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Zhang J, Zhang Y, Gong H, Cui L, Ma J, Chen C, Ai H, Xiao S, Huang L, Yang B. Landscape of Loci and Candidate Genes for Muscle Fatty Acid Composition in Pigs Revealed by Multiple Population Association Analysis. Front Genet 2019; 10:1067. [PMID: 31708975 PMCID: PMC6824322 DOI: 10.3389/fgene.2019.01067] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Accepted: 10/04/2019] [Indexed: 01/19/2023] Open
Abstract
Genome wide association analyses in diverse populations can identify complex trait loci that are specifically present in one population or shared across multiple populations, which help to better understand the genetic architecture of complex traits in a broader genetic context. In this study, we conducted genome-wide association studies and meta-analysis for 38 fatty acid composition traits with 12–19 million imputed genome sequence SNPs in 2446 pigs from six populations, encompassing White Duroc × Erhualian F2, Sutai, Duroc-Landrace-Yorkshire (DLY) three-way cross, Laiwu, Erhualian, and Bamaxiang pigs that were originally genotyped with 60 K or 1.4 million single nucleotide polymorphism (SNP) chips. The analyses uncovered 285 lead SNPs (P < 5 × 10-8), among which 78 locate more than 1 Mb to the lead chip SNPs were considered as novel, largely augmented the landscape of loci for porcine muscle fatty acid composition. Meta-analysis enhanced the association significance at loci near FADS2, ABCD2, ELOVL5, ELOVL6, ELOVL7, SCD, and THRSP genes, suggesting possible existence of population shared mutations underlying these loci. Further haplotype analysis at SCD loci identified a shared 3.7 kb haplotype in F2, Sutai and DLY pigs showing consistent effects of decreasing C18:0 contents in the three populations. In contrast, at FASN loci, we found an Erhualian specific haplotype explaining the population specific association signals in Erhualian pigs. This study refines our understanding on landscape of loci and candidate genes for fatty acid composition traits of pigs.
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Affiliation(s)
- Junjie Zhang
- State Key Laboratory for Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, China
| | - Yifeng Zhang
- State Key Laboratory for Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, China
| | - Huanfa Gong
- State Key Laboratory for Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, China
| | - Leilei Cui
- State Key Laboratory for Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, China
| | - Junwu Ma
- State Key Laboratory for Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, China
| | - Congying Chen
- State Key Laboratory for Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, China
| | - Huashui Ai
- State Key Laboratory for Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, China
| | - Shijun Xiao
- State Key Laboratory for Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, China
| | - Lusheng Huang
- State Key Laboratory for Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, China
| | - Bin Yang
- State Key Laboratory for Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, China
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Zhang H, Pluhackova K, Jiang Z, Böckmann RA. Binding Characteristics of Sphingosine-1-Phosphate to ApoM hints to Assisted Release Mechanism via the ApoM Calyx-Opening. Sci Rep 2016; 6:30655. [PMID: 27476912 PMCID: PMC4967915 DOI: 10.1038/srep30655] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 07/07/2016] [Indexed: 11/09/2022] Open
Abstract
Sphingosine-1-phosphate (S1P) is a lysophospholipid mediator carried by the HDL-associated apoM protein in blood, regulating many physiological processes by activating the G protein-coupled S1P receptor in mammals. Despite the solved crystal structure of the apoM-S1P complex, the mechanism of S1P release from apoM as a part of the S1P pathway is unknown. Here, the dynamics of the wild type apoM-S1P complex as well as of mutants were investigated by means of atomistic molecular dynamics simulations. The potential of mean force for S1P unbinding from apoM reflected a large binding strength of more than 60 kJ/mol. This high unbinding free energy for S1P underlines the observed specificity of the physiological effects of S1P as it suggests that the spontaneous release of S1P from apoM is unlikely. Instead, S1P release and thus the control of this bioactive lipid probably requires the tight interaction with other molecules, e.g. with the S1P receptor. Mutations of specific S1P anchoring residues of apoM decreased the energetic barrier by up to 20 kJ/mol. Moreover, the ligand-free apoM protein is shown to adopt a more open upper hydrophilic binding pocket and to result in complete closure of the lower hydrophobic cavity, suggesting a mechanism for adjusting the gate for ligand access.
