The protein folding problem is examined. Specifically, the problem of predicting protein secondary structure from the amino acid sequence is investigated. A literature study is presented into the protein folding process and the different techniques that currently exist to predict protein secondary structures. These techniques include the use of expert rules, statistics, information theory and various computational intelligence techniques, such as neural networks, nearest neighbour methods, Hidden Markov Models and Support Vector Machines. A pattern recognition technique based on statistical analysis is developed to predict protein secondary structure from the amino acid sequence. The technique can be applied to any problem where an input pattern is associated with an output pattern and each element in both the input and output patterns can take its value from a set with finite cardinality. The technique is applied to discover the role that small sequences of amino acids play in the formation of protein secondary structures. By applying the technique, a performance score of Q8 = 59:2% is achieved, with a corresponding Q3 score of 69.7%. This compares well with state of the art techniques, such as OSS-HMM and PSIPRED, which achieve Q3 scores of 67.9% and 66.8% respectively, when predictions on single sequences are made. / Dissertation (MEng)--University of Pretoria, 2009. / Electrical, Electronic and Computer Engineering / unrestricted

No description available.

Thesis (PhD (Chemistry and Polymer Science))--University of Stellenbosch, 2008. / This dissertation can be broken into two parts comprising different strategies to synthesise novel poly-amino acid based polymers. The use of recently developed nickel(0) and cobalt(0) metal catalysts for the living polymerization of α-amino acid-N-carboxyanhydrides (NCAs) to synthesise novel poly-amino acid polymers, comprising a polar, hydrophilic block and a neutral hydrophobic block, were investigated in the first part of this study. The hydrophilic block was made up of a random sequence of arginine (Arg, R), glycine (Gly, G) and aspartic acid (Asp, D) - poly-RGD. This was followed by a polyleucine (Leu, L) hydrophobic block. Success was limited with this system due to polymer precipitation during the polymerization reaction. Because of this precipitation, the amino acid composition of the hydrophilic block was changed to a random sequence of glutamic acid (Glu, E), cystein (Cys, C) and aspartic acid – poly-ECD. Here also, the success was limited because of polymer precipitation. A novel approach to the synthesis of hybrid poly-amino acid – synthetic polymer materials constitutes the second part of this study. The final polymeric structure can be described as a carboxylic acid functionalized polyethylene glycol (PEG) sheathed polylysine polymer. The technology involves the synthesis of a lysine NCA functionalized at the ε-amino group with an α,ω-bis(carboxymethyl) ether PEG. The distal carboxylic acid group was protected as a benzyl ester during synthesis and subsequent polymerization of the PEG-lysine-NCA macro-monomer. The polymerization was successfully initiated using n-butyl amine to form short homopolymer strands. Copolymerization with lysine-NCA was also achieved as well as the successful initiation using a generation 1.0 dendritic amine initiator, N,N,N’,N’-tetrakis(3-aminopropyl)-1,4-butanediamine (DAB-Am-4). These polymers were characterized by 1H NMR.

published_or_final_version / Computer Science / Master / Master of Philosophy

Glutamate, the predominant excitatory neurotransmitter in the central nervous system, is involved in almost all aspects of neurological function including cognition, motor function, memory, learning, decision making, and neuronal plasticity. For normal neurological function, glutamate signaling must be properly regulated. Disrupted glutamate regulation plays a pivotal role in the acute pathophysiology of traumatic brain injury (TBI), disrupting neuronal signaling, initiating secondary injury cascades, and producing excitotoxicity. Increases in extracellular glutamate have been correlated with unfavorable outcomes in TBI survivors, emphasizing the importance of glutamate regulation. The aim of this thesis was to examine disruptions in the regulation of extracellular glutamate after experimental TBI. In these studies, we used glutamate-sensitive microelectrode arrays (MEAs) to examine the regulation of extracellular glutamate two days after diffuse brain injury. First, we examined which brain regions were vulnerable to post-traumatic increases in extracellular glutamate. We detected significant increases in extracellular glutamate in the dentate gyrus and striatum, which correlated to the severity of brain injury. Second, we examined the regulation of extracellular glutamate by neurons and glia to determine the mechanisms responsible for post-traumatic increases in extracellular glutamate. In the striatum of brain-injured rats, we detected significant disruptions in release of glutamate by neurons and significant decreases in the removal of glutamate from the extracellular space by glia. Third, we examined if a novel therapeutic strategy, a viral-vector mediated gene delivery approach, could improve the regulation of extracellular glutamate. Infusion of an adeno-associated virus expressing a glutamate transporter into the rat striatum produced significant improvements in glutamate clearance, identifying a novel strategy to reduce excitotoxicity. Lastly, we examined the translational potential of MEAs as novel neuromonitoring device for clinical TBI research. Overall, these studies have demonstrated the translational potential of MEAs to aid in the diagnosis and treatment of TBI survivors.

