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1.
Physiol Genomics ; 48(4): 306-19, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26850042

ABSTRACT

Embryonic mortality is a major constraint to improving reproductive efficiency and profitability in livestock enterprises. We previously reported differential expression of genes with identified roles in cellular growth and proliferation, lipid metabolism, endometrial remodeling, inflammation, angiogenesis, and metabolic exchange in endometrial tissue on day 7 of the estrous cycle (D7), between heifers ranked as either high (HF) or low (LF) for fertility. The aim of the current study was to further elucidate the underlying molecular mechanisms contributing to early embryo loss by examining differential endometrial gene expression in HF or LF heifers at a later stage of the estrous cycle;day 14(D14). A second objective was to compare these expression profiles with those from midluteal HF and LF endometrium. Using the same animal model as employed in the previous study, we slaughtered HF and LF animals on D14, harvested endometrial tissue, and carried out global gene expression analysis using the Affymetrix Bovine GeneChip. Microarray analysis detected 430 differentially expressed genes (DEG) between HF and LF animals. Ingenuity Pathway Analysis revealed enrichment for a host of biological pathways including lipid metabolism, molecular transport, immune response, cell morphology and development, and cell growth and proliferation. Important DEG includedALB, BMPR2, CCL28, COL4A3/4, FADS1, ITGA6, LDLR, PLCB3, PPARG, PTGS2, and SLC27A4 Furthermore, DEG expressed on both D7 and D14 included:PCCB,SLC25A24,DAP, and COL4A4 This study highlights some of the pathways and mechanisms underpinning late luteal bovine endometrial physiology and endometrial-related conception rate variance.


Subject(s)
Embryo Loss/genetics , Endometrium/physiology , Estrous Cycle/genetics , Fertility/genetics , Gene Expression , Animals , Cattle , Female , Luteal Phase/genetics , Pregnancy
2.
Res Vet Sci ; 98: 145-53, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25496833

ABSTRACT

The study objective was to characterise the impact of negative energy balance (NEB) on immune-stress responsiveness in beef heifers. A short term (18-day) dietary restriction model was used. Dietary restriction (0.4 maintenance (Mn) energy requirements) induced abrupt onset of anoestrus in nine heifers (Restricted Anovulatory; RA) while nineteen heifers maintained oestrous cyclicity (Restricted Ovulatory; RO). In addition a control (C) group of 12 heifers received a higher level of feeding (1.2 Mn). Haematological related biomarkers of husbandry stress, leukocyte gene expression of seven cytokine genes and five immunological biomarkers were investigated. After 18 days of differential feeding of the heifers alterations in eosinophil and monocyte numbers and altered expression of CXCL8, IL2 and TNFα could be attributed to diet restriction. More specifically, changes in these five variables were found in heifers that became anovulatory (RA) and are therefore considered to be more sensitive biomarkers to an energy deficit.


Subject(s)
Animal Nutritional Physiological Phenomena , Caloric Restriction/veterinary , Cattle/physiology , Energy Metabolism , Gene Expression Regulation , Immunity, Innate , Animals , Blood Chemical Analysis/veterinary , Cattle/blood , Cattle/genetics , Cytokines/genetics , Cytokines/metabolism , Female , Leukocytes/metabolism , Ovulation , Random Allocation , Stress, Physiological
3.
BMC Genomics ; 15: 279, 2014 Apr 12.
Article in English | MEDLINE | ID: mdl-24725334

ABSTRACT

BACKGROUND: Negative energy balance (NEB) is an altered metabolic state in high yielding cows that occurs during the first few weeks postpartum when energy demands for lactation and maintenance exceed the energy supply from dietary intake. NEB can, in turn, lead to metabolic disorders and to reduced fertility. Alterations in the expression of more than 700 hepatic genes have previously been reported in a study of NEB in postpartum dairy cows. miRNAs (microRNA) are known to mediate many alterations in gene expression post transcriptionally. To study the hepatic miRNA content of postpartum dairy cows, including their overall abundance and differential expression, in mild NEB (MNEB) and severe NEB (SNEB), short read RNA sequencing was carried out. To identify putative targets of differentially expressed miRNAs among differentially expressed hepatic genes reported previously in dairy cows in SNEB computational target identification was employed. RESULTS: Our results indicate that the dairy cow liver expresses 53 miRNAs at a lower threshold of 10 reads per million. Of these, 10 miRNAs accounted for greater than 95% of the miRNAome (miRNA content). Of the highly expressed miRNAs, miR-122 constitutes 75% followed by miR-192 and miR-3596. Five out of thirteen let-7 miRNA family members are also among the highly expressed miRNAs. miR-143, down-regulated in SNEB, was found to have 4 putative up-regulated gene targets associated with SNEB including LRP2 (low density lipoprotein receptor-related protein 2), involved in lipid metabolism and up-regulated in SNEB. CONCLUSIONS: This is the first liver miRNA-seq profiling study of moderate yielding dairy cows in the early postpartum period. Tissue specific miR-122 and liver enriched miR-192 are two of the most abundant miRNAs in the postpartum dairy cow liver. miR-143 is significantly down-regulated in SNEB and putative targets of miRNA-143 which are up-regulated in SNEB, include a gene involved in lipid metabolism.


