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Nevin Manimala Statistics

Association of thyroid peroxidase antibodies and thyroglobulin antibodies with thyroid function in pregnancy – an individual participant data meta-analysis

Thyroid. 2022 May 20. doi: 10.1089/thy.2022.0083. Online ahead of print.

ABSTRACT

OBJECTIVES: Thyroid autoimmunity is common in pregnant women and associated with thyroid dysfunction and adverse obstetric outcomes. Most studies focus on thyroid peroxidase autoantibodies (TPOAbs) assessed by negative-positive dichotomy and rarely take into account thyroglobulin autoantibodies (TgAbs). This study aimed at determining the association of TPOAbs and TgAbs, respectively and interdependently, with maternal thyroid function.

METHODS: This was a meta-analysis of individual participant cross-sectional data from 20 cohorts in the Consortium on Thyroid and Pregnancy. Women with multiple pregnancy, pregnancy by assisted reproductive technology, history of thyroid disease or use of thyroid interfering medication were excluded. Associations of (log2) TPOAbs and TgAbs (with/without mutual adjustment) with cohort-specific z-scores of (log2) thyroid stimulating hormone (TSH), free triiodothyronine (FT3), total triiodothyronine (TT3), free thyroxine (FT4), total thyroxine (TT4) or T3:T4 ratio were evaluated in a linear mixed model.

RESULTS: In total, 51,138 women participated (51,094 had TPOAb-data and 27,874 TgAb-data). Isolated TPOAb-positivity was present in 4.1% (95% confidence interval(CI):3.0-5.2), isolated TgAb-positivity in 4.8% (95%CI:2.9-6.6), and positivity for both antibodies in 4.7% (95%CI:3.1-6.3). Compared to antibody-negative women, TSH was higher in women with isolated TPOAb-positivity (z-score increment 0.40, 95% confidence interval(CI):0.16-0.64) and TgAb-positivity (0.21,95%CI:0.10-0.32), but highest in those positive for both antibodies (0.54,95%CI:0.36-0.71). There was a dose-response effect of higher TPOAb and TgAb concentrations with higher TSH (TSH z-score increment for TPOAbs 0.12,95%CI:0.09-0.15, TgAbs 0.08,95%CI:0.02-0.15)). When adjusting analyses for the other antibody, only the association of TPOAbs remained statistically significant. Higher TPOAb concentration was associated with lower FT4 (p<0.001) and higher T3:T4 ratio (0.09, 95%CI:0.03-0.14), however, the association with FT4 was not significant when adjusting for TgAbs (p=0.16).

CONCLUSIONS: This individual participant data meta-analysis demonstrated an increase in TSH with isolated TPOAb-positivity and TgAb-positivity, respectively, which was amplified for individuals positive for both antibodies. There was a dose-dependent association of TPOAbs, but not TgAbs, with TSH when adjusting for the other antibody. This supports current practice of using TPOAbs in initial laboratory testing of pregnant women suspected of autoimmune thyroid disease. However, studies on the differences between TPOAb- and TgAb-positive women are needed to fully understand the spectrum of phenotypes.

PMID:35596568 | DOI:10.1089/thy.2022.0083

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Nevin Manimala Statistics

Cost effectiveness of clinical interventions for delirium: A systematic literature review of economic evaluations

Acta Psychiatr Scand. 2022 May 20. doi: 10.1111/acps.13457. Online ahead of print.

ABSTRACT

OBJECTIVE: Little is known about the economic value of clinical interventions for delirium. This review aims to synthesise and appraise available economic evidence, including resource use, costs, and cost-effectiveness of interventions for reducing, preventing, and treating delirium.

METHODS: Systematic review of published and grey literature on full and partial economic evaluations. Study quality was assessed using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS).

RESULTS: Fourteen economic evaluations (43% full, 57% partial) across nine multicomponent and nonpharmacological intervention types met inclusion criteria. The intervention costs ranged between US$386-$553 per person in inpatient settings. Multicomponent delirium prevention intervention and the Hospital Elder Life Program (HELP) reported statistically significant cost savings or cost offsets somewhere else in the health system. Cost savings related to inpatient, outpatient, and out-of-pocket costs ranged between $194-$6022 per person . The average CHEERS score was 74% (±SD 10%).

CONCLUSION: Evidence on a joint distribution of costs and outcomes of delirium interventions was limited, varied and of generally low quality. Directed expansion of health economics towards the evaluation of delirium care is necessary to ensure effective implementation that meets patients’ needs and is cost-effective in achieving similar or better outcomes for the same or lower cost.

