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Nevin Manimala Statistics

Continuous positive airway pressure adherence in people with obstructive sleep apnoea

J Clin Nurs. 2021 Dec 28. doi: 10.1111/jocn.16174. Online ahead of print.

ABSTRACT

OBJECTIVES: This cross-sectional study aimed to identify whether five factors of the health belief model were related to continuous positive airway pressure adherence in Thai people with obstructive sleep apnoea.

BACKGROUND: Obstructive sleep apnoea is a disorder impacting health, social wellbeing and the economy. Continuous positive airway pressure is a gold standard of treatment; however, poor adherence to treatment is an important issue that is related to a multiplicity of psychological and behavioural factors.

METHODS: The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist for cross-sectional studies was used to report the study. Purposive sampling was used to recruit 94 patients newly diagnosed with sleep apnoea and using CPAP devices from a sleep clinic. Participants completed a demographic record, the Thai versions of the Functional Outcomes of Sleep Questionnaire, the Perceived Barriers Questionnaire and the Self-Efficacy Measure for Sleep Apnea. CPAP adherence was measured by using information downloaded from the smart card of the devices. Data were analysed using descriptive statistics and logistic regression.

RESULTS: Only 54.3% of participants adhered to CPAP treatment using standard protocols. Perceived seriousness of their condition was significantly associated with CPAP adherence, whereas perceived susceptibility, benefits, barriers and self-efficacy were not.

CONCLUSIONS: We found a low rate of CPAP adherence among participants. The only factor related to CPAP adherence was perceived seriousness.

RELEVANCE FOR THE CLINICAL PRACTICE: With a low rate of CPAP adherence, healthcare professionals, especially nurses, should encourage patients to use CPAP regularly by providing them with support and education regarding the severity of the disease if untreated and the benefits of CPAP treatment on the disease. Healthcare professionals should be aware of psychological factors impacting patients’ perception of sleep apnoea and CPAP treatment. Interventions dealing with these factors should be developed and implemented in practice.

PMID:34962327 | DOI:10.1111/jocn.16174

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Teaching about death and dying-A national mixed-methods survey of palliative care education provision in Swedish undergraduate nursing programmes

Scand J Caring Sci. 2021 Dec 28. doi: 10.1111/scs.13061. Online ahead of print.

ABSTRACT

BACKGROUND: In coming decades, the number of people affected by illnesses who need palliative care will rise worldwide. Registered Nurses are in a central position in providing this care, and education is one of the necessary components for meeting coming requirements. However, there is a lack of knowledge about palliative care in undergraduate nursing education curricula, including the extent of the education provided and the related pedagogical methods.

AIM: The aim was to investigate the extent, content and pedagogical methods used and to explore lecturers’ experiences of being responsible for teaching and learning about palliative care for undergraduate nursing students on nursing programmes at Swedish universities.

SETTING: All 24 universities responsible for providing undergraduate nursing education in Sweden participated.

PARTICIPANTS: One lecturer with in-depth knowledge about palliative care or end-of-life care education participated in the quantitative (n = 24) and qualitative (n = 22) parts of the study.

METHOD: A mixed-method research study with an explorative design was used. Descriptive statistics were used to analyse quantitative data, and content analysis for qualitative, with both also analysed integratively.

RESULTS: Few undergraduate nursing programmes included a specific course about palliative care in their curricula, however, all universities incorporated education about palliative care in some way. Most of the palliative care education was theoretical, and lecturers used a variety of pedagogical strategies and their own professional and personal experience to support students to understand the palliative care approach. Topics such as life and death were difficult to both learn and teach about.

CONCLUSIONS: There is a need for substantial education about palliative care. Lecturers strive on their own to develop students’ understanding and increase the extent of palliative care education with innovative teaching strategies, but must compete with other topics. Palliative care teaching must be prioritised, not only by the universities, but also by the national authority.

PMID:34962307 | DOI:10.1111/scs.13061

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Vertebral morphology in extant porpoises: radiation and functional implications

J Morphol. 2021 Dec 28. doi: 10.1002/jmor.21441. Online ahead of print.