Subject(s)
Energy Metabolism/genetics , Liver/metabolism , MicroRNAs/genetics , Postpartum Period/genetics , Postpartum Period/metabolism , Transcriptome , Animals , Cattle , Female , Gene Expression Profiling , Gene Expression Regulation , RNA, Messenger/genetics , Reproducibility of Results
4.
BMC Genomics ; 15: 234, 2014 Mar 26.
Article in English | MEDLINE | ID: mdl-24669966

ABSTRACT

BACKGROUND: In both beef and dairy cattle, the majority of early embryo loss occurs within the first 14 days following insemination. During this time-period, embryos are completely dependent on their maternal uterine environment for development, growth and ultimately survival, therefore an optimum uterine environment is critical to their survival. The objective of this study was to investigate whether differences in endometrial gene expression during the mid-luteal phase of the estrous cycle exist between crossbred beef heifers ranked as either high (HF) or low fertility (LF) (following four rounds of artificial insemination (AI)) using the Affymetrix® 23 K Bovine Gene Chip. RESULTS: Conception rates for each of the four rounds of AI were within a normal range: 70-73.3%. Microarray analysis of endometrial tissue collected on day 7 of the estrous cycle detected 419 differentially expressed genes (DEG) between HF (n = 6) and LF (n = 6) animals. The main gene pathways affected were, cellular growth and proliferation, angiogenesis, lipid metabolism, cellular and tissue morphology and development, inflammation and metabolic exchange. DEG included, FST, SLC45A2, MMP19, FADS1 and GALNT6. CONCLUSIONS: This study highlights, some of the molecular mechanisms potentially controlling uterine endometrial function during the mid-luteal phase of the estrous cycle, which may contribute to uterine endometrial mediated impaired fertility in cattle. Differentially expressed genes are potential candidate genes for the identification of genetic variation influencing cow fertility, which may be incorporated into future breeding programmes.


Subject(s)
Endometrium/metabolism , Estrous Cycle , Fertility/genetics , Animals , Cattle , Embryo, Mammalian/metabolism , Female , Gene Expression , Insemination, Artificial , Luteal Phase , Oligonucleotide Array Sequence Analysis , Progesterone/analysis
5.
BMC Genomics ; 15: 28, 2014 Jan 15.
Article in English | MEDLINE | ID: mdl-24428929

ABSTRACT

BACKGROUND: Negative energy balance (NEB), an altered metabolic state, occurs in early postpartum dairy cattle when energy demands to support lactation exceed energy intake. During NEB the liver undergoes oxidative stress and increased breakdown of fatty acids accompanied by changes in gene expression. It is now known that micro RNAs (miRNA) can have a role in mediating such alterations in gene expression through repression or degradation of target mRNAs. miRNA expression is known to be altered by metabolism and environmental factors and miRNAs are implicated in expression modulation of metabolism related genes. RESULTS: miRNA expression was profiled in the liver of moderate yielding dairy cattle under severe NEB (SNEB) and mild NEB (MNEB) using the Affymetrix Gene Chip miRNA_2.0 array with 679 probe sets for Bos-taurus miRNAs. Ten miRNAs were found to be differentially expressed using the 'samr' statistical package (delta = 0.6) at a q-value FDR of < 12%. Five miRNAs including miR-17-5p, miR-31, miR-140, miR-1281 and miR-2885 were validated using RT-qPCR, to be up-regulated under SNEB. Liver diseases associated with these miRNAs include non-alcoholic fatty liver (NAFLD) and hepatocellular carcinoma (HCC). miR-140 and miR-17-5p are known to show differential expression under oxidative stress. A total of 32 down-regulated putative target genes were also identified among 418 differentially expressed hepatic genes previously reported for the same animal model. Among these, GPR37 (G protein-coupled receptor 37), HEYL (hairy/enhancer-of-split related with YRPW motif-like), DNJA1, CD14 (Cluster of differentiation 14) and GNS (glucosamine (N-acetyl)-6-sulfatase) are known to be associated with hepatic metabolic disorders. In addition miR-140 and miR-2885 have binding sites on the most down-regulated of these genes, FADS2 (Fatty acid desaturase 2) which encodes an enzyme critical in lipid biosynthesis. Furthermore, HNF3-gamma (Hepatocyte nuclear factor 3-gamma), a hepatic transcription factor (TF) that is involved in IGF-1 expression regulation and maintenance of glucose homeostasis is a putative target of miR-31. CONCLUSIONS: This study shows that SNEB affects liver miRNA expression and these miRNAs have putative targets in hepatic genes down-regulated under this condition. This study highlights the potential role of miRNAs in transcription regulation of hepatic gene expression during SNEB in dairy cattle.


