE medicine , *IMMUNOLOGIC diseases - Abstract
Yak (Bos grunniens) is an important domestic animal living in high-altitude plateaus. Due to inadequate disease prevention, each year, the yak industry suffers significant economic losses. The identification of causal genes that affect blood- and immunity-related cells could provide preliminary reference guidelines for the prevention of diseases in the population of yaks. The genome-wide association studies (GWASs) utilizing a single-marker or haplotype method were employed to analyze 15 hematological traits in the genome of 315 unrelated yaks. Single-marker GWASs identified a total of 43 significant SNPs, including 35 suggestive and eight genome-wide significant SNPs, associated with nine traits. Haplotype analysis detected nine significant haplotype blocks, including two genome-wide and seven suggestive blocks, associated with seven traits. The study provides data on the genetic variability of hematological traits in the yak. Five essential genes (GPLD1, EDNRA,APOB, HIST1H1E, and HIST1H2BI) were identified, which affect the HCT, HGB, RBC, PDW, PLT, and RDWSD traits and can serve as candidate genes for regulating hematological traits. The results provide a valuable reference to be used in the analysis of blood properties and immune diseases in the yak. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
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35. Comparative iTRAQ proteomics identified proteins in fresh and frozen thawed yak spermatozoa.
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Qin, Wen, Chu, Min, Ma, Xiaoming, Pei, Jie, Xiong, Lin, Bao, Pengjia, La, Yongfu, Liang, Chunnian, Guo, Xian, Wu, Xiaoyun, and Yan, Ping
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YAK , *KREBS cycle , *PROTEOMICS , *SPERMATOZOA , *FROZEN semen , *CARBON metabolism - Abstract
The changes in semen and cryodamage after the cryopreservation process negatively affect sperm function and motility. However, possible proteomic alterations of yak semen during cryopreservation have not yet been achieved. In this study, we compared proteomes of fresh and frozen thawed yak sperm using iTRAQ combined with LC-MS/MS proteome approach. Totally, 2064 proteins were quantitatively identified, including 161 in fresh sperm that showed significant differences compared to frozen thawed sperm. According to the Gene ontology (GO) enrichment analysis, differentially expressed proteins (DEPs) are predominantly associated with spermatogenesis, tricarboxylic acid cycle, ATP synthesis, and differentiation biological process. Furthermore, the Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis showed that DEPs were mainly involved in metabolic pathways related to pyruvate metabolism, carbon metabolism, glycolysis/gluconeogenesis, together with the citrate (TCA) cycle. In the analysis of the protein-protein interaction (PPI) network, 15 potential proteins (PDHB, DLAT, PDHA2, PGK1, TP5C1, etc.) that could be related to the sperm quality of the yaks were obtained. Furthermore, 6 DEPs were validated by parallel reaction monitoring (PRM), confirming that the iTRAQ data were reliable. These results indicate that cryopreservation alters the proteome of yak sperm, which is possibly related to cryodamage and fertilization ability. • The impact of cryopreservation on yak sperm was firstly investigated. • The cryopreservation process alters the yak sperm proteome. • The majority of differentially expressed proteins are related to energy metabolism and capacitation of sperm. • The identified differentially expressed proteins may help us understand the cryoinjury mechanism of sperm. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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36. Association of HSF1 gene copy number variation with growth traits in the Ashidan yak.
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Ren, Wenwen, Huang, Chun, Ma, Xiaoming, La, Yongfu, Chu, Min, Guo, Xian, Wu, Xiaoyun, Yan, Ping, and Liang, Chunnian
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YAK , *HEAT shock factors , *POLYMERASE chain reaction , *GENES , *GENE expression - Abstract
• The CNV of the HSF1 gene was detected in Ashidan yaks. • There were significant correlations between HSF1-CNV and growth traits of yaks. • The expression level of the HSF1 gene was variable in different tissues of yaks. Copy Number Variation (CNV) is the major manner for the variation of genome structure, which is associated with numerous important traits. The heat shock factor 1 (HSF1) gene is a stress response transcriptional regulator. It participates in the heat shock response, simultaneously participated in the development of tissue. The objective of this research was to explore the influence of CNV of the HSF1 gene on the growth traits of the Ashidan yak. In this study, the growth traits (withers height, body weight, chest girth, and body length) of 274 Ashidan yaks were divided into four stages (6, 12, 18, and 30 months old). Moreover, quantitative polymerase chain reaction (qPCR) was exploited for determining the HSF1 gene relative expression level, and SPSS software was utilized for the statistical analysis. The outcomes indicated that HSF1 -CNV was significantly associated with body length (p < 0.05) and was extremely significant associated with withers height (p < 0.01) of 18-month-old Ashidan yaks. Besides, the HSF1 relative expression in heart and muscle was higher than that existed in other tissues (p < 0.01). The outcomes suggested that the CNV of HSF1 gene would affect the growth and development of the Ashidan yak, which is conducive to the early breeding of yak. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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37. Whole transcriptome analyses and comparison reveal the metabolic differences between oxidative and glycolytic skeletal muscles of yak.
