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Nevin Manimala Statistics

Association between waking-state oral behaviors, according to the Oral Behaviors Checklist, and TMD subgroups

J Oral Rehabil. 2021 Jun 30. doi: 10.1111/joor.13221. Online ahead of print.

ABSTRACT

OBJECTIVES: To assess the association between waking-state oral behaviors and temporomandibular disorder (TMD) subgroups, and to develop new scoring methods for the Oral Behavior Checklist (OBC).

METHODS: Patients with any TMD diagnosis, according to the diagnostic criteria for TMD (DC/TMD), were divided into subgroups: “Dysfunctional-TMD” (n=70), only mechanical dysfunction; “Painful-TMD” (n=204), only myalgia, arthralgia, or both; and “Painful-Dysfunctional TMD” (n=95), combined pain and dysfunction. A group of individuals without TMD, “Non-TMD” (n=374), was used for testing associations. Participants completed the OBC. An exploratory factor analysis, followed by a confirmatory factor analysis of the OBC responses, identified 2 major factors, named Non-Functional Activities (NFA) and Functional Activities (FA). Component total scores were computed. Differences among subgroups for OBC-MS (Mean Score) and NFA and FA factor scores were estimated using one-way ANOVA and Tukey post-hoc tests. Significance was set at P<0.05.

RESULTS: The OBC-MS in Non-TMD, Painful-TMD, and Painful-Dysfunctional TMD subgroups was higher than in the Dysfunctional-TMD subgroup (p≤0.001). NFA in Painful-TMD and Painful-Dysfunctional TMD subgroups were higher than in the Non-TMD group (p<0.05); NFA in the Dysfunctional-TMD subgroup were lower than in the Painful-TMD subgroup (p=0.034). In contrast, FA in Painful-TMD, Dysfunctional-TMD, and Painful-Dysfunctional TMD subgroups were lower than in the Non-TMD group (p<0.0001).

CONCLUSIONS: A new scoring method for the OBC results in item reduction and creation of meaningful subscales for functional and non-functional behaviors, which are differentially associated with painful and dysfunctional TMDs. This may help clinicians to better tailor treatment for the management of subtypes of TMD patients.

PMID:34192368 | DOI:10.1111/joor.13221

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Nevin Manimala Statistics

The association between breastfeeding and non-alcoholic fatty liver disease in parous women: A nationwide cohort study

Hepatology. 2021 Jun 30. doi: 10.1002/hep.32034. Online ahead of print.

ABSTRACT

BACKGROUND & AIMS: Breastfeeding has multiple effects on maternal health outcomes. However, the effect of breastfeeding on non-alcoholic fatty liver disease (NAFLD) in parous women remains unclear.

METHOD: A total of 6,893 Korean parous women aged 30 to 50 years who participated in the Korean National Health and Nutrition Examination Survey were assessed for the association between breastfeeding and NAFLD. The duration of lactation was calculated by dividing the total lactation period by the number of breastfed children. NAFLD was defined by the hepatic steatosis index (HSI).

RESULTS: Of 6,893 women, 1,049 (15.2%) had NAFLD. The prevalence of NAFLD was 18.3%, 14.3%, 12.3%, 14.4%, and 15.8% in women with a breastfeeding period of < 1 month, ≥ 1 to < 3 months, ≥ 3 to < 6 months, ≥ 6 to < 12 months, and ≥ 12 months, respectively. In a fully-adjusted model, breastfeeding (≥ 1 month) was associated with reduced NAFLD prevalence [odds ratio (OR): 0.67, 95% confidence intervals (CIs): 0.51-0.89] after adjusting for metabolic, socioeconomic, and maternal risk factors. Fully-adjusted ORs (95% CIs) decreased with an increase of breastfeeding duration: 0.74 (0.49-1.11), 0.70 (0.47-1.05), 0.67 (0.48-0.94), and 0.64 (0.46-0.89) for women with ≥ 1 to < 3 months, ≥ 3 to < 6 months, ≥ 6 to < 12 months, and ≥ 12 months of breastfeeding duration, respectively, compared to women with < 1 month of breastfeeding duration. Such association was also observed in all pre-defined subgroups without interaction.

CONCLUSION: Breastfeeding showed a protective effect against NAFLD in later life of parous women, suggesting a maternal benefit of breastfeeding on NAFLD.