Subject(s)
Energy Metabolism/genetics , Gene Expression Regulation , Liver/metabolism , MicroRNAs/metabolism , Postpartum Period/metabolism , Animals , Binding Sites , Cattle , Fatty Acid Desaturases/genetics , Fatty Acid Desaturases/metabolism , Female , Hepatocyte Nuclear Factor 3-gamma/genetics , Hepatocyte Nuclear Factor 3-gamma/metabolism , Insulin-Like Growth Factor I/genetics , Insulin-Like Growth Factor I/metabolism , Lipopolysaccharide Receptors/metabolism , Oligonucleotide Array Sequence Analysis , Oxidative Stress/genetics , Receptors, G-Protein-Coupled/genetics , Receptors, G-Protein-Coupled/metabolism
6.
Mol Biol Rep ; 41(5): 2745-55, 2014 May.
Article in English | MEDLINE | ID: mdl-24449365

ABSTRACT

Dietary n-3 polyunsaturated fatty acid (n-3 PUFA) supplementation is postulated to have positive effects on fertility. The impact of dietary n-3 PUFA supplementation on physiological and biochemical processes involved in reproduction is likely to be associated with significant alterations in gene expression in key reproductive tissues which is in turn regulated by transcription factors. Beef heifers were supplemented with a rumen protected source of either a saturated fatty acid or high n-3 PUFA diet per animal per day for 45 days and uterine endometrial tissue was harvested post slaughter. A microarray analysis was conducted and bioinformatic tools were employed to evaluate the effect of n-3 PUFA supplementation on gene expression in the bovine endometrium. Clustering of microarray gene expression data was performed to identify co-expressed genes. Functional annotation of each cluster of genes was carried out using Ingenuity Pathway Analysis. Furthermore, oPOSSUM was employed to identify transcription factors involved in gene expression changes due to supplementary PUFA. Gene functions which showed a significant response to n-3 PUFA supplementation included tissue development, immune function and reproductive function. Numerous transcription factors such as FOXD1, FOXD3, NFKB1, ESR1, PGR, FOXA2, NKX3-1 and PPARα were identified as potential regulators of gene expression in the endometrium of cattle supplemented with n-3 PUFA. This study demonstrates the complex nature of the alterations in the transcriptional regulation process in the uterine endometrium of cattle following dietary supplementation which may positively influence the uterine environment.


Subject(s)
Diet , Endometrium/metabolism , Fatty Acids, Omega-3/metabolism , Gene Expression Regulation , Transcription Factors/metabolism , Animals , Binding Sites , Cattle , Cluster Analysis , Female , Gene Expression Profiling , Gene Regulatory Networks , Multigene Family , Promoter Regions, Genetic , Protein Binding
7.
Reprod Fertil Dev ; 26(4): 599-608, 2014.
Article in English | MEDLINE | ID: mdl-23607981

ABSTRACT

The aims of the present study were to assess several components of the insulin-like growth factor (IGF) system in bovine uterine flushings across different days of the oestrous cycle and to examine the relationship between the IGF system and systemic progesterone concentrations. Uterine flushings and plasma were collected from cows on Days 3, 7, 11 and 15 of the oestrous cycle. The IGF-1 concentration was more than 5-fold higher in the uterus compared with plasma on Days 7 and 11 of the cycle, with values similar on Days 3 and 15. Similarly, uterine concentrations of IGF-binding protein (IGFBP)-2 and IGFBP-3 were up to 10- and 4-fold higher than in plasma, respectively, suggesting synthesis and/or transportation of the IGFBPs into the uterus. In addition, concentrations of IGFBP-2 and IGFBP-3 were higher in the uterine horns, ipsilateral to the corpus luteum, on Day 15. This difference could indicate a local controlling mechanism with progesterone possibly playing a role in regulating the concentration of IGFBPs between the uterine horns. There was no significant relationship between systemic progesterone concentrations and IGFBP concentrations on Day 7 of the oestrous cycle. The present study shows that uterine concentrations of IGFBPs are cycle stage specific and also suggests IGF-dependent and -independent functions for IGFBPs during a time of major change in the developing embryo.