ABSTRACT

Vertebral morphology has profound biomechanical implications and plays an important role in adaptation to different habitats and foraging strategies for cetaceans. Extant porpoise species (Phocoenidae) display analogous evolutionary patterns in both hemispheres associated with convergent evolution to coastal versus oceanic environments. We employed 3D geometric morphometrics to study vertebral morphology in five porpoise species with contrasting habitats: the coastal Indo-Pacific finless porpoise (Neophocaena phocaenoides); the mostly coastal harbor porpoise (Phocoena phocoena) and Burmeister’s porpoise (Phocoena spinipinnis); and the oceanic spectacled porpoise (Phocoena dioptrica) and Dall’s porpoise (Phocoenoides dalli). We evaluated the radiation of vertebral morphology, both in size and shape, using multivariate statistics. We supplemented data with samples of an early-radiating delphinoid species, the narwhal (Monodon monoceros); and an early-radiating delphinid species, the white-beaked dolphin (Lagenorhynchus albirostris). Principal component analyses were used to map shape variation onto phylogenies, and phylogenetic constraints were investigated through permutation tests. We established links between vertebral morphology and movement patterns through biomechanical inferences from morphological presentations. We evidenced divergence in size between species with contrasting habitats, with coastal species tending to decrease in size from their estimated ancestral state, and oceanic species tending to increase in size. Regarding vertebral shape, coastal species had longer centra and shorter neural processes, but longer transverse processes, whilst oceanic species tended to have disk-shaped vertebrae with longer neural processes. Within Phocoenidae, the absence of phylogenetic constraints in vertebral morphology suggests a high level of evolutionary lability. Overall, our results are in accordance with the hypothesis of speciation within the family from a coastal ancestor, through adaptation to particular habitats. Variation in vertebral morphology in this group of small odontocetes highlights the importance of environmental complexity and particular selective pressures for the speciation process through the development of adaptations that minimize energetic costs during locomotion and prey capture. This article is protected by copyright. All rights reserved.

PMID:34962309 | DOI:10.1002/jmor.21441

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Integrated causal-predictive machine learning models for tropical cyclone epidemiology

Biostatistics. 2021 Dec 28:kxab047. doi: 10.1093/biostatistics/kxab047. Online ahead of print.

ABSTRACT

Strategic preparedness reduces the adverse health impacts of hurricanes and tropical storms, referred to collectively as tropical cyclones (TCs), but its protective impact could be enhanced by a more comprehensive and rigorous characterization of TC epidemiology. To generate the insights and tools necessary for high-precision TC preparedness, we introduce a machine learning approach that standardizes estimation of historic TC health impacts, discovers common patterns and sources of heterogeneity in those health impacts, and enables identification of communities at highest health risk for future TCs. The model integrates (i) a causal inference component to quantify the immediate health impacts of recent historic TCs at high spatial resolution and (ii) a predictive component that captures how TC meteorological features and socioeconomic/demographic characteristics of impacted communities are associated with health impacts. We apply it to a rich data platform containing detailed historic TC exposure information and records of all-cause mortality and cardiovascular- and respiratory-related hospitalization among Medicare recipients. We report a high degree of heterogeneity in the acute health impacts of historic TCs, both within and across TCs, and, on average, substantial TC-attributable increases in respiratory hospitalizations. TC-sustained windspeeds are found to be the primary driver of mortality and respiratory risks.

PMID:34962265 | DOI:10.1093/biostatistics/kxab047

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Detection of minor variants in Mycobacterium tuberculosis whole genome sequencing data

Brief Bioinform. 2021 Dec 27:bbab541. doi: 10.1093/bib/bbab541. Online ahead of print.

ABSTRACT

The study of genetic minority variants is fundamental to the understanding of complex processes such as evolution, fitness, transmission, virulence, heteroresistance and drug tolerance in Mycobacterium tuberculosis (Mtb). We evaluated the performance of the variant calling tool LoFreq to detect de novo as well as drug resistance conferring minor variants in both in silico and clinical Mtb next generation sequencing (NGS) data. The in silico simulations demonstrated that LoFreq is a conservative variant caller with very high precision (≥96.7%) over the entire range of depth of coverage tested (30x to1000x), independent of the type and frequency of the minor variant. Sensitivity increased with increasing depth of coverage and increasing frequency of the variant, and was higher for calling insertion and deletion (indel) variants than for single nucleotide polymorphisms (SNP). The variant frequency limit of detection was 0.5% and 3% for indel and SNP minor variants, respectively. For serial isolates from a patient with DR-TB; LoFreq successfully identified all minor Mtb variants in the Rv0678 gene (allele frequency as low as 3.22% according to targeted deep sequencing) in whole genome sequencing data (median coverage of 62X). In conclusion, LoFreq can successfully detect minor variant populations in Mtb NGS data, thus limiting the need for filtering of possible false positive variants due to sequencing error. The observed performance statistics can be used to determine the limit of detection in existing whole genome sequencing Mtb data and guide the required depth of future studies that aim to investigate the presence of minor variants.