PMID:34192367 | DOI:10.1002/hep.32034

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Nevin Manimala Statistics

The Effect of Different Polishing Systems on the Surface Roughness of Nanocomposites: Contact Profilometry and SEM Analyses

Oper Dent. 2021 Jun 30. doi: 10.2341/20-157-L. Online ahead of print.

ABSTRACT

The aim of this study was to evaluate the effects of different polishing systems on the surface roughness of different nanocomposite resins using various analysis methods. Three types of nanocomposite resins were investigated in this study: supra-nanohybrid (Estelite Asteria), nanohybrid (GrandioSo), and nanoceramic composite resins (Ceram-X Spheretec One). Forty-eight disc-shaped specimens (4 mm in diameter, 2 mm in thickness) were fabricated using a Teflon mold and divided into four groups according to the different polishing systems (n=12). All specimens were processed with one of the following methods: Mylar strip (control), one-step polishers (Opti1step), two-step polishers (Clearfil TwistDia), or multistep polishers (Sof-Lex XT Pop-on). The surface roughness (Ra, μm) was measured by contact profilometry (Mahr, Marsurf PS1) (n=10) and scanning electron microscopy (SEM) (Thermo Fisher Scientific, Phenom XL) at 400× magnification (n=2). The data were statistically analyzed using Kruskal-Wallis and Bonferroni correction tests (p<0.05). In addition, the surface morphology and elemental content were examined by SEM and energy dispersive x-ray spectroscopy (EDS) analyses. Under SEM evaluation, in terms of the polishing systems, there were no significant differences in the surface roughness for supra-nanohybrid composite resin (p>0.05). The multistep polishers created lower surface roughness than the one-step polishers for nanohybrid and nanoceramic composites. In terms of the composite resins, supra-nanohybrid composite exhibited lower surface roughness than nanohybrid composite for all polishing systems (p<0.05). The SEM observations confirmed the surface roughness measurements related to the surface morphology. One-step and two-step polishers created porosity on the surface of nanohybrid and nanoceramic composites. EDS analysis indicated the elemental composition of the particles in the porous zones was quite close to diamond abrasives and glass fillers.

PMID:34192336 | DOI:10.2341/20-157-L

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Nevin Manimala Statistics

Glycowork: A Python package for glycan data science and machine learning

Glycobiology. 2021 Jun 29:cwab067. doi: 10.1093/glycob/cwab067. Online ahead of print.

ABSTRACT

While glycans are crucial for biological processes, existing analysis modalities make it difficult for researchers with limited computational background to include these diverse carbohydrates into workflows. Here, we present glycowork, an open-source Python package designed for glycan-related data science and machine learning by end users. Glycowork includes functions to, for instance, automatically annotate glycan motifs and analyze their distributions via heatmaps and statistical enrichment. We also provide visualization methods, routines to interact with stored databases, trained machine learning models, and learned glycan representations. We envision that glycowork can extract further insights from glycan datasets and demonstrate this with workflows that analyze glycan motifs in various biological contexts. Glycowork can be freely accessed at https://github.com/BojarLab/glycowork/.

PMID:34192308 | DOI:10.1093/glycob/cwab067

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Nevin Manimala Statistics

NHS staff mental health status in the active phase of the COVID-19 era: a staff survey in a large London hospital

Gen Psychiatr. 2021 Mar 19;34(2):e100368. doi: 10.1136/gpsych-2020-100368. eCollection 2021.

ABSTRACT

BACKGROUND: Experiencing a pandemic can be very unsettling and may have a negative impact on the mental health of frontline healthcare workers (HCWs). This may have serious consequences for the overall well-being of HCWs, which in turn may adversely affect patient safety and the productivity of the institution.

AIMS: We designed a study to assess the prevalence of generalised anxiety disorder (GAD), depression and work-related stress experienced by the National Health Service staff in a large tertiary London hospital treating patients with COVID-19 during the current active phase of the COVID-19 era.

METHODS: An anonymous survey was designed with demographic data and three questionnaires. The Generalised Anxiety Disorder-7 (GAD-7) and Patient Health Questionnaire-9 were used to assess anxiety and depression, respectively. The Health and Safety Executive Management Standards Indicator Tool was used to assess work-related stress. Staff from multiple specialties embracing cardiothoracic surgery, cardiology, respiratory medicine, endocrinology, oncology, imaging, anaesthesia and intensive care at our hospital were asked to complete the questionnaire between 25 May and 15 June 2020.

