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Bejarano DH, Martínez RA, Rocha JF. Genome-wide association study for growth traits in Blanco Orejinegro and Romosinuano cattle. Trop Anim Health Prod 2023; 55:358. [PMID: 37848724 PMCID: PMC10581918 DOI: 10.1007/s11250-023-03743-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 09/12/2023] [Indexed: 10/19/2023]
Abstract
Growth traits are economically important characteristics for the genetic improvement of local cattle breeds. Genome-wide association studies (GWAS) provide valuable information to enhance the understanding on the genetics of complex traits. The aim of this study was to perform a GWAS to identify genomic regions and genes associated to birth weight, weaning weight adjusted for 240 days, 16 months, and 24 months weight in Romosinuano (ROMO) and Blanco Orejinegro (BON) cattle. A single-step genomic-BLUP was implemented using 596 BON and 569 ROMO individuals that were genotyped with an Illumina BovineSNP50 BeadChip. There were 25 regions of interest identified on different chromosomes, with few of them simultaneously associated with two or more growth traits and some were common to both breeds. The gene mapping allowed to find 173 annotations on these regions, from which 49 represent potential candidate genes with known growth-related functions in cattle and other species. Among the regions that were associated with several growth traits, that at 24 - 27 MB of BTA14, has important candidate genes such as LYPLA1, XKR4, TMEM68 and PLAG1. Another region of interest at 0.40-0.77 Mb of BTA23 was identified in both breeds, containing KHDRBS2 as a potential candidate gene influencing body weight. Future studies targeting these regions could provide more knowledge to uncover the genetic architecture underlying growth traits in BON and ROMO cattle. The genomic regions and genes identified in this study could be used to improve the prediction of genetic merit for growth traits in these creole cattle breeds.
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Affiliation(s)
- Diego H Bejarano
- Corporación Colombiana de Investigación Agropecuaria -AGROSAVIA. Centro de Investigación Tibaitatá, Km. 14, Mosquera, Cundinamarca, Colombia
| | - Rodrigo A Martínez
- Corporación Colombiana de Investigación Agropecuaria -AGROSAVIA. Centro de Investigación Tibaitatá, Km. 14, Mosquera, Cundinamarca, Colombia
| | - Juan F Rocha
- Corporación Colombiana de Investigación Agropecuaria -AGROSAVIA. Centro de Investigación Tibaitatá, Km. 14, Mosquera, Cundinamarca, Colombia.
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2
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Zhang Z, Liu C, Hao W, Yin W, Ai S, Zhao Y, Duan Z. Novel Single Nucleotide Polymorphisms and Haplotype of MYF5 Gene Are Associated with Body Measurements and Ultrasound Traits in Grassland Short-Tailed Sheep. Genes (Basel) 2022; 13:genes13030483. [PMID: 35328037 PMCID: PMC8949509 DOI: 10.3390/genes13030483] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 03/07/2022] [Accepted: 03/07/2022] [Indexed: 11/28/2022] Open
Abstract
Myogenic factor 5 plays active roles in the regulation of myogenesis. The aim of this study is to expose the genetic variants of the MYF5 and its association with growth performance and ultrasound traits in grassland short-tailed sheep (GSTS) in China. The combination technique of sequencing and SNaPshot revealed seven SNPs in ovine MYF5 from 533 adult individuals (male 103 and female 430), four of which are novel ones located at g.6838G > A, g.6989 G > T, g.7117 C > A in the promoter region and g.9471 T > G in the second intron, respectively. Genetic diversity indexes showed the seven SNPs in low or intermediate level, but each of them conformed HWE (p > 0.05) in genotypic frequencies. Association analysis indicated that g.6838G > A, g.7117 C > A, g.8371 T > C, g.9471 T > G, and g.10044 C > T had significant effects on growth performance and ultrasound traits. The diplotypes of H1H3 and H2H3 had higher body weight and greater body size, and haplotype H3 had better performance on meat production than the others. In addition, the dual-luciferase reporter assay showed that there are two active regions in the MYF5 promoter located at −1799~−1197 bp and −514~−241 bp, respectively, but g.6838G > A and g.7117 C > A were out of the region, suggesting these two SNPs influence the phenotype by other pathway. The results suggest that the MYF5 gene might be applied as a promising candidate of functional genetic marker in GSTS breeding.