PMID:34962257 | DOI:10.1093/bib/bbab541

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Detection of transcription factors binding to methylated DNA by deep recurrent neural network

Brief Bioinform. 2021 Dec 27:bbab533. doi: 10.1093/bib/bbab533. Online ahead of print.

ABSTRACT

Transcription factors (TFs) are proteins specifically involved in gene expression regulation. It is generally accepted in epigenetics that methylated nucleotides could prevent the TFs from binding to DNA fragments. However, recent studies have confirmed that some TFs have capability to interact with methylated DNA fragments to further regulate gene expression. Although biochemical experiments could recognize TFs binding to methylated DNA sequences, these wet experimental methods are time-consuming and expensive. Machine learning methods provide a good choice for quickly identifying these TFs without experimental materials. Thus, this study aims to design a robust predictor to detect methylated DNA-bound TFs. We firstly proposed using tripeptide word vector feature to formulate protein samples. Subsequently, based on recurrent neural network with long short-term memory, a two-step computational model was designed. The first step predictor was utilized to discriminate transcription factors from non-transcription factors. Once proteins were predicted as TFs, the second step predictor was employed to judge whether the TFs can bind to methylated DNA. Through the independent dataset test, the accuracies of the first step and the second step are 86.63% and 73.59%, respectively. In addition, the statistical analysis of the distribution of tripeptides in training samples showed that the position and number of some tripeptides in the sequence could affect the binding of TFs to methylated DNA. Finally, on the basis of our model, a free web server was established based on the proposed model, which can be available at https://bioinfor.nefu.edu.cn/TFPM/.

PMID:34962264 | DOI:10.1093/bib/bbab533

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The time-continuous association between turnout and axial joint moments in the competitive Irish dance ‘fly’ landing

Sports Biomech. 2021 Dec 28:1-10. doi: 10.1080/14763141.2021.2016927. Online ahead of print.

ABSTRACT

Turnout is a key technical and aesthetic element in competitive Irish dance involving external rotation of the lower limb and must be sustained during landings. ‘Forced’ turnout, aided by floor friction rather than active hip rotation, is likely to result in large internal rotation moments at the knee and ankle, which may increase the risk of injury. The aim of the current study was to establish the relationship between the hip and ankle external rotation vector field and maximum internal rotation moments of the ankle and knee. Thirteen (12 female) competitive Irish dancers performed 10 flys (common Irish dance leap) onto a force plate while being recorded by a ten-camera motion capture system. Time-continuous data were analysed over the duration of landing using statistical parametric mapping (SPM). A positive correlation (p < 0.05) was found between the hip-ankle turnout vector field and maximum ankle internal rotation moments throughout most of the landing. Post-hoc analyses showed that hip external rotation contributed the most to the maximum ankle internal rotation moment (p < 0.05). Increasing hip turnout during landing could reduce internal rotation moments, assuming hip turnout brings the thigh and foot axial orientation more in line with each other.

PMID:34962189 | DOI:10.1080/14763141.2021.2016927

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COVID-19 transmission risk factors

Pathog Glob Health. 2021 Dec 28:1-32. doi: 10.1080/20477724.2021.1993676. Online ahead of print.

