Gene expression profiling in a Duroc/Landrace pig population differing in intramuscular fat content
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ABSTRACT:
ORGANISM(S): Sus scrofa
PROVIDER: GSE12927 | GEO | 2013/01/01
SECONDARY ACCESSION(S): PRJNA110845
REPOSITORIES: GEO
Similar Datasets
Project description:The experiment aimed at studying gene expression differences in longissimus dorsi muscle from pigs from two groups: High versus low intramuscular fat (IMF). The animals were selected from a crossbred population of Landrace x Yorkshire/Landrace x Duroc animals, where we have previously found a highly significant QTL for IMF (Grindflek et al. 2001: "Detection of quantitative trait loci for meat quality in a commercial slaughter pig cross", Mammalian Genome 12(4): 299-304), and by microarray analysis we hoped to identify candidate genes for the QTL and/or pathways that are affected by the genes responsible for the QTL. Keywords: phenotype comparison Direct dye-swap design, with 14 animals in each group (high IMF and low IMF) on 14 separate arrays
2013-01-01 | E-GEOD-12927 | biostudies-arrayexpress
Project description:Interactions among genomic loci have often been overlooked in genome-wide association studies, revealing the combinatorial effects of variants on phenotype or disease manifestation. Unexplained genetic variance, interactions amongst causal genes of small effects, and biological pathways could be identified using a network biology approach. The main objective of this study was to determine the genome-wide epistatic variants affecting feed efficiency traits [feed conversion ratio (FCR) and residual feed intake (RFI)] based on weighted interaction SNP hub (WISH-R) method. Herein, we detected highly interconnected epistatic SNP modules, pathways, and potential biomarkers for the FCR and RFI in Duroc and Landrace purebreds considering the whole population, and separately for low and high feed efficient groups. Highly interacting SNP modules in Duroc (1,247 SNPs) and Landrace (1,215 SNPs) across the population and for low feed efficient (Duroc - 80 SNPs, Landrace - 146 SNPs) and high feed efficient group (Duroc - 198 SNPs, Landrace - 232 SNPs) for FCR and RFI were identified. Gene and pathway analyses identified ABL1, MAP3K4, MAP3K5, SEMA6A, KITLG, and KAT2B from chromosomes 1, 2, 5, and 13 underlying ErbB, Ras, Rap1, thyroid hormone, axon guidance pathways in Duroc. GABBR2, GNA12, and PRKCG genes from chromosomes 1, 3, and 6 pointed towards thyroid hormone, cGMP-PKG and cAMP pathways in Landrace. From Duroc low feed efficient group, the TPK1 gene was found involved with thiamine metabolism, whereas PARD6G, DLG2, CRB1 were involved with the hippo signaling pathway in high feed efficient group. PLOD1 and SETD7 genes were involved with lysine degradation in low feed efficient group in Landrace, while high feed efficient group pointed to genes underpinning valine, leucine, isoleucine degradation, and fatty acid elongation. Some SNPs and genes identified are known for their association with feed efficiency, others are novel and potentially provide new avenues for further research. Further validation of epistatic SNPs and genes identified here in a larger cohort would help to establish a framework for modelling epistatic variance in future methods of genomic prediction, increasing the accuracy of estimated genetic merit for FE and helping the pig breeding industry.
2020-03-23 | GSE144064 | GEO
Project description:Sus scrofa strain:Duroc, Landrace, Yorkshire Metagenome
| PRJNA263439 | ENA
Project description:Sperm contain microRNAs (miRNAs), which may have roles in epigenetic control. Regarding phylogenetic relationships among various swine breeds, Yorkshire and Landrace, are considered phenotypically and genetically very similar, but distinctly different from Duroc. The objective of the present study was to compare abundance of boar sperm miRNAs in these three breeds. Overall, 252 prioritized miRNAs were investigated using real-time PCR; relative expression of miRNAs in sperm was similar in Yorkshire and Landrace boars, but significantly different compared to Duroc. Seventeen miRNAs (hsa-miR-196a-5p, hsa-miR-514a-3p, hsa-miR-938, hsa-miR-372-3p, hsa-miR-558, hsa-miR-579-3p, hsa-miR-595, hsa-miR-648, hsa-miR-524-3p, hsa-miR-512-3p, hsa-miR-429, hsa-miR-639, hsa-miR-551a, hsa-miR-624-5p, hsa-miR-585-3p, hsa-miR-508-3p and hsa-miR-626) were down-regulated (P?<?0.05; fold regulation ?-2) in Yorkshire and Landrace sperm, compared to Duroc sperm. Furthermore, three miRNAs (hsa-miR-9-5p, hsa-miR-150-5p, and hsa-miR-99a-5p) were significantly up-regulated in Yorkshire and Landrace sperm compared to Duroc sperm, However, 240 miRNAs were not significantly different (within?+?2 fold) between Yorkshire and Landrace sperm. We concluded that miRNAs in sperm were not significantly different between Yorkshire and Landrace boars, but there were significant differences between those two breeds and Duroc boars. Furthermore, integrated target genes for selected down-regulated miRNAs (identified via an in-silico method) appeared to participate in spermatogenesis and sperm functions.
