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dc.contributor.advisorSeoighe, Cathal
dc.contributor.authorFatima, Attia
dc.description.abstractThis thesis sets about to answer three research questions grounded in transcriptional regulation of hepatic genes in the high yielding postpartum dairy cow under negative energy balance (NEB). For this purpose we used liver tissue from a previously developed dairy cow model comprising of cows under mild negative energy balance (MNEB) and severe negative energy balance (SNEB). The first research question relates to what is the overall expression profile distribution of hepatic miRNAs in the early postpartum period under both conditions and whether hepatic miRNA expression is altered during SNEB. The second question is an in silico identification of the gene targets of these miRNAs among sets of differentially expressed hepatic genes previously reported in the same animals. The third question is to determine the functional role of miRNAs in regulating putative target mRNAs. Two high-throughput techniques were used to determine hepatic miRNA expression under NEB in a dairy cattle model. First microarray expression profiling was done to determine the differential expression of hepatic miRNAs under SNEB. Five miRNAs were differentially expressed including miR-140, 31, 17-5p, 1281 and 2885. For all differentially expressed miRNAs, in-slico target prediction was carried out on a set of 418 differentially expressed liver genes previously reported in the same animals. A custom Perl script from TargetScan was used to identify putative target sites on bovine 3¿UTRs retrieved from Ensemble. Overall 32 down-regulated target genes were identified, including those relevant to NEB such as genes associated with lipid and glucose metabolism and homeostasis and the somatotropic axis. miR-2885 has binding sites in the 3¿UTR of FADS2, a lipogenic gene which is strongly down-regulated under SNEB. In addition, an up-regulated hepatic transcription factor, HNF3-gamma involved in IGF-1 expression is a putative target of miR-31. In the second study the overall abundance and distribution of miRNAs under both MNEB and SNEB was profiled using next generation sequencing. Overall, liverspecific miR-122 constituted 75% of expressed miRNA. SNEB resulted in the iii down-regulation of miR-143, which has been associated with fatty acid metabolism.Overall 16 up-regulated putative target genes of miR-143 were identified in a set of differentially expressed hepatic genes of same animals from micro-array and RNA-seq based previous NEB model studies. Among these SLC2A12 and LRP2 have roles in glucose and lipid metabolism.The third study aimed to determine the functional role of miR-2885 in the regulation of FADS2 expression. The inhibition of miR-2885 was carried out in an MDBK (Madin Darby Kidney) cell line through lipid-based transfection of a miR-2885 inhibitor and its effect on the expression of FADS2 was determined. FADS2 expression was up-regulated over 5-fold validating a role for miR-2885 in FADS2 regulation. The thesis layout is as follows; Chapter 1 discusses the impact of NEB on liver physiology and liver gene expression in postpartum moderate yielding dairy cows. Effects of NEB on fertility are also discussed. The postpartum NEB model of moderate yielding dairy cattle and alterations in liver genes from this model are summarized. miRNAs and their role in gene expression regulation, in the context of liver function and disorders is also given. Chapter 2 is a review of current methodologies and data analysis protocols involved in miRNA expression profiling, target predictions and functional analysis. Chapter 3 (a selection from first paper) is a review of research work on miRNAs in domestic livestock. Chapters 4 and 5 (papers 2 and 3) present the results of hepatic miRNA expression analysis from the NEB model. Chapters 4 and 5 also report the putative targets of differentially expressed miRNAs, among differentially expressed liver genes reported previously from the same animals. Chapter 6 presents a functional analysis of miRNA inhibition in a MDBK cell line. Finally, Chapter 7 gives a general discussion on the work done in this thesis followed by a scoping of future work.en_US
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Ireland
dc.subjectMathematics, Statistics and Applied Mathematicsen_US
dc.titleAnalysis of hepatic microRNA expression in postpartum dairy cows in negative energy balanceen_US
dc.contributor.funderWalsh fellowshipen_US
dc.local.noteThe thesis is set out to look at the role of small non coding RNAs called miRNAs, in the regulation of changes in high yielding dairy cattle liver gene expression, under Negative energy balance during the post-partum period when the energy demands exceed energy supply.en_US

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