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Affiliation(s)
- Hansi Zhang
- Computational Biology, Department of Biology, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, 91058, Germany
| | - Kristyna Pluhackova
- Computational Biology, Department of Biology, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, 91058, Germany
| | - Zhenyan Jiang
- Computational Biology, Department of Biology, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, 91058, Germany
| | - Rainer A Böckmann
- Computational Biology, Department of Biology, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, 91058, Germany
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Ren K, Tang ZL, Jiang Y, Tan YM, Yi GH. Apolipoprotein M. Clin Chim Acta 2015; 446:21-9. [DOI: 10.1016/j.cca.2015.03.038] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Revised: 03/23/2015] [Accepted: 03/25/2015] [Indexed: 10/23/2022]
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Schroyen M, Janssens S, Stinckens A, Brebels M, Bertolini F, Lamberigts C, Bekaert K, Vanhaecke L, Aluwé M, Tuyttens FAM, Millet S, Buys N. The MC4R c.893G>A mutation: a marker for growth and leanness associated with boar taint odour in Belgian pig breeds. Meat Sci 2014; 101:1-4. [PMID: 25462375 DOI: 10.1016/j.meatsci.2014.08.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2014] [Revised: 08/18/2014] [Accepted: 08/18/2014] [Indexed: 10/24/2022]
Abstract
Since surgical castration of male piglets without anaesthesia is under heavy societal pressure, finding a sustainable solution to reduce boar taint has become urgent. One way to circumvent this animal welfare violation is raising entire male pigs whilst selecting against the tainted phenotype through marker-assisted selection. Since slaughtering at a lower weight is often suggested to reduce boar taint, selection using a marker for that trait could be a promising strategy. Therefore, in this study a melanocortin 4 receptor (MC4R) mutation, frequently described in different pig breeds as marker for fat content, weight gain and feed intake, was examined in relation to boar taint in pig breeds used in Belgian pig farms. Although results suggest an association between this mutation and a boar taint odour score assigned by experts, no association was found between the mutation and the concentration of the individual chemical boar taint components androstenone, skatole and indole.
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Affiliation(s)
- M Schroyen
- Livestock Genetics, Department Biosystems, Faculty of Bioscience Engineering, KU Leuven, Kasteelpark Arenberg 30, B-3001 Heverlee, Belgium
| | - S Janssens
- Livestock Genetics, Department Biosystems, Faculty of Bioscience Engineering, KU Leuven, Kasteelpark Arenberg 30, B-3001 Heverlee, Belgium
| | - A Stinckens
- Livestock Genetics, Department Biosystems, Faculty of Bioscience Engineering, KU Leuven, Kasteelpark Arenberg 30, B-3001 Heverlee, Belgium
| | - M Brebels
- Livestock Genetics, Department Biosystems, Faculty of Bioscience Engineering, KU Leuven, Kasteelpark Arenberg 30, B-3001 Heverlee, Belgium
| | - F Bertolini
- Livestock Genetics, Department Biosystems, Faculty of Bioscience Engineering, KU Leuven, Kasteelpark Arenberg 30, B-3001 Heverlee, Belgium
| | - C Lamberigts
- Livestock Genetics, Department Biosystems, Faculty of Bioscience Engineering, KU Leuven, Kasteelpark Arenberg 30, B-3001 Heverlee, Belgium
| | - K Bekaert
- Laboratory of Chemical Analysis, Department of Veterinary Public Health and Food Safety, Faculty of Veterinary Medicine, Ghent University, Salisburylaan 133, B-9820 Merelbeke, Belgium
| | - L Vanhaecke
- Laboratory of Chemical Analysis, Department of Veterinary Public Health and Food Safety, Faculty of Veterinary Medicine, Ghent University, Salisburylaan 133, B-9820 Merelbeke, Belgium
| | - M Aluwé
- Animal Sciences Unit, Institute for Agricultural and Fisheries Research (ILVO), Scheldeweg 68, B-9090 Melle, Belgium
| | - F A M Tuyttens
- Animal Sciences Unit, Institute for Agricultural and Fisheries Research (ILVO), Scheldeweg 68, B-9090 Melle, Belgium
| | - S Millet
- Animal Sciences Unit, Institute for Agricultural and Fisheries Research (ILVO), Scheldeweg 68, B-9090 Melle, Belgium
| | - N Buys
- Livestock Genetics, Department Biosystems, Faculty of Bioscience Engineering, KU Leuven, Kasteelpark Arenberg 30, B-3001 Heverlee, Belgium.
