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Nevin Manimala Statistics

Language profiles of Welsh-English bilingual children with Down syndrome

J Commun Disord. 2021 Jun 1;93:106126. doi: 10.1016/j.jcomdis.2021.106126. Online ahead of print.

ABSTRACT

PURPOSE: Given that children with Down syndrome (DS) have language learning difficulties, concerns have been raised about the capacity of these children to acquire two (or more) languages. This research examines the language profiles of bilingual children with DS and typically developing (TD) children in comparison to monolinguals, with a view towards identifying the factors associated with language abilities within these populations.

METHOD: Four groups of children were recruited: Welsh-English bilinguals with DS (n=10), English monolinguals with DS (n=10), TD Welsh-English bilinguals (n=10) and TD English monolinguals (n=10). Children were individually matched on nonverbal cognitive ability (NVCA) to each child in the bilingual DS group and the four groups were matched on socioeconomic status and gender. Bilinguals were matched on current and lifetime exposure to Welsh and age of first exposure to their L2. Within DS and TD groups, chronological age was statistically controlled for. Language abilities were assessed via standardised assessments and specially designed tasks. Bilinguals were assessed in both of their languages.

RESULTS: Results show no effect of language status on measures of expressive and receptive language abilities or phonological awareness. Language impairments were evident for both DS groups, particularly for expressive morphosyntax. Welsh receptive vocabulary scores of the bilinguals with DS were comparable to the TD bilinguals. Working memory, phonological awareness and chronological age were the strongest predictors of receptive language outcomes in both DS groups, explaining 90% of the variability.

CONCLUSIONS: In conclusion, we report no adverse outcomes on language development for bilinguals with DS. To our knowledge, this is the first group study of bilingualism in children with DS within the UK. Findings align with and add to the growing body of literature that reports that bilingualism does not negatively impact the language development of children with developmental disabilities. Clinical and educational implications are discussed.

PMID:34126402 | DOI:10.1016/j.jcomdis.2021.106126

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Deep learning for tracing esophageal motility function over time

Comput Methods Programs Biomed. 2021 Jun 1;207:106212. doi: 10.1016/j.cmpb.2021.106212. Online ahead of print.

ABSTRACT

BACKGROUND AND OBJECTIVE: Esophageal high-resolution manometry (HRM) is widely performed to evaluate the representation of manometric features in patients for diagnosing normal esophageal motility and motility disorders. Clinicians commonly assess esophageal motility function using a scheme termed the Chicago classification, which is difficult, time-consuming and inefficient with large amounts of data.

METHODS: Deep learning is a promising approach for diagnosing disorders and has various attractive advantages. In this study, we effectively trace esophageal motility function with HRM by using a deep learning computational model, namely, EMD-DL, which leverages three-dimensional convolution (Conv3D) and bidirectional convolutional long-short-term-memory (BiConvLSTM) models. More specifically, to fully exploit wet swallowing information, we establish an efficient swallowing representation method by localizing manometric features and swallowing box regressions from HRM. Then, EMD-DL learns how to identify major motility disorders, minor motility disorders and normal motility. To the best of our knowledge, this is the first attempt to use Conv3D and BiConvLSTM to predict esophageal motility function over esophageal HRM.

RESULTS: Test experiments on HRM datasets demonstrated that the overall accuracy of the proposed EMD-DL model is 91.32% with 90.5% sensitivity and 95.87% specificity. By leveraging information across swallowing motor cycles, our model can rapidly recognize esophageal motility function better than a gastroenterologist and lays the foundation for accurately diagnosing esophageal motility disorders in real time.

CONCLUSIONS: This approach opens new avenues for detecting and identifying esophageal motility function, thereby facilitating more efficient computer-aided diagnosis in clinical practice.

PMID:34126411 | DOI:10.1016/j.cmpb.2021.106212

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An overview of research of essential oils by self-organizing maps: A novel approach for meta-analysis study

Compr Rev Food Sci Food Saf. 2021 Jun 14. doi: 10.1111/1541-4337.12773. Online ahead of print.

