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Nevin Manimala Statistics

The Influence of Parkinson’s Disease on Outcome and Complication Rate of Reverse Total Shoulder Arthroplasty: A Matched Group Analysis

Orthopedics. 2021 Mar-Apr;44(2):86-91. doi: 10.3928/01477447-20210217-02. Epub 2021 Mar 1.

ABSTRACT

Parkinson’s disease (PD) is associated with a higher complication rate after common orthopedic procedures, such as spinal fusion, knee arthroplasty, or hip arthroplasty. A few reports have also suggested higher complication rates after reverse total shoulder arthroplasty (RTSA). The aim of this study was to assess the outcome and complication profile of patients with RTSA and PD. A total of 17 patients (mean age, 73.9±9.5 years) with PD and RTSA with a minimum follow-up of 2 years were identified on screening of the authors’ institutional RTSA database. These patients were compared with a 1:4 matched cohort group of 68 patients (mean age, 73.9±7.9 years) without PD. Complications and revisions for all patients were assessed by review of medical records. Outcome scores included the Constant-Murley score and the Subjective Shoulder Value. At a mean follow-up of 49.5±24 months, statistically significant improvements were obtained in postoperative Subjective Shoulder Value, Constant-Murley score, pain, flexion, abduction, internal rotation, and strength for both groups. However, the control group had significantly greater improvements in flexion, abduction, strength, Subjective Shoulder Value, and Constant-Murley score. Postoperative complications (35% vs 6%; odds ratio, 8.7) and reinterventions (29% vs 1%; odds ratio, 27.9) were substantially greater for patients with PD, with the most frequent complications being fractures of the scapular spine and the acromion. Reverse total shoulder arthroplasty is associated with a significantly higher complication rate and revision rate and an inferior outcome in patients with PD compared with neurologically healthy patients. Indications for RTSA should be carefully evaluated and questioned for patients with PD. [Orthopedics. 2021;44(2):86-91.].

PMID:34038696 | DOI:10.3928/01477447-20210217-02

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Nevin Manimala Statistics

Pre-operative Atrial Fibrillation and Early Right Ventricular Failure after Left Ventricular Assist Device Implantation: A Systematic Review and Meta-Analysis

Am Heart J. 2021 May 23:S0002-8703(21)00138-1. doi: 10.1016/j.ahj.2021.05.009. Online ahead of print.

ABSTRACT

BACKGROUND: Right ventricular failure (RVF) remains a major cause of morbidity and mortality after left ventricular assist device (LVAD). Atrial fibrillation (AF) is known for its deleterious effects on cardiac function and hemodynamics. The association of pre-operative AF with the risk of early post-LVAD RVF has not been well described.

METHOD: A comprehensive literature search was performed through April, 9 2021. Cohort studies comparing the risk of post-operative RVF and/or need for right ventricular assist device (RVAD) after LVAD in patients with or without AF were included. Pooled odds ratio (OR) with 95% confidence intervals (CI) and I2 statistic were calculated using the random-effects model.

RESULTS: Six studies were included in the analysis. Post-operative RVF was reported in 5 studies (1,841 patients) and RVAD use was reported in 4 studies (1,355 patients). There is a non-significant trend toward a higher risk of post-operative RVF in the AF group (pooled OR=1.25, 95%CI=0.99-1.58). No significant association between AF and RVAD use is noted (pooled OR=1.17, 95%CI=0.82-1.66).

CONCLUSIONS: Pre-operative AF is not significantly associated with higher risks of post-operative RVF and RVAD use after LVAD implantation, although the trend toward higher post-operative RVF is observed in patients with pre-operative AF. Additional research using a larger study population is warranted to better understand the association of pre-operative AF and the development of post-LVAD RVF.

PMID:34038705 | DOI:10.1016/j.ahj.2021.05.009

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Nevin Manimala Statistics

Boosting Automated Sleep Staging Performance in Big Datasets using Population Sub-grouping

Sleep. 2021 May 26:zsab027. doi: 10.1093/sleep/zsab027. Online ahead of print.

