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Nevin Manimala Statistics

Exploring the eHealth literacy and mobile health application utilisation amongst Malaysian pharmacy students

J Telemed Telecare. 2022 Feb 21:1357633X221077869. doi: 10.1177/1357633X221077869. Online ahead of print.

ABSTRACT

INTRODUCTION: Pharmacy students should be eHealth literate by being skilful in searching, evaluating and applying online health information. Mobile health applications should be utilised when making clinical decisions to achieve optimal patient care with the ever-changing pharmacy practice. This study aims to explore the eHealth literacy and mobile health application utilisation amongst pharmacy undergraduates.

METHODS: A cross-sectional study was conducted from March to April 2021. An online survey, consisting of socio-demographic characteristics, Internet use, eHealth Literacy Scale and mobile health application utilisation, was distributed amongst pharmacy undergraduates in public and private universities in Malaysia. Data analysis included descriptive statistics, one-way analysis of variance test, Mann-Whitney U test and Kruskal-Wallis test.

RESULTS: A total of 415 participants completed the survey (response rate = 82.5%). The median eHealth Literacy Scale score (out of 40) was 31.0 ± 3.0 (interquartile range). More than one-third of participants (34.7%) were found to have low eHealth literacy. Many lacked confidence in making health decisions from online information (42.4%) and skills in distinguishing between high-quality and low-quality health resources (35.2%). Only 70.4% of the participants had mobile health applications installed on their smartphones and/or tablets. Some students felt that they were neither knowledgeable nor skilful enough to utilise mobile health applications (24.8%), whereas 23.9% were unaware of the mobile health applications available.

CONCLUSION: In summary, the eHealth literacy of Malaysian pharmacy students can be further enhanced by incorporating eHealth literacy-focused programmes into the curriculum. Moreover, pharmacy students’ mobile health application utilisation can be improved through increased awareness and support from universities.

PMID:35188826 | DOI:10.1177/1357633X221077869

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Nevin Manimala Statistics

Quantifying Order during Field-Driven Alignment of Colloidal Semiconductor Nanorods

ACS Nano. 2022 Feb 21. doi: 10.1021/acsnano.1c08488. Online ahead of print.

ABSTRACT

Aligning large populations of colloidal nanorods (NRs) into ordered assemblies provides a strategy for engineering macroscopic functional materials with strong optical anisotropy. The bulk optical properties of such systems depend not only on the individual NR building blocks but also on their meso- and macroscale ordering, in addition to more complex interparticle coupling effects. Here, we investigate the dynamic alignment of colloidal CdSe/CdS NRs in the presence of AC electric fields by measuring concurrent changes in optical transmission. Our work identifies two distinct scales of interaction that give rise to the field-driven optical response: (1) the spontaneous mesoscale self-assembly of colloidal NRs into structures with increased optical anisotropy and (2) the macroscopic ordering of NR assemblies along the direction of the applied AC field. By modeling the alignment of NR ensembles using directional statistics, we experimentally quantify the maximum degree of order in terms of the average deviation angle relative to the field axis. Results show a consistent improvement in alignment as a function of NR concentration─with a minimum average deviation of 36.2°─indicating that mesoscale assembly helps facilitate field-driven alignment of colloidal NRs.

PMID:35188744 | DOI:10.1021/acsnano.1c08488

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Nevin Manimala Statistics

Accelerated Two-Point Dixon MR Angiography Improves Diagnostic Performance for Cervical Artery Diseases

J Magn Reson Imaging. 2022 Feb 21. doi: 10.1002/jmri.28122. Online ahead of print.

ABSTRACT

BACKGROUND: Nonenhanced MR angiography (MRA) studies are often used to manage acute and chronic large cervical artery disease, but lengthy scan times limit their clinical usefulness.

PURPOSE: To develop an accelerated cervical MRA and test its diagnostic performance.

STUDY TYPE: Prospective.

POPULATION: Patients with cervical artery disease (n = 32, 17 males).