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Fu Y, Li L, Ren S. Effect of FTO Expression and Polymorphism on Fat Deposition in Suzhong Pigs. ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES 2014; 26:1365-73. [PMID: 25049719 PMCID: PMC4093081 DOI: 10.5713/ajas.2013.13055] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2013] [Revised: 05/26/2013] [Accepted: 04/09/2013] [Indexed: 11/27/2022]
Abstract
Fat mass and obesity associated gene (FTO) plays an important role in appetite control and energy consumption in human and mice. In order to examine FTO expression influence on fat deposition in Suzhong pigs, FTO mRNA expression was detected in 16 tissues by RT-PCR, FTO protein expression was detected in 5 tissues by western blot, and association of FTO polymorphism with meat quality traits was analyzed in Suzhong populations with 714 records. RT-PCR results revealed that FTO mRNA was expressed in all sixteen tissues with significant differences (p<0.05), expression in backfat was significantly higher than that of any other tissue (p<0.05), and expression in longissimus dorsi muscle had the second highest significance level (p<0.05). Western blot results demonstrated that FTO protein was highly expressed in backfat and longissimus dorsi muscle. Furthermore, FTO mRNA and protein expression in tissues of high-fat pigs was significantly higher than that of low-fat pigs (p<0.05), suggesting FTO expression had advantageous effects on fat deposition. FTO polymorphism results evidenced that at A227G locus, G allele seemed to have advantageous effects on fat deposition, indicating it could be a significant candidate gene for improving pork quality in Suzhong pigs.
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Affiliation(s)
- Yanfeng Fu
- Institute of Animal Science, Jiangsu Academy of Agricultural Sciences, 210014 Nanjing, China
| | - Lan Li
- Institute of Animal Science, Jiangsu Academy of Agricultural Sciences, 210014 Nanjing, China
| | - Shouwen Ren
- Institute of Animal Science, Jiangsu Academy of Agricultural Sciences, 210014 Nanjing, China
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Liu M, Ling X, Xiong Y, Xu D. Molecular characterization of differentially expressed TXNIP gene and its association with porcine carcass traits. Mol Biol Rep 2012; 39:10439-46. [PMID: 23053948 DOI: 10.1007/s11033-012-1923-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2012] [Accepted: 10/01/2012] [Indexed: 12/16/2022]
Abstract
Thioredoxin interacting protein (TXNIP), which plays a regulatory role in lipid metabolism and immune regulation, is down-regulated expressed in F(1) hybrids Landrace × Yorkshire skeletal muscle. Here we described the molecular characterization of porcine TXNIP gene. The full-length cDNA contains a coding sequence of 1,176 bp nucleotides with untranslated regions of 263 bp at 5'-end and 441 bp at 3'-end, respectively. The predicted molecular mass and isoelectric point of porcine TXNIP is 43.81 kDa and 7.385, respectively. The deduced 391 amino acids exhibit high identity with other mammalian TXNIP. The TXNIP gene contains eight coding exons and seven non coding introns, spans approximately 3,348 bp. The expression of porcine TXNIP mRNA is almost absent in Landrace × Yorkshire and lower level in 6-month-old pigs during skeletal muscle development. Other stages and breeds were high level expressed. Statistical analysis showed the TXNIP gene polymorphism (c.575-4T>C) was different between F(1) hybrids and their parents, was highly associated with dressing percentage (DP) and thorax-waist fat thickness (TFT) in the Yorkshire × Meishan F(2) population. The possible role of TXNIP was discussed.
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Affiliation(s)
- Min Liu
- Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
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Qiao M, Wu HY, Guo L, Mei SQ, Zhang PP, Li FE, Zheng R, Deng CY. Imprinting analysis of porcine DIO3 gene in two fetal stages and association analysis with carcass and meat quality traits. Mol Biol Rep 2011; 39:2329-35. [PMID: 21660470 DOI: 10.1007/s11033-011-0983-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2011] [Accepted: 05/27/2011] [Indexed: 01/10/2023]
Abstract
Imprinted genes play important roles in mammalian growth, development and behavior. In this study, we obtained 1568 bp mRNA sequence of porcine DIO3 (deiodinase, iodothyronine, type III), and also identified its imprinting status during porcine fetal development. The complete open reading frame (ORF) encoding 278 amino acids. The porcine DIO3 mRNA was expressed predominantly in backfat, mildly in liver, uterus, kidney, heart, small intestine, muscle and stomach, and almost absent in spleen and lung. A single nucleotide polymorphism in exon (A/C (687)) was used to investigate the allele frequencies in different pig breeds and the imprinting status in porcine embryonic tissues. The results indicate that DIO3 was imprinted in all the tested tissues. Statistical analysis showed the DIO3 gene polymorphism was significantly associated with almost all the fat deposition and carcass traits, including lean meat percentage (LMP), fat meat percentage (FMP), ratio of lean to fat (RLF), shoulder fat thickness (SFT), sixth-seventh rib fat thickness (RFT), buttock fat thickness (BFT), loin eye area (LEA), and intramuscular fat (IMF).