The present study was divided between two different drug delivery goals, each involving naltrexone (NTX) or its active metabolite, 6-β-naltrexol (NTXOL). First, amino acid esters of NTX and NTXOL were prepared in order to test their candidacy for microneedle-enhanced transdermal delivery. Second, a 3-O-(-)-cytisine-naltrexone (CYT-NTX) codrug was prepared for screening as a potential oral delivery form of NTX and (-)-cytisine (CYT). The amino acid prodrugs were intended for the treatment of alcohol abuse, while the codrug was designed as a single agent for the treatment of alcoholism and tobacco-dependency co-morbidities. One hypothesis of this work was that prodrugs of NTX or NTXOL can be designed that possess superior skin transport properties through microneedle-treated skin compared to parent NTX or NTXOL. Nine amino acid ester prodrugs were prepared, and only three 6-O amino acid ester prodrugs of NTXOL were stable enough at skin pH (pH 5.0) to move forward to studies in 50% human plasma. 6-O-β-Ala-NTXOL, the lead compound, exhibited the most rapid bioconversion to NTXOL in human plasma (t1/2 = 2.2 ± 0.1 h); however, this in vitro stability value indicates that the prodrug may require hepatic enzyme-mediated hydrolysis for sufficiently rapid bioconversion to NTXOL in vivo. A second hypothesis of this work was that a CYT-NTX codrug could be designed with appropriate stability characteristics for oral delivery. CYT-NTX was found to be stable over the time course of 24 h in buffer systems of pH 1.5, 5.0, 7.4 and 9.0, and in 80% rat plasma, 80% human plasma, simulated gastric fluid and simulated intestinal fluid. Six (3 rats/group) Sprague-Dawley male rats were dosed i.v. with 1 mg/kg CYT-NTX codrug, or 10 mg/kg, p.o. Oral administration of a 10 mg/kg dose of CYT-NTX codrug resulted in rapid absorption and distribution (5 min) of CYT-NTX codrug, and NTX was released from codrug with a peak plasma concentration of 6.8 ± 0.9 nmol/L reached within 65 minutes. Plasma CYT was not detected; however, NTX delivery was achieved with a fraction absorbed value of 13%. Thus, CYT-NTX may hold promise as a potential oral codrug for further optimization and development.

Proteins play an important role in cells, as the morphology, function and activities of the cell depend on the proteins they express. The key to understanding how different proteins function lies in an understanding of the molecular structure. The overall aim of this thesis was the determination of the structure of DWNN domains. This thesis described the preparation of samples of human DWNN suitable for structural analysis by nuclear magnetic resonance spectroscopy (NMR), as well as NMR analysis.

Genetic code expansion allows the incorporation of non-canonical amino acids with a variety of new functional groups: fluorescent amino acids,1-3 azides,4-6 alkynes,5-10 and photocrosslinkers.4,11,12 This incorporation requires the evolution of new tRNA/aminoacyl tRNA sythetase pairs. Traditionally screenings of novel tRNA/aminoacyl tRNA synthetase pairs have been done in vivo. While these in vivo screenings have proven robust, they are limited in multiple ways: non-canonical amino acids (ncAAs) must be nontoxic and bioavailable. Furthermore, library size is limited by transformation efficiency. Lastly, in vivo screenings require substantial amounts of the target ncAA, which is often not available in large masses. In vitro screenings bypass these limitations: toxicity and bioavailibilty are no longer concerns. Library size can be expanded by several orders of magnitude as we are no longer limited by transformation efficiency. Lastly, because in vitro transcription/translation reactions are routinely conducted on the μL scale, ncAA usage can be minimized. We set out to use in vitro compartmentalization to further expand the code. In an in vitro compartmentalization screening, the water droplets in a water-in-oil emulsion serve as separate reaction chambers in which individual library members are transcribed and translated. Here we report optimization of S30 transcription/translation reactions. Optimizations include cell lysis method, reaction temperature, template amount, and T7 RNA polymerase amounts. Yields remained low and we transistioned into the use of PURExpress. Fluorohistidines are isosteric with histidine, but not isoelectronic.13 This change in environment results in a reduction of pKa. We set out to synthesize 4-fluorohistidine to use as a pH probe in several target proteins. A synthesis of 4-fluorohistidine was published in 1973.14,15 We were able to improve upon this synthesis by reducing cost and improving yield of a key step in the reaction. Next, small peptides with polyhistidine tags were translated in vitro using our 4-fluorohistidine. We are calling this polyhistidine tag incorporating 4-fluorohistidine our “hexafluorohistag.” Because of the reduced pKa of the 4-fluorohistidine, the hexafluorohistag showed affinity to Nickel-NTA resin even at reduced pH. This allowed for the purification of hexafluorohistagged peptides in the presence of traditional polyhistidine-tagged peptides.

