321 research outputs found

    Fungicide resistance among Cladobotryum spp. – causal agents of cobweb disease of the edible mushroom Agaricus bisporus

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    A survey of fungicide resistance among isolates of the mushroom pathogens Cladobotryum mycophilum and C. dendroides Types I and II was undertaken, with respect to the active ingredients thiabendazole, carbendazim (benzimidazoles) and prochloraz manganese following an epidemic in Britain and Ireland in 1994/95. The majority of isolates (41/57) were strongly resistant to thiabendazole (ED50 > 200 ppm) and were exclusively C. dendroides Type II. All C. mycophilum and C. dendroides Type I isolates, and four C. dendroides Type II isolates, were weakly resistant to thiabendazole (ED50 1–10 ppm). Thiabendazole-resistant C. dendroides Type II isolates were only weakly resistant to carbendazim (ED50 2–10 ppm) and isolates which were weakly resistant to thiabendazole were carbendazim-sensitive (ED50 < 1 ppm), demonstrating a lack of complete cross resistance between these two benzimidazole fungicides. The ED50 values for all isolates with respect to prochloraz manganese ranged from 0.14 to 7.8 ppm. Benzimidazole resistance was considered to have been an important factor influencing the severity of the 1994/95 cobweb epidemic but 25% of isolates collected were benzimidazole sensitive

    Online transfer learning for concept drifting data streams

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    Online Transfer Learning (TL) allows knowledge to be learnt from a data rich source domain to aid predictions in an online target domain. However, when all domains are online, and a data rich source domain does not exist, we must determine what to transfer, how to combine transferred knowledge, and whether to transfer knowledge. To ensure the feasibility of online TL methods in real-world applications, they should not only aid predictions in receiving domains, but should consider the communication and computational overheads of knowledge transfer. To address these challenges, this thesis presents methods for online TL when all domains are online, which are evaluated using synthetic and real-world regression-based datasets. First, the BOTL framework is introduced, which enables knowledge transfer to be conducted bi-directionally between online data streams, where knowledge is transferred in the form of predictive models, and combined using an OLS metalearner. Second, two methods of selecting a relevant yet diverse subset of transferred and locally learnt models are presented, namely parameterised thresholding and conceptual clustering. These approaches help to prevent over_tting when the number of models transferred is large in comparison to the window of available data. To reduce the computational overhead of selecting subsets of models, a static diversity metric is introduced, which estimates the conceptual similarity between models using the Principal Angles (PAs) between their underlying subspaces. Third, two methods for determining whether to transfer knowledge are presented, namely IdDT and IdCS, which maintain comparable predictive performances to when all models are transferred, while reducing the number of models received in each domain by 47:1% and 30% respectively across the experiments conducted for this thesis

    The Archival Metrics Toolkit: Development and implementation

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    User based evaluation in archives and manuscript repositories lags behind that of libraries and museums. This paper discusses the development and testing of the Archival Metrics Toolkit which is designed to support archivists in conducting user-based evaluations. The current Toolkit includes 5 different questionnaires focused on assessing various archival services in Colleges and Universities as well as instructions for administration and data analysis. The questionnaires aim to gather feedback from (1) onsite users of the reading room, (2) students who have attended an orientation session and (3) instructors who use the archives for teaching, as well as (4) online users of the website and (5) online users of finding aids.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/63088/1/1450450379_ftp.pd

    Exploratory study into the relationship between the symptoms of chronic fatigue syndrome (CFS)/myalgic encephalomyelitis (ME) and fibromyalgia (FM) using a quasiexperimental design

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    Objective To explore the relationship between symptoms of chronic fatigue syndrome (CFS)/myalgic encephalomyelitis (ME) and fibromyalgia (FM). The hypothesis predicated that there would be no significant differences between the group’s symptom experience.Design A quasiexperimental design. Structural equation modelling (SEM) and invariance testing.Participants Males (M) and females (F) >16 with a confirmed diagnosis of CFS/ME or FM by a general practitioner or specialist. CFS/ME (n=101, F: n=86, M: n=15, mean (M) age M=45.5 years). FM (n=107, F: n=95, M: n=12, M=47.2 years).Outcome measures Diagnostic criteria: the American Centers for Disease Control and Prevention (CDC) for CFS/ME and the American College of Rheumatology (ACR) criteria for FM. Additional symptom questionnaires measuring: pain, sleep quality, fatigue, quality of life, anxiety and depression, locus of control and self-esteem.Results Invariance was confirmed with the exception of the American CDC Symptom Inventory, Fibromyalgia Impact Questionnaire and Hospital Anxiety and Depression Scale (