ABSTRACT

Essential oils (EOs) are commercially important products, sources of compounds with antioxidant and antimicrobial activities considered indispensable for several fields, such as the food industry, cosmetics, perfumes, pharmaceuticals, sanitary and agricultural industries. In this context, this systematic review and meta-analysis, a novel approach will be presented using chemometric tools to verify and recognize patterns of antioxidant, antibacterial, and antifungal activities of EOs according to their geographic, botanical, chemical, and microbiological distribution. Scientific papers were selected following the Preferred Reporting Items for Systematic Review and Meta-Analyses statement flow diagram, and the data were evaluated by the self-organizing map and hierarchical cluster analysis. Overall, this novel approach allowed us to draw an overview of antioxidants and antimicrobials activities of EOs reported in 2019, through 585 articles evaluated, obtaining a dataset with more than 10,000 data, distributed in more than 80 countries, 290 plant genera, 150 chemical compounds, 30 genera of bacteria, and 10 genera of fungi. The networks for geographic, botanical, chemical, and microbiological distribution indicated that Brazil, Asia, the botanical genus Thymus, species Thymus vulgaris L. “thyme,” the Lamiaceae family, limonene, and the oxygenated monoterpene class were the most representative in the dataset, while the species Escherichia coli and Candida albicans were the most used to assess the antimicrobial activity of EOs. This work can be seen as a guide for the processing of metadata using a novel approach with non-conventional statistical methods. However, this preliminary approach with EOs can be extended to other sources or areas of food science.

PMID:34125485 | DOI:10.1111/1541-4337.12773

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Left Lateralization of Neonatal Caudate Microstructure Affects Emerging Language Development at 24 months

Eur J Neurosci. 2021 Jun 14. doi: 10.1111/ejn.15347. Online ahead of print.

ABSTRACT

The complex interaction between brain and behavior in language disorder is well established. Yet to date, the imaging literature in the language disorder field has continued to pursue heterogeneous and relatively small clinical cross-sectional samples, with emphasis on cortical structures and volumetric analyses of subcortical brain structures. In our current work, we aimed to go beyond this state of knowledge to focus on the microstructural features of subcortical brain structures (specifically the caudate nucleus) in a large cohort of neonates, and study its association with emerging language skills at 24 months. Variations in neonatal brain microstructure could be interpreted as a proxy for in-utero brain development. As language development is highly dependent on cognitive function and home literacy environment, we also examined their effect on the caudate-language function relationship utilizing a conditional process model. Our findings suggest that emerging language development at 24 months is influenced by the degree of left lateralization of neonatal caudate microstructure, indexed by DTI-derived fractional anisotropy (FA). FA is an indirect measure of neuronal and dendritic density within grey matter structures. We also found that the caudate-language function relationship is partially mediated by cognitive function. The conditional indirect effect of left caudate FA on language composite score through cognitive function was only statistically significant at low levels of home literacy score (-1 SD). The authors proposed that this may be related to “compensatory” development of cognitive skills in less favorable home literacy environments.

PMID:34125467 | DOI:10.1111/ejn.15347

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Multi-institutional analysis of treatment modalities in basal ganglia and thalamic germinoma

Pediatr Blood Cancer. 2021 Jun 14:e29172. doi: 10.1002/pbc.29172. Online ahead of print.

ABSTRACT

BACKGROUND: Central nervous system (CNS) germinomas are treatment-sensitive tumors with excellent survival outcomes. Current treatment strategies combine chemotherapy with radiotherapy (RT) in order to reduce the field and dose of RT. Germinomas originating in the basal ganglia/thalamus (BGTGs) have proven challenging to treat given their rarity and poorly defined imaging characteristics. Craniospinal (CSI), whole brain (WBI), whole ventricle (WVI), and focal RT have all been utilized; however, the best treatment strategy remains unclear.

METHODS: Retrospective multi-institutional analysis has been conducted across 18 institutions in four countries.

RESULTS: For 43 cases of nonmetastatic BGTGs, the 5- and 10-year event-free survivals (EFS) were 85.8% and 81.0%, respectively, while the 5- and 10-year overall survivals (OS) were 100% and 95.5%, respectively (one patient fatality from unrelated cause). Median RT doses were as follows: CSI: 2250 cGy/cGy(RBE) (1980-2400); WBI: 2340 cGy/cGy(RBE) (1800-3000); WVI: 2340 cGy/cGy(RBE) (1800-2550); focal: 3600 cGy (3060-5400). Thirty-eight patients (90.5%) received chemotherapy. There was no statistically significant difference in the EFS based on initial field extent (p = .84). Nevertheless, no relapses were reported in patients who received CSI or WBI. Chemotherapy alone had significantly inferior EFS compared to combined therapy (p = .0092), but patients were salvageable with RT.