ABSTRACT

Current approaches to automated sleep staging from the electroencephalogram (EEG) rely on constructing a large labeled training and test corpora by aggregating data from different individuals. However, many of the subjects in the training set may exhibit changes in the EEG that are very different from the subjects in the test set. Training an algorithm on such data without accounting for this diversity can cause underperformance. Moreover, test data may have unexpected sensor misplacement or different instrument noise and spectral responses. This work proposes a novel method to learn relevant individuals based on their similarities effectively. The proposed method embeds all training patients into a shared and robust feature space. Individuals that share strong statistical relationships and are similar based on their EEG signals are clustered in this feature space before being passed to a deep learning framework for classification. Using 994 patient EEGs from the 2018 Physionet Challenge (≈ 6,561 hours of recording), we demonstrate that the clustering approach significantly boosts performance compared to state-of-the-art deep learning approaches. The proposed method improves, on average, a precision score from 0.72 to 0.81, a sensitivity score from 0.74 to 0.82, and a Cohen’s Kappa coefficient from 0.64 to 0.75 under 10-fold cross-validation.

PMID:34038560 | DOI:10.1093/sleep/zsab027

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Nevin Manimala Statistics

Polygenic risk score for Alzheimer’s Disease in Caribbean Hispanics

Ann Neurol. 2021 May 26. doi: 10.1002/ana.26131. Online ahead of print.

ABSTRACT

OBJECTIVE: Polygenic risk scores (PRSs) assess the individual genetic propensity to a condition by combining sparse information scattered across genetic loci, often displaying small effect sizes. Most PRSs are constructed in European-ancestry populations, limiting their use in other ethnicities. Here we constructed and validated a PRS for late-onset Alzheimer’s Disease (LOAD) in Caribbean Hispanics (CH).

METHODS: We employed a CH discovery (N=4,312) and independent validation sample (N=1,850) to construct an ancestry-specific PRS (“CH-PRS”) and evaluated its performance alone and with other predictors using the area under curve (AUC) and logistic regression (strength of association with LOAD and statistical significance). We tested if CH-PRS predicted conversion to LOAD in a subsample with longitudinal data (N=1,239). We also tested the CH-PRS in an independent replication CH cohort (N=200) and brain autopsy cohort (N=33). Finally, we tested the effect of ancestry on PRS by employing European and African American discovery cohorts to construct alternative PRSs (“EUR-PRS”, “AA-PRS”).

RESULTS: The full model (LOAD ~ CH-PRS + sex + age + APOE-&ip.eop;4), achieved an AUC=74% (ORCH-PRS =1.51 95%CI=1.36-1.68), raising to >75% in APOE-&ip.eop;4 non-carriers. CH-PRS alone achieved an AUC=72% in the autopsy cohort, raising to AUC=83% in full model. Higher CH-PRS was significantly associated with clinical LOAD in the replication CH cohort (OR=1.61, 95%CI=1.19-2.17) and significantly predicted conversion to LOAD (HR=1.93, CI=1.70-2.20) in the longitudinal subsample. EUR-PRS and AA-PRS reached lower prediction accuracy (AUC=58% and 53%, respectively).

INTERPRETATION: Enriching diversity in genetic studies is critical to provide an effective PRS in profiling LOAD risk across populations. This article is protected by copyright. All rights reserved.

PMID:34038570 | DOI:10.1002/ana.26131

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Nevin Manimala Statistics

Clinical Outcomes With a New Continuous Range of Vision Presbyopia-Correcting Intraocular Lens

J Refract Surg. 2021 Apr;37(4):256-262. doi: 10.3928/1081597X-20210209-01. Epub 2021 Apr 1.

ABSTRACT

PURPOSE: To evaluate the clinical outcomes including patient-reported outcome measures in a sample of eyes undergoing bilateral cataract surgery with implantation of a new model of presbyopia-correcting intraocular lens (IOL).

METHODS: This non-randomized prospective case series enrolled 206 eyes of 103 patients undergoing phacoemulsification cataract surgery with bilateral implantation of the TECNIS Synergy IOL (Johnson & Johnson Vision). High and low contrast visual acuity, refractive, defocus curve, and patient-reported visual performance (Catquest-9SF questionnaire) outcomes were evaluated during a 3-month follow-up.

RESULTS: A total of 96.1% (99 of 103) and 91.3% (94 of 103) of patients achieved binocular postoperative uncorrected distance (UDVA) and near visual acuity (UNVA) of 0.00 logMAR (20/20), respectively. Mean postoperative mesopic UNVA for both eyes was 0.14 ± 0.03 logMAR. Likewise, mean binocular UDVA and UNVA were 0.00 ± 0.03 and 0.04 ± 0.02 logMAR. An almost flat mean defocus curve was obtained, with visual acuities between 0.00 and 0.10 logMAR for most defocus levels in both eyes. A reduction of contrast led to a limited but statistically significant change in UNVA in both eyes (P < .001). The Rasch calibrated scoring of item 2 and the Rasch calibrated mean score of the Catquest-9SF questionnaire increased significantly with surgery (P < .001).

