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1.
Acad Radiol ; 2024 Apr 27.
Article in English | MEDLINE | ID: mdl-38679527

ABSTRACT

RATIONALE AND OBJECTIVES: Fibrotic scarring in idiopathic pulmonary fibrosis (IPF) typically develops first in the posterior-basal lung tissue before advancing to involve more of the lung. The complexity of lung shape in the costo-diaphragmatic region has been proposed as a potential factor in this regional development. Intrinsic and disease-related shape could therefore be important for understanding IPF risk and its staging. We hypothesized that lung and lobe shape in IPF would have important differences from controls. MATERIALS AND METHODS: A principal component (PC) analysis was used to derive a statistical shape model (SSM) of the lung for a control cohort aged > 50 years (N = 39), using segmented lung and fissure surface data from CT imaging. Individual patient shape models derived for baseline (N = 18) and follow-up (N = 16) CT scans in patients with IPF were projected to the SSM to describe shape as the sum of the SSM average and weighted PC modes. Associations between the first four PC shape modes, lung function, percentage of fibrosis (fibrosis%) and pulmonary vessel-related structures (PVRS%), and other tissue metrics were assessed and compared between the two cohorts. RESULTS: Shape was different between IPF and controls (P < 0.05 for all shape modes), with IPF shape forming a distinct shape cluster. Shape had a negative relationship with age in controls (P = 0.013), but a positive relationship with age in IPF (P = 0.026). Some features of shape changed on follow-up. Shape in IPF was associated with fibrosis% (P < 0.05) and PVRS% (P < 0.05). CONCLUSION: Quantitative comparison of lung and lobe shape in IPF with controls of a similar age reveals shape differences that are strongly associated with age and percent fibrosis. The clustering of IPF cohort shape suggests that it could be an important feature to describe disease.

2.
Neurol Clin Pract ; 14(1): e200220, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38197084

ABSTRACT

Background and Objectives: Evidence of effective multifactorial lifestyle interventions for primary stroke prevention is lacking, despite the significant contribution of lifestyle to stroke burden. We aimed to determine the efficacy of health and wellness coaching (HWC) for primary stroke and cardiovascular disease (CVD) prevention in adults at a moderate-to-high CVD risk. Methods: This was a parallel, 2-arm, open-label, single-blinded, phase III randomized controlled trial to determine the efficacy of HWC for primary stroke prevention in individuals 30 years and older with a 5-year CVD risk ≥10% as measured by 5-year absolute CVD risk (as measured by the PREDICT tool) at 9 months post-randomization. Eligible participants were those with a 5-year CVD risk ≥10%, with no history of stroke, transient ischemic attack, or myocardial infarction. The relative risk reduction (RRR) and odds ratios (OR) were evaluated separately in those at moderate (10%-14%) 5-year CVD risk and those at high risk (≥15%) at baseline. The Life's Simple 7 (LS7) score for lifestyle-related CVD risk, as the indicator of cardiovascular health, was a key secondary outcome. Results: Of a total of 320 participants, 161 were randomized to the HWC group and 159 to the usual care (UC) group. HWC resulted in a statistically significant RRR of -10.9 (95% CI -21.0 to -0.9) in 5-year CVD risk in the higher CVD risk group but no change in the moderate risk group. An improvement in the total LS7 score was seen in the HWC group compared with the UC group (absolute difference = 0.485, 95% CI [0.073 to 0.897], p = 0.02). Improvement in blood pressure scores was statistically significantly greater in the HWC group than in the UC group for those at high risk of CVD (OR 2.28 [95% CI 1.12 to 4.63] and 1.55 [0.80 to 3.01], respectively). No statistically significant differences in mood scores, medication adherence, quality of life, and satisfaction with life scores over time or between groups were seen. Discussion: Health and wellness coaching resulted in a significant RRR in the 5-year CVD risk compared with UC at 9 months post-randomization in patients with a high baseline CVD risk. There was no improvement in CVD risk in the moderate risk group; hence, this study did not meet the primary hypothesis. However, this treatment effect is clinically significant (number needed to treat was 43). The findings suggest that HWC has potential if further refined to improve lifestyle risk factors of stroke.

3.
Acad Radiol ; 31(4): 1676-1685, 2024 Apr.
Article in English | MEDLINE | ID: mdl-37758587

ABSTRACT

RATIONALE AND OBJECTIVES: Idiopathic Pulmonary Fibrosis (IPF) is a progressive interstitial lung disease characterised by heterogeneously distributed fibrotic lesions. The inter- and intra-patient heterogeneity of the disease has meant that useful biomarkers of severity and progression have been elusive. Previous quantitative computed tomography (CT) based studies have focussed on characterising the pathological tissue. However, we hypothesised that the remaining lung tissue, which appears radiologically normal, may show important differences from controls in tissue characteristics. MATERIALS AND METHODS: Quantitative metrics were derived from CT scans in IPF patients (N = 20) and healthy controls with a similar age (N = 59). An automated quantitative software (CALIPER, Computer-Aided Lung Informatics for Pathology Evaluation and Rating) was used to classify tissue as normal-appearing, fibrosis, or low attenuation area. Densitometry metrics were calculated for all lung tissue and for only the normal-appearing tissue. Heterogeneity of lung tissue density was quantified as coefficient of variation and by quadtree. Associations between measured lung function and quantitative metrics were assessed and compared between the two cohorts. RESULTS: All metrics were significantly different between controls and IPF (p < 0.05), including when only the normal tissue was evaluated (p < 0.04). Density in the normal tissue was 14% higher in the IPF participants than controls (p < 0.001). The normal-appearing tissue in IPF had heterogeneity metrics that exhibited significant positive relationships with the percent predicted diffusion capacity for carbon monoxide. CONCLUSION: We provide quantitative assessment of IPF lung tissue characteristics compared to a healthy control group of similar age. Tissue that appears visually normal in IPF exhibits subtle but quantifiable differences that are associated with lung function and gas exchange.


