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Gozalo-Marcilla M, Buntjer J, Johnsson M, Batista L, Diez F, Werner CR, Chen CY, Gorjanc G, Mellanby RJ, Hickey JM, Ros-Freixedes R. Genetic architecture and major genes for backfat thickness in pig lines of diverse genetic backgrounds. Genet Sel Evol 2021; 53:76. [PMID: 34551713 PMCID: PMC8459476 DOI: 10.1186/s12711-021-00671-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 09/07/2021] [Indexed: 01/23/2023] Open
Abstract
Background Backfat thickness is an important carcass composition trait for pork production and is commonly included in swine breeding programmes. In this paper, we report the results of a large genome-wide association study for backfat thickness using data from eight lines of diverse genetic backgrounds. Methods Data comprised 275,590 pigs from eight lines with diverse genetic backgrounds (breeds included Large White, Landrace, Pietrain, Hampshire, Duroc, and synthetic lines) genotyped and imputed for 71,324 single-nucleotide polymorphisms (SNPs). For each line, we estimated SNP associations using a univariate linear mixed model that accounted for genomic relationships. SNPs with significant associations were identified using a threshold of p < 10–6 and used to define genomic regions of interest. The proportion of genetic variance explained by a genomic region was estimated using a ridge regression model. Results We found significant associations with backfat thickness for 264 SNPs across 27 genomic regions. Six genomic regions were detected in three or more lines. The average estimate of the SNP-based heritability was 0.48, with estimates by line ranging from 0.30 to 0.58. The genomic regions jointly explained from 3.2 to 19.5% of the additive genetic variance of backfat thickness within a line. Individual genomic regions explained up to 8.0% of the additive genetic variance of backfat thickness within a line. Some of these 27 genomic regions also explained up to 1.6% of the additive genetic variance in lines for which the genomic region was not statistically significant. We identified 64 candidate genes with annotated functions that can be related to fat metabolism, including well-studied genes such as MC4R, IGF2, and LEPR, and more novel candidate genes such as DHCR7, FGF23, MEDAG, DGKI, and PTN. Conclusions Our results confirm the polygenic architecture of backfat thickness and the role of genes involved in energy homeostasis, adipogenesis, fatty acid metabolism, and insulin signalling pathways for fat deposition in pigs. The results also suggest that several less well-understood metabolic pathways contribute to backfat development, such as those of phosphate, calcium, and vitamin D homeostasis. Supplementary Information The online version contains supplementary material available at 10.1186/s12711-021-00671-w.
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Affiliation(s)
- Miguel Gozalo-Marcilla
- The Roslin Institute, The University of Edinburgh, Midlothian, UK.,The Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Midlothian, UK
| | - Jaap Buntjer
- The Roslin Institute, The University of Edinburgh, Midlothian, UK
| | - Martin Johnsson
- The Roslin Institute, The University of Edinburgh, Midlothian, UK.,Department of Animal Breeding and Genetics, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Lorena Batista
- The Roslin Institute, The University of Edinburgh, Midlothian, UK
| | - Federico Diez
- The Roslin Institute, The University of Edinburgh, Midlothian, UK.,The Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Midlothian, UK
| | | | - Ching-Yi Chen
- The Pig Improvement Company, Genus plc, Hendersonville, TN, USA
| | - Gregor Gorjanc
- The Roslin Institute, The University of Edinburgh, Midlothian, UK
| | - Richard J Mellanby
- The Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Midlothian, UK
| | - John M Hickey
- The Roslin Institute, The University of Edinburgh, Midlothian, UK
| | - Roger Ros-Freixedes
- The Roslin Institute, The University of Edinburgh, Midlothian, UK. .,Departament de Ciència Animal, Universitat de Lleida - Agrotecnio-CERCA Center, Lleida, Spain.
