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Comparisons of statistical modeling for constructing gene regulatory networksChen, Xiaohui 11 1900 (has links)
Genetic regulatory networks are of great importance in terms of scientific interests and practical medical importance. Since a number of high-throughput
measurement devices are available, such as microarrays and
sequencing techniques, regulatory networks have been intensively studied
over the last decade. Based on these high-throughput data sets, statistical interpretations of these billions of bits are crucial for biologist to extract meaningful results. In this thesis, we compare a variety of existing
regression models and apply them to construct regulatory networks which
span trancription factors and microRNAs. We also propose an extended
algorithm to address the local optimum issue in finding the Maximum A
Posterjorj estimator. An E. coli mRNA expression microarray data set with
known bona fide interactions is used to evaluate our models and we show
that our regression networks with a properly chosen prior can perform comparably
to the state-of-the-art regulatory network construction algorithm.
Finally, we apply our models on a p53-related data set, NCI-60 data. By
further incorporating available prior structural information from sequencing
data, we identify several significantly enriched interactions with cell proliferation
function. In both of the two data sets, we select specific examples
to show that many regulatory interactions can be confirmed by previous
studies or functional enrichment analysis. Through comparing statistical
models, we conclude from the project that combining different models with
over-representation analysis and prior structural information can improve
the quality of prediction and facilitate biological interpretation.
Keywords: regulatory network, variable selection, penalized maximum
likelihood estimation, optimization, functional enrichment analysis.
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EXPLORING small letter delta18O IN THE WATERS WITHIN A TEMPERATE FOREST ECOSYSTEM AND THE EVALUATION OF THE PECLET EFFECT IN A STEADY STATE LEAF WATER MODELHalliday, Mark 23 December 2011 (has links)
This thesis attempted to determine whether precipitation at CFB Borden, Ontario Canada is derived from recycled or marine source water using δ18O and to explore the enrichment of leaf water in three temperate forest trees. The d-excess values and rainfall intensity were used as indicators of recycled water and were found to suggest that precipitation at Borden is not derived from recycled water. The leaves of ash, aspen and maple showed significant enrichment in δ18O over xylem water. Maple leaves were significantly more enriched over the leaves of ash and aspen (p-value = 0.0019), despite source water not being significantly different (p-value = 0.1782). Modelling leaf water demonstrated the need for the inclusion of the Peclet effect in the steady state model for ash and aspen leaves, however for maple, the Peclet effect is insignificant. The non-steady state model used measured values of δET, which were uncertain and lead to poor model predictions. / NSERC Strategic Project #351040
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Higher order need strength as a moderator of job scope-job outcome relationshipsDeviney, David Alan 12 1900 (has links)
No description available.
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An Examination of the Effectiveness of a Community Implementation of the Program for the Education and Enrichment of Relational Skills (PEERS) for Teenagers with AutismArchuk, Ashley L Unknown Date
No description available.
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The effect of flooding duration on productivity of beaver ponds in eastern Ontario /Ingram, Joel W. January 1997 (has links)
This study investigated the relationship between flood duration of beaver ponds in eastern Ontario and their productivity for waterfowl. The primary objective was to assess the effect of removing water from a beaver pond for one year had on the subsequent productivity of the wetland. Productivity was estimated by sampling water chemistry, standing crops of aquatic invertebrates, vertebrates, algae and vegetation composition and distribution in naturally occurring and managed beaver ponds of varying ages during 1994 and 1995. Three ponds in each of the following categories were sampled; managed ponds reflooded in 1993, managed ponds reflooded in 1991, naturally occurring beaver ponds reflooded in 1992-93, and naturally occurring old flood ponds ($>$5 years old). / Results from this study indicate that beaver pond productivity is negatively affected by flooding duration. Removal of a portion of the beaver dam on old flood ponds may be an effective means of rejuvenating the wetland. Positive effects on the productivity of the wetland should be realized for several years after reflood. Variability in results indicates that other environmental variables were also affecting the overall productivity of beaver ponds. (Abstract shortened by UMI.)