FIELD STRENGTH/SEQUENCE: 3.0 T; accelerated two-point Dixon three-dimensional Cartesian spoiled gradient-echo (FLEXA) and conventional time-of-flight MRA (cMRA) sequences.

ASSESSMENT: All patients underwent FLEXA (1’28″) and cMRA (6’47″) acquisitions. Quantitative evaluation (artery-to-background signal ratio and a blur metric) and qualitative evaluation using diagnostic performance measured by the sensitivity, specificity, and positive/negative predictive values (PPV/NPV), and vessel and plaque visualization scores from three board-certified radiologists’ (with 10, 11, and 12 years of experience) independent readings using maximum intensity projection (MIP) for luminal diseases and axial images for plaque. The reference standards were contrast-enhanced angiography and fat-saturated T1-weighted images, respectively.

STATISTICAL TESTS: All measures were compared between FLEXA and cMRA using the paired t, Wilcoxon signed-rank, McNemar’s, or chi-squared test, as appropriate. Interreader agreement was assessed using Cohen’s κ. P < 0.05 was considered statistically significant.

RESULTS: The artery-to-background signal ratio was significantly higher for FLEXA (FLEXA: 7.20 ± 1.63 [fat]; 4.26 ± 0.52 [muscle]; cMRA: 2.57 ± 0.49 [fat]), while image blurring was significantly less (FLEXA: 0.24 ± 0.016; cMRA: 0.30 ± 0.029). In luminal disease detection, sensitivity (FLEXA: 0.97/0.91/0.91; cMRA:0.71/0.69/0.63), specificity (FLEXA: 0.98/0.93/0.98; cMRA:0.93/0.85/0.92), PPV (FLEXA: 0.92/0.86/0.86; cMRA: 0.64/0.5/0.58), and NPV (FLEXA: 0.99/0.98/0.98; cMRA: 0.92/0.91/0.9) were significantly higher for FLEXA. interreader agreement was substantial to almost perfect for FLEXA (κ = 0.82/0.86/0.78) and moderate to substantial for cMRA (κ = 0.67/0.56/0.57). MIP visualization scores were significantly higher for FLEXA, with substantial to almost perfect interreader agreement (FLEXA: κ = 0.83/0.86/0.82; cMRA: κ = 0.89/0.79/0.79). In plaque detection, sensitivity (FLEXA: 0.9/0.9/0.7; cMRA: 0.3/0.6/0.2) and specificity (FLEXA: 1/0.87/1; cMRA: 0.93/0.63/0.97) were significantly higher for FLEXA in two of three readers. The interreader plaque detection agreement was fair to substantial (FLEXA: κ = 0.63/0.69/0.48; cMRA: κ = 0.21/0.45/0.20). Side-by-side plaque and vessel wall visualization was superior for FLEXA in all readers, with moderate to substantial interreader agreement (plaque: κ = 0.73/0.73/0.77; vessel wall: κ = 0.57/0.40/0.39).

DATA CONCLUSION: FLEXA enhanced visualization of the cervical arterial system and improved diagnostic performance for luminal abnormalities and plaques in patients with cervical artery diseases.

LEVEL OF EVIDENCE: 1 TECHNICAL EFFICACY STAGE: 2.

PMID:35188699 | DOI:10.1002/jmri.28122

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Nevin Manimala Statistics

Evolution of disability in spinocerebellar ataxias type 1, 2, 3, and 6

Ann Clin Transl Neurol. 2022 Feb 21. doi: 10.1002/acn3.51515. Online ahead of print.

ABSTRACT

OBJECTIVE: The aim was to study the evolution of disability in spinocerebellar ataxias (SCAs) type 1, 2, 3, and 6 (SCA1, 2, 3, 6).

METHODS: We analyzed data of two longitudinal cohorts (RISCA, EUROSCA) which recruited ataxic and non-ataxic SCA1, SCA2, SCA3, and SCA6 mutation carriers. To study disability, we used a five-stage system for ataxia defined by walking ability (stages 0-3) and death (stage 4). Transitions were analyzed using a multi-state model with proportional transition hazards. Based on the hazard estimates, transition probabilities and the expected lengths of stay in each stage were calculated. We further studied the effect of sex and CAG repeat length on progression.

