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1.
Sci Rep ; 12(1): 16361, 2022 09 30.
Article in English | MEDLINE | ID: mdl-36180572

ABSTRACT

Iberian pigs and its crosses are produced to obtain high-quality meat products. The objective of this work was to evaluate a wide panel of DNA markers, selected by biological and functional criteria, for association with traits related to muscle growth, fatness, meat quality and metabolism. We used 18 crossbred Iberian pigs with divergent postnatal growth patterns for whole genome sequencing and SNP discovery, with over 13 million variants being detected. We selected 1023 missense SNPs located on annotated genes and showing different allele frequencies between pigs with makerdly different growth patterns. We complemented this panel with 192 candidate SNPs obtained from literature mining and from muscle RNAseq data. The selected markers were genotyped in 480 Iberian × Duroc pigs from a commercial population, in which phenotypes were obtained, and an association study was performed for the 1005 successfully genotyped SNPs showing segregation. The results confirmed the effects of several known SNPs in candidate genes (such as LEPR, ACACA, FTO, LIPE or SCD on fatness, growth and fatty acid composition) and also disclosed interesting effects of new SNPs in less known genes such as LRIG3, DENND1B, SOWAHB, EPHX1 or NFE2L2 affecting body weight, average daily gain and adiposity at different ages, or KRT10, NLE1, KCNH2 or AHNAK affecting fatness and FA composition. The results provide a valuable basis for future implementation of marker-assisted selection strategies in swine and contribute to a better understanding of the genetic architecture of relevant traits.


Subject(s)
Meat , Polymorphism, Single Nucleotide , Animals , Fatty Acids/genetics , Fatty Acids/metabolism , Genetic Markers , Genome-Wide Association Study , Phenotype , Swine/genetics
2.
J Dairy Sci ; 104(10): 11193-11209, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34253361

ABSTRACT

This study aimed at characterizing the effects of dietary l-carnitine supplementation on hepatic fatty acid (FA) metabolism during inflammation in mid-lactating cows. Fifty-three pluriparous Holstein dairy cows were randomly assigned to either a control (CON, n = 26) or an l-carnitine supplemented (CAR; n = 27) group. The CAR cows received 125 g of a rumen-protected l-carnitine product per cow per day (corresponding to 25 g of l-carnitine/cow per day) from d 42 antepartum (AP) until the end of the trial on d 126 postpartum (PP). Aside from the supplementation, the same basal diets were fed in the dry period and during lactation to all cows. In mid lactation, each cow was immune-challenged by a single intravenous injection of 0.5 µg of LPS/kg of BW at d 111 PP. Blood samples were collected before and after LPS administration. The mRNA abundance of in total 39 genes related to FA metabolism was assessed in liver biopsies taken at d -11, 1, and 14 relative to LPS (d 111 PP) and also on d 42 AP as an individual covariate using microfluidics integrated fluidic circuit chips (96.96 dynamic arrays). In addition to the concentrations of 3 selected proteins related to FA metabolism, acetyl-CoA carboxylase α (ACACA), 5' AMP-activated protein kinase (AMPK), and solute carrier family 25 member 20 (SLC25A20) were assessed by a capillary Western blot method in liver biopsies from d -11 and 1 relative to LPS from 11 cows each of CAR and CON. On d -11 relative to LPS, differences between the mRNA abundance in CON and CAR were limited to acyl-CoA dehydrogenase (ACAD) very-long-chain (ACADVL) with greater mRNA abundance in the CAR than in the CON group. The liver fat content decreased from d -11 to d 1 relative to the LPS injection and remained at the lower level until d 14 in both groups. One day after the LPS challenge, lower mRNA abundance of carnitine palmitoyltransferase 1 (CPT1), CPT2, ACADVL, ACAD short-chain (ACADS), and solute carrier family 22 member 5 (SLC22A5) were observed in the CAR group as compared with the CON group. However, the mRNA abundance of protein kinase AMP-activated noncatalytic subunit gamma 1 (PRKAG1), ACAD medium-chain (ACADM), ACACA, and FA binding protein 1 (FABP1) were greater in the CAR group than in the CON group on d 1 relative to LPS. Two weeks after the LPS challenge, differences between the groups were no longer detectable. The altered mRNA abundance before and 1 d after LPS pointed to increased transport of FA into hepatic mitochondria during systemic inflammation in both groups. The protein abundance of AMPK was lower in CAR than in CON before the LPS administration. The protein abundance of SLC25A20 was neither changing with time nor treatment and the ACACA protein abundance was only affected by time. In conclusion, l-carnitine supplementation temporally altered the hepatic mRNA abundance of some genes related to mitochondrial biogenesis and very-low-density lipoprotein export in response to an inflammatory challenge, but with largely lacking effects before and 2 wk after LPS.