Subject(s)
Idiopathic Pulmonary Fibrosis , Lung Diseases, Interstitial , Humans , Idiopathic Pulmonary Fibrosis/diagnostic imaging , Lung/diagnostic imaging , Lung/pathology , Lung Diseases, Interstitial/diagnostic imaging , Tomography, X-Ray Computed/methods , Biomarkers , Retrospective Studies
4.
J Perinat Neonatal Nurs ; 37(3): 232-241, 2023.
Article in English | MEDLINE | ID: mdl-37310073

ABSTRACT

STUDY AIM: To investigate whether use of admission lanyards improves nurse confidence, care coordination, and infant health outcomes during neonatal emergency admissions. METHODS: Admission lanyards that defined team roles, tasks, and responsibilities were evaluated in a mixed-methods, historically controlled, and nonrandomized intervention study. Methods included (i) 81 pre- and postintervention surveys to explore nurse confidence, (ii) 8 postintervention semistructured interviews to elicit nurse perceptions of care coordination and nurse confidence, and (iii) a quantitative comparison of infant care coordination and health outcomes for 71 infant admissions before and 72 during the intervention. RESULTS: Nurse participants reported that using lanyards during neonatal admissions improved clarity of roles and responsibilities, communication, and task delegation, contributing to better admission flow, team leadership, accountability, and improved nurse confidence. Care coordination outcomes showed significantly improved time to stabilization for intervention infants. Radiographies for line placement were performed 14.4 minutes faster, and infants commenced intravenous nutrition 27.7 minutes faster from time of admission. Infant health outcomes remained similar between groups. CONCLUSION: Admission lanyards were associated with improved nurse confidence and care coordination during neonatal emergency admissions, significantly reducing time to stabilization for infants, shifting outcomes closer to the Golden Hour.


Subject(s)
Communication , Infant Care , Infant, Newborn , Child , Humans
5.
Sci Rep ; 13(1): 4422, 2023 03 17.
Article in English | MEDLINE | ID: mdl-36932117

ABSTRACT

Idiopathic pulmonary fibrosis (IPF) is characterised by progressive fibrosing interstitial pneumonia with an associated irreversible decline in lung function and quality of life. IPF prevalence increases with age, appearing most frequently in patients aged > 50 years. Pulmonary vessel-like volume (PVV) has been found to be an independent predictor of mortality in IPF and other interstitial lung diseases, however its estimation can be impacted by artefacts associated with image segmentation methods and can be confounded by adjacent fibrosis. This study compares PVV in IPF patients (N = 21) with PVV from a healthy cohort aged > 50 years (N = 59). The analysis includes a connected graph-based approach that aims to minimise artefacts contributing to calculation of PVV. We show that despite a relatively low extent of fibrosis in the IPF cohort (20% of the lung volume), PVV is 2-3 times higher than in controls. This suggests that a standardised method to calculate PVV that accounts for tree connectivity could provide a promising tool to provide early diagnostic or prognostic information in IPF patients and other interstitial lung disease.


Subject(s)
Idiopathic Pulmonary Fibrosis , Lung Diseases, Interstitial , Humans , Middle Aged , Quality of Life , Lung Diseases, Interstitial/diagnostic imaging , Prognosis , Fibrosis
6.
Int J Nurs Stud Adv ; 5: 100158, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38746566

ABSTRACT

Background: Support workers are central to the delivery of residential aged care, but the workforce is facing increasing work demands and widespread shortages. This contributes to high rates of burnout, decreased job satisfaction and high staff turnover. Peer-led interventions are reported to be effective but it is necessary to use evidence-based interventions to support this key workforce group. Objective: This study aimed to evaluate the scientific evidence on effectiveness of strategies improving psychosocial and turnover-related outcomes for support workers in aged care that could be incorporated into a peer-led intervention. Design: Systematic review and meta-analyses of experimental and quasi-experimental studies. Setting: Residential aged care. Methods: A systematic literature review was conducted using MEDLINE (via PubMed), EMBASE (via Scopus), and CINAHL (via EBSCO). We included studies examining the effectiveness of workplace interventions aiming to reduce aged care support workers' turnover rates and/or improve their work-related psychosocial outcomes (such as work stress, job satisfaction, self-esteem, and other). A number of meta-analyses using a mixed-effects model were performed to calculate standardized mean differences and odds ratios. Results: Fifty-one studies were included: 15 randomised controlled trials (RCTs), 19 non-RCTs and 17 Pre-Post studies. Most of the studies were rated as having 'high' or 'very high risk of bias'. The studies were clustered by intervention type: 1) knowledge-based, 2) interpersonal skills-based, 3) team-building, and 4) self-care. Knowledge-based interventions were the most used approach, with 26 studies in this category, and frequently reported improvements in stress- and satisfaction-related outcomes. There were twelve interpersonal skills-based and nine team-building interventions, which often reported decreased work stress, staff turnover, and intention to quit. There were four self-care interventions of which only one reported improvements in stress-related outcomes. Meta-analyses showed that only knowledge-based interventions resulted in statistically significant improvements: lower staff turnover rates (OR 0.47, 95 %CI: 0.37, 060), and higher scores for job/life satisfaction (SMD 0.26, 95 % CI: 0.05, 0.46) and staff attitude (SMD 0.23, 95 % CI: 0.05, 0.45). Conclusion: This review found numerous strategies that have been trialled to improve support workers' psychosocial- and turnover-related outcomes. Most studies reported improvements in outcomes. However, our meta-analyses suggest that the effect sizes were small and mostly non-significant, with the evidence being of low certainty. The evidence for effectiveness of knowledge-based interventions appears the most convincing, with statistically significant improvements reported for turnover rates, job/life satisfaction and staff attitude. More high-quality studies are needed to consolidate the existing evidence. PROSPERO registration number: CRD42017059007; 02 June 2017.Tweetable abstract: Knowledge-based interventions most promising in improving support workers' outcomes in aged care. #agedcare #staffturnover.