RESULTS: Data of 3138 visits in 677 participants were analyzed. Median SARA scores for SCA1, SCA2, SCA3, and SCA6 ranged from 1.5 (interquartile range [IQR] = 0.0-3.5) to 3.5 (IQR = 1.4-6.1) in stage 0, 11.5 (IQR = 9.6-14.0) to 13.8 (IQR = 11.0-16.0) in stage 1, 19.0 (IQR = 17.0-21.0) to 23.8 (IQR = 19.5-27.0) in stage 2, and 28.5 (IQR = 26.0-32.5) to 34.0 (IQR = 32.6-37.1) in stage 3. Modeling allowed to calculate the subtype-specific probability to be in a certain stage at a given age and duration of each stage. CAG repeat length was associated with faster progression in SCA1 (HR, 95% CI: 1.1, 1.1-1.2), SCA2 (1.2, 1.1-1.3), and SCA3 (1.1, 1.0-1.2). In SCA6, female sex was associated with faster progression (1.7, 1.1-2.6).

INTERPRETATION: Our data are important for counselling of patients, assessment of the relevance of outcome markers, and design of clinical trials.

PMID:35188716 | DOI:10.1002/acn3.51515

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Nevin Manimala Statistics

Magnetic Resonance Imaging Quantification of Accumulation of Epicardial Adipose Tissue Adds Independent Risks for Diastolic Dysfunction among Dialysis Patients

J Magn Reson Imaging. 2022 Feb 21. doi: 10.1002/jmri.28081. Online ahead of print.

ABSTRACT

BACKGROUND: Diastolic dysfunction (DD) frequently occurs in dialysis patients; however, the risk factors of DD remain to be further explored in such a population. Epicardial adipose tissue (EAT) volume has proven to be an independent clinical risk factor for multiple cardiac disorders.

PURPOSE: To assess whether EAT volume is an independent risk factor for DD in dialysis patients.

STUDY TYPE: Case-control study.

POPULATION: A total of 113 patients (mean age: 54.5 ± 14.4 years; 41 women) who had underwent dialysis for at least 3 months due to uremia.

FIELD STRENGTH: A 3 T, steady-state free precession (SSFP) sequence for cine imaging, modified Look-Locker imaging (MOLLI) for T1 mapping and gradient-recalled-echo for T2*.

ASSESSMENT: All participants were performed cardiac magnetic resonance imaging (MRI) and echocardiogram. For MRI images analysis, borders of the EAT were manually delineated, as well as, pericardial adipose tissue (PeAT) and paracardial adipose tissue (PaAT), T1 mapping, T2* mapping, global longitudinal strain (GLS), and left atrial strain. For echocardiogram assessments, the thickness of PaAT, e’ velocity, E velocity, E/e ratio, A velocity, and deceleration time were measured.

STATISTICAL TESTS: Univariate and multivariate logistic regressions were performed to explore the independent risk factors for DD. P value less than 0.05 was considered as significant.

RESULTS: Compared with the DD(-) group, the DD(+) group had significantly more epicardial tissue fat (18.5 ± 1.3 vs. 30.9 ± 2.3) In addition, EAT volumes increased significantly with the grades of DD (grade 1 vs. grade 2 and 3: 27.9 ± 15.9 vs. 35.4 ± 13.1). Moreover, EAT had significant correlations with T1 mapping, T2* mapping, GLS, left atrial strain, e’ velocity, and E/e ratio. EAT accumulation added an independent risk for DD (Odds Ratio = 1.03) over conventional clinical risk factors including age, diabetes mellitus, and hemodialysis.

DATA CONCLUSION: EAT was associated with diastolic function, and its accumulation may be an independent risk factor for DD among dialysis patients.

EVIDENCE LEVEL: 2 TECHNICAL EFFICACY: Stage 2.

