Anxiety disorders are characterized by a significant impairment in one's ability to inhibit or control their fear in response to cues that remind them of the initiating traumatic event. On the other hand, fear extinction is the gradual reduction in fear response, which occurs through repeated presentation of non-reinforced fear-related cues. Fear extinction is therefore an important evolutionarily conserved behavioural adaptation that is essential for survival. The evidence indicates that the infralimbic region of the medial prefrontal cortex (ILPFC) plays a critical role in the acquisition and maintenance of fear extinction memory; however, the cellular and molecular mechanisms involved in the formation and maintenance of fear extinction memory have not been fully elucidated.Epigenetic mechanisms are critically involved in the regulation of gene expression underlying learning and memory. Dynamic variation in cytosine methylation has emerged as a primary mechanism underlying experience-dependent plasticity in the nervous system and in the formation of fear-related memory. However, cytosine methylation is not the only DNA modification in eukaryotic genome. Recent studies have shown that 5-methylcytosine (5mC) can be oxidized and converted to 5-hydroxymethylaton (5hmC) by the ten-eleven translocation (Tet) family proteins. Moreover, 5hmC has been found to be highly enriched in the adult brain, can be dynamically regulated by neural activity, and accumulates across the lifespan. In this thesis, I build upon the hypothesis that Tet-mediated accumulation of 5hmC may underpin the novel cellular and molecular processes that contribute to fear extinction memory. In support of this hypothesis, I first demonstrate that Tet3 gene expression is associated with neuronal activation in vitro. We next found that the expression of Tet3 mRNA, not Tet1 mRNA, is specifically induced after fear extinction training, in vivo. Interestingly, by blocking fear extinction with the NMDA antagonist, MK-801, we found that learning-induced Tet3 mRNA expression is inhibited. Furthermore, lentiviral-mediated knockdown of Tet3 inhibits the consolidation of fear extinction memory.These data strongly suggest that Tet3 is critical for fear extinction memory.To expand on these findings, we performed high-throughput genome-wide sequencing for 5hmC. This was enabled by sequencing samples derived from the infralimibic prefrontal cortex (ILPFC) of mice. We developed a novel protocol that allows one to profile the genome-wide landscape of 5hmC within the ILPFC of individual mice using low input DNA.By adopting this protocol, we mapped out the accumulation of 5hmC across the genome in the ILPFC following fear acquisition and fear extinction. We have found that, upon 2 behavioural training, there is a dramatic redistribution of 5hmC in response to learning.Moreover, by comparing the genome-wide data between fear conditioned and fear extinction-trained mice, we identified 233 unique genomic loci that exhibit accumulation of 5hmC after extinction tra...