PMID:35596552 | DOI:10.1111/acps.13457

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Nevin Manimala Statistics

Prevalence, Beliefs, and the Practice of the Use of Herbal and Dietary Supplements Among Adults in Saudi Arabia: An Observational Study

Inquiry. 2022 Jan-Dec;59:469580221102202. doi: 10.1177/00469580221102202.

ABSTRACT

Background and Aim: Alternative treatments for respiratory disorders attempt to prevent or relieve symptoms and enhance functions. Furthermore, substantial evidence shows that several herbal medicines have been clinically effective against respiratory disorders. Thus this study assesses the Saudi students’ use, beliefs, and practices related to herbal and dietary supplements for the possible prevention of respiratory infections. Methods: A cross-sectional web-based survey was designed using Google Forms to collect the data from the healthcare and non-healthcare students currently pursuing their courses at King Saud University, Riyadh, Saudi Arabia. The data was collected over 4 months, from November 2021 to February 2022, using convenience sampling with a 25-item questionnaire. A statistical package for social sciences, SPSS 26, was used to analyze the data. Results: A total of 274 participants responded to the study. The mean age of the respondents was 21.9 ± 3.08 (mean (SD)). The prevalence of herbal medicine (HM) was found to be 62.7% (n = 172). Around 48.5% (n = 133) of the respondents occasionally used some form of HM during the period of an illness associated with a respiratory infection. About 66% of the respondents agreed that using HMs prevents or controls respiratory symptoms and strengthens immunity. A majority (75.2%) of the respondents agreed that ginger extract possesses antiviral and immunity-boosting properties, followed by garlic extract (59.5%), cinnamon (39.4%), and lemongrass (38.3%). In addition, between 37% and 45.6% of the respondents agreed that vitamin C and vitamin D intake helps in boosting immunity and reducing the likelihood of developing respiratory infections. The overall mean of the positive beliefs and practice score was 9.6 (range 0-14). The mean positive beliefs and practice scores were significantly higher for males (11.4 ± 3.2) compared to females (8.6 ± 3.6) (P < .001). The numbers were not significantly different regardless of the source of information (9.6 ± 3.5), respondents being in health colleges (8.9 ± 4.1) or non-health colleges (9.8 ± 3.7), them being previously or currently infected (9.7 ± 3.8), the absence of infection (9.7 ± 3.8), or the respondents possessing a history of chronic diseases (10.5 ± 3.9) or not (9.5 ± 3.7) (P > .05). Conclusions: This study found a relatively high prevalence of herbal and dietary supplements’ use, positive beliefs, and practices to strengthen one’s immunity against respiratory symptoms.

PMID:35596542 | DOI:10.1177/00469580221102202

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Nevin Manimala Statistics

Extending multivariate Student’s- t $$ t $$ semiparametric mixed models for longitudinal data with censored responses and heavy tails

Stat Med. 2022 May 20. doi: 10.1002/sim.9443. Online ahead of print.

ABSTRACT

This article extends the semiparametric mixed model for longitudinal censored data with Gaussian errors by considering the Student’s t$$ t $$ -distribution. This model allows us to consider a flexible, functional dependence of an outcome variable over the covariates using nonparametric regression. Moreover, the proposed model takes into account the correlation between observations by using random effects. Penalized likelihood equations are applied to derive the maximum likelihood estimates that appear to be robust against outlying observations with respect to the Mahalanobis distance. We estimate nonparametric functions using smoothing splines under an EM-type algorithm framework. Finally, the proposed approach’s performance is evaluated through extensive simulation studies and an application to two datasets from acquired immunodeficiency syndrome clinical trials.

PMID:35596519 | DOI:10.1002/sim.9443

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Nevin Manimala Statistics

Exercise therapy reporting in clinical trials for chronic neck pain: A systematic review

Musculoskeletal Care. 2022 May 20. doi: 10.1002/msc.1644. Online ahead of print.

ABSTRACT

OBJECTIVE: The aim of this systematic review was to assess the reproducibility of exercise therapy used in clinical trials for chronic neck pain (CNP) based on reported items from the Template for Intervention Description and Replication (TIDieR) and the Consensus on Exercise Reporting Template (CERT) checklists.

METHODS: Two researchers systematically searched, screened, and selected trials that assessed exercise therapy for CNP between 2000 and 2021 from PubMed, CINAHL, and Ovid Medline. Included studies were published in English, and study participants experienced neck pain for longer than 3 months. Thoroughness of reporting of exercise therapy was assessed using the TIDierR and CERT checklists. Methodological quality of each study was screened with the Revised Cochrane Risk of Bias Tool. Data analysis was performed for descriptive and correlational statistics.