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Wang H, Fu Y, Gu P, Zhang Y, Tu W, Chao Z, Wu H, Cao J, Zhou X, Liu B, Michal JJ, Fan C, Tan Y. Genome-Wide Characterization and Comparative Analyses of Simple Sequence Repeats among Four Miniature Pig Breeds. Animals (Basel) 2020; 10:ani10101792. [PMID: 33023098 PMCID: PMC7600727 DOI: 10.3390/ani10101792] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 09/15/2020] [Accepted: 09/28/2020] [Indexed: 12/13/2022] Open
Abstract
Simple Summary Simple sequence repeats (SSRs) are present at high densities in regulatory elements, suggesting that they may affect gene function and phenotypic traits. Therefore, SSRs can be exploited in marker-assisted selection. In addition, they can be widely used as molecular markers to study genetic diversity, population structure, and evolution. While SSRs have been widely studied in many mammalian species, very little research has focused on genome-wide SSRs of miniature pigs, a small but special group of pigs that express the dwarf phenotype. Based on the SSR-enriched library building and sequencing, about 30,000 novel polymorphic SSRs for four miniature pig breeds were mapped to the Duroc pig reference genome. The four miniature pig breeds had different numbers and types of SSRs and distributions of repeat units. There were 2518 polymorphic SSRs in the intron or exon regions that were common to all four breeds and functional analyses revealed 17 genes that were associated with body size and other genes that were associated with growth and development. In conclusion, the SSRs detected in the miniature pigs in this study may provide useful genetic markers for the selection of farm animals and the polymorphic SSRs provide valuable insights into the determination of mature body size, as well as the immunity, growth and development of animals. Abstract Simple sequence repeats (SSRs) are commonly used as molecular markers in research on genetic diversity and discrimination among taxa or breeds because polymorphisms in these regions contribute to gene function and phenotypically important traits. In this study, we investigated genome-wide characteristics, repeat units, and polymorphisms of SSRs using sequencing data from SSR-enriched libraries created from Wuzhishan (WZS), Bama (BM), inbred Luchuan (LC) and Zangxiang (ZX) miniature pig breeds. The numbers and types of SSRs, distributions of repeat units and polymorphic SSRs varied among the four breeds. Compared to the Duroc pig reference genome, 2518 polymorphic SSRs were unique and common to all four breeds and functional annotation revealed that they may affect the coding and regulatory regions of genes. Several examples, such as FGF23, MYF6, IGF1R, and LEPROT, are associated with growth and development in pigs. Three of the polymorphic SSRs were selected to confirm the polymorphism and the corresponding alleles through fluorescence polymerase chain reaction (PCR) and capillary electrophoresis. Together, this study provides useful insights into the discovery, characteristics and distribution of SSRs in four pig breeds. The polymorphic SSRs, especially those common and unique to all four pig breeds, might affect associated genes and play important roles in growth and development.
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Affiliation(s)
- Hongyang Wang
- Institute of Animal Husbandry and Veterinary Science, Shanghai Academy of Agricultural Sciences, Shanghai 201106, China; (H.W.); (Y.Z.); (W.T.); (H.W.); (J.C.)
- Shanghai Engineering Research Center of Breeding Pig, Shanghai 201302, China
| | - Yang Fu
- Research Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China;
| | - Peng Gu
- Institute of Comparative Medicine & Laboratory Animal Management Center, Southern Medical University, Guangzhou 510515, China;
| | - Yingying Zhang
- Institute of Animal Husbandry and Veterinary Science, Shanghai Academy of Agricultural Sciences, Shanghai 201106, China; (H.W.); (Y.Z.); (W.T.); (H.W.); (J.C.)
- Shanghai Engineering Research Center of Breeding Pig, Shanghai 201302, China
| | - Weilong Tu
- Institute of Animal Husbandry and Veterinary Science, Shanghai Academy of Agricultural Sciences, Shanghai 201106, China; (H.W.); (Y.Z.); (W.T.); (H.W.); (J.C.)
- Shanghai Engineering Research Center of Breeding Pig, Shanghai 201302, China
| | - Zhe Chao
- Institute of Animal Science and Veterinary Medicine, Hainan Academy of Agricultural Sciences, Haikou 571100, China;
| | - Huali Wu
- Institute of Animal Husbandry and Veterinary Science, Shanghai Academy of Agricultural Sciences, Shanghai 201106, China; (H.W.); (Y.Z.); (W.T.); (H.W.); (J.C.)
- Shanghai Engineering Research Center of Breeding Pig, Shanghai 201302, China
| | - Jianguo Cao
- Institute of Animal Husbandry and Veterinary Science, Shanghai Academy of Agricultural Sciences, Shanghai 201106, China; (H.W.); (Y.Z.); (W.T.); (H.W.); (J.C.)
- Shanghai Engineering Research Center of Breeding Pig, Shanghai 201302, China
| | - Xiang Zhou
- Key Laboratory of Agricultural Animal Genetics, Breeding, and Reproduction of Ministry of Education, Huazhong Agricultural University, Wuhan 430070, China; (X.Z.); (B.L.)
| | - Bang Liu
- Key Laboratory of Agricultural Animal Genetics, Breeding, and Reproduction of Ministry of Education, Huazhong Agricultural University, Wuhan 430070, China; (X.Z.); (B.L.)
| | - Jennifer J. Michal
- Department of Animal Sciences, Washington State University, Pullman, WA 99164, USA;
| | - Chun Fan
- Shanghai Laboratory Animal Research Center, Shanghai 201203, China;
| | - Yongsong Tan
- Institute of Animal Husbandry and Veterinary Science, Shanghai Academy of Agricultural Sciences, Shanghai 201106, China; (H.W.); (Y.Z.); (W.T.); (H.W.); (J.C.)