PMID:35188692 | DOI:10.1002/jmri.28081

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Nevin Manimala Statistics

The Patient-Reported Impact of Symptoms in Schizophrenia Scale (PRISS): Development and Validation

Acta Psychiatr Scand. 2022 Feb 21. doi: 10.1111/acps.13417. Online ahead of print.

ABSTRACT

BACKGROUND: We report the psychometric properties of the Patient-Reported Impact of Symptoms in Schizophrenia Scale (PRISS), which assesses the impact of subjective experiences or qualia in outpatients with this condition.

METHODS: A cross-sectional study was carried out in 162 patients diagnosed with schizophrenia in Spain. The PRISS measures the presence, frequency, concern and interference with daily life of self-reported experiences related to the main symptoms observed in these patients. The psychometric analysis included test-retest reliability, internal consistency and structural and convergent validity.

RESULTS: The 28-item PRISS showed good test-retest reliability as 64.3% of the intraclass correlation coefficient values were between 0.40 and 0.79, which were statistically significant (p<0.01). Analysis of the structural validity revealed a three-factor structure, 1) productive subjective experiences, 2) affective-negative subjective experiences and 3) excitation, which accounted for 56.11% of the variance. Of the Pearson’s correlation coefficients analysed between the PRISS and the Positive and Negative Syndrome Scale (PANSS), Scale for Assessment of Negative Symptoms (SANS) and World Health Organization Disability Assessment Schedule (WHO-DAS), 72.2% were statistically significant (p<0.05) and ranged from: 0.38-0.42, 0.32-0.42 and 0.40-0.42 respectively.

CONCLUSION: Our results indicate that the PRISS appears to be a brief, reliable and valid scale to measure subjective experiences in schizophrenia and provides valuable information complementary to clinical evaluation.

PMID:35188673 | DOI:10.1111/acps.13417

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Nevin Manimala Statistics

Peter Armitage speaking on the occasion of the 50th Anniversary of the M.Sc. in Medical Statistics, LSHTM (for the Symposium on April 11-12, 2019)

Stat Med. 2022 Feb 21. doi: 10.1002/sim.9291. Online ahead of print.

NO ABSTRACT

PMID:35188678 | DOI:10.1002/sim.9291

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Nevin Manimala Statistics

The Impact of Component Dorsal Hump Reduction on Patient-Perceived Nasal Aesthetics and Obstruction in Rhinoplasty

Laryngoscope. 2022 Feb 21. doi: 10.1002/lary.30054. Online ahead of print.

ABSTRACT

OBJECTIVE: This study aimed to evaluate functional and aesthetic patient-reported outcomes using validated metrics after component dorsal hump reduction (DHR) with spreader graft placement, which have not been previously reported.

STUDY DESIGN: Prospective cohort study.

METHODS: This prospective cohort study was conducted in a tertiary care medical center. Participants underwent septorhinoplasty (SRP) with spreader graft placement with cosmetic, component DHR (cosmetic DHR), or SRP with spreader graft placement without dorsal hump reduction (noncosmetic, non-DHR). The Nasal Obstruction Symptom Evaluation (NOSE) scale and the FACE-Q Satisfaction with Nose, Nostrils, and Social Functioning scales were administered to patients preoperatively and postoperatively (at 2, 4, 6, and/or 12 months). Pre- and postoperative NOSE and FACE-Q scores were compared.

RESULTS: A total of 226 patients underwent SRP with spreader graft placement; 113 (50.0%) with cosmetic DHR and 113 (50.0%) noncosmetic, non-DHR (control). Patients who completed the NOSE and FACE-Q surveys preoperatively and at least at one postoperative time point were included. Both cohorts had a statistically and clinically significant improvement in NOSE and FACE-Q scores. There were similar improvements in NOSE scores in both cohorts. Postoperative FACE-Q scores were higher in the cosmetic DHR cohort despite lower preoperative FACE-Q scores when compared to the control cohort.

CONCLUSIONS: Although there are multiple techniques for DHR, component DHR with spreader graft placement has long been considered the standard. Therefore, it is important to note the significant postoperative cosmetic and functional improvements reported by patients who have undergone this procedure to compare to newer techniques as they evolve.