7.
Respiration ; 101(11): 990-1005, 2022.
Article in English | MEDLINE | ID: mdl-36088910

ABSTRACT

BACKGROUND: Competency using radiologic images for bronchoscopic navigation is presumed during subspecialty training, but no assessments objectively measure combined knowledge of radiologic interpretation and ability to maneuver a bronchoscope into peripheral airways. OBJECTIVES: The objectives of this study were (i) to determine whether the Bronchoscopy-Radiology Skills and Tasks Assessment Tool (BRadSTAT) discriminates between bronchoscopists of various levels of experience and (ii) to improve construct validity using study findings. METHODS: BRadSTAT contains 10 questions that assess chest X-ray and CT scan interpretation using multiple images per question and 2 technical skill assessments. After administration to 33 bronchoscopists (5 Beginners, 9 Intermediates, 10 Experienced, and 9 Experts), discriminative power was strengthened using differential weighting on CT-related questions, producing the BRadSTAT-CT score. Cut points for both scores were determined via cross-validation. RESULTS: Mean BRadSTAT scores for Beginner, Intermediate, Experienced, and Expert were 74 (±13 SD), 78 (±14), 86 (±9), and 88 (±8), respectively. Statistically significant differences were noted between Expert and Beginner, Expert and Intermediate, and Experienced and Beginner (all p ≤ 0.05). Mean BRadSTAT-CT scores for Beginner, Intermediate, Experienced, and Expert were 63 (±14), 74 (±15), 82 (±13), and 90 (±9), respectively, all statistically significant (p ≤ 0.03). Cut points for BRadSTAT-CT had lower sensitivity but greater specificity and accuracy than for BRadSTAT. CONCLUSION: BRadSTAT represents the first validated assessment tool measuring knowledge and skills for bronchoscopic access to peripheral airways, which discriminates between bronchoscopists of various experience levels. Refining BRadSTAT produced the BRadSTAT-CT, which had higher discriminative power. Future studies should focus on their usefulness in competency-based bronchoscopy programs.


Subject(s)
Bronchoscopy , Radiology , Humans , Bronchoscopy/methods , Clinical Competence
8.
Eur Respir J ; 59(6)2022 06.
Article in English | MEDLINE | ID: mdl-34795034

ABSTRACT

BACKGROUND: Tiotropium via the HandiHaler device is an established long-acting, anticholinergic bronchodilator that prevents exacerbations and improves lung function in patients with chronic obstructive pulmonary disease. We hypothesised that tiotropium would reduce pulmonary exacerbations and improve lung function in patients with stable bronchiectasis and airflow limitation, and assessed the effect of tiotropium on these outcomes. METHODS: In a randomised, double-blind, two-period crossover trial, we recruited adult patients from three hospitals in New Zealand. Patients were excluded if they had a smoking history of >20 pack-years. Patients were assigned to either the tiotropium-placebo or placebo-tiotropium sequence in a 1:1 ratio, using randomly permuted blocks stratified by centre. Participants and investigators were masked to treatment allocation. Eligible patients received tiotropium 18 µg via HandiHaler daily for 6 months followed by 6 months of placebo, or vice versa, with a washout period of 4 weeks. The primary end-point was rate of event-based exacerbations during the 6-month period. Primary analyses were carried out in an intention-to-treat set. RESULTS: 90 patients were randomly assigned and 85 completed both treatment cycles. The rate of exacerbations was 2.17 per year under the tiotropium treatment and 2.27 per year under placebo (rate ratio 0.96, 95% CI 0.72-1.27; p=0.77). Tiotropium, compared with placebo, improved forced expiratory volume in 1 s by 58 mL (95% CI 23-92 mL; p=0.002). Adverse events were similar under both treatments. CONCLUSIONS: Tiotropium via HandiHaler over 6 months significantly improved lung function but not frequency of exacerbations. Further research is required to understand the clinical context and significance of these findings.