Subject(s)
Lactation , Milk , Animals , Carnitine , Cattle , Dietary Supplements , Fatty Acids , Female , Liver , RNA, Messenger
3.
BMC Genomics ; 18(1): 660, 2017 Aug 24.
Article in English | MEDLINE | ID: mdl-28836962

ABSTRACT

BACKGROUND: Coliform mastitis is a symptom of postpartum dysgalactia syndrome (PDS), a multifactorial infectious disease of sows. Our previous study showed gene expression profile change after bacterial challenge of porcine mammary epithelial cells (PMECs). These mRNA expression changes may be regulated through microRNAs (miRNAs) which play critical roles in biological processes. Therefore, miRNA expression profile was investigated in PMECs. RESULTS: PMECs were isolated from three lactating sows and challenged with heat-inactivated potential mastitis-causing pathogen Escherichia coli (E. coli) for 3 h and 24 h, in vitro. At 3 h post-challenge with E. coli, target gene prediction identified a critical role of miRNAs in regulation of host immune responses and homeostasis of PMECs mediated by affecting pathways including cytokine binding (miR-202, miR-3277, miR-4903); IL-10/PPAR signaling (miR-3277, miR-4317, miR-548); and NF-ĸB/TNFR2 signaling (miR-202, miR-2262, miR-885-3p). Target genes of miRNAs in PMECs at 24 h were significantly enriched in pathways associated with interferon signaling (miR-210, miR-23a, miR-1736) and protein ubiquitination (miR-125, miR-128, miR-1280). CONCLUSIONS: This study provides first large-scale miRNA expression profiles and their predicted target genes in PMECs after contact with a potential mastitis-causing E. coli strain. Both, highly conserved miRNAs known from other species as well as novel miRNAs were identified in PMECs, representing candidate predictive biomarkers for PDS. Time-dependent pathogen clearance suggests an important role of PMECs in inflammatory response of the first cellular barrier of the porcine mammary gland.


Subject(s)
Epithelial Cells/metabolism , Epithelial Cells/microbiology , Escherichia coli/physiology , Gene Expression Profiling , Mammary Glands, Animal/cytology , MicroRNAs/genetics , Animals , Base Sequence , Female , Swine , Time Factors
4.
Eur J Nutr ; 55(4): 1717-27, 2016 Jun.
Article in English | MEDLINE | ID: mdl-26169873

ABSTRACT

PURPOSE: Maternal diet during pregnancy impacts foetal growth and development. In particular, dietary levels of methylating micronutrients (methionine, folate, choline, vitamins B6, and B12) interfere with the availability and allocation of methyl groups for methylation reactions, thereby influencing normal transcription. However, the currently recommended methylating micronutrient supplementation regimen is haphazard and arbitrary at best. METHODS: To investigate the effects of a methylating micronutrient-rich maternal diet, pregnant Pietrain sows were fed either a standard diet (CON) or a diet supplemented with methionine, folate, choline, B6, B12, and zinc (MET). Foetal liver and muscle (M. longissimus dorsi) tissues were collected at 35, 63, and 91 days post-conception. Transcriptional responses to diet were assessed in foetal liver. Altered insulin-like growth factor (IGF) signalling in transcriptome analyses prompted investigation of IGF-2 and insulin-like growth factor binding proteins (IGFBPs) levels in muscle and liver. RESULTS: Maternal diet enriched with methylating micronutrients was associated with increased foetal weight in late gestation. Hepatic transcriptional patterns also revealed differences in vitamin B6 and folate metabolism between the two diets, suggesting that supplementation was effective. Additionally, shifts in growth-supporting metabolic routes of the lipid and energy metabolism, including IGF signalling, and of cell cycle-related pathways were found to occur in liver tissue in supplemented individuals. Weight differences and modulated IGF pathways were also reflected in the muscle content of IGF-2 (increased in MET) and IGFBP-2 (decreased in MET). CONCLUSIONS: Maternal dietary challenges provoke stage-dependent and tissue-specific transcriptomic modulations in the liver pointing to molecular routes contributing to the organismal adaptation. Subtle effects on late foetal growth are associated with changes in the IGF signalling mainly in skeletal muscle tissue that is less resilient to dietary stimuli than liver.


Subject(s)
Dietary Supplements , Fetal Weight/drug effects , Insulin-Like Growth Factor II/metabolism , Maternal Nutritional Physiological Phenomena , Micronutrients/administration & dosage , Animal Feed/analysis , Animal Nutritional Physiological Phenomena , Animals , Choline/administration & dosage , Diet/veterinary , Female , Fetal Development/drug effects , Fetus/drug effects , Folic Acid/administration & dosage , Gene Expression , Insulin-Like Growth Factor Binding Proteins/genetics , Insulin-Like Growth Factor Binding Proteins/metabolism , Insulin-Like Growth Factor II/genetics , Liver/drug effects , Liver/metabolism , Methionine/administration & dosage , Muscle, Skeletal/drug effects , Muscle, Skeletal/metabolism , Pregnancy , Signal Transduction , Swine , Vitamin B 12/administration & dosage , Vitamin B 6/administration & dosage
5.
Anim Genet ; 46(3): 239-46, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25754835