CONCLUSIONS: This new presbyopia-correcting IOL provides a continuous range of functional focus, with a limited deterioration under mesopic conditions, which is perceived as a satisfactory outcome by the patient if proper patient selection is performed. [J Refract Surg. 2021;37(4):256-262.].

PMID:34038663 | DOI:10.3928/1081597X-20210209-01

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Nevin Manimala Statistics

Evolving factors influencing consumers’ attitudes towards the use of eHealth applications: implications on the future of Neom

Int Health. 2021 May 26:ihab020. doi: 10.1093/inthealth/ihab020. Online ahead of print.

ABSTRACT

BACKGROUND: Factors affecting the adoption and use of eHealth applications have been extensively researched from different perspectives in different regions. However, with the changing circumstances (e.g. the coronavirus disease 2019 pandemic), new influencing factors might evolve and can influence the attitudes of consumers towards using eHealth applications. The purpose of this study was to identify and evaluate the evolving factors affecting consumer attitudes towards the use of eHealth applications and provide implications for the future of Neom.

METHODS: An online survey questionnaire was used to collect data from 976 eHealth consumers in Saudi Arabia, which included 527 male and 449 female participants. Findings were analysed using the statistical means and standard deviations for each item in the questionnaire to analyse the role of each factor in depth. Statistical t-tests were used to identify significant differences between the groups categorised by age and gender.

RESULTS: ‘Necessity but not interest’ (mean 4.5 [standard deviation {SD} 1.12]) and fear (mean 4.5 [SD 1.13]) and psychological factors including depression (mean 4.4 [SD 1.54]), stress (mean 4.2 [SD 1.09]) and anxiety (mean 4.3 [SD 1.61]) were identified to be major evolving influencing factors, while other factors including performance expectancy, ease of use, enjoyment and incentives were identified to be comparatively less influential.

CONCLUSIONS: Increasing adoption of eHealth mainly due to necessity but not out of interest can have serious implications for patients and the adoption of eHealth technologies in the future.

PMID:34038551 | DOI:10.1093/inthealth/ihab020

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Nevin Manimala Statistics

Simulation of the Movement of a Locust Swarm in Argentina in 2020

Neotrop Entomol. 2021 May 26. doi: 10.1007/s13744-021-00883-1. Online ahead of print.

ABSTRACT

This work presents a simulation for the trajectory of a locust swarm of the species Schistocerca cancellata (Audinet-Serville), between May 22nd and July 29th, 2020, in Argentina. To obtain the directions, temperature, and intensities of the wind, used to determine the daily traveled distance of the insects, the data of weather forecast from Weather Research and Forecasting (WRF) model are used. A statistical analysis shows the effectiveness of the forecast model used in comparison with the real data given by SENASA, which provides latitude and longitude coordinates for the cited period. The results found for the movement of the cloud were satisfactory, they matched with the real data, identifying that temperature and wind speed have a great influence on the movement of locust swarms. The methodology used allows monitoring in real-time their movement, predicting the trajectory and making it possible to plan actions by government control agencies with pesticides in convenient areas.

PMID:34037969 | DOI:10.1007/s13744-021-00883-1

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Nevin Manimala Statistics

The Alliance-Outcome Association in Couple Therapy: A Common Fate Model

Fam Process. 2021 May 26. doi: 10.1111/famp.12666. Online ahead of print.

ABSTRACT

The working alliance has been shown to be a robust predictor of couple therapy outcomes. However, there are still questions regarding the best way to conceptualize and analyze the association between the alliance and outcomes in the couple therapy context. This study presents results from a relatively novel analytic approach for evaluating the alliance and therapy outcomes via the shared influence model (i.e., common fate statistical methodology) with 93 couples who had at least three sessions. Examining the alliance in couple therapy this way allows for nuance in conceptualizing the process of the alliance among partners and the therapist in couple therapy. Empirically, the question that remains is whether the shared experience of the alliance between partners is a stronger predictor of therapy outcome as compared to the unique individual experiences of the alliance. This approach has not yet been utilized to model the couple alliance-outcome association. Results revealed that the shared influence model demonstrated a significant association between the alliance and therapy outcome. Specifically, the couple-level alliance construct was adequately represented from the partners’ alliance ratings with the therapist, and couples that report higher shared alliance experiences were also likely to have better therapy outcomes. These findings suggest that conceptualizing and analyzing the alliance at the couple level may be strongly advantageous. Implications for research and practice are provided.