LEVEL OF EVIDENCE: 3 Laryngoscope, 2022.

PMID:35188669 | DOI:10.1002/lary.30054

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Nevin Manimala Statistics

Pattern and predictors of sites of relapse in neuroblastoma: A report from the International Neuroblastoma Risk Group (INRG) project

Pediatr Blood Cancer. 2022 Feb 21:e29616. doi: 10.1002/pbc.29616. Online ahead of print.

ABSTRACT

PURPOSE: We sought to analyze biologic, clinical, and prognostic differences according to pattern of failure at the time of first relapse in neuroblastoma.

PATIENTS AND METHODS: Children <21 years diagnosed with neuroblastoma between 1989 and 2017 with known site of first relapse (isolated local vs. distant only vs. combined local and distant sites) were identified from the International Neuroblastoma Risk Group (INRG) database. Data were compared between sites of relapse according to clinical features, biologic features, initial treatment, time to first relapse, and overall survival (OS) from time of first relapse.

RESULTS: Pattern of first relapse among 1833 children was 19% isolated local; 65% distant only; and 16% combined sites. All evaluated clinical and biologic variables with exception of tumor diagnosis differed statistically by relapse pattern, with patients with isolated local failure having more favorable prognostic features. Patients with stage 3 disease were more likely to have isolated local failure compared to all other stages (49% vs. 16%; p < .001). OS significantly differed by relapse pattern (5-year OS ± SE): isolated local: 64% ± 3%; distant only: 23% ± 2%; and combined: 26% ± 4% (p < .001). After controlling for age, stage, and MYCN status, patients with isolated local failure (adjusted hazard ratio [HR] = 0.46; 95% confidence interval [CI]: 0.33-0.62; p < .001) and distant-only failure (adjusted HR = 0.57; 95% CI: 0.45-0.71; p < .001) remained at decreased risk for death as compared to patients with combined failure.

CONCLUSION: Patients with distant-only and combined failures have a higher proportion of unfavorable clinical and biological features, and a lower survival than those with isolated local relapse.

PMID:35188340 | DOI:10.1002/pbc.29616

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TAVR operator volumes, trends, and geographic variations amongst Medicare beneficiaries in the United States

Catheter Cardiovasc Interv. 2022 Feb 21. doi: 10.1002/ccd.30134. Online ahead of print.

ABSTRACT

OBJECTIVES: To evaluate transcatheter aortic valve replacement (TAVR) operator procedural volumes, and describe temporal and geographic trends.

BACKGROUND: TAVR is the standard of care for most patients with severe symptomatic aortic stenosis. Despite an association between operator procedural volume and outcomes, nationwide TAVR operator volumes have been incompletely described.

METHODS: We queried the National Medicare Provider Utilization and Payment Database for transfemoral TAVRs from 2014 to 2018. Annual operator volume, state and regional volumes, and longitudinal trends were extracted and analyzed using descriptive statistics.

RESULTS: In 2018, the mean annual operator volume was 23.6 TAVRs. The highest 1% of operators by volume performed 7.6% of total TAVR procedures in the United States, while 35.7% of operators performed 10 or fewer TAVRs per year. From 2014 to 2018, there was a 53.9% annualized increase in TAVRs, and the mean annual volume per operator grew from 12.5 to 23.6. There was more than five-fold variability in the density of operators (range 0.35-1.79 operators per 100,000 population) and mean operator volume by state (range 14.2-52.4 TAVRs per operator).

CONCLUSIONS: In this nationally representative study of operators performing transfemoral TAVRs among Medicare patients, we found the mean annual volume of TAVR in 2018 to be 23.6 and has increased since 2014. There was considerable variability in operator density and procedural volumes, with a significant proportion of operators performing 10 or fewer TAVRs per year. Ambiguity remains in regard to the optimal balance of procedural requirements to sustain high efficacy outcomes and ensure critical access to TAVR therapies.

PMID:35188321 | DOI:10.1002/ccd.30134