ABSTRACT

Recently, the SERPINA6 gene encoding corticosteroid-binding globulin (CBG) has been proposed as a candidate gene for a quantitative trait locus (QTL) affecting cortisol level on pig chromosome 7. The QTL was repeatedly detected in different lines, including a Piétrain × (German Landrace × German Large White) cross (PiF1) and purebred German Landrace (LR). In this study, we investigated whether the known non-synonymous polymorphisms c.44G>T, c.622C>T, c.770C>T, c.793G>A, c.832G>A and c.919G>A of SERPINA6 are sufficient to explain the QTL in these two populations. Our investigations revealed that SNPs c.44G>T, c.622C>T, c.793G>A and c.919G>A are associated with cortisol level in PiF1 (P < 0.01). Haplotype analysis showed that these associations are largely attributable to differences between a major haplotype carrying SNPs c.793G>A and c.919G>A and a haplotype carrying SNPs c.44G>T and c.622C>T. Furthermore, some SNPs, particularly c.44G>T and c.622C>T and the carrier haplotype, showed association with meat quality traits including pH and conductivity (P < 0.05). In LR, the non-synonymous SNPs segregate at very low frequency (<5%) and/or show only weak association with cortisol level (SNPs c.832G>A and c.919G>A; P < 0.05). These findings suggest that the non-synonymous SNPs are not sufficient to explain the QTL across different breeds. Therefore, we examined whether the expression of SERPINA6 is affected by cis-regulatory polymorphisms in liver, the major organ for CBG production. We found allelic expression imbalance of SERPINA6, which suggests that its expression is indeed affected by genetic variation in cis-acting elements. This represents candidate causal variation for future studies of the molecular background of the QTL.


Subject(s)
Hydrocortisone/blood , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Sus scrofa/genetics , Transcortin/genetics , Alleles , Animals , Breeding , Female , Genotype , Haplotypes , Hypothalamo-Hypophyseal System/physiology , Male , Meat , Pituitary-Adrenal System/physiology , Sus scrofa/physiology
6.
Physiol Behav ; 128: 159-65, 2014 Apr 10.
Article in English | MEDLINE | ID: mdl-24534173

ABSTRACT

Psychosocial challenges are known to introduce cellular and humoral adaptations in various tissues and organs, including parts of the sympatho-adrenal-medullary system and hypothalamic-pituitary-adrenal axis as well as other peripheral tissue being responsive to cortisol and catecholamines. The liver is of particular interest given its vital roles in maintaining homeostasis and health as well as regulating nutrient utilization and overall metabolism. We aimed to evaluate whether and how response to psychosocial stress is reflected by physiological molecular pathways in liver tissue. A pig mixing experiment was conducted to induce psychosocial stress culminating in skin lesions which reflect the involvement in aggressive behavior and fighting. At 27 weeks of age, animals prone to psychosocially low- and high-stress were assigned to mixing groups. Skin lesions were counted before mixing and after slaughter on the carcass. Individual liver samples (n=12) were taken. The isolated RNA was hybridized on Affymetrix GeneChip porcine Genome Arrays. Relative changes of mRNA abundances were estimated via variance analyses. Molecular routes related to tRNA charging, urea cycle, acute phase response, galactose utilization, and steroid receptor signaling were found to be increased in psychosocially high-stressed animals, whereas catecholamine degradation and cholesterol biosynthesis were found to be decreased. In particular, psychosocially high-stressed animals show decreased expression of catechol-O-methyltransferase (COMT) which has been linked to molecular mechanisms regulating aggressiveness and stress response. The expression patterns of high-stressed animals revealed metabolic alterations of key genes related to energy-mobilizing processes at the expense of energy consuming processes. Thus, the coping following psychosocial challenges involves transcriptional alterations in liver tissue which may be summarized with reference to the concept of allostasis, a strategy which is critical for survival.


Subject(s)
Allostasis/physiology , Catechol O-Methyltransferase/biosynthesis , Liver/metabolism , Stress, Psychological/physiopathology , Aggression/physiology , Animals , Catechol O-Methyltransferase/physiology , Female , Gene Expression/physiology , Liver/physiopathology , Male , Real-Time Polymerase Chain Reaction , Stress, Psychological/metabolism , Swine/physiology
7.
Acta Physiol (Oxf) ; 210(1): 202-14, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24188291

ABSTRACT

AIM: Maternal diets introduce transcriptional changes in the offspring, highlighting the concept of genetic and physiological plasticity. Our previous analyses investigated stage-dependent transcriptional responses to either maternal high or low protein/carbohydrate ratios in either muscle or liver. Foetal programming is proposed to be mediated by a small number of gatekeeper processes, such as cytoskeleton remodelling and cell-cycle regulation. Here, we conducted an overall analysis of a three-dimensional data set aiming to elucidate, whether there are universally targeted pathways of adaptive transcriptional response to different protein/carbohydrate ratios. METHODS: Microarray analyses were performed on liver and skeletal muscle tissue sampled at 94 days post-conception and 1, 28 and 188 days post-natum from offspring (n = 253) of German Landrace gilts that were fed isoenergetic diets containing low, high or adequate protein. RESULTS: Cluster analyses revealed a hierarchical influence of tissue, ontogenetic stage and diet on transcript levels. Considering results cumulatively over stages, liver showed only marginal transcriptional differences between the dietary groups, whereas considerable differences appeared in muscle. Considering results cumulatively over tissues, nutrition-responsive transcriptions were observed along ontogenesis. Pathway analyses revealed transcript differences in genes related to tissue remodelling, cell-cycle regulation and mitochondrial function. CONCLUSION: The factors tissue, stage and diet impact gene expression in a hierarchical order. Porcine liver appeared to be a tissue that was more resilient to nutritional modulation compared with skeletal muscle tissue. Differential modulation between tissues and dietary groups reveal that there are no universal target-pathways of adaptive transcriptional response to different protein diets.