Subject(s)
Bronchiectasis , Pulmonary Disease, Chronic Obstructive , Adult , Bronchiectasis/drug therapy , Bronchodilator Agents , Cross-Over Studies , Double-Blind Method , Forced Expiratory Volume , Humans , Pulmonary Disease, Chronic Obstructive/chemically induced , Pulmonary Disease, Chronic Obstructive/drug therapy , Scopolamine Derivatives/adverse effects , Tiotropium Bromide/therapeutic use , Treatment Outcome
9.
JMIR Res Protoc ; 10(12): e24792, 2021 Dec 30.
Article in English | MEDLINE | ID: mdl-34967750

ABSTRACT

BACKGROUND: We co-designed a smartphone app, Harmonised, with taitamariki (young people aged 13-17 years) to promote healthy intimate partner relationships. The app also provides a pathway for friends and family, or whanau (indigenous Maori extended family networks), to learn how to offer better support to taitamariki. OBJECTIVE: The aim of our taitamariki- and Maori-centered study is to evaluate the implementation of the app in secondary schools. The study tests the effectiveness of the app in promoting taitamariki partner relationship self-efficacy (primary outcome). METHODS: We co-designed a pragmatic, randomized, stepped wedge trial (retrospectively registered on September 12, 2019) for 8 Aotearoa, New Zealand, secondary schools (years 9 through 13). The schools were randomly assigned to implement the app in 1 of the 2 school terms. A well-established evaluation framework (RE-AIM [Reach, Effectiveness, Adoption, Implementation, Maintenance]) guided the selection of mixed data collection methods. Our target sample size is 600 taitamariki enrolled across the 8 schools. Taitamariki will participate by completing 5 web-based surveys over a 15-month trial period. Taitamariki partner relationship self-efficacy (primary outcome) and well-being, general health, cybersafety management, and connectedness (secondary outcomes) will be assessed with each survey. The general effectiveness hypotheses will be tested by using a linear mixed model with nested participant, year-group, and school random effects. The primary analysis will also include testing effectiveness in the Maori subgroup. RESULTS: The study was funded by the New Zealand Ministry of Business, Innovation, and Employment in October 2015 and approved by the Auckland University of Technology Ethics Committee on May 3, 2017 (application number: 17/71). CONCLUSIONS: This study will generate robust evidence evaluating the impact of introducing a healthy relationship app in secondary schools on taitamariki partner relationship self-efficacy, well-being, general health, cybersafety management, and connectedness. This taitamariki- and indigenous Maori-centered research fills an important gap in developing and testing strengths-based mobile health interventions in secondary schools. TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry ACTRN12619001262190; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=377584. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR1-10.2196/24792.

10.
Brain Sci ; 11(2)2021 Feb 12.
Article in English | MEDLINE | ID: mdl-33673171

ABSTRACT

Advances in our understanding of neural plasticity have prompted the emergence of neuromodulatory interventions, which modulate corticomotor excitability (CME) and hold potential for accelerating stroke recovery. Endogenous paired associative stimulation (ePAS) involves the repeated pairing of a single pulse of peripheral electrical stimulation (PES) with endogenous movement-related cortical potentials (MRCPs), which are derived from electroencephalography. However, little is known about the optimal parameters for its delivery. A factorial design with repeated measures delivered four different versions of ePAS, in which PES intensities and movement type were manipulated. Linear mixed models were employed to assess interaction effects between PES intensity (suprathreshold (Hi) and motor threshold (Lo)) and movement type (Voluntary and Imagined) on CME. ePAS interventions significantly increased CME compared to control interventions, except in the case of Lo-Voluntary ePAS. There was an overall main effect for the Hi-Voluntary ePAS intervention immediately post-intervention (p = 0.002), with a sub-additive interaction effect at 30 min' post-intervention (p = 0.042). Hi-Imagined and Lo-Imagined ePAS significantly increased CME for 30 min post-intervention (p = 0.038 and p = 0.043 respectively). The effects of the two PES intensities were not significantly different. CME was significantly greater after performing imagined movements, compared to voluntary movements, with motor threshold PES (Lo) 15 min post-intervention (p = 0.012). This study supports previous research investigating Lo-Imagined ePAS and extends those findings by illustrating that ePAS interventions that deliver suprathreshold intensities during voluntary or imagined movements (Hi-Voluntary and Hi-Imagined) also increase CME. Importantly, our findings indicate that stimulation intensity and movement type interact in ePAS interventions. Factorial designs are an efficient way to explore the effects of manipulating the parameters of neuromodulatory interventions. Further research is required to ensure that these parameters are appropriately refined to maximise intervention efficacy for people with stroke and to support translation into clinical practice.