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Affiliation(s)
- Zhichao Zhang
- Genetic Resources Center, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; (Z.Z.); (C.L.); (W.H.); (W.Y.); (S.A.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Cheng Liu
- Genetic Resources Center, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; (Z.Z.); (C.L.); (W.H.); (W.Y.); (S.A.)
| | - Wenjing Hao
- Genetic Resources Center, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; (Z.Z.); (C.L.); (W.H.); (W.Y.); (S.A.)
| | - Weiwen Yin
- Genetic Resources Center, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; (Z.Z.); (C.L.); (W.H.); (W.Y.); (S.A.)
| | - Sitong Ai
- Genetic Resources Center, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; (Z.Z.); (C.L.); (W.H.); (W.Y.); (S.A.)
| | - Yanfang Zhao
- Animal Disease Prevention and Control Center, Ewenki Autonomous Banner, Hulunbuir 021000, China;
| | - Ziyuan Duan
- Genetic Resources Center, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; (Z.Z.); (C.L.); (W.H.); (W.Y.); (S.A.)
- University of Chinese Academy of Sciences, Beijing 100049, China
- Correspondence:
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Fadhil M, Zülkadir U. Association between polymorphisms of Myf5, MSTN and CAST genes and fattening performance in Brown Swiss and Holstein cattle breeds. Anim Biotechnol 2020; 32:121-129. [PMID: 32564663 DOI: 10.1080/10495398.2020.1781148] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
This study determined the association between Myf5, CAST and MSTN genes and fattening performance traits in 228 (Holstein = 103 and Brown = 125) cattle breeds. Classification and regression tree (CART) was used to determine association between genes and fattening performance. The allele frequencies of Holstein cattle in terms of Myf5, CAST and MSTN genes were A:0.30, B:0.70; A:0.43, G:0.56; A:0.97, B:0.03, respectively, whereas in the Brown Swiss cattle were A:0.36, B:0.64; A:0.65, G:0.34; A:0.88, B:0.12 respectively. The Myf5, CAST, and MSTN genes were found to be in the Hardy-Weinberg equilibrium (p > 0.05) in both of the cattle breeds. As a result, the association between Myf5, CAST and MSTN genes and fattening performance traits were found to be significant according to CART analysis.
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Affiliation(s)
- Marwan Fadhil
- Department of Animal Science, Faculty of Agriculture, University of Selcuk, Konya, Turkey
| | - Uğur Zülkadir
- Department of Animal Science, Faculty of Agriculture, University of Selcuk, Konya, Turkey
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Genetic variants in MYF5 affected growth traits and beef quality traits in Chinese Qinchuan cattle. Genomics 2020; 112:2804-2812. [PMID: 32220486 DOI: 10.1016/j.ygeno.2020.03.018] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 03/07/2020] [Accepted: 03/22/2020] [Indexed: 12/14/2022]
Abstract
Myogenic factor 5 plays actively roles in the regulation of myogenesis. The aims of this study are to identify the evolution information of MYF5 protein among 10 domestic and mammalian animals, to uncover the expression patterns of MYF5 gene in calves and adults of Qinchuan cattle, and to expose the genetic variants of the MYF5 gene and explore its effect on cattle growth traits and beef quality traits in Qinchuan cattle. The bioinformatics results showed that the MYF5 proteins highly conserved in different mammalian or domestic animals apart from chicken. The expression level of MYF5 gene in the heart, muscle, lung, large intestine and liver was greater than that of other tissues. PCR amplicons sequencing identified four novel SNPs at g.5738A>G, g.5785C>T and g.5816A>G in the 3rd exon region and g.6535A>G in the 3' UTR. Genotypic frequencies of g.5785C>T was harshly deviated from the HWE (P < .05). Genetic diversity was low or intermediate for the four SNPs and those SNPs were in the weak linkage disequilibrium. Association analysis results indicated g.5785C>T, g.5816A>G and g.6535A>G significant effect on growth performance and beef quality traits of Qinchuan cattle. H1H3 diplotype had greater body size and better beef quality. All the results implicate that the MYF5 gene might be applied as a promising candidate gene in Qinchuan cattle breeding.
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Wang J, Zhou H, Forrest RHJ, Hu J, Liu X, Li S, Luo Y, Hickford JGH. Variation in the ovine MYF5 gene and its effect on carcass lean meat yield in New Zealand Romney sheep. Meat Sci 2017; 131:146-151. [PMID: 28527365 DOI: 10.1016/j.meatsci.2017.05.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2016] [Revised: 03/07/2017] [Accepted: 05/11/2017] [Indexed: 01/25/2023]
Abstract
Myogenic factor 5 (MYF5) plays an important role in regulating skeletal muscle, but to date there have been no reports on whether the gene is variable and whether this variation is associated with meat yield in sheep. In this study, four variants (A to D) of ovine MYF5 containing two Single Nucleotide Polymorphisms (SNPs) and one basepair (bp) insertion/deletion were detected by Polymerase Chain Reaction - Single Stranded Conformational Polymorphism (PCR-SSCP) analysis. Breed differences in variant frequencies were observed. The effect of variation in ovine MYF5 on lean meat yield, predicted using VIAScan® technology, was investigated in 388 male NZ Romney lambs. Only genotypes AA and AB were found in these lambs. Lambs with genotype AA had a higher leg yield (P=0.044), loin yield (P=0.002) and total yield (P=0.012) than those with genotype AB. No association with shoulder yield was detected. These results suggest that ovine MYF5 may be a valuable genetic marker for improved lean meat yield.