Subject(s)
Aging/metabolism , Diet, Protein-Restricted , Dietary Proteins/metabolism , Liver/metabolism , Muscle, Skeletal/metabolism , Prenatal Nutritional Physiological Phenomena , Transcriptional Activation , Animals , Female , Pregnancy , Signal Transduction , Swine
8.
Anim Genet ; 44(4): 398-407, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23506348

ABSTRACT

MicroRNAs (miRNAs) and mRNAs establish a complex regulatory network influencing diverse biological pathways including muscle development and growth. Elucidating miRNA-dependent regulatory networks involved in muscle development could provide additional insights into muscle traits largely predefined during prenatal development. The present study aimed to determine differentially expressed transcripts and functional miRNA-mRNA relationships associated with different stages of skeletal muscle development in two pig breeds, German Landrace and Pietrain, distinct in muscle characteristics. A comparative transcriptional profiling of longissimus dorsi muscle tissues from fetuses at 35, 63 and 91 days post-conception as well as adult pigs (180 days postnatum) was performed using the Affymetrix GeneChip porcine genome microarray. Differential expression patterns were identified to be associated with muscularly developmental stages and breed types. The integration of miRNA expression data and ingenuity pathways analysis (ipa) pathway analysis revealed several miRNA-dependent regulatory networks related to muscle growth and development. The present results provide insights into muscle biology for further improvement of porcine meat quality.


Subject(s)
Gene Expression Regulation, Developmental , Gene Regulatory Networks/genetics , MicroRNAs , Muscle Development/genetics , Muscle, Skeletal/growth & development , Swine/genetics , Animals , Breeding , Databases, Genetic , Female , Gene Expression Profiling/veterinary , MicroRNAs/genetics , MicroRNAs/metabolism , Muscle, Skeletal/embryology , Oligonucleotide Array Sequence Analysis/veterinary , Organ Specificity , Pregnancy , Species Specificity , Swine/classification
9.
Anim Genet ; 44(2): 139-48, 2013 Apr.
Article in English | MEDLINE | ID: mdl-22690698

ABSTRACT

The inverted teat defect is the most common disorder of the mammary complex in pigs. It is characterized by the failure of teats to protrude from the udder surface, preventing normal milk flow and thus limiting the rearing capacity and increasing the risk of mastitis. The inverted teat defect is a liability trait with a complex mode of inheritance. We previously identified QTL for inverted teats. As a complementary approach that integrates map-based efforts to identify candidate genes for the inverted teat defect with function-driven expression analysis, application-specific microarrays were constructed that cover 1525 transcripts mapping in QTL regions on pig chromosomes 2, 3, 4, 6 and 11. About 950 transcripts were expressed in epithelial and mesenchymal teat tissue. The expression of three categories of teats was compared: normal teats of both non-affected and affected animals and inverted teats of affected animals. In epithelium and mesenchyme, 62 and 24 genes respectively were significantly differentially expressed (DE). The majority of biofunctions to which a significant number of DE genes were assigned are related to the following: (1) cell maintenance, proliferation, differentiation and replacement; (2) organismal, organ and tissue development; or (3) genetic information and nucleic acid processing. Moreover, the DE genes belong almost exclusively to canonical pathways related to signaling rather than metabolic pathways. This is in line with findings obtained by genome-wide catalogue microarrays. This study adds another piece to the puzzle of the etiology of inverted teats by indicating that causal genetic variation leading to the disorder is likely among the genes encoding for members of the signaling cascades of growth factors.


Subject(s)
Mammary Glands, Animal/abnormalities , Quantitative Trait Loci/genetics , Signal Transduction/genetics , Swine/abnormalities , Swine/genetics , Animals , Chromosome Mapping/veterinary , DNA Primers/genetics , Female , Gene Expression Profiling/veterinary , Genetic Association Studies/veterinary , Inheritance Patterns/genetics , Microarray Analysis/veterinary , Real-Time Polymerase Chain Reaction/veterinary
10.
Immunogenetics ; 65(2): 125-32, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23132291

ABSTRACT

The Toll-like receptor 5 (TLR5) plays a crucial role in host defense against flagellated bacteria by recognizing flagellin. Accumulating evidence suggests that single nucleotide polymorphisms (SNPs) in TLR5 have an effect on flagellin recognition and are associated with susceptibility/resistance to disease. In this study, we analyzed association of SNPs, including c.834T>G, c.1065T>C, c.1205C>T, c.1246A>T, c.1269G>A, and c.1398C>T, as well as mRNA level of TLR5 with the abundance of transcripts of cytokines in pigs. SNPs c.1246A>T and c.1269G>A were significantly associated with the transcript abundance of interleukin (IL)-2, and SNPs c.834T>G and c.1398C>T with IL-10 (P < 0.05); the haplotypes showed a tendency to affect the transcript abundance of IL-10 (P = 0.0660) and significantly associated with the transcription of TLR5 (P < 0.01); the abundance of transcripts of TLR5 and IL-10 were strongly correlated (P < 0.01). The results indicated that the SNPs, associated with the transcript abundance of cytokines, were related to immune responsiveness mediated by cytokine, which, in turn, would have a role in pig breeding for disease resistance. Furthermore, the positive correlation between the abundance of TLR5 and IL10 suggest a link between TLR5 activation and IL-10 expression in porcine.