RESULTS: A total of 302 staff members (106 males and 196 females) completed the survey. The overall prevalence of GAD and depression was 41.4% and 42.7%, respectively. The prevalence of GAD and depression was significantly higher in females than in males and was statistically significant. Nurses were four times more likely to report moderate to severe levels of anxiety and depression as compared with doctors. Work-related stress was also observed to be prevalent in our surveyed population with the following standards: relationships, role, control and change showing a need for improvement.

CONCLUSIONS: Our study presents early evidence suggestive of a high prevalence of GAD, depression and work-related stress in HCWs. It is imperative that coherent strategies are implemented to improve the healthcare work environment during this pandemic and mitigate further injury to the mental health status of the healthcare population.

PMID:34192241 | PMC:PMC7987534 | DOI:10.1136/gpsych-2020-100368

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Nevin Manimala Statistics

Unmet needs for mental care services for older people in Bangladesh during the COVID-19 pandemic

Gen Psychiatr. 2020 Nov 5;33(6):e100294. doi: 10.1136/gpsych-2020-100294. eCollection 2020.

NO ABSTRACT

PMID:34192237 | PMC:PMC7646317 | DOI:10.1136/gpsych-2020-100294

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Nevin Manimala Statistics

A Computational Model for Estimating the Progression of COVID-19 Cases in the US West and East Coast Population Regions

Exp Results. 2020 Aug 20;1:e41. doi: 10.1017/exp.2020.45. eCollection 2020.

ABSTRACT

The ongoing coronavirus disease 2019 (COVID-19) pandemic is of global concern and has recently emerged in the US. In this paper, we construct a stochastic variant of the SEIR model to estimate a quasi-worst-case scenario prediction of the COVID-19 outbreak in the US West and East Coast population regions by considering the different phases of response implemented by the US as well as transmission dynamics of COVID-19 in countries that were most affected. The model is then fitted to current data and implemented using Runge-Kutta methods. Our computation results predict that the number of new cases would peak around mid-April 2020 and begin to abate by July provided that appropriate COVID-19 measures are promptly implemented and followed, and that the number of cases of COVID-19 might be significantly mitigated by having greater numbers of functional testing kits available for screening. The model is also sensitive to assigned parameter values and reflects the importance of healthcare preparedness during pandemics.

PMID:34192225 | PMC:PMC7557233 | DOI:10.1017/exp.2020.45

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Nevin Manimala Statistics

Blended teaching versus traditional teaching for undergraduate physiotherapy students at the University of the Witwatersrand

S Afr J Physiother. 2021 May 17;77(1):1544. doi: 10.4102/sajp.v77i1.1544. eCollection 2021.

ABSTRACT

BACKGROUND: Shifting from face-to-face teaching to incorporating technology may prepare students better for future work as health professionals. Evidence of blended teaching’s effect on the academic performance of undergraduate physiotherapy students’ performance is scarce.

OBJECTIVE: The purpose of our study was to determine students’ theoretical and clinical performance in a blended teaching module compared to their own performance in two knowledge areas taught face to face, and student perceptions of blended teaching in the third-year physiotherapy curriculum.

METHODS: The cross-sectional study design included 47 third-year physiotherapy students. The orthopaedic module was delivered using a blended teaching approach in two consecutive semesters, whilst two other physiotherapy knowledge areas, neuromusculoskeletal and cardiopulmonary, in the same semesters were delivered face to face. Theoretical and clinical performances of students were compared for significance and effect. Students were assessed on their theoretical and clinical knowledge in all areas using the same assessment methods. The students (n = 43) also completed a survey on their blended teaching experience.

RESULTS: Significantly higher theoretical marks for orthopaedics were calculated compared to neuromusculoskeletal and cardiopulmonary for both semesters with a large positive effect (average Cohen d = 4.44) for blended teaching on theoretical examination performance; no statistically significant difference for clinical performances. Students felt engaged in the blended teaching process, and 72% preferred blended teaching over face-to-face teaching or online delivery.

CONCLUSION: Blended teaching improved the theoretical marks, demonstrating that knowledge acquisition was improved, but not clinical performance.

