DNA immunoprecipitation semiconductor sequencing (DIP-SC-seq) as a rapid method to generate genome wide epigenetic signatures

Modification of DNA resulting in 5-methylcytosine (5 mC) or 5-hydroxymethylcytosine (5hmC) has been shown to influence the local chromatin environment and affect transcription. Although recent advances in next generation sequencing technology allow researchers to map epigenetic modifications across the genome, such experiments are often time-consuming and cost prohibitive. Here we present a rapid and cost effective method of generating genome wide DNA modification maps utilising commercially available semiconductor based technology (DNA immunoprecipitation semiconductor sequencing; “DIP-SC-seq”) on the Ion Proton sequencer. Focussing on the 5hmC mark we demonstrate, by directly comparing with alternative sequencing strategies, that this platform can successfully generate genome wide 5hmC patterns from as little as 500 ng of genomic DNA in less than 4 days. Such a method can therefore facilitate the rapid generation of multiple genome wide epigenetic datasets

Structure-Based Virtual Screening for Drug Discovery: a Problem-Centric Review

Structure-based virtual screening (SBVS) has been widely applied in early-stage drug discovery. From a problem-centric perspective, we reviewed the recent advances and applications in SBVS with a special focus on docking-based virtual screening. We emphasized the researchers’ practical efforts in real projects by understanding the ligand-target binding interactions as a premise. We also highlighted the recent progress in developing target-biased scoring functions by optimizing current generic scoring functions toward certain target classes, as well as in developing novel ones by means of machine learning techniques

DNA immunoprecipitation semiconductor sequencing (DIP-SC-seq) as a rapid method to generate genome wide epigenetic signatures

Chemical modification of the cytosine base via the addition of a methyl group to form 5-­‐methylcytosine (5-­‐mC) is a well-­‐studied example of an epigenetic mark, which contributes to regulation of gene expression, chromatin organisation and other such cellular processes without affecting the underlying DNA sequence. In recent years it was shown that 5-­‐mC is not the only DNA modification found within the vertebrate genome. 5-­‐hydroxymethylcytosine (5-­‐hmC) was first described in 1952 although it wasn’t until 2009 when it was rediscovered in mammalian tissues that it sparked intense interest in the field. Research has found that unlike the 5-­‐mC base from which it is derived, 5-­‐hmC displays variable levels and patterns across a multitude of tissue and cell types. As such the patterns of these DNA modifications can act as an identifier of cell state. This thesis aims to characterize the methyl and hydroxymethyl profiles of induced pluripotent stem cells (iPSCs), derived from control mouse embryonic fibroblast cell line (p53-­‐/-­‐) as well as and methylation hypomorphic (p53-­‐/-­‐, Dnmt1 -­‐/-­‐) mutant cell lines. As such both somatic cells were subject to reprogramming with Yamanaka factors (Oct4, cMyc, Klf4 and Sox2) via the piggyback transposition technique. Successful reprogramming was confirmed by a number of techniques and outcomes, including the de novo expression of a number of key pluripotency related factors (Nanog, Sall4 and Gdf3). Reprogrammed cells were then analysed for transcriptomic changes as well as alterations to their methyl and hydroxymethyl landscapes that accompany reprogramming. Through this work I have shown that the reprogramming of MEF derived cell lines results in a global increase in 5-­‐hmC for both p53-­‐/-­‐ and (p53-­‐/-­‐, Dnmt1 -­‐/-­‐) hypomorphic mutant cell lines – possibly through the reactivation of an alternative form of DNMT1. I demonstrate by both antibody based dot blot assay and genome wide sequencing that the reprogramming of the (p53-­‐/-­‐, Dnmt1 -­‐/-­‐) somatic cells towards a pluripotent state brings about an increase in methylation levels within the cells. This latter observation may indicate that the reprogramming of the cells is driving them towards a more wild type phenotypic state. My studies suggest that lack of DNMT1 function is not a barrier to reprogramming of somatic cells

The dual role of the extracellular matrix in synaptic plasticity and homeostasis

Recent studies have deepened our understanding of multiple mechanisms by which extracellular matrix (ECM) molecules regulate various aspects of synaptic plasticity and have strengthened a link between the ECM and learning and memory. New findings also support the view that the ECM is important for homeostatic processes, such as scaling of synaptic responses, metaplasticity and stabilization of synaptic connectivity. Activity-dependent modification of the ECM affects the formation of dendritic filopodia and the growth of dendritic spines. Thus, the ECM has a dual role as a promoter of structural and functional plasticity and as a degradable stabilizer of neural microcircuits. Both of these aspects are likely to be important for mental health