Amines are ubiquitous in nature and serve a variety of functions in living organisms. Because of this fact amines are of great biological and pharmaceutical interest. The iridium catalyst (pentamethylcyclopentadienyl) iridium dichloride dimer ([Cp*IrCl2]2) has been used in a number of ways to synthesize new carbon-nitrogen bonds. These studies were directed toward the development of a method for the iridium catalyzed N-alkylation of alpha-amino acid esters as well as the development of a strategy for synthesis of the natural product 275A. We have optimized a method for the N-alkylation for alpha-amino acid esters. Using this method, we have N-alkylated a series of alpha-amino acid esters with a variety of alcohols. We have shown that the N-alkylation of the alpha-amino acid esters works consistently and gives the desired products in moderate to high yields. We have examined the effect of this method on the chiral center of the obtained products by analyzing their optical rotation. Evaluation of these specific rotations indicated racemization was occurring but it is believed that any loss of the chiral center is due to the reaction conditions. Amphibian alkaloids are of great interest to the pharmaceutical and academic communities due to their biological activities. Unfortunately, they are not naturally available in large quantities which makes total synthesis the most common method of generating these compounds for evaluation. One amphibian alkaloid class of interest to us are the Lehmizidines. These are bicyclic ring structures consisting of a 7-member and 5-member ring with a nitrogen bridgehead. The alkaloid, 275A, was selected as a target for a general synthetic approach. This synthetic approach required the synthesis of novel diols. The construction of these diols along with a method for the synthesis of the azepane ring is presented here.

D-serine metabolism is implicated in schizophrenia pathophysiology. This is based on reduced D-serine levels in the disorder, its ameliorative effects therapeutically and the potential genetic contributions of its metabolic enzymes, D-amino acid oxidase (DAO) and serine racemase (SRR). D-serine is a gliotransmitter and the N-methyl D-aspartate receptor (NMDAR) co-agonist. Thus, altered D-serine metabolism may contribute to NMDAR hypofunction in schizophrenia. The research in this thesis was designed to investigate D-serine metabolic enzymes further through studying their distribution, their expression in schizophrenia and their effect on NMDARs. The regional and cellular distribution of DAO and SRR in rodent and human brain were investigated using immunohistochemistry. Both enzymes were found within frontal cortex, hippocampus and cerebellum. In rodent frontal cortex, SRR expression was neuronal suggesting D-serine is not always glia-derived. In the human this was not the case, highlighting possible species differences. DAO in the rodent and human cortex was robustly detected, challenging previous views. In rodent cerebellum, both enzymes were neuronal and glial and in human, predominantly glial. In schizophrenia, DAO and SRR expression were investigated using western blotting and real-time PCR. DAO expression was elevated in the cerebellum in the disorder, without an accompanying change in SRR. In the dorso-lateral prefrontal cortex (DPFC), DAO and SRR mRNAs were unchanged in schizophrenia but SRR protein was significantly increased. The elevation in DPFC SRR protein was not replicated however in a second study. To investigate the effects of D-serine metabolic enzymes on NMDARs, an in vitro model of altered SRR expression was developed, but its use hindered through technical complications. The data detailed demonstrate new findings of DAO and SRR’s distributions in the brain and highlight novel potential roles for these enzymes. In addition, the data provide some paradoxical findings including DAO’s cortical expression. The investigations in schizophrenia lend to robust demonstrations of DAO’s elevated cerebellar expression in the disorder. However, its roles therein and that of DAO and SRR on NMDAR function remain unclear.