RESULTS: Sixty-three clinical trials using exercise therapy for treatment of CNP met the inclusion criteria. No study reported all TIDieR or CERT items. The mean number of items reported was 5.44 (SD 2.40, range of 1-11) on the TIDieR, and 8.27 (SD 4.14, range of 0-17) for the CERT. Risk of bias was high for 30 studies (47.6%), somewhat concerning for 20 studies (31.7%), and low for 13 studies (21.7%). Higher risk of bias was associated with a lower number of TIDieR and CERT items reported.

DISCUSSION & CONCLUSION: The majority of exercise therapy trials for CNP lack proper reporting, limiting reproducibility of the interventions in real world clinical practice and follow-on research. After checklists were published, reporting did not improve.

PMID:35596275 | DOI:10.1002/msc.1644

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Nevin Manimala Statistics

Impact of the Timing of Integrated Home Palliative Care Enrolment on Emergency Department Visits

Int J Health Policy Manag. 2022 May 17. doi: 10.34172/ijhpm.2022.5783. Online ahead of print.

ABSTRACT

BACKGROUND: The association between timing of integrated home palliative care (IHPC) enrolment and emergency department (ED) visits is still under debate, and no studies investigated the effect of the timing of IHPC enrolment on ED visits, according to their level of emergency. This study aimed to investigate the impact of the timing of IHPC enrolment on different acuity ED visits.

METHODS: A retrospective, pre-/post-intervention study was conducted from 2013 to 2019 in Italy. Analyses were stratified by IHPC duration (short ≤30 days; medium 31-90 days; long >90 days) and triage tags (white/green: low level of emergency visit; yellow/red: medium-to-high level). The impact of the timing of IHPC enrolment was evaluated in two ways: incidence rate ratios (IRRs) of ED visits were determined (1) before and after IHPC enrolment in each group and (2) post-IHPC among groups.

RESULTS: A cohort of 17 983 patients was analysed. Patients enrolled early in the IHPC programme had a significantly lower incidence rate of ED visits than the pre-enrolment period (IRR=0.65). The incidence rates of white/green and yellow/red ED visits were significantly lower post-IHPC enrolment for patients enrolled early (IRR=0.63 and 0.67, respectively). All results were statistically significant (P<.001). Comparing the IHPC groups after enrolment versus the short group, medium and long IHPC groups had a significant reduction of ED visits (IRR=0.37, IRR=0.14 respectively), showing a relation between the timing of IHPC enrolment and the incidence of ED visits. A similar trend was observed after accounting for triage tags of ED visits.

CONCLUSION: The timing of IHPC enrolment is related with a variation of the incidence of ED visits. Early IHPC enrolment is related to a high significant reduction of ED visits when compared to the 90-day pre-IHPC enrolment period and to late IHPC enrolment, accounting for both low-level and medium-to-high level emergency ED visits.

PMID:35596272 | DOI:10.34172/ijhpm.2022.5783

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Nevin Manimala Statistics

Factors Predicting Organizational Commitment of Nurses in General Hospitals: A Descriptive-predictive Study

Nurs Health Sci. 2022 May 20. doi: 10.1111/nhs.12953. Online ahead of print.

ABSTRACT

This descriptive-predictive, cross-sectional study aimed to explore organizational commitment and to determine the predictability of years of experience, level of education, position, perceived organizational support, and work-life balance on each component of organizational commitment. The participants included 234 nurses who were randomly selected from four general hospitals in the Republic of the Union of Myanmar. The research instruments included a demographic data form, the Organizational Commitment Scale, the Survey of Perceived Organizational Support, and the Work-Life Balance Scale. The data were analyzed using descriptive statistics and stepwise multiple regression. The results revealed that the nurses perceived the three components of organizational commitment at a moderate level. Years of experience, position, perceived organizational support, and work-life balance explained 38.0% of the total variance for affective commitment, 28.3% for continuance commitment, and 35.9% for normative commitment. The findings of this study can inform administrators and policymakers regarding the development of strategies to improve organizational commitment among nurses based on four predictors. This article is protected by copyright. All rights reserved.

PMID:35596260 | DOI:10.1111/nhs.12953

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The polytomous discrimination index for prediction involving multistate processes under intermittent observation

Stat Med. 2022 May 20. doi: 10.1002/sim.9441. Online ahead of print.