ABSTRACT

We analyze risk factors correlated with the initial transmission growth rate of the recent COVID-19 pandemic in different countries. The number of cases follows in its early stages an almost exponential expansion; we chose as a starting point in each country the first day di with 30 cases and we fitted for 12 days, capturing thus the early exponential growth. We looked then for linear correlations of the exponents α with other variables, for a sample of 126 countries. We find a positive correlation, i.e. faster spread of COVID-19, with high confidence level with the following variables, with respective p-value: low Temperature (4107), high ratio of old vs. working-age people (3106), life expectancy (8106), number of international tourists (1105), earlier epidemic starting date di (2105), high level of physical contact in greeting habits (6105), lung cancer prevalence (6105), obesity in males (1104), share of population in urban areas (2104), cancer prevalence (3104), alcohol consumption (0.0019), daily smoking prevalence (0.0036), and UV index (0.004, 73 countries). We also find a correlation with low Vitamin D serum levels (0.0020.006), but on a smaller sample, 50 countries, to be confirmed on a larger sample. There is highly significant correlation also with blood types: positive correlation with types RH- (3105) and A+ (3103), negative correlation with B+ (2104). We also find positive correlation with moderate confidence level (p-value of 0.020.03) with: CO2/SO emissions, type-1 diabetes in children, low vaccination coverage for Tuberculosis (BCG). Several of the above variables are correlated with each other, and so they are likely to have common interpretations. We thus performed a Principal Component Analysis, to find the significant independent linear combinations of such variables. The variables with loadings of at least 0.3 on the significant PCA are: greeting habits, urbanization, epidemic starting date, number of international tourists, temperature, lung cancer, smoking, and obesity in males. We also analyzed the possible existence of a bias: countries with low GDP-per capita might have less intense testing, and we discuss correlation with the above variables.

PMID:34962231 | DOI:10.1080/20477724.2021.1993676

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Period Product Insecurity, School Absenteeism, and use of School Resources to Obtain Period Products among High School Students in St. Louis, Missouri

J Sch Nurs. 2021 Dec 28:10598405211069601. doi: 10.1177/10598405211069601. Online ahead of print.

ABSTRACT

Menstrual hygiene management (MHM) among female students is a neglected public health issue in the U.S. This study documented period product insecurity, school absenteeism, and use of school resources to obtain period products among high-school students in St. Louis, MO. Female students completed an anonymous, self-administered survey in English (n = 119). Descriptive statistics were used to determine the prevalence of period product need, resources used to obtain period products, and period-related absenteeism. The mean age of participants was 15.78 ± 1.28. Nearly two-thirds (64.4% (95% CI 55.1%-73.0%)) reported period product insecurity. Two-thirds (66.9% (95% CI 57.7%-75.3%)) reported using at least one of the school’s resources to obtain period products. One-third of the participants (33.6% (95% CI 25.0%-43.1%)) reported missing school due to a lack of period products. School nurses need to be cognizant of how MHM affects their students’ attendance at school and what measures they can take to help reduce menstruation-related absenteeism.

PMID:34962178 | DOI:10.1177/10598405211069601

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Transient central retina artery occlusion in patients undergone intravitreal anti-vascular endothelial growth factor injections

Eur J Ophthalmol. 2021 Dec 28:11206721211066196. doi: 10.1177/11206721211066196. Online ahead of print.

ABSTRACT

PURPOSE: To evaluate the occurrence of transient central retinal artery occlusion following intravitreal anti-vascular endothelial growth factor injection.

METHODS: Prospective, observational study of 807 patients (807 eyes) who were given intravitreal injections of ranibizumab or aflibercept to treat any cause of retinal vascular diseases between 1 January 2017 and 30 November 2018 at the Federal Fluminense University Hospital in Niteroi, and a private facility in Rio de Janeiro, Brazil. Patients who did not present transient central retinal artery occlusion were excluded.

RESULTS: Among 4069 injections, only 18 patients (0.44%) presented transient central retinal artery occlusion, 14 mild cases (77.7%), and 4 severe cases (22.3%). The clinical factors associated with more severe cases of transient central retinal artery occlusion were the duration of the transient central retinal artery occlusion (p = 0.001), number of prior injections (p = 0.01), and a positive carotid Doppler test (p = 0.01). Twelve cases (66.6%) had positive carotid artery obstruction (atheroma plaque size ≥70%) while 6 cases (33.3%) had negative carotid artery obstruction (atheroma plaque size <70%). The age group >60 years old (p = 0.06), cup/disc ratio >0.6 (p = 0.06), and pseudophakic lens status were also factors with association with transient central retinal artery occlusion, although did not meet criteria for statistical significance. The only patient who experienced a recurrent episode of transient central retinal artery occlusion had diabetic macular edema, positive carotid Doppler test, and cup/optic disc ratio >0.6.

CONCLUSION: Transient central retinal artery occlusion is a rare adverse event that can appear in patients with retinal vascular disease receiving anti-vascular endothelial growth factor therapy. The atheroma plaque size and the number of prior injections can be associated with the severity of the event.

PMID:34962172 | DOI:10.1177/11206721211066196