Subject(s)
Cytokines/genetics , Polymorphism, Single Nucleotide , RNA, Messenger/genetics , Toll-Like Receptor 5/genetics , Transcription, Genetic , Alleles , Animals , Cytokines/metabolism , Gene Frequency , Genotype , Haplotypes , RNA, Messenger/metabolism , Swine , Toll-Like Receptor 5/metabolism
11.
Mol Biol Rep ; 39(6): 7003-9, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22307794

ABSTRACT

The toll-like receptor 4 (TLR4), recognizing lipopolysaccharide of gram-negative bacteria, plays an essential role in immune responses. Variation in TLR4 alters host immune responses to pathogen and is associated with resistance/susceptibility to infectious diseases, as suggested by studies in humans and agricultural species, including cattle and chicken. In this study, we analyzed association of single nucleotide polymorphisms (SNPs) of TLR4 with cytokine expression level and pulmonary lesion score in swine. The SNP c.611 T>A showed significant association with the transcription levels of IFNG, TNFA, and IL-6 (P < 0.05); the SNP c.962 G>A showed significant association with the transcription of IFNG, IL-2, and IL-4 (P < 0.05); the SNP c.1,027 C>A showed significant association with the transcription of IFNG and IL-6 (P < 0.05); the haplotypes showed significant association with the transcription of IFNG, IL-2, IL-4, IL-6, and TNFA (P < 0.05). Both SNPs c.611 T>A and c.962 G>A showed significant association with pulmonary lesion scores (P < 0.01); and the combination genotypes of 3 polymorphic sites were also significantly associated with pulmonary lesion scores (P < 0.01). The observed relationship between TLR4 polymorphism and the transcription levels of cytokines indicate that these SNPs are related to the modulation of the cytokine mediated immune response.


Subject(s)
Cytokines/metabolism , Lung Diseases/veterinary , Polymorphism, Single Nucleotide , Respiratory Tract Infections/veterinary , Sus scrofa/genetics , Swine Diseases/genetics , Toll-Like Receptor 4/genetics , Animals , Cytokines/genetics , Gene Expression Regulation , Genetic Association Studies , Haplotypes , Lung Diseases/genetics , Lung Diseases/immunology , Lung Diseases/pathology , Respiratory Tract Infections/genetics , Respiratory Tract Infections/immunology , Respiratory Tract Infections/pathology , Sus scrofa/immunology , Swine , Swine Diseases/immunology , Swine Diseases/pathology , Th1 Cells/metabolism , Th2 Cells/metabolism , Transcription, Genetic
12.
Mol Biol Rep ; 39(1): 97-107, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21556776

ABSTRACT

Six genes that were known to exhibit expression levels that are correlated to drip loss BVES, SLC3A2, ZDHHC5, CS, COQ9, and EGFR have been for candidate gene analysis. Based on in silico analysis SNPs were detected, confirmed by sequencing, and used for genotyping. The SNPs were genotyped in about 1,800 animals from six pig populations including commercial herds of Pietrain (PI) and German Landrace (DL), different commercial herds of Pietrain×(German Large White×German Landrace) (PIF1(a/b/c)), and one experimental F2-population Duroc×Pietrain (DUPI). Comparative and genetic mapping established the location of BVES on SSC1, of SLC3A2 and ZDHHC5 on SSC2, of CS on SSC5, of COQ9 on SSC6 and of EGFR on SSC9, respectively, coinciding with QTL regions for carcass and meat quality traits. BVES, SLC3A2, and CS revealed association at least with drip loss and with several other measures of water holding capacity (WHC). Moreover, COQ9 and EGFR were associated with several meat quality traits such as meat color and/or thawing loss. This study reveals statistic evidence in addition to the functional relationship of these genes to WHC previously evidenced by expression analysis. This study reveals positional and genetic statistical evidence for a link of genetic variation at these loci or close to them and promotes those six candidate genes as functional and/or positional candidate genes for meat quality traits.


Subject(s)
Body Water/chemistry , Genes/genetics , Meat/analysis , Meat/standards , Phenotype , Quantitative Trait Loci/genetics , Animals , Chromosome Mapping , DNA Primers/genetics , Genetic Association Studies , Genotype , Polymorphism, Single Nucleotide/genetics , Sequence Analysis, DNA , Species Specificity , Swine
13.
J Anim Sci ; 90(1): 1-15, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21856889