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Teacher identity and practice in the context of curriculum reform.Naidoo, Managie. 08 May 2013 (has links)
In the South African educational landscape curriculum transformation since Curriculum
2005 (C2005) to the now prevailing National Curriculum Statement (NCS) has been dramatic. In
fact in the Foundation Phase and in Grade 10 a revised Curriculum and Assessment Policy
(CAPS) document introduced in 2012 is presently being implemented. The continuous revision
of curriculum policies is the background to the purpose of this research study, which is to
understand how four experienced teachers of English Home Language (EHL) engage with
changes in EHL policy and the impact this has on their identity/identities as teachers. The
National Education Department often hopes that teachers are highly regulated by policies, and
will thus change their practices in accordance to curriculum policy. My research project seeks to
understand the complexity of the ways in which external regulations, embedded in the changing
curriculum, govern teachers’ practices and consequently impacts on the identity of
professionally qualified teachers. The study is framed by two critical questions: a) To what
extent are the practices of experienced teachers governed by external regulation (in the form of
the curriculum policy)? and b) To what extent does external regulation shape their identity as
teachers? To this end, lesson observation and unstructured interviews were the data collection
methods that were employed.
This research is located within the interpretive paradigm. Data is gleaned from the stories told
by four experienced teachers of English about their everyday classroom practices and the ways
in which they translate and implement EHL policy from changing curriculum documents, as well
as through observations of their teaching. These teachers work in four diverse South African
educational contexts. The analytical framework that is used in this study suggests that teacher
practice and identity is shaped by external regulations (such as policy requirements); internal
regulations which are the contextual factors such as institutional school culture as well as core
regulations such as their beliefs and values.
Teachers’ sense-making of changing policy entrenched in curriculum documents; their
translation of policy and its impact on teaching practices and consequent influence on a
teacher’s identity are important for the answering of the research question. The findings reveal
that these teachers find curriculum changes challenging and are reluctant to implement them
entirely. Instead they select and adapt from the document what can fit with minimal change into
their present repertoire of pedagogical practices. The impact of this on the identity of a teacher
is minimal as teachers’ definition of who they are and the role they play is strong. Therefore the
impact of curriculum changes on teacher identity appears to be minimal.
I discovered that the four teachers in this study are resilient beings who adapt an externally
regulated curriculum to fit their frame of classroom practices based on their beliefs of what
constitutes effective teaching. To ameliorate the disjuncture between policy and practice would
be an ideal situation. But realistically strongly regulated national policies will never be
implemented as policy makers intend. Perhaps the lesson is looser regulations are thus more
useful. / Thesis (M.Ed.)-University of KwaZulu-Natal, Pietermaritzburg, 2012.
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Investigation of C-type natriuretic peptide in the intact rat brain under formal and informal learning conditionsRapley, Susan Ann January 2012 (has links)
C-type Natriuretic Peptide (CNP), a relatively new member of the natriuretic peptide family, is found throughout the central nervous system. Circumstantial evidence associates CNP with learning and memory, as its expression is highest in brain regions known to be involved in memory and associated with hippocampal physiology. Here, the first study housed rats in an enriched environment, regarded as providing an 'informal' learning experience, for either 14 or 28 days of housing in enrichment in six regions of interest, which was attributed to changes in the degradation of CNP. The second study examined a group of rats trained on object -recognition task – the bow-tie maze. A difference was found in CNP production in the limbic medial prefrontal cortex over repeated exposures to novel objects relative to controls that received 'yoked learning' an exposure only to the test room. CNP concentrations also tended to be lower in rats with better levels of discrimination between familiar objects. Together, these studies provide some initial evidence that CNP influences learning –induced plasticity in the intact brain.
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The effect of visual barriers, outdoor housing and feeding enrichment on the behaviour of drills (Mandrillus leucophaeus) at Parken ZooLindblom, Emelie January 2014 (has links)
Animals are confronted with potential stressors at zoos compared to in the wild, such as visitors and lack of environmental stimulation. This study included two projects conducted on the drills at Parken Zoo in Eskilstuna where I investigated: 1) the effect of visual barriers on the behaviour of the drills and if the visual barriers can moderate the visitor effect on the drills and 2) how outdoor-only access together with feeding enrichment (frozen fruit and tube feeders) affects the behaviour of the drills. 1/0- sampling method was used when observing the behaviours of the drills with 1 minute-intervals. Resting/Sleeping increased, while social agonistic behaviour and stereotypies decreased with visual barriers. A moderated visitor effect was shown in resting/sleeping and social affiliative behaviour in the drills with visual barriers. However, social agonistic behaviour and visitor interaction were still affected by visitors after the installation of the visual barriers, implying that the drills still find visitors stressful to some extent and that further alterations on the observation area viewing the indoor enclosure is recommended for the welfare of the drills. With outdoor-only access together with feeding enrichment, locomotion, foraging/eating and body-shaking increased, while resting/sleeping, social affiliative and agonistic behaviour, stereotypies, visitor interaction, scratching and self-grooming decreased. This suggests that outdoor-only access and feeding enrichment improve the behaviour of the drills and would be a valid option during summer season for the drills at Parken Zoo.
