1,344 research outputs found
Comparative Analysis of the Saccharomyces cerevisiae and Caenorhabditis elegans Protein Interaction Network
Protein interaction networks aim to summarize the complex interplay of
proteins in an organism. Early studies suggested that the position of a protein
in the network determines its evolutionary rate but there has been considerable
disagreement as to what extent other factors, such as protein abundance, modify
this reported dependence.
We compare the genomes of Saccharomyces cerevisiae and Caenorhabditis elegans
with those of closely related species to elucidate the recent evolutionary
history of their respective protein interaction networks. Interaction and
expression data are studied in the light of a detailed phylogenetic analysis.
The underlying network structure is incorporated explicitly into the
statistical analysis.
The increased phylogenetic resolution, paired with high-quality interaction
data, allows us to resolve the way in which protein interaction network
structure and abundance of proteins affect the evolutionary rate. We find that
expression levels are better predictors of the evolutionary rate than a
protein's connectivity. Detailed analysis of the two organisms also shows that
the evolutionary rates of interacting proteins are not sufficiently similar to
be mutually predictive.
It appears that meaningful inferences about the evolution of protein
interaction networks require comparative analysis of reasonably closely related
species. The signature of protein evolution is shaped by a protein's abundance
in the organism and its function and the biological process it is involved in.
Its position in the interaction networks and its connectivity may modulate this
but they appear to have only minor influence on a protein's evolutionary rate.Comment: Accepted for publication in BMC Evolutionary Biolog
Strengthening interlinked marketing exchange systems to improve water and sanitation in informal settlements of Kigali, Rwanda
Acknowledgements: This article was drafted as part of a Post-Doctoral Grants (Postdoc) Scheme through the University of Rwanda, UR-Sweden Programme of Research, Higher Education and Institutional INTERNATIONAL JOURNAL OF URBAN SUSTAINABLE DEVELOPMENT 305 Advancement, which was funded by the Swedish International Development Agency (SIDA). The authors would like to thank SIDA and the University of Rwanda for the support provided. Funding: This work was supported by the UR-Sweden Programme of Research, Higher Education and Institutional Advancement, which is funded by the Swedish International Development Agency (SIDA).Peer reviewedPostprin
AN INVESTIGATION INTO THE ROLE OF DATA GOVERNANCE IN IMPROVING DATA QUALITY: A CASE STUDY OF THE OMANI BANKING SECTOR
In the era of big data analytics, data is widely recognised as a valuable asset that can enable organisations to achieve their strategic objectives. Despite that, banks are still struggling to maintain high-quality data. Prior studies show that a data governance programme can play a critical role in improving data quality. It can provide data quality professionals with a holistic approach to formally define policies, procedures and decision rights required for managing data quality in a more systematic manner. However, few empirical studies were conducted in this area. Therefore, the present paper aims to close this gap by investigating the data quality problem in the Omani banking industry to understand how various data governance mechanisms can address this issue. The study adopted a qualitative case study with semi-structured interviews and document reviews being used to collect data. A theoretical framework by Abraham et al. (2019) was adopted to guide the collection and analysis of the data. A thematic analysis (TA) by Braun and Clark was followed for data analysis. Findings of the study suggest that the data governance mechanisms, namely ‘performance measurement’, ‘compliance monitoring’ and ‘training’, have positively contributed to mitigating data quality issues in the Omani banking sector. Keywords: Data quality, data governance, information governance, the banking industr
ACVIM consensus statement guidelines for the diagnosis, classification, treatment, and monitoring of pulmonary hypertension in dogs.
Pulmonary hypertension (PH), defined by increased pressure within the pulmonary vasculature, is a hemodynamic and pathophysiologic state present in a wide variety of cardiovascular, respiratory, and systemic diseases. The purpose of this consensus statement is to provide a multidisciplinary approach to guidelines for the diagnosis, classification, treatment, and monitoring of PH in dogs. Comprehensive evaluation including consideration of signalment, clinical signs, echocardiographic parameters, and results of other diagnostic tests supports the diagnosis of PH and allows identification of associated underlying conditions. Dogs with PH can be classified into the following 6 groups: group 1, pulmonary arterial hypertension; group 2, left heart disease; group 3, respiratory disease/hypoxia; group 4, pulmonary emboli/pulmonary thrombi/pulmonary thromboemboli; group 5, parasitic disease (Dirofilaria and Angiostrongylus); and group 6, disorders that are multifactorial or with unclear mechanisms. The approach to treatment of PH focuses on strategies to decrease the risk of progression, complications, or both, recommendations to target underlying diseases or factors contributing to PH, and PH-specific treatments. Dogs with PH should be monitored for improvement, static condition, or progression, and any identified underlying disorder should be addressed and monitored simultaneously
PDGF-BB does not accelerate healing in diabetic mice with splinted skin wounds.