ABSTRACT

With the increasing importance of predictive modeling in health research comes the need for methods to rigorously assess predictive accuracy. We consider the problem of evaluating the accuracy of predictive models for nominal outcomes when outcome data are coarsened at random. We first consider the problem in the context of a multinomial response modeled by polytomous logistic regression. Attention is then directed to the motivating setting in which class membership corresponds to the state occupied in a multistate disease process at a time horizon of interest. Here, class (state) membership may be unknown at the time horizon since disease processes are under intermittent observation. We propose a novel extension to the polytomous discrimination index to address this and evaluate the predictive accuracy of an intensity-based model in the context of a study involving patients with arthritis from a registry at the University of Toronto Centre for Prognosis Studies in Rheumatic Diseases.

PMID:35596238 | DOI:10.1002/sim.9441

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Nevin Manimala Statistics

Population Genetic Characteristics and Mating Type Frequency of Venturia effusa from Pecan in South America

Phytopathology. 2022 May 20. doi: 10.1094/PHYTO-01-22-0031-R. Online ahead of print.

ABSTRACT

Scab, caused by the plant pathogenic fungus Venturia effusa, is a major disease of pecan in South America, resulting in loss of quantity and quality of nut yield. Characteristics of the populations of V. effusa in South America are unknown. We used microsatellites to describe the genetic diversity and population structure of V. effusa in South America, and determined the mating type status of the pathogen. The four hierarchically sampled orchard populations from Argentina (AR), Brazil (BRC and BRS) and Uruguay (UR) had moderate to high genotypic and gene diversity. There was evidence of population differentiation (Fst = 0.196), but the correlation between geographic distance and genetic distance was not statistically significant. Genetic differentiation was minimal between the UR, BRC and BRS populations, and these populations were more clearly differentiated from the AR population. The MAT1-1 and MAT1-2 mating types occurred in all four orchards, their frequencies did not deviate from the 1:1 ratio expected under random mating, but multilocus linkage equilibrium was rejected in three of the four populations. The population genetics of South America populations of V. effusa has many similarities to the population genetics of V. effusa previously described in the U.S.A. Characterizing the populations genetics and reproductive systems of V. effusa are important to establish the evolutionary potential of the pathogen, and thus its adaptability – and can provide a basis for informed approaches to utilizing available host resistance and determining phytosanitary needs.

PMID:35596236 | DOI:10.1094/PHYTO-01-22-0031-R

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Nevin Manimala Statistics

Influence of irradiation distance on the mechanical performances of resin composites polymerized with high-irradiance light curing units

Biomater Res. 2022 May 20;26(1):18. doi: 10.1186/s40824-022-00267-5.

ABSTRACT

BACKGROUND: The aim of this study was to evaluate the influence of increased irradiation distance on the flexural strength (FS), dentin micro-shear bond strength (μSBS), and the degree of conversion (DC) of bulk-fill flowable, conventional flowable, and packable resin composites.

METHODS: The resin composites tested were Surefil® SDR™ (SDR), Filtek Z350 XT Flowable Restorative A2 shade (Z3F), and Filtek Z350 XT Universal Restorative A2 shade (Z3P). Specimens were cured at four irradiation distances (0, 2, 4, and 8 mm) with an Elipar DeepCure-S LED curing light for 20 s. FS tests were performed (n = 15) using bar-shaped specimens (8 mm × 2 mm × 2 mm) of the resin composites. μSBS tests were performed on the occlusal surfaces of extracted third molars from humans that were ground to expose dentin (n = 15). DC was measured by using Raman spectroscopy on the top and bottom surfaces of disk specimens (2-mm thick) (n = 3). To further investigate whether extended irradiation times could compensate for reduced irradiance, additional Z3P specimens were prepared, which were light-cured at 8-mm distances for 40 and 60 s and subjected to FS tests, μSBS tests, and Raman spectroscopy. Both two-way and one-way ANOVA were used for statistical analyses.

RESULTS: Both FS and DC of Z3P specimens cured at an 8-mm distance were significantly lower than those cured at shorter distances (p < 0.05), whereas the FS and DC of the Z3F and SDR specimens were not significantly influenced by increasing distances. The μSBSs of the three types of resin composites reduced with increasing irradiation distances. The FS, μSBS, and DC of the Z3P specimen light-cured at 8 mm for 40 s were comparable to those of the Z3P specimen cured at 0 mm for 20 s.

CONCLUSIONS: Increasing the irradiation distance to 8 mm can have a deleterious influence on mechanical performances, including the FS, DC, and dentin μSBS, of the resin composites polymerized with high-irradiance light curing units.

PMID:35596228 | DOI:10.1186/s40824-022-00267-5