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Restitution from banksMoore, Jonathon P. January 2000 (has links)
This study analyses certain controversial issues commonly arising when a claim for restitution is brought against a bank. Chapter 1 considers the equitable claim traditionally labelled ‘knowing receipt’. Three issues are discussed: (i) the basis in principle of the claim for ‘knowing receipt’; (ii) whether the claim requires proof of fault on the part of the recipient; and (iii) whether the claim can be brought in relation to the receipt by a bank of a mortgage or guarantee offered to the bank in breach of trust or fiduciary duty. The conclusions are (i) that ‘knowing receipt’ is often a claim in unjust enrichment, though the dishonest recipient will also be liable for an equitable wrong; (ii) that when the unjust enrichment version of ‘knowing receipt’ is in issue, the claim should be one of strict liability; and (iii) a claim in unjust enrichment can be brought against a bank to defeat its interest in a mortgage or guarantee offered in breach of trust. Chapters 2 to 4 concern a concept within the law of unjust enrichment that has come to be called ministerial receipt. A ministerial receipt is a receipt of money or property by an agent on behalf of his or her principal. Banks often receive money as agents on behalf of account holders. Chapters 2 and 3 analyse that concept as it is dealt with at common law and in equity respectively. At common law, ministerial receipt is a defence which exists only if the agent pays over the money in question before receiving notive of the right of the plaintiff to restitution. By contrast, ministerial receipt in equity operates to restrict a right to restitution which would otherwise arise. A claim for 'knowing receipt' cannot be brought against an agent in equity. Chapter 4 argues that the equitable tratement of agents is correct as a matter of principle, and that no common law claim in unjust enrichment should be maintainable against a person who receives as agent. Special attention is given to banks. Chapter 5 analyses three other defences which a bank can plead in answer to restitutionary claims: 'good consideration', bona fide purchase and set off. It is concluded that there is no general defence of 'good consideration'; that the bank can plead bona fide purchase in relation to money deposited into an account in credit; and that in the context of combining two or more bank accounts set off is merely a species of bona fide purchase.
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A Method for Selective Concentrating of DNA Targets by Capillary Affinity Gel ElectrophoresisChan, Andrew 02 August 2013 (has links)
A method for the selective concentrating of DNA targets using capillary affinity gel electrophoresis is presented. Complementary ssDNA targets are retained through hybridization with oligonucleotide probes immobilized within polyacrylamide gels while non-complementary targets are removed. The captured DNA targets were concentrated by step elution, where a localized thermal zone was applied in small steps along the capillary.
Evaluation of the selective capture of a 150 nt DNA target in a complicated mixture was carried out by factorial analysis. Gels with a smaller average pore size were found to retain a higher amount of complementary targets. This was thought to be due to the ssDNA target migrating through the gel by reptation, eliminating hairpin structures, making the complementary region of the target available for hybridization.
This method was applied to a series of DNA targets of different lengths, 19 nt, 150 nt, 250 nt and 400 nt. The recovery of the method ranged from 0.5 to 4% for the PCR targets, and 13 to 18% for the 19 nt oligonucleotide target. The purity was calculated to be up to 44% for the PCR targets and up to 86% for the 19 nt target. This was an improvement in purity of up to 15 times and 1100 times in comparison to the original samples for the PCR targets and 19 nt oligonucleotide, respectively.
The 19 nt targets were selective concentrated and delivered into a microfluidic based DNA biosensing platform. The purity of the sample improved from 0.01% to 50% while recovery decreased from 100% to 20% for a sample with 0.5 nM complementary and 1 μM non-complementary targets. An improvement in the response of the sensing platform was demonstrated on 19 nt oligonucleotide targets delivered by selective concentration versus concentration alone into the microfluidic biosensing system.
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