Feed efficiency (FE) is a very important trait in livestock industry. Identification of the candidate genes could be of benefit for the improvement of FE trait. Mouse is used as the model for many studies in mammals. In this study, the candidate genes related to FE and coat color were identified using C57BL/6J (C57) × Kunming (KM) F2 mouse population. GWAS results showed that 61 and 2 SNPs were genome-wise suggestive significantly associated with feed conversion ratio (FCR) and feed intake (FI) traits, respectively. Moreover, the Erbin, Msrb2, Ptf1a, and Fgf10 were considered as the candidate genes of FE. The Lpl was considered as the candidate gene of FI. Further, the coat color trait was studied. KM mice are white and C57 ones are black. The GWAS results showed that the most significant SNP was located at chromosome 7, and the closely linked gene was Tyr. Therefore, our study offered useful target genes related to FE in mice; these genes may play similar roles in FE of livestock. Also, we identified the major gene of coat color in mice, which would be useful for better understanding of natural mutation of the coat color in mice.
Background
The feed conversion ratio (FCR) is an important productive trait that greatly affects profits in the pig industry. Elucidating the genetic mechanisms underpinning FCR may promote more efficient improvement of FCR through artificial selection. In this study, we integrated a genome-wide association study (GWAS) with transcriptome analyses of different tissues in Yorkshire pigs (YY) with the aim of identifying key genes and signalling pathways associated with FCR.
Results
A total of 61 significant single nucleotide polymorphisms (SNPs) were detected by GWAS in YY. All of these SNPs were located on porcine chromosome (SSC) 5, and the covered region was considered a quantitative trait locus (QTL) region for FCR. Some genes distributed around these significant SNPs were considered as candidates for regulating FCR, including TPH2, FAR2, IRAK3, YARS2, GRIP1, FRS2, CNOT2 and TRHDE. According to transcriptome analyses in the hypothalamus, TPH2 exhibits the potential to regulate intestinal motility through serotonergic synapse and oxytocin signalling pathways. In addition, GRIP1 may be involved in glutamatergic and GABAergic signalling pathways, which regulate FCR by affecting appetite in pigs. Moreover, GRIP1, FRS2, CNOT2, and TRHDE may regulate metabolism in various tissues through a thyroid hormone signalling pathway.
Conclusions
Based on the results from GWAS and transcriptome analyses, the TPH2, GRIP1, FRS2, TRHDE, and CNOT2 genes were considered candidate genes for regulating FCR in Yorkshire pigs. These findings improve the understanding of the genetic mechanisms of FCR and may help optimize the design of breeding schemes.
Competing interestsNo potential conflict of interest relevant to this article was reported.
Funding sourcesState funding sources (grants, funding sources, equipment, and supplies). Include name and number of grant if available.
Muscle specific RING finger protein-1 (MuRF1) is a member of the muscle specific RING finger protein family, and it is specifically expressed in cardiac and skeletal muscle tissues and is involved in myocyte differentiation, development and morphogenesis. In this study the complete open reading frame (ORF) of the porcine MuRF1 gene consisting of 354 amino acids was obtained and it shared 93% and 90% identity with those of the human and mice, respectively. Using the INRA radiation hybrid panel (IMpRH) technique, the MuRF1 gene was assigned to SSC6q [21][22][23][24][25][26] , closely linked to microsatellite markers SW1823 and SW709. The tissue distribution patterns revealed that MuRF1 mRNA was exclusively expressed in cardiac and skeletal muscle tissues. Real-time quantitative reverse transcriptase-polymerase chain reaction (RT-qPCR) results displayed that MuRF1 mRNA was up-regulated in Landrace pigs during the prenatal skeletal muscle development stages. A synonymous T/C single nucleotide polymorphism (SNP) was identified in MuRF1 exon 3 and then a Hin6I PCR -RFLP was developed for SNP genotyping in two pig populations. Association of the genotypes with growth and carcass traits showed that different genotypes of MuRF1 were genetically significantly associated with average daily gain from birth to 90 kg and loin muscle area in one experimental population. The study suggested that the porcine MuRF1 gene might affect muscle growth and development, and could be a potential candidate gene for muscle production traits in the pig. _______________________________________________________________________________________
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