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Wu, Xiaoyun, Zhou, Xuelan, Chu, Min, Guo, Xian, Pei, Jie, Xiong, Lin, Ma, Xiaoming, Bao, Pengjia, Liang, Chunnian, and Yan, Ping
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RNA sequencing , *SKELETAL muscle , *YAK , *BICEPS femoris , *MEAT quality , *MUSCLE metabolism - Abstract
Mammalian skeletal muscle is composed of various muscle fibers that exhibit different physiological and metabolic features. Muscle fiber type composition has significant influences on the meat quality of livestock. In this study, we comprehensively analyzed the whole transcriptome profiles of the oxidative muscle biceps femoris (BF) and the glycolytic muscle obliquus externus abdominis (OEA) of yak. A total of 1436 mRNAs, 1172 lncRNAs, and 218 circRNAs were differentially expressed in the oxidative muscles compared with the glycolytic muscles. KEGG annotation showed that differentially expressed mRNAs regulated by lncRNA and circRNA were mainly involved in PPAR signaling pathway, citrate cycle (TCA cycle), and PI3K-Akt signaling pathway, which reflect the different metabolic properties between oxidative and glycolytic muscles. In addition, regulatory networks associated with muscle fiber type conversion and mitochondria energy metabolism in muscles were constructed. Our study provides new evidence for a better understanding of the molecular mechanisms underlying skeletal muscle fiber determination and meat quality traits of yak. • We explored metabolic differences between oxidative and glycolytic skeletal muscles of yak. • Oxidative and glycolytic skeletal muscles showed distinct transcriptome profiles. • Numerous ncRNAs were closely related to distinct metabolic features between oxidative and glycolytic skeletal muscles. • Several signaling pathways related to skeletal muscle energy metabolism and meat quality traits were identified. • The result revealed possible candidate genes and ncRNAs for improvement of meat quality of yak. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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38. Copy number variation (CNV) of the AHR gene in the Ashidan yak and its association with growth traits.
- Author
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Dai, Rongfeng, Huang, Chun, Wu, Xiaoyun, Ma, Xiaoming, Chu, Min, Bao, Pengjia, Pei, Jie, Guo, Xian, Yan, Ping, and Liang, Chunnian
- Subjects
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YAK , *GENE expression profiling , *REGULATOR genes , *SINGLE nucleotide polymorphisms , *BIOLOGICAL evolution - Abstract
• The CNV of the AHR gene was verified by the real-time quantitative PCR (qRT-PCR). • Copy number variations have greater effects on animal performance than single nucleotide polymorphisms. • AHR gene may be used as a new molecular marker in yak breeding. Copy number variation (CNV) is a principal genomic structure variation affecting the gene expression through the dose-effect and change of gene regulatory region. It plays an important role in regulating the various complex traits of vertebrates. The aromatic hydrocarbon receptor (AHR) is a member of ligand-dependent transcription factors which belong to the alkaline helix-loop-helix PASS family. It is used as a conservative environmental sensor during biological evolution. This study, tracked the growth data (body weight, withers height, body length, chest girth) of 332 yaks in four stages (6, 12, 18, and 30 months) were tracked. The CNV of the yaks was analyzed using real-time quantitative PCR, and the correlation between CNV of AHR and yak growth traits was analyzed using the SPSS and R software. The AHR gene expression profiles were assessed in different tissues of the 18-month-old yak. The statistical analysis indicated the AHR -CNV of the Ashidan yak to significantly correlate with the body length (P < 0.05), and was found to be correlated with the withers height at 18 months old (P < 0.01) with extreme significance. To sum up, this study for the first time discussed the relationship between AHR -CNV and the growth traits of the Ashidan yak. The results indicated that the AHR gene might become a new molecular marker in the breeding yak. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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39. Copy number variation of the HPGDS gene in the Ashidan yak and its associations with growth traits.
- Author
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Huang, Chun, Ge, Fei, Ren, Wenwen, Zhang, Yongfeng, Wu, Xiaoyun, Zhang, Qiang, Ma, Xiaoming, Bao, Pengjia, Guo, Xian, Chu, Min, Yan, Ping, and Liang, Chunnian
- Subjects
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GENES , *YAK , *CYCLOOXYGENASES , *LIVESTOCK growth , *BODY weight - Abstract
• The CNV of the HPGDS gene was detected in yak. • The expression level of the HPGDS gene was variable in different tissues of yaks. • The HPGDS gene was highly expressed in the spleen and lung of all ages. • There were significant correlations between HPGDS -CNV and growth traits of yaks. Copy number variation (CNV) is a structural variation at the submicroscopic level of the genome, which can affect gene-related phenotypes by changing genes dosage and transcript structure. Hematopoietic prostaglandin D synthase (HPGDS) is a member whose functions are closely related to weight gain and inflammatory diseases of the glutathione S-transferase (GSTs) family. In this study, the growth characteristics (body weight, withers height, body length, and chest girth) of 336 Ashidan yaks were monitored at four stages (6 months, 12 months, 18 months, and 30 months). In addition, CNV of the HPGDS gene was detected, discovered relationships of CNV with growth traits, and explored the level of gene expression. Based on the statistical analysis by IBM SPSS software, significant correlations were observed between HPGDS -CNV and body weight in 12-month-old yak (P < 0.01), 18-month-old yak (P < 0.001) and 30-month-old yak (P < 0.001) and body length in 18-month-old yak (P < 0.05) and 30-month-old yak (P < 0.05), respectively. Additionally, the individuals with gain copy number type performed better in body weight and body length than those with normal or loss copy number type. To our best of knowledge, this is the first time to make efforts to probe into the role of HPGDS -CNV and its interaction with livestock growth traits. Our results suggested that the CNV of the HPGDS gene may be an active candidate gene for the marker-assisted selection (MAS) of yaks. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
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