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Differential expression and co-expression gene networks reveal candidate biomarkers of boar taint in non-castrated pigs.
- Source :
-
Scientific reports [Sci Rep] 2017 Sep 22; Vol. 7 (1), pp. 12205. Date of Electronic Publication: 2017 Sep 22. - Publication Year :
- 2017
-
Abstract
- Boar taint (BT) is an offensive odour or taste observed in pork from a proportion of non-castrated male pigs. Surgical castration is effective in avoiding BT, but animal welfare issues have created an incentive for alternatives such as genomic selection. In order to find candidate biomarkers, gene expression profiles were analysed from tissues of non-castrated pigs grouped by their genetic merit of BT. Differential expression analysis revealed substantial changes with log-transformed fold changes of liver and testis from -3.39 to 2.96 and -7.51 to 3.53, respectively. Co-expression network analysis revealed one module with a correlation of -0.27 in liver and three modules with correlations of 0.31, -0.44 and -0.49 in testis. Differential expression and co-expression analysis revealed candidate biomarkers with varying biological functions: phase I (COQ3, COX6C, CYP2J2, CYP2B6, ACOX2) and phase II metabolism (GSTO1, GSR, FMO3) of skatole and androstenone in liver to steroidgenesis (HSD17B7, HSD17B8, CYP27A1), regulation of steroidgenesis (STARD10, CYB5R3) and GnRH signalling (MAPK3, MAP2K2, MAP3K2) in testis. Overrepresented pathways included "Ribosome", "Protein export" and "Oxidative phosphorylation" in liver and "Steroid hormone biosynthesis" and "Gap junction" in testis. Future work should evaluate the biomarkers in large populations to ensure their usefulness in genomic selection programs.
- Subjects :
- Androsterone analysis
Androsterone metabolism
Animals
Biomarkers analysis
Feasibility Studies
Gene Expression Profiling
Gene Expression Regulation
Liver chemistry
Male
Odorants analysis
Quantitative Trait Loci genetics
Selection, Genetic
Skatole analysis
Skatole metabolism
Sus scrofa genetics
Sus scrofa metabolism
Testis chemistry
Testis metabolism
Animal Husbandry methods
Gene Regulatory Networks genetics
Meat analysis
Metabolic Networks and Pathways genetics
Selective Breeding genetics
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 7
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 28939879
- Full Text :
- https://doi.org/10.1038/s41598-017-11928-0