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Affiliation(s)
- Jiqing Wang
- Gansu Key Laboratory of Herbivorous Animal Biotechnology, Faculty of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Huitong Zhou
- Gansu Key Laboratory of Herbivorous Animal Biotechnology, Faculty of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; Gene-Marker Laboratory, Faculty of Agriculture and Life Sciences, Lincoln University, Lincoln 7647, New Zealand
| | - Rachel H J Forrest
- Faculty of Education, Humanities & Health Sciences, Eastern Institute of Technology, Napier 4112, New Zealand
| | - Jiang Hu
- Gansu Key Laboratory of Herbivorous Animal Biotechnology, Faculty of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Xiu Liu
- Gansu Key Laboratory of Herbivorous Animal Biotechnology, Faculty of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Shaobin Li
- Gansu Key Laboratory of Herbivorous Animal Biotechnology, Faculty of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China
| | - Yuzhu Luo
- Gansu Key Laboratory of Herbivorous Animal Biotechnology, Faculty of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China.
| | - Jon G H Hickford
- Gansu Key Laboratory of Herbivorous Animal Biotechnology, Faculty of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; Gansu Key Laboratory of Herbivorous Animal Biotechnology, Faculty of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China.
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Yin ZZ, Dong XY, Dong DJ, Ma YZ. Association of MYF5 and KLF15 gene polymorphisms with carcass traits in domestic pigeons (Columba livia). Br Poult Sci 2016; 57:612-618. [PMID: 27180898 DOI: 10.1080/00071668.2016.1190000] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Single nucleotide polymorphisms (SNPs) in the exons of the myogenic factor 5 (MYF5) and Kruppel-like factor 15 (KLF15) genes were identified and analysed by using DNA sequencing methods in 60 female domestic pigeons (Columba livia). Five SNPs (T5067A, C5084T, C5101T, T5127A and C5154G) were detected in exon 3 of MYF5 and 6 SNPs (C1398T, C1464T, G1542A, C1929T, G1965A and A2355G) were found in exon 2 of KLF15, respectively. The analysis revealed three genotypes, in which the AA genotype was dominant and the A allele showed a dominant advantage. For the MYF5 gene, the C5084T and T5127A SNP genotypes were significantly associated with carcass traits of pigeons. Within those two SNPs, the BB genotype showed relatively higher trait association values than those of AA or AB genotypes. No significant association was observed between the KLF15 SNP genotypes and carcass traits. These results indicated that the MYF5 gene is a potential major gene affecting carcass traits in domestic pigeons. The BB genotype of the C5084T and T5127A SNPs could be a potential candidate genetic marker for marker-assisted selection in pigeon.
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Affiliation(s)
- Z Z Yin
- a Animal Science College , Zhejiang University , Hangzhou , China
| | - X Y Dong
- a Animal Science College , Zhejiang University , Hangzhou , China
| | - D J Dong
- a Animal Science College , Zhejiang University , Hangzhou , China
| | - Y Z Ma
- a Animal Science College , Zhejiang University , Hangzhou , China
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Tang Y, Zhang T, Zhang G, Wang J, Fan Q, Chen X, Wei Y, Han K, Wang Y. Eight SNPs of the Myf5 gene and diplotypes associated with growth and reproductive traits in Jinghai yellow chicken. Mol Biol Rep 2014; 41:6837-44. [PMID: 25005260 DOI: 10.1007/s11033-014-3569-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2013] [Accepted: 06/25/2014] [Indexed: 02/03/2023]
Abstract
The objective of this study was to analyze possible associations between single nucleotide polymorphisms (SNPs) in the Myf5 gene with chicken growth and reproductive traits. SNPs in Myf5 of the Jinghai yellow chicken were detected by the polymerase chain reaction single-strand conformation polymorphism method and the haplotypes were analyzed. Eight SNPs were identified in the exons of Myf5. Nine haplotypes were established in a group of 379 Jinghai yellow chickens. In terms of growth traits, least square analysis showed that haplotype H1H5 had significant effects on weight at weeks 8 and 12 (P < 0.05). Haplotype H2H6 had significant effects on weight at weeks 12 and 14 (P < 0.05). For reproductive traits, H1H5 had higher body weight for the first egg than H1H4 and H2H4 (P < 0.05), and H1H3 (P < 0.01). H1H3 had a poor performance in average egg weight at 300 days. On the other hand, H1H3 had an advantage in egg number at 300 days. The results showed that SNPs of Myf5 have certain effects on growth and reproductive traits in Jinghai yellow chickens, which can be used in marker-assisted selection to accelerate chicken genetic progress.