| S-EPMC5011730 | biostudies-literature
Project description:Intramuscular fat (IMF) content is the determining factor for meat taste. To reveal the genetic basis of IMF content, genetic studies have made some progress in lean-type pig breeds, but fewer studies have been conducted in Chinese fat-type pigs. The Luchuan pig is a fat-type local breed in southern China that is famous for its desirable meat quality. In the present study, we measured the IMF content for 265 crossed pigs of Duroc x Luchuan pigs, from which individuals with extremely high (6.03% ± 0.58%, n = 12) and low (1.67% ± 0.42%, n = 12) IMF contents were selected to identify differentially expressed genes (DEGs) related to IMF content in the longissimus dorsi. RNA sequencing for 24 samples in total identified 312 differentially expressed transcripts that were significantly enriched in triglyceride biosynthesis- and metabolism-related processes (p-value ≤ 0.05 and fold change ≥ 1.5). Functional enrichment analysis revealed that the PPAR signaling pathway was the most significantly enriched pathway (p-value = 0.024, represented by ADIPOQ, FABP3, FABP4, LPL, PLIN4 and SCD). When a more stringent condition was applied (gene-based q-value ≤ 0.2 and fold change ≥ 1.5), only 17 transcripts remained to be differentially expressed, including LEP, ATP6V1F, SDR16C5, TUSC5, MPZ, PRX, PTPN4, BEX1, MVB12B, ZFP62, P4HA2, IDH2, THOC7, KRT14, FCGRT, MYPN and LPL. Among these DEGs, TUSC5 was significantly upregulated in the group of high IMF contents (log2FC = 1.114, p-value = 3.02E-5) and was suspected as a strong new candidate gene affecting porcine IMF content since it was the target gene of PPAR-gamma. The present study provided new data and candidate genes for the genetic study of porcine IMF content.
2023-12-30 | GSE117414 | GEO
Project description:Intramuscular fat (IMF) storage is a biological process with strong impact on nutritional and technological properties of meat, and also with relevant consequences on human health. The genetic architecture of IMF content and composition phenotypes has been thoroughly studied in pigs through the identification of quantitative trait loci (QTL) and the estimation of genetic parameters. A question that has not been elucidated yet is if the genetic determinants of IMF-related phenotypes are muscle specific or, conversely, they have broad effects on the whole skeletal muscle compartment. We have addressed this question by generating lipid QTL maps for two muscles with a high commercial value, gluteus medius (GM) and longissimus thoracis et lumborum (LTL), in a Duroc commercial population (N=350). As a complementary approach, we have analysed the mRNA expression pattern of both muscles at a whole genome scale. The lack of concordance between the GM and LTL QTL maps evidenced that the effects of polymorphisms influencing IMF, cholesterol and fatty acids contents are modulated to some extent by complex spatial factors related with muscle location, metabolism and function. This interpretation was supported by our finding that genes influencing cell differentiation, muscle development and function and lipid metabolism are differentially expressed between muscles. These results have important implications on the implementation of genomic selection schemes aimed to improve the lipid profile of swine meat. Moreover, they confirm pigs as a valuable model to dissect the genetic basis of muscle lipid phenotypes of clinical interest in human. Longissimus thoracis et lumborum muscle tissue from 10 high and 9 low fattening Duroc pigs were compared in this study.