- Shanghai Engineering Research Center of Breeding Pig, Shanghai 201302, China
- Correspondence: ; Tel.: +86-021-34505325
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Yan J, Zhang Y, Tan Y, Dai Y, Wei J, Cao Y, Feng H. Black carp TRAFD1 restrains MAVS-mediated antiviral signaling during the innate immune activation. FISH & SHELLFISH IMMUNOLOGY 2020; 103:66-72. [PMID: 32334128 DOI: 10.1016/j.fsi.2020.04.045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 04/05/2020] [Accepted: 04/19/2020] [Indexed: 06/11/2023]
Abstract
TRAFD1 negatively regulates TLR and RLR signaling in human and mammal; however, its role in teleost fish remains unknown. In this paper, the TRAFD1 homologue has been cloned and characterized from black carp (Mylopharyngodon piceus). Black carp TRAFD1 (bcTRAFD1) consists of 567 amino acids and shows low similarity to that of mammalian TRAFD1, which has been identified as a cytosolic protein through immunofluorescence staining. When co-expressed with bcTRAFD1, the IFN promoter-inducing ability of black carp MAVS (bcMAVS) was obviously dampened in the luciferase reporter assay. Accordingly, bcMAVS-mediated antiviral activity against grass carp reovirus (GCRV) and spring viremia of carp virus (SVCV) was potently repressed by bcTRAFD1 in plaque assay. And the co-immunoprecipitation assay between bcTRAFD1 and bcMAVS has identified the association between these two molecules. Thus, our data supports the conclusion that bcTRAFD1 interacts with bcMAVS and negatively regulates bcMAVS-mediated antiviral signaling during the innate immune activation, which sheds a light on the regulation of MAVS in teleost.
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Affiliation(s)
- Jun Yan
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Yinyin Zhang
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Yaqi Tan
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Yuhan Dai
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Jing Wei
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Yingyi Cao
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Hao Feng
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China.
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Reyer H, Oster M, Wittenburg D, Murani E, Ponsuksili S, Wimmers K. Genetic Contribution to Variation in Blood Calcium, Phosphorus, and Alkaline Phosphatase Activity in Pigs. Front Genet 2019; 10:590. [PMID: 31316547 PMCID: PMC6610066 DOI: 10.3389/fgene.2019.00590] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Accepted: 06/04/2019] [Indexed: 12/18/2022] Open
Abstract
Blood values of calcium (Ca), inorganic phosphorus (IP), and alkaline phosphatase activity (ALP) are valuable indicators for mineral status and bone mineralization. The mineral homeostasis is maintained by absorption, retention, and excretion processes employing a number of known and unknown sensing and regulating factors with implications on immunity. Due to the high inter-individual variation of Ca and P levels in the blood of pigs and to clarify molecular contributions to this variation, the genetics of hematological traits related to the Ca and P balance were investigated in a German Landrace population, integrating both single-locus and multi-locus genome-wide association study (GWAS) approaches. Genomic heritability estimates suggest a moderate genetic contribution to the variation of hematological Ca (N = 456), IP (N = 1049), ALP (N = 439), and the Ca/P ratio (N = 455), with values ranging from 0.27 to 0.54. The genome-wide analysis of markers adds a number of genomic regions to the list of quantitative trait loci, some of which overlap with previous results. Despite the gaps in knowledge of genes involved in Ca and P metabolism, genes like THBS2, SHH, PTPRT, PTGS1, and FRAS1 with reported connections to bone metabolism were derived from the significantly associated genomic regions. Additionally, genomic regions included TRAFD1 and genes coding for phosphate transporters (SLC17A1-SLC17A4), which are linked to Ca and P homeostasis. The study calls for improved functional annotation of the proposed candidate genes to derive features involved in maintaining Ca and P balance. This gene information can be exploited to diagnose and predict characteristics of micronutrient utilization, bone development, and a well-functioning musculoskeletal system in pig husbandry and breeding.
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Affiliation(s)
- Henry Reyer
- Genomics Unit, Institute for Genome Biology, Leibniz Institute for Farm Animal Biology, Dummerstorf, Germany
| | - Michael Oster
- Genomics Unit, Institute for Genome Biology, Leibniz Institute for Farm Animal Biology, Dummerstorf, Germany
| | - Dörte Wittenburg
- Biomathematics and Bioinformatics Unit, Institute of Genetics and Biometry, Leibniz Institute for Farm Animal Biology, Dummerstorf, Germany
| | - Eduard Murani
- Genomics Unit, Institute for Genome Biology, Leibniz Institute for Farm Animal Biology, Dummerstorf, Germany
| | - Siriluck Ponsuksili
- Functional Genome Analysis Unit, Institute for Genome Biology, Leibniz Institute for Farm Animal Biology, Dummerstorf, Germany
| | - Klaus Wimmers
- Genomics Unit, Institute for Genome Biology, Leibniz Institute for Farm Animal Biology, Dummerstorf, Germany.,Department of Animal Breeding and Genetics, Faculty of Agricultural and Environmental Sciences, University of Rostock, Rostock, Germany
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