CLINICAL IMPLICATIONS: The study contributes to the knowledge base of blended learning in Health Science Education in South Africa. The authors identified a gap where future studies should investigate the effect of blended learning on clinical performance outcomes as a continuation from this one.

PMID:34192211 | PMC:PMC8182468 | DOI:10.4102/sajp.v77i1.1544

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Nevin Manimala Statistics

Dysphagia in cervical spinal cord injury: How international literature trends can guide South African practice patterns – A scoping review

S Afr J Physiother. 2021 May 10;77(1):1542. doi: 10.4102/sajp.v77i1.1542. eCollection 2021.

ABSTRACT

BACKGROUND: The limited data regarding dysphagia in high-level spinal cord injuries (SCIs) stem from economically developed countries. Dysphagia is prevalent in patients with cervical SCI; however, in a South African context, speech-language pathologists (SLPs) are not seen as key when managing this population. This may result in patients not being screened or identified early, leading to possible complications. The literature could provide useful insight on how best to address this clinical gap.

OBJECTIVES: The aim of my study was to conduct a scoping review on the description of dysphagia, the risk factors for developing dysphagia post-SCI and the practice patterns of team members working with dysphagia in cervical SCIs.

METHODS: A five-step scoping review was undertaken. Data were analysed by using descriptive statistics as well as a thematic analysis by using a top-down approach.

RESULTS: Through the process of screening according to the inclusion and exclusion criteria, 25 articles were included. Primarily, the pharyngeal phase was affected, which can lead to an aspiration pneumonia. The key risk factors were the presence of a tracheostomy tube, the use of ventilation and anterior spinal cord surgery. There was little mention regarding specific practice patterns, but an interdisciplinary approach was suggested as the most efficient model.

CONCLUSIONS: Specific guidelines and management options need to be considered for a South African context, given the high incidence of trauma-related injuries. There needs to be locally produced research, providing suggestions on how different team members can screen and identify dysphagia within this population. Solutions need to be unique, and contextually responsive and appropriate.

CLINICAL IMPLICATIONS: The team members and the roles of these different team members need to be re-examined in order to ensure the early identification and management of cervical SCI patients who are at risk of developing a dysphagia.

PMID:34192210 | PMC:PMC8182465 | DOI:10.4102/sajp.v77i1.1542

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Nevin Manimala Statistics

Hand rehabilitation programmes for second to fifth metacarpal fractures: A systematic literature review

S Afr J Physiother. 2021 May 31;77(1):1536. doi: 10.4102/sajp.v77i1.1536. eCollection 2021.

ABSTRACT

BACKGROUND: Metacarpal fractures, one of the most prevalent upper limb fractures, account for 10% of all bony injuries.

OBJECTIVE: Our systematic review aimed to review, appraise and collate available evidence on hand rehabilitation programmes for the management of second to fifth metacarpal fractures in an adult human population after conservative and surgical management. Since 2008, no review on a similar topic has been performed, thus informing clinical practice for physiotherapists and occupational therapists.

METHODS: Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) principles guided the reporting. Experimental, quasi-experimental, cohort and case-control studies between January 2008 and September 2018 were included. Searches were conducted on Medline, Academic Search Ultimate, CINAHL, CAB Abstracts, Health Source – Consumer Edition, Health Source: Nursing/Academic Edition, SPORTDiscus, Africa-Wide Information and MasterFILE Premier, Web-of-Science and Scopus. Screening, selection, appraisal and data extraction were independently performed by two reviewers. No meta-analysis was performed.

RESULTS: A total of 1015 sources were identified, 525 duplicates removed and 514 excluded. Three articles were included in the final data extraction: one randomised controlled trial (RCT) and two observational studies.

CONCLUSION: Limited evidence is available that a well-designed, well-implemented home-based exercise programme results in statistically significant improved hand function (p ˂ 0.0001) and digital total active motion (TAM) (p = 0.013) compared with traditional physiotherapy (PT) post-surgically.

CLINICAL IMPLICATIONS: Our study contributes to the knowledge base of hand rehabilitation after an individual sustained a second to fifth metacarpal fracture. The authors identified a gap where future studies should further investigate the effect of hand rehabilitation after conservative and surgical management.

PMID:34192208 | PMC:PMC8182452 | DOI:10.4102/sajp.v77i1.1536