2010-12-01 | E-GEOD-25708 | biostudies-arrayexpress
Project description:Low protein diets supplied during the growing period of pigs can diminish their growth rate and increase the intramuscular fat (IMF) content which affects the sensorial and technological characteristics of the traits. In the present study, the effects of a low protein diet supplied during the growing diet of Duroc x Iberian crossbred pigs on several phenotypic traits and liver and longissimus dorsi transcriptome, were analysed 20 days after the differential treatment was started (EARLY) and at the end of it (FINAL). A total of 20 crossbred pigs were assigned to two different dietary treatments during the growing period: a control diet (C) and a low protein diet (LP) with the same energy and lower levels of raw protein (11%) and lysine (0.60%). The transcriptomes of liver and longissimus dorsi were quantified through RNAseq. A total of 134 differentially expressed annotated genes and new isoforms (DEGs) between C and LP diets in liver of EARLY animals; 480 DEGs in liver of LATE animals, and 128 DEGs and 68 DEGs in longissimus dorsi of EARLY and LATE animals were detected. The functional analyses revealed that low protein diet diminishes the expression in liver of genes codifying for proteins involved in immune system both in EARLY and LATE animals, affects the expression of genes involved in cholesterol homeostasis in liver and in the energy process and growth in longissimus dorsi. Pigs fed with LP diet had not higher IMF content than C ones, although some lipogenesis genes such as FASN, SCD or SREBF1 were higher expressed on their liver. A low protein diet supplied during growing period affects multiple biological process that could compromise the immune and energy state of the Duroc x Iberian crossbred pigs. These results point out that we should be very cautious before implementing this type of regime in Duroc x Iberian pigs.
2021-07-01 | GSE163513 | GEO
Project description:ObjectiveTo investigate the effect of host genetics on gut microbial diversity, we performed a structural survey of the fecal microbiota of four purebred boar pig lines: Duroc, Landrace, Hampshire, and Yorkshire.MethodsThe V3-V4 regions of the 16S rRNA genes were amplified and sequenced.ResultsA total of 783 operational taxonomic units were shared by all breeds, whereas others were breed-specific. Firmicutes and Bacteroidetes dominated the majority of the fecal microbiota; Clostridia, Bacilli, and Bacteroidia were the major classes. Nine predominant genera were observed in all breeds and eight of them can produce short-chain fatty acids. Some bacteria can secrete cellulase to aid fiber digestion by the host. Butyric, isobutyric, valeric, and isovaleric acid levels were highest in Landrace pigs, whereas acetic and propionic acid were highest in the Hampshire breed. Heatmap was used to revealed breed-specific bacteria. Principal coordinate analysis of fecal bacteria revealed that the Landrace and Yorkshire breeds had high similarity and were clearly separated from the Duroc and Hampshire breeds.ConclusionOverall, this study is the first time to compare the fecal microbiomes of four breeds of boar pig by high-throughput sequencing and to use Spearman's rank correlation to analyze competition and cooperation among the core bacteria.
| S-EPMC5582331 | biostudies-literature
Project description:Intramuscular fat (IMF) storage is a biological process with strong impact on nutritional and technological properties of meat, and also with relevant consequences on human health. The genetic architecture of IMF content and composition phenotypes has been thoroughly studied in pigs through the identification of quantitative trait loci (QTL) and the estimation of genetic parameters. A question that has not been elucidated yet is if the genetic determinants of IMF-related phenotypes are muscle specific or, conversely, they have broad effects on the whole skeletal muscle compartment. We have addressed this question by generating lipid QTL maps for two muscles with a high commercial value, gluteus medius (GM) and longissimus thoracis et lumborum (LTL), in a Duroc commercial population (N=350). As a complementary approach, we have analysed the mRNA expression pattern of both muscles at a whole genome scale. The lack of concordance between the GM and LTL QTL maps evidenced that the effects of polymorphisms influencing IMF, cholesterol and fatty acids contents are modulated to some extent by complex spatial factors related with muscle location, metabolism and function. This interpretation was supported by our finding that genes influencing cell differentiation, muscle development and function and lipid metabolism are differentially expressed between muscles. These results have important implications on the implementation of genomic selection schemes aimed to improve the lipid profile of swine meat. Moreover, they confirm pigs as a valuable model to dissect the genetic basis of muscle lipid phenotypes of clinical interest in human.
2010-12-01 | GSE25708 | GEO