Subject(s)
Estrous Cycle/metabolism , Insulin-Like Growth Factor Binding Proteins/metabolism , Insulin-Like Growth Factor I/metabolism , Uterus/metabolism , Animals , Cattle , Estrous Cycle/blood , Female , Insulin-Like Growth Factor Binding Protein 2/metabolism , Insulin-Like Growth Factor Binding Protein 3/metabolism , Insulin-Like Growth Factor Binding Proteins/blood , Progesterone/metabolism , Time Factors
8.
Microb Drug Resist ; 20(2): 91-103, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24138539

ABSTRACT

Triclosan is an active agent that is commonly found in biocide formulations which are used by the food industry to control microbial contamination. The aim of this study was to use microarray analysis to compare gene expression between a triclosan-susceptible Escherichia coli O157:H19 isolate (minimum inhibitory concentration [MIC] 6.25 µg/ml) and its in vitro generated triclosan-tolerant mutant (MIC >8,000 µg/ml). Gene expression profiling was performed on the wild-type and mutant isogenic pairs after 30 min exposure to the parent MIC for triclosan and an untreated control. Microarray analysis was carried out using the Affymetrix GeneChip E. coli Genome 2.0 Array, and differential expression of genes was analyzed using the pumaDE method in Bioconductor R software. Wild-type gene expression was found to be significantly different from the triclosan-tolerant mutant for a large number of genes, even in the absence of triclosan exposure. Significant differences were observed in the expression of a number of pathway genes involved in metabolism, transport, and chemotaxis. In particular, gene expression in the triclosan-tolerant mutant was highly up-regulated for 33 of 38 genes belonging to the flagellar assembly pathway. The presence of extended flagella in the mutant isolate was confirmed visually by transmission electron microscopy, although no significant difference was observed in the motility of the parent and mutant at low levels of triclosan. Data from this study show that at a transcriptomic level, a triclosan-tolerant E. coli O157:H19 mutant is significantly different from the wild-type strain in a number of different pathways, providing an increased understanding of triclosan tolerance.


Subject(s)
Anti-Bacterial Agents/pharmacology , Escherichia coli O157/genetics , Escherichia coli Proteins/genetics , Gene Expression Regulation, Bacterial , Transcriptome , Triclosan/pharmacology , Drug Resistance, Bacterial/genetics , Escherichia coli O157/drug effects , Escherichia coli O157/metabolism , Escherichia coli O157/ultrastructure , Escherichia coli Proteins/metabolism , Flagella/drug effects , Flagella/genetics , Flagella/metabolism , Flagella/ultrastructure , Gene Expression Profiling , Gene Regulatory Networks/drug effects , Microbial Sensitivity Tests , Molecular Sequence Annotation , Oligonucleotide Array Sequence Analysis
9.
Proteomics ; 13(22): 3333-53, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24115321

ABSTRACT

Early embryonic loss accounts for over 70% of total embryonic and foetal loss in dairy cattle. Early embryonic development and survival is associated with the concentration of systemic progesterone. To determine if the uterine proteome is influenced by stage of cycle or systemic progesterone concentrations, uterine flushings were collected from the ipsi- and contralateral uterine horns of beef heifers on Days 7 (n = 10) and 15 (n = 10) of the oestrous cycle. Animals were separated into low or high progesterone groups based on plasma progesterone concentrations on Day 5 of the cycle. Samples were albumin depleted before iTRAQ R labeling and subsequent strong cation exchange-LC-MS/MS analyses. A total of 20 proteins were up to 5.9-fold higher (p<0.05) and 20 were up to 2.3-fold lower on Day 15 compared toDay 7. In addition, the expression of a number of proteins on Day 7 and/or 15 of the cycle was correlated with progesterone concentrations during Days 3­7 or the rate of change in progesterone between Days 3 and 7. This study highlights the dynamic changes occurring in the microenvironment surrounding the embryo during this period. The findings here also support the hypothesis that progesterone supports embryonic development by altering the maternal uterine environment.