PMID:34037992 | DOI:10.1111/famp.12666

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Monopolar Radiofrequency for reposing fat planes and facial rejuvenation: A prospective study on 30 subjects towards true antiaging

J Cosmet Dermatol. 2021 May 26. doi: 10.1111/jocd.14255. Online ahead of print.

ABSTRACT

BACKGROUND: Monopolar radiofrequency(MRF) for facial rejuvenation works by diffusely heating the dermis and subdermal fibro-septal network. Immediate collagen contraction and long-term neo-collagenesis produce anti-aging effects.

AIM: To lift and repose drooping fat planes along their vectors of descent to restore natural, youthful contours using MRF and to objectively measure, quantify and analyse the anti-aging effects of MRF on the backdrop of functional facial anatomy.

METHODS: This was a prospective study on 30 subjects aged 25-65 years who underwent three sessions of MRF (Exilis,BTL Aesthetics) with a modified protocol at weekly intervals. Clinical evaluation at baseline and 4 weeks after the final session was done according to the Global drooping and wrinkle classification & scoring system(GDWCSS) and statistically evaluated. Two patients each were analyzed with Ultrasound and Vectra-H1 imaging for change in subcutaneous fat depth and volume over different facial areas, respectively.

RESULTS: There was improvement in all parameters (volume alteration and wrinkles) of the GDWCSS, of which improvement in cases that had baseline severe(grade-4) temporal fat loss, malar fat loss, periorbital hollowing and puffiness was statistically significant. The results of imaging supported the clinical findings.

CONCLUSION: MRF targets facial collagen as deep as the facial fat, thereby achieving ‘reversal’ of the grooves and bulges of aging with subtle volume re-distribution and favorable ‘remoulding’ of fat pads. The result is simultaneous skin tightening, lifting and contouring in manner that is natural, regenerative and corrective. Given its versatility, efficacy, safety and tolerability, it is emerging as a power-player in the dermatologist’s anti-aging armamentarium.

PMID:34038038 | DOI:10.1111/jocd.14255

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Nevin Manimala Statistics

Association Between Conflicts of Interest and Authors’ Positions on Harms of Varenicline: a Cross-Sectional Analysis

J Gen Intern Med. 2021 May 26. doi: 10.1007/s11606-021-06915-1. Online ahead of print.

ABSTRACT

BACKGROUND: Few studies have investigated the relationship between industry funding/conflicts of interest and authors’ positions in opinion pieces on drug safety. Harmful effects of varenicline, a treatment for smoking cessation, have been highly contested.

OBJECTIVE: To examine the association between pharmaceutical industry funding/authors’ financial conflicts of interest and position on varenicline in opinion articles, especially in relation to the minimization of harms; to assess whether opinion pieces on drug safety issues written by authors with conflicts of interest are more frequently cited in the news or social media.

DESIGN: Cross-sectional analysis.

PARTICIPANTS: English language opinion pieces and narrative reviews about varenicline published between May 2006 and February 2019.

MAIN MEASURES: Odds ratios and 95% confidence intervals; the Mann-Whitney two-sample statistic was used to test for differences in Altmetric scores, a measure of media attention.

KEY RESULTS: Of the 221 included articles, 30.3% (67) disclosed the funding source and 62.9% (139) disclosed authors’ conflicts of interest. Authors of opinion pieces on varenicline who reported financial ties to the pharmaceutical industry (as a conflict of interest or funding source) were more likely to minimise the cardiovascular and psychiatric risk of varenicline compared to those without conflicts of interest or industry funding (OR: 4.00; 95% CI: 1.32 to 12.16 for cardiovascular risk; OR: 8.51; 95% CI: 3.79 to 19.11 for psychiatric risk). These associations persisted in sensitivity analyses. No statistically significant difference in Altmetric score was found between articles with (mean 15.83, median 3) and without (mean 11.90, median 1) conflicts of interest, indicating similar media attention (p-value=0.11).

CONCLUSIONS: We found that authors with financial ties to drug companies were more likely to publish opinion pieces that minimised harms of varenicline. These results raise questions about journals’ editorial policies to accept reviews of treatments from authors with financial relationships with manufacturers.

PMID:34037923 | DOI:10.1007/s11606-021-06915-1