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Affiliation(s)
- Mu Qiao
- Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, College of Animal Science and Veterinary Medicine, Huazhong Agricultural University, Wuhan 430070, People's Republic of China
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Chen Z, Gao X, Lei T, Chen X, Zhou L, Yu A, Lei P, Zhang R, Long H, Yang Z. Molecular characterization, expression and chromosomal localization of porcine PNPLA3 and PNPLA4. Biotechnol Lett 2011; 33:1327-37. [DOI: 10.1007/s10529-011-0591-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2010] [Accepted: 03/07/2011] [Indexed: 01/04/2023]
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Molecular characterization and association analysis of porcine adipose triglyceride lipase (PNPLA2) gene. Mol Biol Rep 2010; 38:921-7. [DOI: 10.1007/s11033-010-0185-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2009] [Accepted: 03/22/2010] [Indexed: 10/19/2022]
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Chai J, Xiong Q, Zhang PP, Shang YY, Zheng R, Peng J, Jiang SW. Evidence for a new allele at the SERCA1 locus affecting pork meat quality in part through the imbalance of Ca2+ homeostasis. Mol Biol Rep 2010; 37:613-9. [PMID: 19821152 DOI: 10.1007/s11033-009-9872-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2009] [Accepted: 09/29/2009] [Indexed: 11/25/2022]
Abstract
Sarcoendoplasmic reticulum Ca2+-ATPase 1 (SERCA1) as a Ca2+ release channel plays a key role in the relaxation of skeletal muscle through pumping cytosolic Ca2+ into the SR (sarcoplasmic reticulum). In this study, a novel single nucleotide polymorphism (SNP) in exon 8 (C > T) was detected by tetra-primer ARMS-PCR and the tissue expression pattern of SERCA1 was analyzed in eleven tissues. A model of primary skeletal muscle cells in vitro exposed to dexamethasone (DEX, a synthetic corticosteroid) was also employed to determine whether stress hormones cause an increase in intracellular Ca2+ concentration that is associated with alteration in SERCA1 and in turn subsequently affect meat quality. The results showed that the CC genotype has lower content intramuscular fat and higher water than pig carrying the genotype CT and CC. In addition, the additive effects were both significantly (P < 0.05) and allele T seemed to be associate with increase in intramuscular fat, while decrease in water content. Accompanied with previous studies, the high abundance of porcine SERCA1 was found in skeletal muscle tissue. DEX markedly down-regulated the expression of SERCA1, leading to Ca2+ overload. Furthermore, the imbalance of Ca2+ homeostasis up-regulated the transcription level of Calpain1. Taken together, we demonstrated a novel mechanism that the changes in expression of SERCA1 potential disturb the normal Ca2+ channel as well as the balance of Ca2+ homeostasis and which in turn finally activated Ca2+-dependent proteases such as Calpain1 which could affect meat quality.
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Affiliation(s)
- J Chai
- Agricultural Ministry Key Laboratory of Swine Breeding and Genetics and Key Laboratory of Agricultural Animal Genetics, Breeding, and Reproduction of Ministry of Education, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
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Xu ZY, Yang H, Xiong YZ, Deng CY, Li FE, Lei MG, Zuo B. Identification of three novel SNPs and association with carcass traits in porcine TNNI1 and TNNI2. Mol Biol Rep 2010; 37:3609-13. [PMID: 20182806 DOI: 10.1007/s11033-010-0010-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2009] [Accepted: 02/16/2010] [Indexed: 10/19/2022]
Abstract
In this study, two novel SNPs (EU743939:g.5174T>C in intron 4 and EU743939:g.8350C>A in intron 7) in TNNI1 and one SNP (EU696779:g.1167C>T in intron 3) in TNNI2 were identified by PCR-RFLP (PCR restriction fragment length polymorphism) using XbaI, MspI and SmaI restriction enzyme, respectively. The allele frequencies of three novel SNPs were determined in the genetically diverse pig breeds including ten Chinese indigenous pigs and three Western commercial pig breeds. Association analysis of the SNPs with the carcass traits were conducted in a Large White × Meishan F(2) pig population. The linkage of two SNPs (g.5174T>C and g.8350C>A) in TNNI1 gene had significant effect on fat percentage. Besides these, the g.5174T>C polymorphism was also significantly associated with skin percentage (P < 0.05), shoulder fat thickness (P < 0.05) and backfat thickness between sixth and seventh ribs (P < 0.05). The significant effects of g.1167C>T polymorphism in TNNI2 gene on fat percentage (P < 0.01), lean meat percentage (P < 0.05), lion eye area (P < 0.05), thorax-waist backfat thickness (P < 0.01) and average backfat thickness (P < 0.05) were also found.
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Affiliation(s)
- Z Y Xu
- Key Laboratory of Swine Genetics and Breeding, Ministry of Agriculture, College of Animal Science and Veterinary Medicine, Huazhong Agricultural University, 430070, Wuhan, People's Republic of China
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