Subject(s)
Estrous Cycle/metabolism , Progesterone/blood , Proteome/analysis , Uterus/chemistry , Animals , Cattle , Female , Gene Expression , Linear Models , Protein Interaction Maps , Uterus/metabolism
10.
BMC Genomics ; 14: 453, 2013 Jul 06.
Article in English | MEDLINE | ID: mdl-23829541

ABSTRACT

BACKGROUND: Intramuscular fat (IMF) content is positively correlated with aspects of pork palatability, including flavour, juiciness and overall acceptability. The ratio of energy to protein in the finishing diet of growing pigs can impact on IMF content with consequences for pork quality. The objective of this study was to compare gene expression profiles of Musculus semimembranosus (SM) of animals divergent for IMF as a consequence of protein dietary restriction in an isocaloric diet. The animal model was derived through the imposition of low or high protein diets during the finisher stage in Duroc gilts. RNA was extracted from post mortem SM tissue, processed and hybridised to Affymetrix porcine GeneChip® arrays. RESULTS: IMF content of SM muscle was increased on the low protein diet (3.60 ± 0.38% versus 1.92 ± 0.35%). Backfat depth was also greater in animals on the low protein diet, and average daily gain and feed conversion ratio were lower, but muscle depth, protein content and moisture content were not affected. A total of 542 annotated genes were differentially expressed (DE) between animals on low and high protein diets, with 351 down-regulated and 191 up-regulated on the low protein diet. Transcript differences were validated for a subset of DE genes by qPCR. Alterations in functions related to cell cycle, muscle growth, extracellular matrix organisation, collagen development, lipogenesis and lipolysis, were observed. Expression of adipokines including LEP, TNFα and HIF1α were increased and the hypoxic stress response was induced. Many of the identified transcriptomic responses have also been observed in genetic and fetal programming models of differential IMF accumulation, indicating they may be robust biological indicators of IMF content. CONCLUSION: An extensive perturbation of overall energy metabolism in muscle occurs in response to protein restriction. A low protein diet can modulate IMF content of the SM by altering gene pathways involved in lipid biosynthesis and degradation; however this nutritional challenge negatively impacts protein synthesis pathways, with potential consequences for growth.


Subject(s)
Adipose Tissue/metabolism , Dietary Proteins/metabolism , Gene Expression Profiling , Muscles/cytology , Swine/genetics , Adipose Tissue/drug effects , Animals , Cell Cycle/drug effects , Cell Hypoxia/genetics , Cell Proliferation/drug effects , Dietary Proteins/pharmacology , Extracellular Matrix/drug effects , Extracellular Matrix/metabolism , Lipid Metabolism/drug effects , Male , Phenotype , Swine/growth & development , Thigh
11.
Physiol Genomics ; 45(16): 685-96, 2013 Aug 15.
Article in English | MEDLINE | ID: mdl-23780847

ABSTRACT

microRNAs (miRNAs) are a class of small noncoding RNA that bind to complementary sequences in the untranslated regions of multiple target mRNAs resulting in posttranscriptional regulation of gene expression. The recent discovery and expression-profiling studies of miRNAs in domestic livestock have revealed both their tissue-specific and temporal expression pattern. In addition, breed-dependent expression patterns as well as single nucleotide polymorphisms in either the miRNA or in the target mRNA binding site have revealed associations with traits of economic importance and highlight the potential use of miRNAs in future genomic selection programs.


Subject(s)
Livestock/genetics , MicroRNAs/genetics , Animals , Genomics , Humans
12.
Physiol Genomics ; 44(18): 878-88, 2012 Sep 18.
Article in English | MEDLINE | ID: mdl-22851761

ABSTRACT

The potential for dietary supplementation with n-3 polyunsaturated fatty acids (n-3 PUFA) to improve reproductive efficiency in cattle has received much interest. The mechanisms by which n-3 PUFA may affect physiological and biochemical processes in key reproductive tissues are likely to be mediated by significant alterations in gene expression. The objective of this study was to examine the effects of dietary n-3 PUFA supplementation on global uterine endometrial gene expression in cattle. Beef heifers were supplemented with a rumen protected source of either a saturated fatty acid (CON; palmitic acid) or high n-3 PUFA (n-3 PUFA; 275 g) diet per animal per day for 45 days and global gene expression was determined in uterine endometrial tissue using an Affymetrix oligonucleotide bovine array. A total of 1,807 (946 up- and 861 downregulated) genes were differentially expressed following n-3 PUFA supplementation. Dietary n-3 PUFA altered numerous cellular processes potentially important in the control of reproduction in cattle. These included prostaglandin biosynthesis, steroidogenesis and transcriptional regulation, while effects on genes involved in maternal immune response and tissue remodeling were also observed. This study provides new insights into the effects of n-3 PUFA supplementation on the regulation of gene expression in the bovine uterus.