11.
Int J Pediatr Otorhinolaryngol ; 141: 110510, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33248714

ABSTRACT

OBJECTIVES: In New Zealand (NZ), permanent hearing loss is associated with higher levels of socioeconomic deprivation, and is more prevalent amongst Maori and Pacific than NZ European children. Many of these hearing losses are detected through newborn hearing screening, however there is a need to screen children again later, to look for childhood hearing losses that are either late-onset, progressive, or acquired. This study evaluated the feasibility of implementing an objective screening protocol that includes otoscopy, distortion product otoacoustic emission screening (DPOAEs), and tympanometry. It also evaluated the feasibility of using Early Learning Centres (ELCs) to contact families, recruit, and test 3-year-old children from an area of high socioeconomic deprivation in Auckland, New Zealand. METHODS: Sixty-one 3-year-old children were recruited from ELCs within the Counties Manukau District Health Board (CMDHB) region which services the geographical area of South Auckland. The first part of the screening protocol consisted of otoscopy, DPOAEs, and tympanometry. Children identified with hearing loss and/or middle ear problems were either referred directly to Otolaryngology/Audiology at the local hospital or invited back for a re-screen 4-8 weeks later. Children who were referred from the screening were followed up to track and document their subsequent clinical pathway through the public health system. RESULTS: Mean overall time for the screening protocol was 4.1 minutes. The combination of otoscopy, DPOAEs, and tympanometry was well accepted by the 3-year-old children. DPOAE amplitude and signal-to-noise ratio results significantly differentiated between different tympanometry results, providing support for this combination of measures to accurately screen for hearing loss and/or middle ear disease. Thirty-eight of the 61 children (62%) passed the screening protocol. Of the remaining 23 children, five were referred to the hospital after not passing the screening, but following more in-depth audiological testing, were discharged with normal hearing. Six children referred to the hospital were diagnosed with varying degrees of conductive hearing loss, and two of the six received grommet insertion surgery. The remaining 12 children who were referred to the hospital were lost to follow-up, highlighting challenges for the families to successfully navigate the current public health system. CONCLUSION: This study demonstrates that identifying hearing loss and ear disease in 3-year-old children in the pre-school setting is feasible. A number of barriers were identified in the current health system that contribute to a large proportion of children referred with suspected hearing loss and ear disease being unsuccessful in accessing Otolaryngology/Audiology clinical care through the local hospital.


Subject(s)
Acoustic Impedance Tests , Otoacoustic Emissions, Spontaneous , Child, Preschool , Feasibility Studies , Humans , New Zealand/epidemiology , Otoscopy
12.
Neurorehabil Neural Repair ; 35(1): 88-97, 2021 01.
Article in English | MEDLINE | ID: mdl-33190615

ABSTRACT

BACKGROUND: The number of people living with stroke has increased demand for rehabilitation. A potential solution is telerehabilitation for health care delivery to promote self-management. One such approach is the Augmented Community Telerehabilitation Intervention (ACTIV). This structured 6-month program uses limited face-to-face sessions, telephone contact, and text messages to augment stroke rehabilitation. OBJECTIVE: To investigate whether ACTIV improved physical function compared with usual care. METHODS: This 2-arm, parallel randomized controlled trial was conducted in 4 New Zealand centers. Inclusion criteria were patients with first-ever stroke, age >20 years, and discharged home. A blinded assessor completed outcome measurement in participants' homes at baseline, postintervention, and 6 months postintervention. Stratified block randomization occurred after baseline assessment, with participants allocated to ACTIV or usual care control. RESULTS: A total of 95 people were recruited (ACTIV: n = 47; control: n = 48). Postintervention intention-to-treat analysis found a nonsignificant difference between the groups in scores (4·51; P = .07) for physical function (measured by the physical subcomponent of the Stroke Impact Scale). The planned per-protocol analysis (ACTIV: n = 43; control: n = 48) found a significant difference in physical function between the groups (5·28; P = .04). Improvements in physical function were not maintained at the 12-month follow-up. CONCLUSIONS: ACTIV was not effective in improving physical function in the ACTIV group compared with the usual care group. The per-protocol analysis raises the possibility that for those who receive more than 50% of the intervention, ACTIV may be effective in preventing deterioration or even improving physical function in people with stroke, in the period immediately following discharge from hospital.


Subject(s)
Outcome Assessment, Health Care , Stroke Rehabilitation , Stroke/therapy , Telerehabilitation , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Single-Blind Method
13.
Brain Sci ; 10(10)2020 Oct 14.
Article in English | MEDLINE | ID: mdl-33066492

ABSTRACT

Single and double exponential models fitted to step length symmetry series are used to evaluate the timecourse of adaptation and de-adaptation in instrumented split-belt treadmill tasks. Whilst the nonlinear regression literature has developed substantially over time, the split-belt treadmill training literature has not been fully utilising the fruits of these developments. In this research area, the current methods of model fitting and evaluation have three significant limitations: (i) optimisation algorithms that are used for model fitting require a good initial guess for regression parameters; (ii) the coefficient of determination (R2) is used for comparing and evaluating models, yet it is considered to be an inadequate measure of fit for nonlinear regression; and, (iii) inference is based on comparison of the confidence intervals for the regression parameters that are obtained under the untested assumption that the nonlinear model has a good linear approximation. In this research, we propose a transformed set of parameters with a common language interpretation that is relevant to split-belt treadmill training for both the single and double exponential models. We propose parameter bounds for the exponential models which allow the use of particle swarm optimisation for model fitting without an initial guess for the regression parameters. For model evaluation and comparison, we propose the use of residual plots and Akaike's information criterion (AIC). A method for obtaining confidence intervals that does not require the assumption of a good linear approximation is also suggested. A set of MATLAB (MathWorks, Inc., Natick, MA, USA) functions developed in order to apply these methods are also presented. Single and double exponential models are fitted to both the group-averaged and participant step length symmetry series in an experimental dataset generating new insights into split-belt treadmill training. The proposed methods may be useful for research involving analysis of gait symmetry with instrumented split-belt treadmills. Moreover, the demonstration of the suggested statistical methods on an experimental dataset may help the uptake of these methods by a wider community of researchers that are interested in timecourse of motor training.