CONCLUSION: Patients with BGTGs have excellent outcomes and RT proved to be an integral component of the treatment plan. This group of patients should be included in future prospective clinical trials and the best RT field should be investigated further.

PMID:34125480 | DOI:10.1002/pbc.29172

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Design-based properties of the nearest neighbour spatial interpolator and its bootstrap mean squared error estimator

Biometrics. 2021 Jun 14. doi: 10.1111/biom.13505. Online ahead of print.

ABSTRACT

Nearest neighbour spatial interpolation for mapping continuous populations and finite populations of areas or units is approached from a design-based perspective, ie, populations are fixed, and uncertainty stems from the sampling scheme adopted to select locations. We derive conditions for design-based pointwise and uniform consistency of the nearest neighbour interpolators. We prove that consistency holds under certain schemes that are widely applied in environmental and forest surveys. Furthermore, we propose a pseudo-population bootstrap estimator of the root mean squared errors of the interpolated values. Finally, a simulation study is performed to assess the theoretical results. This article is protected by copyright. All rights reserved.

PMID:34125432 | DOI:10.1111/biom.13505

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An overview of the mental and physical health status and post-migration psychosocial stressors of refugee toddlers and preschoolers

J Child Adolesc Psychiatr Nurs. 2021 Jun 14. doi: 10.1111/jcap.12340. Online ahead of print.

ABSTRACT

PURPOSE: Although thousands of refugee children are being born in resettlement areas, few studies have described the mental and physical status in early childhood. We aimed to study the mental, physical status, and post-migration psychosocial stressors of refugee toddlers and preschoolers.

DESIGN AND METHODS: The Diagnostic Classification of Mental Health and Developmental Disorders of Infancy and Early Childhood was used to assess psychiatric disorders, parent-child relational context, physical health conditions, psychosocial and environmental stressors, and developmental competencies of children who were evaluated at the clinic site. This study was a retrospective examination of these health records. Seventy participants were divided into two groups: children born during resettlement in Turkey and children born in Syria. The Syria group consisted of 33 participants aged 66.73 ± 13.05 months. The Turkey group consisted of 37 participants aged 38.78 ± 16.82 months.

FINDINGS: In both groups, children suffered from a wide range of mental and physical disorders and a variety of psychosocial stressors. Monthly income and resettlement time in the Turkey group were more statistically significant (χ2 = 10.611, p = 0.014; χ2 = 5.976, p = 0.050). Also in the Turkey group, parents and siblings had significantly more mental health problems (χ2 = 4.39, p = 0.04; χ2 = 5.38, p = 0.02).

PRACTICE IMPLICATIONS: Child and adolescent mental health workers need to be aware of the specific needs of this particular age group of refugees. Social, economic, and policy efforts are needed to improve the living conditions of refugee children.

PMID:34125458 | DOI:10.1111/jcap.12340

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Elective abdominal wall hernia repair surgical mortality-A systematic review of the literature and peer review of mortality in Australia

ANZ J Surg. 2021 Jun 14. doi: 10.1111/ans.16977. Online ahead of print.

ABSTRACT

BACKGROUND: This study systematically reviewed the literature regarding perioperative mortality in human adults undergoing elective surgical abdominal wall hernia repair, including an audit of the Royal Australasian College of Surgeons (RACS) Australian and New Zealand Audit of Surgical Mortality (ANZASM) database.

METHODS: A systematic review was conducted in accordance with PRISMA guidelines for the reporting of systematic reviews and meta-analysis of observational studies. Cochrane Library, PubMed, MEDLINE and Embase database searches and data extraction were conducted from June 1979 to October 2019. Statistical analysis was undertaken utilising denominator values for elective hernia procedures derived from the Australian Institute of Health and Welfare (AIHW) data. Risk-adjusted perioperative mortality rates for the relevant procedures were also produced, using a binary logistic regression for the risk adjustment.

RESULTS: Through systematic review of the literature, it was established that the overall reported perioperative mortality in human adults undergoing elective surgical abdominal wall hernia repair was low (0.1%-0.5%). Using ANZASM and AIHW data, the calculated risk-adjusted mortality rate for Australian patients was found to be significantly lower (0.04%-0.06%, p < 0.001).