Subject(s)
Dietary Supplements , Endometrium/drug effects , Fatty Acids, Omega-3/pharmacology , Fertility/drug effects , Animals , Cattle , Female , In Vitro Techniques , Oligonucleotide Array Sequence Analysis
13.
Reprod Fertil Dev ; 24(5): 715-22, 2012.
Article in English | MEDLINE | ID: mdl-22697121

ABSTRACT

Systemic progesterone affects the timing and duration of uterine endometrial gene and protein expression and has significant effects on conceptus development. The objective of the present study was to examine how changes in progesterone concentrations during the early luteal phase affect retinol-binding protein (RBP4) mRNA and protein concentrations in the uterus. Endometrial tissue and uterine flushings were recovered on Days 7 and 13 of the oestrous cycle in heifers with high, normal and low progesterone concentrations. RBP4 mRNA and protein concentrations were higher (P<0.05) on Day 13 compared with Day 7 in heifers with high and control progesterone concentrations. However, there was no difference in RBP4 protein concentrations between Days 7 and 13 in heifers with low progesterone (P>0.05). On Day 7, although heifers with low progesterone had lower RBP4 mRNA expression compared with controls (P<0.05) there was no difference in protein concentrations between treatment groups. On Day 13, RBP4 mRNA was 2-fold higher (P<0.001) in heifers with high and control progesterone compared with their low-progesterone counterparts and RBP4 protein concentrations were over 2-fold higher (P<0.001) in heifers with high compared to low progesterone. In conclusion, progesterone modulates uterine RBP4 mRNA and protein abundance in a time- and concentration-dependent manner.


Subject(s)
Cattle , Luteal Phase/blood , Progesterone/blood , Retinol-Binding Proteins, Plasma/genetics , Uterus/metabolism , Animals , Body Fluids/drug effects , Body Fluids/metabolism , Cattle/blood , Cattle/genetics , Cattle/metabolism , Dose-Response Relationship, Drug , Female , Gene Expression Regulation/drug effects , Luteal Phase/drug effects , Models, Theoretical , Osmolar Concentration , Progesterone/analysis , Progesterone/pharmacology , Retinol-Binding Proteins, Plasma/metabolism , Time Factors , Uterus/drug effects , Validation Studies as Topic
14.
BMC Genomics ; 13: 193, 2012 May 20.
Article in English | MEDLINE | ID: mdl-22607119

ABSTRACT

BACKGROUND: The liver is central to most economically important metabolic processes in cattle. However, the changes in expression of genes that drive these processes remain incompletely characterised. RNA-seq is the new gold standard for whole transcriptome analysis but so far there are no reports of its application to analysis of differential gene expression in cattle liver. We used RNA-seq to study differences in expression profiles of hepatic genes and their associated pathways in individual cattle in either mild negative energy balance (MNEB) or severe negative energy balance (SNEB). NEB is an imbalance between energy intake and energy requirements for lactation and body maintenance. This aberrant metabolic state affects high-yielding dairy cows after calving and is of considerable economic importance because of its negative impact on fertility and health in dairy herds. Analysis of changes in hepatic gene expression in SNEB animals will increase our understanding of NEB and contribute to the development of strategies to circumvent it. RESULTS: RNA-seq analysis was carried out on total RNA from liver from early post partum Holstein Friesian cows in MNEB (n = 5) and SNEB (n = 6). 12,833 genes were deemed to be expressed (>4 reads per gene per animal), 413 of which were shown to be statistically significantly differentially expressed (SDE) at a false discovery rate (FDR) of 0.1% and 200 of which were SDE (FDR of 0.1%) with a ≥ 2-fold change between MNEB and SNEB animals. GOseq/KEGG pathway analysis showed that SDE genes with ≥ 2- fold change were associated (P <0.05) with 9 KEGG pathways. Seven of these pathways were related to fatty acid metabolism and unexpectedly included 'Steroid hormone biosynthesis', a process which mainly occurs in the reproductive organs rather than the liver. CONCLUSIONS: RNA-seq analysis showed that the major changes at the level of transcription in the liver of SNEB cows were related to fat metabolism. 'Steroid hormone biosynthesis', a process that normally occurs in reproductive tissue, was significantly associated with changes in gene expression in the liver of SNEB cows. Changes in gene expression were found in this pathway that have not been previously been identified in SNEB cows.