    Alternative Transcript Initiation and Splicing as a Response to DNA Damage

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    Humans are exposed to the DNA damaging agent, ionizing radiation (IR), from background radiation, medical treatments, occupational and accidental exposures. IR causes changes in transcription, but little is known about alternative transcription in response to IR on a genome-wide basis. These investigations examine the response to IR at the exon level in human cells, using exon arrays to comprehensively characterize radiation-induced transcriptional expression products. Previously uncharacterized alternative transcripts that preferentially occur following IR exposure have been discovered. A large number of genes showed alternative transcription initiation as a response to IR. Dose-response and time course kinetics have also been characterized. Interestingly, most genes showing alternative transcript induction maintained these isoforms over the dose range and times tested. Finally, clusters of co-ordinately up- and down-regulated radiation response genes were identified at specific chromosomal loci. These data provide the first genome-wide view of the transcriptional response to ionizing radiation at the exon level. This study provides novel insights into alternative transcripts as a mechanism for response to DNA damage and cell stress responses in general

    Opening research sites in multicentre clinical trials within the UK: a detailed analysis of delays

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    While recently imposed targets are reducing the time taken for R&D departments to approve valid applications, the time taken to open UK research sites remains excessive and must be reduced. At present significant public funds are being used inefficiently in order to navigate NHS systems, challenging the resolve of trial teams and the competitiveness of the UK

    TGFβ and CCN2/CTGF mediate actin related gene expression by differential E2F1/CREB activation

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    BACKGROUND: CCN2/CTGF is an established effector of TGFβ driven responses in diabetic nephropathy. We have identified an interaction between CCN2 and TGFβ leading to altered phenotypic differentiation and inhibited cellular migration. Here we determine the gene expression profile associated with this phenotype and define a transcriptional basis for differential actin related gene expression and cytoskeletal function. RESULTS: From a panel of genes regulated by TGFβ and CCN2, we used co-inertia analysis to identify and then experimentally verify a subset of transcription factors, E2F1 and CREB, that regulate an expression fingerprint implicated in altered actin dynamics and cell hypertrophy. Importantly, actin related genes containing E2F1 and CREB binding sites, stratified by expression profile within the dataset. Further analysis of actin and cytoskeletal related genes from patients with diabetic nephropathy suggests recapitulation of this programme during the development of renal disease. The Rho family member Cdc42 was also found uniquely to be activated in cells treated with TGFβ and CCN2; Cdc42 interacting genes were differentially regulated in diabetic nephropathy. CONCLUSIONS: TGFβ and CCN2 attenuate CREB and augment E2F1 transcriptional activation with the likely effect of altering actin cytoskeletal and cell growth/hypertrophic gene activity with implications for cell dysfunction in diabetic kidney disease. The cytoskeletal regulator Cdc42 may play a role in this signalling response

    Modifying Group Interpersonal Psychotherapy for Peripartum Adolescents in Sub-Saharan African Context: Reviewing Differential Contextual and Implementation Considerations

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    Background: This study describes adaptation and modification of World Health Organization (WHO) recommended group interpersonal psychotherapy (IPT-G) for depressed peripartum adolescents. The adaptation process includes accommodating contextual factors and strategies to address intervention implementation barriers, such as engagement problems with adolescents, caregivers, and providers, and stigma and dearth of mental health specialists. The modifications include and adolescent relevant iterations to the therapy format and content. Methods: A multi-stakeholder led two-stage intervention adaptation and modification process integrating mixed qualitative methods were used with pregnant and parenting adolescents, their partners, and health care workers. In-depth interviews focusing on personal, relationship, social, and cultural barriers experienced by adolescents were carried out modeled on the Consolidated Framework for Implementation Research. Focus group discussions with depressed adolescents on their experiences, feedback from caregivers, partners, health workers inform focused modifications. An IPT expert committee of three practitioners, along with UNICEF adolescent officer, and mental health policy expert from Ministry of Health and representative community advisory body reviewed the adaptations and modifications made to the WHO IPT-G manual. Discussion: Integration of mental health needs of peripartum adolescents as demonstrated in the stakeholder engagement process, adaptation of key terms into locally relevant language, determination of number of sessions, and user-centric design modifications to digitize a brief version of group interpersonal psychotherapy are presented
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