ABSTRACT

The inverted teat defect is characterized by the failure of teats to protrude from the udder surface and has a negative effect on the economic efficiency of pig production. The inverted teat defect is influenced by genetic factors, but the number and identity of relevant genes are unknown. In this study, we compared the mRNA expression of teat tissues from unaffected pigs and affected pigs by using microarrays. Simultaneously, 24,123 probe sets were screened, of which some 15,000 had present calls and were analyzed for differential expression between mesenchymal and epithelial tissue of 3 categories of teats (i.e., normal teats of unaffected and affected animals, and inverted teats of the latter). Differential expression was more pronounced in epithelial than in mesenchymal tissue, and the comparisons among the 3 categories of teats showed that local processes at the side of the affected area as well as processes taking place at the level of the organ contribute to the development of inverted teats. Genes related to biofunctions of cell maintenance, proliferation, differentiation, and replacement; organismal, organ, and tissue development; genetic information and nucleic acid processing; and cell-to-cell signaling and interaction were differentially expressed, depending on the teat phenotype and the status of the animal as affected or unaffected. In particular, genes encoding members of canonical pathways of growth factor signaling were highlighted. Complementary to previous real-time quantitative reverse-transcription PCR experiments showing upregulation of growth factors (epidermal growth factor, fibroblast growth factor, hepatocyte growth factor, platelet-derived growth factor, vascular endothelial growth factor) and their receptors in the inverted teat, here it is shown that the abundance of transcripts encoding subordinated proteins (acid phosphatase 1, soluble; activating transcription factor 2; casein kinase 2, α 1 polypeptide; casein kinase 2, α prime polypeptide; actinin, α 2; and Homo sapiens growth factor receptor-bound protein 2) within the growth factor signaling pathways are also affected. Tuning of the expression of genes of these pathways balances the differentiation and proliferation of epithelial and mesenchymal teat tissue and finally affects the shape and structure of the teats.


Subject(s)
Genome-Wide Association Study , Mammary Glands, Animal/abnormalities , Swine Diseases/genetics , Animals , Epithelium/embryology , Epithelium/growth & development , Epithelium/metabolism , Female , Gene Expression Profiling/veterinary , Intercellular Signaling Peptides and Proteins/metabolism , Male , Mammary Glands, Animal/growth & development , Mammary Glands, Animal/metabolism , Mesoderm/embryology , Mesoderm/growth & development , Mesoderm/metabolism , Real-Time Polymerase Chain Reaction/veterinary , Reverse Transcriptase Polymerase Chain Reaction/veterinary , Signal Transduction , Swine , Swine Diseases/embryology
14.
J Lipid Res ; 52(4): 668-78, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21289033

ABSTRACT

Traits related to fatness, important as economic factors in pork production, are associated with serious diseases in humans. Genetical genomics is a useful approach for studying the effects of genetic variation at the molecular level in biological systems. Here we applied a whole-genome association analysis to hepatic gene expression traits, focusing on transcripts with expression levels that correlated with fatness traits in a porcine model. A total of 150 crossbred pigs [Pietrain × (German Large White × German Landrace)] were studied for transcript levels in the liver. The 24K Affymetrix expression microarrays and 60K Illumina single nucleotide polymorphism (SNP) chips were used for genotyping. A total of 663 genes, whose expression significantly correlated with the trait "fat area," were analyzed for enrichment of functional annotation groups as defined in the Ingenuity Pathways Knowledge Base (IPKB). Genes involved in metabolism of various macromolecules and nutrients as well as functions related to dynamic cellular processes correlated with fatness traits. Regions affecting the transcription levels of these genes were mapped and revealed 4,727 expression quantitative trait loci (eQTL) at P < 10⁻5, including 448 cis-eQTL. In this study, genome-wide association analysis of trait-correlated expression was successfully used in a porcine model to display molecular networks and list genes relevant to fatness traits.


Subject(s)
Fats/metabolism , Animals , Gene Expression Profiling , Genome-Wide Association Study , Genotype , Lipid Metabolism/genetics , Quantitative Trait Loci/genetics , Signal Transduction/genetics , Signal Transduction/physiology , Swine
15.
Meat Sci ; 84(1): 159-64, 2010 Jan.
Article in English | MEDLINE | ID: mdl-20374769

ABSTRACT

Zyxin (ZYX) is one of the proteins in focal adhesions along the actin fibers playing a role in actin organization and signal transduction. By radiation hybrid and genetic mapping we assigned ZYX to porcine chromosome 18 in the area of quantitative traits loci for carcass and meat quality and muscle fiber traits and hence considered ZYX a functional positional candidate gene. Analysis of a newly detected SNPs (c.+279 C>T, c.+399 A>G, c.+522 A>G) in pigs from different commercial breeds (Pietrain [Pi], German Landrace [LR], German Large White x German Landrace [F1] and PiF1) revealed a significant association with carcass traits (including: side- and backfat thickness, loin weight and carcass lean content) and meat quality traits (including: pH, color and drip loss). However, the lack of consistent association across all pig populations in this study indicates that the association of the SNPs may be depending on causal mutations in linkage disequilibrium and/or interactions with other loci.


Subject(s)
Body Composition/genetics , Cytoskeletal Proteins/genetics , Meat , Polymorphism, Single Nucleotide , Sus scrofa/genetics , Adipose Tissue, White/anatomy & histology , Animals , Chromosome Mapping , Chromosomes, Mammalian/genetics , Crosses, Genetic , Genetic Association Studies , Hydrogen-Ion Concentration , Meat/analysis , Pigmentation/genetics , Quality Control , Radiation Hybrid Mapping , Reproducibility of Results , Species Specificity , Water/analysis
16.
Heredity (Edinb) ; 105(3): 309-17, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20145673