Subject(s)
Energy Metabolism/genetics , Gene Expression Profiling/methods , Lactation/physiology , Liver/metabolism , Animals , Cattle , Female , Lactation/genetics , Lipid Metabolism/genetics
15.
Proteomics ; 12(12): 2014-23, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22623423

ABSTRACT

Early embryo loss is a key factor affecting fertility in dairy and beef herds. Prior to implantation, the bovine embryo spends around 16 days free-floating in the uterine environment and is dependent on the composition of uterine fluid for normal growth and development. However, there is a lack of information regarding the protein composition of the bovine uterus and how it relates to plasma. In this study, uterine flushings (UF) (n = 6) and blood plasma (n = 4) were collected from beef heifers on day 7 of the oestrous cycle, albumin depleted and compared using iTRAQ proteomics. A total of 35 proteins were higher and 18 were lower in UF including metabolic enzymes, proteins with anti-oxidant activity and those involved in modulation of the immune response. This study confirms the dynamic nature of the bovine uterine proteome and that it differs from plasma. Factors affecting the uterine proteome and how it impacts on embryo survival warrant further study.


Subject(s)
Blood Proteins/analysis , Proteome/analysis , Uterus/chemistry , Animals , Blood Proteins/chemistry , Cattle , Estrus/blood , Estrus/metabolism , Female , Isotope Labeling , Proteome/chemistry , Proteomics
16.
Proteomics ; 11(11): 2329-35, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21538883

ABSTRACT

Current MS-based proteomics has facilitated the identification of large numbers of proteins from complex mixtures. The bovine plasma proteome has the potential to provide a wealth of information concerning the biological state of an animal. However, during MS-based experiments, higher abundance proteins such as albumin and immunoglobulin G (IgG) can hinder the identification of potentially important proteins that are present in much lower abundance. While a variety of readily available technologies exist for the depletion of multiple high-abundance proteins from human, mouse and rat samples, there are few available for bovine. In this study, we report the depletion of >97% of albumin and >92% of IgG from bovine plasma.


Subject(s)
Cattle/blood , Immunoglobulin G/isolation & purification , Immunosorbent Techniques , Proteomics/methods , Serum Albumin, Bovine/isolation & purification , Animals , Antibodies, Immobilized/metabolism , Electrophoresis, Gel, Two-Dimensional , Female , Immunoglobulin G/analysis , Immunoglobulin G/metabolism , Reproducibility of Results , Serum Albumin, Bovine/analysis
17.
Reprod Fertil Dev ; 22(8): 1198-205, 2010.
Article in English | MEDLINE | ID: mdl-20883645

ABSTRACT

In the dairy cow, low systemic concentrations of progesterone are known to be a major factor associated with early embryo loss. Endometrial expression of the gene encoding retinol-binding protein (RBP) is sensitive to small changes in progesterone on day 7 of the oestrous cycle. The objectives of the present study were to measure RBP concentrations in bovine uterine flushings and plasma across different days of the oestrous cycle and to examine the relationship between uterine RBP and systemic concentrations of progesterone. Uterine flushings and plasma were collected from cows on days 3, 7, 11 and 15 of the oestrous cycle. Uterine RBP concentrations were five- to 15-fold higher (P < 0.001) on day 15 compared with the other days and twofold higher (P < 0.001) in the uterine horn ipsilateral to the corpus luteum on day 15. RBP concentrations were similar in flushings and plasma across days 3-11; however, day 15 RBP concentrations were six- to 15-fold higher (P < 0.001) in uterine flushings. No significant relationship was found between the concentration of systemic progesterone and RBP concentrations on day 7. Overall, the results of the present study indicate a local controlling mechanism operating at the level of the endometrium to regulate RBP secretion, most likely progesterone.


Subject(s)
Estrus/metabolism , Progesterone/blood , Retinol-Binding Proteins, Cellular/metabolism , Retinol-Binding Proteins, Plasma/metabolism , Uterus/metabolism , Vitamin A/metabolism , beta Carotene/metabolism , Animals , Cattle , Estrus/blood , Female , Therapeutic Irrigation , Time Factors , Vitamin A/blood , beta Carotene/blood
18.
Physiol Genomics ; 39(1): 1-13, 2009 Sep 09.
Article in English | MEDLINE | ID: mdl-19567787