14.
Sci Rep ; 10(1): 11853, 2020 07 16.
Article in English | MEDLINE | ID: mdl-32678285

ABSTRACT

This study aimed to examine the effect of repeated anodal cerebellar transcranial direct current stimulation (ctDCS) on learning a split-belt treadmill task. Thirty healthy individuals randomly received three consecutive sessions of active or sham anodal ctDCS during split-belt treadmill training. Motor performance and strides to steady-state performance were evaluated before (baseline), during (adaptation), and after (de-adaptation) the intervention. The outcomes were measured one week later to assess absolute learning and during the intervention to evaluate cumulative, consecutive, and session-specific effects. Data were analysed using linear mixed-effects regression models. During adaptation, there was no significant difference in absolute learning between the groups (p > 0.05). During de-adaptation, a significant difference in absolute learning between the groups (p = 0.03) indicated slower de-adaptation with anodal ctDCS. Pre-planned secondary analysis revealed that anodal ctDCS significantly reduced the cumulative (p = 0.01) and consecutive-session effect (p = 0.01) on immediate adaptation. There were significant cumulative (p = 0.02) and session-specific effects (p = 0.003) on immediate de-adaptation. Repeated anodal ctDCS does not enhance motor learning measured during adaptation to a split-belt treadmill task. However, it influences the maintenance of learnt walking patterns, suggesting that it may be beneficial in maintaining therapeutic effects.


Subject(s)
Adaptation, Physiological/physiology , Cerebellum/physiology , Learning/physiology , Psychomotor Performance/physiology , Transcranial Direct Current Stimulation/methods , Walking/physiology , Adolescent , Adult , Double-Blind Method , Exercise Test/psychology , Humans , Male
15.
J Am Soc Nephrol ; 31(5): 1078-1091, 2020 05.
Article in English | MEDLINE | ID: mdl-32188697

ABSTRACT

BACKGROUND: Fluid overload in patients undergoing hemodialysis contributes to cardiovascular morbidity and mortality. There is a global trend to lower dialysate sodium with the goal of reducing fluid overload. METHODS: To investigate whether lower dialysate sodium during hemodialysis reduces left ventricular mass, we conducted a randomized trial in which patients received either low-sodium dialysate (135 mM) or conventional dialysate (140 mM) for 12 months. We included participants who were aged >18 years old, had a predialysis serum sodium ≥135 mM, and were receiving hemodialysis at home or a self-care satellite facility. Exclusion criteria included hemodialysis frequency >3.5 times per week and use of sodium profiling or hemodiafiltration. The main outcome was left ventricular mass index by cardiac magnetic resonance imaging. RESULTS: The 99 participants had a median age of 51 years old; 67 were men, 31 had diabetes mellitus, and 59 had left ventricular hypertrophy. Over 12 months of follow-up, relative to control, a dialysate sodium concentration of 135 mmol/L did not change the left ventricular mass index, despite significant reductions at 6 and 12 months in interdialytic weight gain, in extracellular fluid volume, and in plasma B-type natriuretic peptide concentration (ratio of intervention to control). The intervention increased intradialytic hypotension (odds ratio [OR], 7.5; 95% confidence interval [95% CI], 1.1 to 49.8 at 6 months and OR, 3.6; 95% CI, 0.5 to 28.8 at 12 months). Five participants in the intervention arm could not complete the trial because of hypotension. We found no effect on health-related quality of life measures, perceived thirst or xerostomia, or dietary sodium intake. CONCLUSIONS: Dialysate sodium of 135 mmol/L did not reduce left ventricular mass relative to control, despite improving fluid status. CLINICAL TRIAL REGISTRY NAME AND REGISTRATION NUMBER: The Australian New Zealand Clinical Trials Registry, ACTRN12611000975998.


Subject(s)
Heart Ventricles/drug effects , Hemodialysis Solutions/pharmacology , Hemodialysis, Home/methods , Hypertrophy, Left Ventricular/pathology , Renal Dialysis/adverse effects , Sodium/administration & dosage , Aged , Diabetic Nephropathies/complications , Diabetic Nephropathies/therapy , Female , Hemodialysis, Home/adverse effects , Humans , Hypertrophy, Left Ventricular/etiology , Hypertrophy, Left Ventricular/prevention & control , Hypotension/etiology , Male , Middle Aged , Organ Size/drug effects , Outpatient Clinics, Hospital , Self Care , Treatment Outcome , Water-Electrolyte Balance , Water-Electrolyte Imbalance/etiology , Water-Electrolyte Imbalance/prevention & control
16.
BMJ Open ; 10(1): e029009, 2020 01 20.
Article in English | MEDLINE | ID: mdl-31964660