Topical application of platelet-derived growth factor-BB (PDGF-BB) is considered to accelerate tissue repair of impaired chronic wounds. However, the vast literature is plagued with conflicting reports of its efficacy in animal models and this is often influenced by a wide array of experimental variables making it difficult to compare the results across the studies. To mitigate the confounding variables that influence the efficacy of topically applied PDGF-BB, we used a controlled full thickness splinted excisional wound model in db/db mice (type 2 diabetic mouse model) for our investigations. A carefully-defined silicone-splinted wound model, with reduced wound contraction, controlled splint and bandage maintenance, allowing for healing primarily by reepithelialization was employed. Two splinted 8 mm dorsal full thickness wounds were made in db/db mice. Wounds were topically treated once daily with either 3 µg PDGF-BB in 30 µl of 5% PEG-PBS vehicle or an equal volume of vehicle for 10 days. Body weights, wound contraction, wound closure, reepithelialization, collagen content, and wound bed inflammation were evaluated clinically and histopathologically. The bioactivity of PDGF-BB was confirmed by in vitro proliferation assay. PDGF-BB, although bioactive in vitro, failed to accelerate wound healing in vivo in the db/db mice using the splinted wound model. Considering that the predominant mechanism of wound healing in humans is by re-epithelialization, the most appropriate model for evaluating therapeutics is one that uses splints to prevent excessive wound contraction. Here, we report that PDGF-BB does not promote wound closure by re-epithelialization in a murine splinted wound model. Our results highlight that the effects of cytoactive factors reported in vivo ought to be carefully interpreted with critical consideration of the wound model used
Item response theory analysis of the mechanics baseline test
Item response theory is useful in both the development and evaluation of assessments and in computing standardized measures of student performance. In item response theory, individual parameters (difficulty, discrimination) for each item or question are fit by item response models. These parameters provide a means for evaluating a test and offer a better measure of student skill than a raw test score, because each skill calculation considers not only the number of questions answered correctly, but the individual properties of all questions answered. Here, we present the results from an analysis of the Mechanics Baseline Test given at MIT during 2005-2010. Using the item parameters, we identify questions on the Mechanics Baseline Test that are not effective in discriminating between MIT students of different abilities. We show that a limited subset of the highest quality questions on the Mechanics Baseline Test returns accurate measures of student skill. We compare student skills as determined by item response theory to the more traditional measurement of the raw score and show that a comparable measure of learning gain can be computed
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Evidence for interplay between genes and parenting on infant temperament in the first year of life: monoamine oxidase A polymorphism moderates effects of maternal sensitivity on infant anger proneness
Background
The low expression polymorphism of the MAOA gene in interaction with adverse environments (G × E) is associated with antisocial behaviour disorders. These have their origins in early life, but it is not known whether MAOA G × E occurs in infants. We therefore examined whether MAOA G × E predicts infant anger proneness, a temperamental dimension associated with later antisocial behaviour disorders. In contrast to previous studies, we examined MAOA G × E prospectively using an observational measure of a key aspect of the infant environment, maternal sensitivity, at a specified developmental time point.
Methods
In a stratified epidemiological cohort recruited during pregnancy, we ascertained MAOA status (low vs. high expression alleles) from the saliva of 193 infants, and examined specific predictions to maternal report of infant temperament at 14 months from maternal sensitivity assessed at 29 weeks of age.
Results
Analyses, weighted to provide general population estimates, indicated a robust interaction between MAOA status and maternal sensitivity in the prediction of infant anger proneness (p = .003) which became stronger once possible confounders for maternal sensitivity were included in the model (p = .0001). The interaction terms were similar in males (p = .010) and females (p = .016), but the effects were different as a consequence of an additional sex of infant by maternal sensitivity interaction.
Conclusions
This prospective study provides the first evidence of moderation by the MAOA gene of effects of parenting on infant anger proneness, an important early risk for the development of disruptive and aggressive behaviour disorders
Does a Healthy Weight Body Mass Index at Onset of Idiopathic Intracranial Hypertension Change the Outcomes? A United Kingdom Prospective Cohort Study
Idiopathic intracranial hypertension (IIH) predominantly affects reproductive-aged females with obesity. However, the prevalence and impact of a healthy weight body mass index (BMI) at disease presentation is not known. This study aimed to evaluate the visual and headache outcomes stratified by the presenting BMI. This was a longitudinal prospective cohort study (IIH Life) based on a tertiary neuro-ophthalmology IIH service, University Hospitals Birmingham NHS Trust, United Kingdom, recruiting consecutive patients living with IIH between 2012 and 2021. Those with a presenting BMI were included. The outcome measures included visual outcomes of LogMAR visual acuity, Humphrey visual field perimetric mean deviation (PMD), optical coherence tomography (OCT) measurements, and headache outcomes of frequency, severity, and Headache Impact Test-6 score. Three hundred seventy-five people with IIH and a documented baseline BMI. About 3.7% of the entire cohort had a healthy weight BMI at IIH presentation and 15.5% BMI < 30 kg/m2. The baseline PMD was worse in patients without obesity; however, OCT papilloedema measures were similar. The presence of obesity was associated with a small but significant greater worsening in visual acuity but slower macular ganglion cell layer loss. There was no impact on PMD or papilloedema prognosis related to baseline obesity. The headache outcomes showed heterogeneity, with worse baseline headache frequency in patients with obesity. No BMI group was associated with worse headache outcomes. Patients with a healthy weight BMI or those without obesity at baseline make up a small proportion of IIH patients. BMI at presentation does not appear to influence long-term visual or headache outcomes
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