ABSTRACT

Genetic analysis of transcriptional profiling is a promising approach for identifying biological pathways and dissecting the genetics of complex traits. Here, we report on expression quantitative trait loci (eQTL) that were estimated from the quantitative real-time RT-PCR data of 276 F(2) animals and compared with eQTL identified using 74 microarrays. In total, 13 genes were selected that showed trait-dependent expression in microarray experiments and exhibited 21 eQTL. Real-time RT-PCR and microarray data revealed seven cis eQTL in total, of which one was only detected by real-time RT-PCR, one was only detected by microarray analysis, three were consistently found in overlapping intervals and two were in neighbouring intervals on the same chromosome; whereas no trans eQTL was confirmed. We demonstrate that cis regulation is a stable characteristic of individual transcripts. Consequently, a global microarray eQTL analysis of a limited number of samples can be used for exploring functional and regulatory gene networks and scanning for cis eQTL, whereas the subsequent analysis of a subset of likely cis-regulated genes by real-time RT-PCR in a larger number of samples is relevant to narrow down a QTL region by targeting these positional candidate genes. In fact, when modelling SNPs of six genes as fixed effects in the eQTL analysis, eQTL peaks were shifted downwards, experimentally confirming the impact of the respective polymorphic genes, although these SNPs were not located in the regulatory sequence and these shifts occur as a result of linkage disequilibrium in the F(2) population.


Subject(s)
Gene Expression Profiling , Genetic Markers/genetics , Muscle Proteins/genetics , Muscles/physiology , Quantitative Trait Loci , Reverse Transcriptase Polymerase Chain Reaction , Sus scrofa/genetics , Animals , Genetic Linkage , Oligonucleotide Array Sequence Analysis , Polymorphism, Single Nucleotide/genetics , RNA, Messenger/genetics
17.
Animal ; 4(4): 604-16, 2010 Apr.
Article in English | MEDLINE | ID: mdl-22444048

ABSTRACT

Pre-slaughter stress has a negative impact on animal welfare and on meat quality. Aggressive behaviour when pigs are mixed together for transportation to, or on arrival at, the abattoir is an important factor in pre-slaughter stress. Aggressiveness of pigs varies between individuals in the population, and this study investigated its effects on stress and meat quality at slaughter. We mixed pigs at a young age to identify individuals of high (H) or low (L) aggressive temperament using the previously validated approach of lesion scoring. To contrast extremes of social stress single-sex groups of eight pigs were mixed according to their aggressiveness in HH, HL or LL combinations or left unmixed (U) prior to transport and slaughter (n = 271). Each treatment was replicated in at least two groups in each of four slaughter batches. Mixing per se had little effect, but mixed groups composed of aggressive pigs (HH) had more carcass skin lesions and higher levels of plasma cortisol at slaughter and had loin muscle samples with higher pH at 24 h, and lower redness (a*) and yellowness (b*) compared to the other treatments. Females had higher levels of plasma cortisol at slaughter, a more rapid decline in pH post-slaughter and greater lean content of meat. Lactate and creatine kinase (CK) levels and meat pH were affected by the interaction of sex and treatment. Genetic factors, dam and sire line composition, and halothane locus (ryanodine receptor 1, RYR1) genotype, also affected a number of production and meat quality parameters as expected. Additionally, 'commercially normal' levels of social stress were studied in four further slaughter batches with no manipulation of group composition (n = 313). In these pigs, the proportion of unfamiliar pigs and group size of lairage groups explained limited variation in lesion scores at slaughter, but earlier aggressiveness did not. High numbers of skin lesions on the carcass were associated with high levels of cortisol and lactate and low glucose at slaughter, but not with meat quality measures. When stress and meat quality measures were compared for all pigs, high lactate was associated with low early pH and high drip loss, while high cortisol and CK were associated with high pH at 24 h and changes in meat colour. In conclusion, mixing pigs of above average aggressiveness resulted in greater aggression and stress, and changes in meat quality parameters, consistent with the effects of pre-slaughter stress on muscle chemistry.

18.
J Anim Sci ; 87(11): 3451-7, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19648501

ABSTRACT

In this study 8 genes of growth factors and their receptors were investigated that are known to play a significant role in signaling pathways involved in the ontogenetic, but also tumorigenic, development of breast and mammary glands. Differential expression of fibroblast growth factor receptor 2 (FGFR2), GH receptor (GHR), hepatocyte growth factor (HGF), hepatocyte growth factor receptor (HGFR), platelet-derived growth factor alpha (PDGFA), platelet-derived growth factor receptor alpha (PDGFRA), platelet-derived growth factor beta (PDGFB), and vascular endothelial growth factor (VEGF) was analyzed in mesenchymal and epithelial teat tissue of peripubertal pigs affected and nonaffected by the inverted teat defect. Comparisons were made at the level where pigs were affected between samples derived from nonaffected animals and affected animals, including specimens of normal and inverted teats. In addition, comparisons were made at the level of the teat phenotype with normal teats of nonaffected animals vs. either the normal or the inverted teat of affected animals. All genes tested, except HGFR, showed significant differential expression at P < 0.05 in the mesenchymal or the epithelial teat tissue or both. In general, we observed more pronounced differences when comparing samples obtained from inverted tissues vs. samples from normal ones. Therefore, results of our study suggest that gene expression of the growth factors and their receptors associates directly with the teat phenotype rather than with the affection status of the investigated animals, suggesting that local processes and tissue-specific compensation by means of differential expression of growth factors and their receptors are responsible for the development of impaired teat phenotypes.