ABSTRACT

INTRODUCTION: One in four diabetes patients will develop a foot ulcer over their lifetime. The role of glycaemic control in the healing of foot ulcers in diabetes patients is not supported by randomised controlled trial (RCT) data. OBJECTIVES: To determine the feasibility of an RCT of glycaemic control with intensive insulin therapy in diabetic foot ulcer, by assessing: entry criteria, fasting capillary blood glucose (FCBG) medication satisfaction and sensitivity of different ulcer-healing endpoints to glycaemic control. DESIGN: Two substudies: one cross-sectional and one single-arm prospective. SETTING: Single-centre secondary care diabetic foot clinic in New Zealand. PARTICIPANTS: Substudy 1: 78 participants consisting of all people ≥18 years with a diabetic foot ulcer presenting to the clinic over 35 weeks in 2015.Substudy 2: 15 participants from Substudy 1 consenting to intensive insulin therapy. INTERVENTION: Substudy 1: None.Substudy 2: Intensive insulin therapy with standard podiatry care over 24 weeks. OUTCOME: Substudy 1: Proportion of participants satisfying potential RCT entry criteria; medication satisfaction (Diabetes Medication Satisfaction).Substudy 2: FCBG, index ulcer healing time, index ulcer size, health-related quality of life (HRQoL; EuroQol 5 Dimensions 5 Levels and Diabetic Foot Ulcer Scale-Short Form). RESULTS: Proportion in Substudy 1 satisfying all entry criteria was 31% (95% CI 21 to 42). FCBG values decreased between baseline and study end (difference -3.7 mmol/L, 95% CI -6.5 to -0.8); 83% (95% CI 44 to 95) of ulcers healed by 24 weeks. FCBG correlated negatively with medication satisfaction. Ulcer area logarithm was most sensitive to FCBG changes, displaying significant negative correlation with HRQoL outcomes. Detecting a 30% between-group difference in this outcome (80% power, α=5%) requires 220 participants per arm, achievable within 1 year with 15 centres similar to study setting. CONCLUSIONS: An adequately powered RCT requires cooperation between a large number of centres. Ulcer area logarithm should be primary endpoint. TRIAL REGISTRATION NUMBER: ANZCTR ACTRN12617001414303.


Subject(s)
Diabetic Foot/drug therapy , Glycemic Control/methods , Hypoglycemic Agents/administration & dosage , Insulin/therapeutic use , Wound Healing/drug effects , Adult , Aged , Aged, 80 and over , Blood Glucose , Cross-Sectional Studies , Diabetic Foot/diagnostic imaging , Endpoint Determination , Feasibility Studies , Female , Glycated Hemoglobin , Humans , Hypoglycemic Agents/therapeutic use , Insulin/administration & dosage , Male , Middle Aged , New Zealand , Patient Satisfaction , Podiatry/methods , Quality of Life
17.
Spine J ; 20(1): 101-111, 2020 01.
Article in English | MEDLINE | ID: mdl-31518682

ABSTRACT

BACKGROUND: In rare cases low back pain may be caused by underlying serious pathology such as fracture, malignancy, cauda equina syndrome, or spinal infection. The lack of evidence regarding either the clinical prevalence or population incidence of serious pathologies in the lumbar spine makes it difficult for clinicians to adequately assess a patient's risk of serious pathology. PURPOSE: To determine the prevalence of serious pathologies in patients with low back pain who have been referred for a lumbar magnetic resonance imaging (MRI) by a specialist in a private secondary care or public tertiary care setting. The incidence of these serious pathologies in the geographic region of South Auckland, New Zealand was also investigated. STUDY DESIGN: Retrospective, observational cohort study. PATIENT SAMPLE: Consecutive patients referred for lumbar MRI over a 10-month period (1st of October 2013-31st of July 2014). METHOD: Data from all eligible MRI reports was analyzed and any serious pathologies were identified and recorded. Prevalence (along with 95% confidence intervals) was calculated as a percentage of the study population. Prevalence specific to private secondary care and public tertiary care settings was also calculated and prevalence rate ratios were determined to allow comparison between settings. Incidence in the geographic region of South Auckland, New Zealand, was determined using data collected from participants recruited from the regional public hospital. Population incidence with respect to age, gender, and ethnicity for each target condition was calculated and incidence rate ratios were computed to compare groups. RESULTS: A total of 2,383 participants referred for lumbar MRI scans were included in this study. Prevalence was significantly higher in the public tertiary care setting than in the private secondary care setting for all pathologies investigated in this study. Pathology specific prevalence in secondary care vs tertiary care settings was: malignancy, 0.3%, 4.4% (p<.001); fracture 2.2%, 6.7% (p<.001); cauda equina compression 0.6%, 2.3% (p=.001); infection 0.1%, 3.4% (p<.001). The combined prevalence in secondary care was 3.2% and in tertiary care 14.8% (p<.001). Pathology specific total incidence was: fracture, 13 per 100,000 person-years (p-y); malignancy 8.5 per 100,000 p-y; cauda equina compression 4.4 per 100,000 p-y; spinal infection 6.6 per 100,000 p-y. CONCLUSIONS: The prevalence of serious pathologies was significantly higher in tertiary care (public health) than in private secondary care settings. One in every 6.5 patients referred for MRI in tertiary care demonstrated structural abnormalities associated with serious pathology, which raises the question of whether access to MRI should be re-evaluated.