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Affiliation(s)
- Ying Tang
- College of Animal Science and Technology, Yangzhou University, Yangzhou, 225009, Jiangsu, China
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Park SJ, Huh JW, Kim YH, Lee SR, Kim SH, Kim SU, Kim HS, Kim MK, Chang KT. Selection of internal reference genes for normalization of quantitative reverse transcription polymerase chain reaction (qRT-PCR) analysis in the canine brain and other organs. Mol Biotechnol 2013; 54:47-57. [PMID: 22531949 DOI: 10.1007/s12033-012-9543-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Quantitative reverse transcription polymerase chain reaction (qRT-PCR) is a specific and sensitive technique for quantifying gene expression. To analyze qRT-PCR data accurately, suitable reference genes that show consistent expression patterns across different tissues and experimental conditions should be selected. The objective of this study was to obtain the most stable reference genes in dogs, using samples from 13 different brain tissues and 10 other organs. 16 well-known candidate reference genes were analyzed by the geNorm, NormFinder, and BestKeeper programs. Brain tissues were derived from several different anatomical regions, including the forebrain, cerebrum, diencephalon, hindbrain, and metencephalon, and grouped accordingly. Combination of the three different analyses clearly indicated that the ideal reference genes are ribosomal protien S5 (RPS5) in whole brain, RPL8 and RPS5 in whole body tissues, RPS5 and RPS19 in the forebrain and cerebrum, RPL32 and RPS19 in the diencephalon, GAPDH and RPS19 in the hindbrain, and MRPS7 and RPL13A in the metencephalon. These genes were identified as ideal for the normalization of qRT-PCR results in the respective tissues. These findings indicate more suitable and stable reference genes for future studies of canine gene expression.
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Affiliation(s)
- Sang-Je Park
- National Primate Research Center, Korea Research Institute of Bioscience and Biotechnology, Ochang, Chungbuk 363-883, Republic of Korea
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Zhong T, Jin PF, Dong EN, Li L, Wang LJ, Zhang HP. Caprine sex affects skeletal muscle profile and MRFs expression during postnatal development. Anim Sci J 2013; 84:442-448. [PMID: 23607339 DOI: 10.1111/asj.12057] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2012] [Accepted: 01/21/2013] [Indexed: 01/12/2023]
Abstract
The important roles of myogenic regulatory factors (MRFs) have been well addressed in the process of mammalian skeletal myogenesis, while limited research has been performed in small ruminants. Furthermore, the effects of gender on the development of skeletal muscle and MRFs expression remain unknown. In this study, we identified the caprine Myf5, Myf6, MyoD and myogenin genes and quantified their expressions at six different postnatal time points by real-time RT-PCR. The sex has a marked effect on the expression differences of Myf5, MyoD and myogenin in the five investigated skeletal muscles, while minor influence on the expression difference of Myf6 except for Semitendinosus and Quadriceps femoris tissues (P < 0.001). The histological sections of muscles revealed a constant increase of muscle fiber diameter with aging but non-significant differences between genders. We provide novel evidence for MRFs expression in age- and gender-dependent manners, which will contribute to prioritizing these genes as potential candidate genes for trait-associated study and provide a foundation for understanding the molecular control of skeletal muscle growth in goat species.
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Affiliation(s)
- Tao Zhong
- Institute of Animal Genetics and Breeding, Sichuan Agricultural University, Ya'an, Sichuan, China.,College of Animal Science and Technology, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Peng-Fei Jin
- College of Animal Science and Technology, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - En-Ni Dong
- College of Animal Science and Technology, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Li Li
- Institute of Animal Genetics and Breeding, Sichuan Agricultural University, Ya'an, Sichuan, China.,College of Animal Science and Technology, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Lin-Jie Wang
- Institute of Animal Genetics and Breeding, Sichuan Agricultural University, Ya'an, Sichuan, China.,College of Animal Science and Technology, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Hong-Ping Zhang
- College of Animal Science and Technology, Sichuan Agricultural University, Ya'an, Sichuan, China
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Ujan J, Zan L, Ujan S, Adoligbe C, Wang H. Back fat thickness and meat tenderness are associated with a 526 T→A mutation in the exon 1 promoter region of the MyF-5 gene in Chinese Bos taurus. GENETICS AND MOLECULAR RESEARCH 2011; 10:3070-9. [DOI: 10.4238/2011.december.12.6] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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