ABSTRACT

Most dairy cows suffer uterine microbial contamination postpartum. Persistent endometritis often develops, associated with reduced fertility. We used a model of differential feeding and milking regimes to produce cows in differing negative energy balance status in early lactation (mild or severe, MNEB or SNEB). Blood hematology was assessed preslaughter at 2 wk postpartum. RNA expression in endometrial samples was compared using bovine Affymetrix arrays. Data were mapped using Ingenuity Pathway Analysis. Circulating concentrations of IGF-I remained lower in the SNEB group, whereas blood nonesterified fatty acid and beta-hydroxybutyrate concentrations were raised. White blood cell count and lymphocyte number were reduced in SNEB cows. Array analysis of endometrial samples identified 274 differentially expressed probes representing 197 recognized genes between the energy balance groups. The main canonical pathways affected related to immunological and inflammatory disease and connective tissue disorders. Inflammatory response genes with major upregulation in SNEB cows included matrix metalloproteinases, chemokines, cytokines, and calgranulins. Expression of several interferon-inducible genes including ISG20, IFIH1, MX1, and MX2 were also significantly increased in the SNEB cows. These results provide evidence that cows in SNEB were still undergoing an active uterine inflammatory response 2 wk postpartum, whereas MNEB cows had more fully recovered from their energy deficit, with their endometrium reaching a more advanced stage of repair. SNEB may therefore prevent cows from mounting an effective immune response to the microbial challenge experienced after calving, prolonging the time required for uterine recovery and compromising subsequent fertility.


Subject(s)
Cattle , Energy Metabolism/genetics , Gene Expression Profiling , Postpartum Period/genetics , Postpartum Period/immunology , Uterus/immunology , Uterus/metabolism , Animals , Antimicrobial Cationic Peptides/genetics , Cattle/genetics , Cattle/immunology , Cattle/metabolism , Dairying , Dinoprost/analogs & derivatives , Dinoprost/blood , Endometrium/metabolism , Energy Metabolism/immunology , Female , Gene Expression Regulation , Gene Regulatory Networks , Hormones/blood , Insulin-Like Growth Factor I/metabolism , Polymerase Chain Reaction , Serum Amyloid A Protein/metabolism
19.
Bioinformatics ; 25(11): 1438-9, 2009 Jun 01.
Article in English | MEDLINE | ID: mdl-19307241

ABSTRACT

SUMMARY: BioconductorBuntu is a custom distribution of Ubuntu Linux that automatically installs a server-side microarray processing environment, providing a user-friendly web-based GUI to many of the tools developed by the Bioconductor Project, accessible locally or across a network. System installation is via booting off a CD image or by using a Debian package provided to upgrade an existing Ubuntu installation. In its current version, several microarray analysis pipelines are supported including oligonucleotide, dual-or single-dye experiments, including post-processing with Gene Set Enrichment Analysis. BioconductorBuntu is designed to be extensible, by server-side integration of further relevant Bioconductor modules as required, facilitated by its straightforward underlying Python-based infrastructure. BioconductorBuntu offers an ideal environment for the development of processing procedures to facilitate the analysis of next-generation sequencing datasets. AVAILABILITY: BioconductorBuntu is available for download under a creative commons license along with additional documentation and a tutorial from (http://bioinf.nuigalway.ie).


Subject(s)
DNA/chemistry , Oligonucleotide Array Sequence Analysis/methods , Software , Databases, Genetic , Gene Expression Profiling/methods , Internet , User-Computer Interface
20.
Reprod Fertil Dev ; 20(1): 1-8, 2008.
Article in English | MEDLINE | ID: mdl-18154692

ABSTRACT

The oviduct and uterus provide the environments for the earliest stages of mammalian embryo development. However, little is known about the mechanisms that underlie the formation of oviduct and uterine fluids, or the extent to which the supply of nutrients via these reproductive tract tissues matches the nutrient requirements of early embryos. After reviewing our limited knowledge of these phenomena, a new experimental paradigm is proposed in which the epithelia lining the endosalpinx and endometrium are seen as the final components in a supply line that links maternal diet at one end and embryo uptake of nutrients at the other. When considered in this way, the oviduct and uterine epithelia become, for a few days, potentially the most critical maternal tissues in the establishment of a healthy pregnancy. In fulfilling this 'gatekeeper' role, female reproductive tract fluids have a key role in the 'developmental origins of health and disease' concept.


Subject(s)
Body Fluids/chemistry , Body Fluids/physiology , Embryonic Development/physiology , Fallopian Tubes/physiology , Uterus/physiology , Animals , Diet , Disease , Female , Humans , Maternal Nutritional Physiological Phenomena , Pregnancy , Prenatal Exposure Delayed Effects
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