Subject(s)
Low Back Pain/epidemiology , Adult , Female , Humans , Incidence , Low Back Pain/diagnostic imaging , Lumbar Vertebrae/diagnostic imaging , Magnetic Resonance Imaging , Male , Middle Aged , New Zealand , Prevalence
18.
ANZ J Surg ; 89(11): 1480-1484, 2019 11.
Article in English | MEDLINE | ID: mdl-31667989

ABSTRACT

BACKGROUND: Early medical and surgical intervention in acute spinal cord injuries can improve long-term functional outcomes. This study aims to observe the effects of the New Zealand (NZ) Spinal Cord Impairment Action Plan on timing to acute decompression and comparing this to the period prior to the policy change. METHOD: Data were collected in the form a retrospective audit from medical records of 12 patients admitted to Middlemore Hospital from 2010 to 2013 prior to the NZ Spinal Cord Impairment Action Plan, and 11 patients from 2014 to 2015 following the policy change. Time of decompression is defined as either closed reduction or open reduction plus decompression. Patients were transferred from an initial regional hospital to Middlemore Hospital or directly to Middlemore Hospital following injury. Important time points were compared before and after the NZ Spinal Cord Impairment Action Plan. RESULTS: Cox regression modelling was used to compare statistical data. Following the regional policy change, patients had a shorter time of transfer between hospitals, pre-surgical work up, and hence shorter time to decompression. The mean time of injury to decompression before the policy change is 57.8 and 24.9 h after. CONCLUSION: Since implementing the NZ Spinal Cord Impairment Action Plan, time to decompression has been significantly reduced compared with the same group prior.


Subject(s)
Decompression, Surgical , Spinal Cord Injuries/surgery , Adult , Female , Health Planning , Humans , Injury Severity Score , Male , New Zealand , Retrospective Studies , Time Factors
19.
N Z Med J ; 132(1494): 26-40, 2019 05 03.
Article in English | MEDLINE | ID: mdl-31048822

ABSTRACT

AIMS: The aim of the study was to pilot the feasibility of long-term outcomes data collection from adult major trauma survivors in New Zealand. This initial paper aims to characterise the New Zealand major trauma population in terms of long-term disability and functional outcomes after major trauma. METHODS: A prospective cohort study of adults who had survived major trauma was conducted between June 2015 and December 2016 at two major trauma centres in Auckland. RESULTS: Of 256 trauma referrals, 112 (44%) were confirmed eligible and consented. One hundred completed the survey at six months and 83 at 12 months. A majority of the study sample were male (72%), under 65 years (84%), with a disproportionally higher number of Maori in the sample (23%). At six months post-injury, the majority of participants were categorised as experiencing either moderate disability (37%) or good recovery (42%). Half of the participants experienced moderate pain at both 6 and 12 months post-injury (50% and 52% respectively), and problems with their usual activities at six months post-injury (51%). CONCLUSIONS: Most study participants made a good recovery, but there was still a large group of people experiencing disability, pain and not in paid employment at 12 months post-injury.


Subject(s)
Registries , Wounds and Injuries/epidemiology , Accidents , Adult , Aged , Feasibility Studies , Female , Humans , Incidence , Length of Stay/statistics & numerical data , Male , Middle Aged , New Zealand/epidemiology , Prospective Studies , Survivors/statistics & numerical data , Treatment Outcome , Wounds and Injuries/therapy
20.
Arthritis Res Ther ; 21(1): 104, 2019 04 24.
Article in English | MEDLINE | ID: mdl-31018869

ABSTRACT

BACKGROUND: There is limited evidence supporting the long-term effect of a foot care package that includes footwear for people with gout. The aim of this study was to investigate the effectiveness of a footwear intervention on foot pain and disability in people with gout over 6 months. METHODS: Participants with gout (n = 94) were randomly allocated to either a control group (podiatric care and gout education) or footwear intervention group (podiatric care and gout education plus a commercially available athletic shoe). Measurements were undertaken at baseline and 2, 4, and 6 months. Primary outcome was foot pain severity. Secondary outcomes were overall pain, foot impairment/disability, footwear comfort, fit, ease and weight. Data were analysed using repeated measures models. RESULTS: Baseline foot pain scores were low, and no differences in foot pain scores were observed between groups over 6 months (adjusted effect estimate: - 6.7, 95% CI - 16.4 to 2.9, P = 0.17). Improvements between groups in overall pain scores (adjusted effect estimate: - 13.2, 95% CI - 22.2 to - 4.3, P < 0.01) and foot impairment/disability scores (- 4.7, 95% CI - 9.1 to - 0.3, P = 0.04) favouring the footwear intervention were observed at 2 months, but not at 4 or 6 months. Improvements between groups in footwear fit (adjusted effect estimate: - 11.1, 95% CI - 21.1 to - 1.0, P = 0.03), ease (- 13.2, 95% CI - 23.8 to - 2.7, P = 0.01) and weight (- 10.3, 95% CI - 19.8 to - 0.8, P = 0.03) favouring the footwear intervention were also observed over 6 months. Similar improvements were observed for footwear comfort at 2 and 4 months. No other differences in secondary outcomes measured were observed at 6 months (P > 0.05). CONCLUSIONS: Addition of footwear to a foot care package did not improve foot pain in people with gout. Short-term improvements in overall pain and foot impairment/disability and more durable improvements in footwear comfort and fit were observed with the footwear intervention. TRIAL REGISTRATION: ACTRN12614000209695. Registered 27 February 2014, http://www.anzctr.org.au/TrialSearch.aspx?searchTxt=ACTRN12614000209695&isBasic=True.


Subject(s)
Foot/pathology , Gout/therapy , Pain Management/methods , Pain Measurement/methods , Patient Education as Topic/methods , Shoes , Aged , Aged, 80 and over , Female , Gout/diagnosis , Gout/epidemiology , Humans , Male , Middle Aged , Pain/diagnosis , Pain/epidemiology , Treatment Outcome
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