Subject(s)
Intercellular Signaling Peptides and Proteins/genetics , Mammary Glands, Animal/abnormalities , Receptors, Growth Factor/genetics , Receptors, Somatotropin/genetics , Sus scrofa/genetics , Swine Diseases/genetics , Animals , Female , Gene Expression Profiling , Hepatocyte Growth Factor/biosynthesis , Hepatocyte Growth Factor/genetics , Intercellular Signaling Peptides and Proteins/biosynthesis , Male , Platelet-Derived Growth Factor/biosynthesis , Platelet-Derived Growth Factor/genetics , Proto-Oncogene Proteins c-met/biosynthesis , Proto-Oncogene Proteins c-met/genetics , Proto-Oncogene Proteins c-sis/biosynthesis , Proto-Oncogene Proteins c-sis/genetics , Receptor, Fibroblast Growth Factor, Type 2/biosynthesis , Receptor, Fibroblast Growth Factor, Type 2/genetics , Receptor, Platelet-Derived Growth Factor alpha/biosynthesis , Receptor, Platelet-Derived Growth Factor alpha/genetics , Receptor, Platelet-Derived Growth Factor beta/biosynthesis , Receptor, Platelet-Derived Growth Factor beta/genetics , Receptors, Growth Factor/biosynthesis , Receptors, Somatotropin/biosynthesis , Receptors, Vascular Endothelial Growth Factor/biosynthesis , Receptors, Vascular Endothelial Growth Factor/genetics , Reverse Transcriptase Polymerase Chain Reaction , Vascular Endothelial Growth Factor A/biosynthesis , Vascular Endothelial Growth Factor A/genetics
19.
J Anim Breed Genet ; 126(3): 237-41, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19646152

ABSTRACT

Parathyroid hormone-like hormone gene (PTHLH) and its receptor, parathyroid hormone/ parathyroid hormone-like hormone receptor 1 (PTHR1), play a role in epithelial mesenchymal interactions during growth and differentiation of different tissues and anatomic structures, including teats. Therefore, PTHLH and PTHR1 were evaluated as functional candidate genes for their effects on number and shape of teats in pigs. In particular, focus was on the occurrence and number of inverted teats, the most frequent and economically relevant teat developmental defect in pigs. For this purpose, association and linkage of the PTHLH gene and the PTHR1 gene with inverted teat defect and the total number of teats and inverted teats were studied in an experimental Duroc and Berlin Miniature pig (DUMI) population. Polymorphism C1819T of PTHR1 was significantly associated with inverted teat phenotype (p = 0.014), total number of teats (p = 0.047) and was close to significance with the number of inverted teats (p = 0.078). Polymorphism C375T of PTHLH was close to significance with the inverted teat phenotype (p = 0.122) and showed no significant association with the total number of teats (p = 0.621) and the number of inverted teats (p = 0.256) in the DUMI population. Association analyses were also performed for combined effects of PTHLH and PTHR1 in order to address potential interaction, however, revealed no indication of effects of interaction. The function, position and the association shown here promote PTHR1 as a candidate gene for number of teats and in particular for affection by and number of inverted teats.


Subject(s)
Mammary Glands, Animal/abnormalities , Mammary Glands, Animal/anatomy & histology , Parathyroid Hormone-Related Protein/genetics , Receptor, Parathyroid Hormone, Type 1/genetics , Sus scrofa/genetics , Animals , Female , Gene Expression Regulation , Genotype , Mammary Glands, Animal/physiology , Organ Specificity , Polymorphism, Genetic , Sus scrofa/abnormalities , Sus scrofa/anatomy & histology
20.
Funct Integr Genomics ; 9(4): 455-71, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19597856

ABSTRACT

Principal component analysis of traits related to carcass and meat properties were combined with microarray expression data for the identification of functional networks of genes and biological processes taking place during the conversion of muscle to meat. Principal components (PCs) with high loadings of meat quality traits were derived from phenotypic data of 572 animals of a porcine crossbreed population. Microarray data of 74 M. longissimus dorsi samples were correlated with PC datasets. Lists of significantly correlated genes were analyzed for enrichment of functional annotation groups as defined in the Gene Ontology and Kyoto Encyclopedia of Genes and Genomes databases as well as the Ingenuity Pathways Analysis library. Ubiquitination, phosphorylation, mitochondrion dysfunction, actin, integrin, platelet-derived growth factor, epidermal growth factor, vascular endothelial growth factor, and Ca signaling pathways are correlated with meat quality. Among the significantly trait-associated genes, CAPZB, ANKRD1, and CTBP2 are promoted as candidate genes for meat quality that provide a link between the highlighted pathways. Knowledge of the relevant biological processes and the differential expression of members of the pathway will provide tools that are predictive for traits related to meat quality and that may also be diagnostic for many muscle defects or damages including muscle atrophy, dystrophy, and hypoxia.


Subject(s)
Gene Regulatory Networks , Muscle Proteins/genetics , Muscle, Skeletal , Nerve Tissue Proteins/genetics , Nuclear Proteins/genetics , Repressor Proteins/genetics , Sus scrofa , Alcohol Oxidoreductases/genetics , Animals , Gene Expression Profiling , Meat , Microarray Analysis , Muscle, Skeletal/innervation , Muscle, Skeletal/physiology , Principal Component Analysis
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