CONCLUSION: The risk-adjusted mortality rate for elective abdominal wall hernia surgery in Australia is very low and compares favourably to international cohorts. Despite low absolute numbers, the factors which were most significantly associated with increased perioperative mortality in patients undergoing elective surgical abdominal wall hernia repair were increased age, cardiorespiratory co-morbidity and incisional hernia repair.

PMID:34125461 | DOI:10.1111/ans.16977

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A theoretically informed, mixed-methods study of pharmacists’ aspirations and readiness to implement pharmacist prescribing

Int J Clin Pharm. 2021 Jun 14. doi: 10.1007/s11096-021-01296-1. Online ahead of print.

ABSTRACT

Background Studies have highlighted advancing clinical pharmacy practice in Qatar. Objective To explore pharmacists’ aspirations and readiness to implement pharmacist prescribing. Setting Hamad Medical Corporation (HMC), the main provider of secondary and tertiary care. Method A sequential explanatory mixed-methods design. Questionnaire items were derived from the Consolidated Framework of Implementation Research (CFIR), in domains of: awareness/support; readiness; implementation; and facilitators and barriers. Following piloting, all pharmacists (n = 554) were invited to participate. Questionnaire data were analysed using descriptive and inferential statistics with principal component analysis of attitudinal items. Focus groups were recorded, transcribed and analysed using the Framework Approach. Main outcome measure Aspirations and readiness to implement pharmacist prescribing. Results The response rate was 62.8% (n = 348), with respondents highly supportive of implementation in Qatar (median 4, scale 0-5, extremely supportive). The majority (64.9%, n = 226) considered themselves ready, particularly those more senior (p < 0.05) and classifying themselves innovative (p < 0.01). Outpatient (72.9%, n = 221 agreeing) and inpatient (71.1%, n = 218 agreeing) HMC settings were those perceived as being most ready. PCA identified 2 components, with ‘personal attributes’ being more positive than ‘prescribing support’. Facilitators were access to records, organizational/management support and the practice environment, with physician resistance and scope of practice as barriers. Focus groups provided explanation, with themes in CFIR domains of innovation characteristics, characteristics of individuals and the inner setting. Conclusion HMC pharmacists largely aspire, and consider themselves ready, to be prescribers with inpatient and outpatient settings most ready. CFIR domains and constructs identified as facilitators and barriers should be focus for implementation.

PMID:34125372 | DOI:10.1007/s11096-021-01296-1

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Liposomal Form of L-Dopa and SH-Sy5y Cell-Derived Exosomes Modulate the Tyrosine Hydroxylase/Dopamine Receptor D2 Signaling Pathway in Parkinson’s Rat Models

J Mol Neurosci. 2021 Jun 14. doi: 10.1007/s12031-021-01853-3. Online ahead of print.

ABSTRACT

Parkinson’s disease is a progressive neurodegenerative disorder in which dopaminergic neurons located in the substantia nigra are gradually lost. Currently, combined treatment strategies are receiving increasing attention as potential therapeutic approaches for Parkinson’s disease. This study aimed to evaluate the potential effects of exosomes released from SH-Sy5y cells and the liposomal form of L-dopa on Parkinson’s rat models. Twenty-five male Wistar albino rats, in five groups, were included in this study. Parkinson’s disease was induced through microinjection of 6-OHDA (2.5 mg/mL) into the right substantia nigra. The exosomes released from the SH-Sy5y cell line were isolated and administered (0.2 µg/5 µL) alone or in combination with the liposomal form of L-Dopa (80 mg/kg) to the defined model groups. Behavioral tests and molecular assays were conducted to evaluate the expression levels of tyrosine hydroxylase (TH) and dopamine receptor D2 (DRD2). The rats in the groups receiving the combined liposomal form of L-Dopa and exosome treatment and the liposomal form of L-Dopa alone showed a significant improvement in their movement ability (p < 0.05). At molecular levels, these two groups also exhibited significant increases in Th (0.005 ± 0.001) and Drd2 (0.002 ± 0.0001) expression compared to controls (p < 0.05). The observed alterations of Th and Drd2 expression were not statistically significant in exosome- and L-Dopa-treated groups. The current study shows that exosome-derived neuronal cells and liposomal form of L-Dopa can protect different cells against pathological complications such as Parkinson’s disease.

PMID:34125397 | DOI:10.1007/s12031-021-01853-3