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Nevin Manimala Statistics

Structural Abnormalities in Pediatric Moyamoya Disease Revealed by Clinical Magnetic Resonance Imaging, Regionally Distributed Relative Signal Intensities and Volumes

Int J Dev Neurosci. 2021 Dec 30. doi: 10.1002/jdn.10167. Online ahead of print.

ABSTRACT

Moyamoya disease (MMD) is a rare, progressive cerebrovascular disorder, with an unknown etiology and pathogenesis. It is characterized by steno-occlusive changes at the terminal portion of the internal carotid artery (ICA), which is accompanied by variable development of the basal collaterals called moyamoya vessels. In this study, we investigate the potential for structural T1 magnetic resonance imaging (MRI) to help characterize MMD clinically, with the help of regionally distributed relative signal intensities (RRSIs) and volumes (RRVs). These RRSIs and RRVs provide the ability to characterize aspects of regional brain development and represent an extension to existing automated biomarker extraction technologies. This study included 269 MRI examinations from MMD patients and 993 MRI examinations from neurotypical controls, with regional biomarkers compared between groups with the area under the receiver operating characteristic curve (AUC). Results demonstrate abnormal presentation of RRSIs and RRVs in the insula (15-20 year old cohort, left AUC: 0.74, right AUC: 0.71), and the lateral orbitofrontal region (5-10 year old cohort, left AUC: 0.67; 15-20 year cohort, left AUC: 0.62, right AUC: 0.65). Results indicate that RRSIs and RRVs may help in characterizing brain development, assist in the assessment of the presentation of the brains of children with MMD, and may help overcome standardization challenges in multi-protocol clinical MRI. Further investigation of the potential for RRSIs and RRVs in clinical imaging is warranted and supported through the release of open source software.

PMID:34969179 | DOI:10.1002/jdn.10167

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Nevin Manimala Statistics

Influence of ATOMS implant on the voiding phase of patients with post-prostatectomy urinary incontinence

Neurourol Urodyn. 2021 Dec 30. doi: 10.1002/nau.24856. Online ahead of print.

ABSTRACT

OBJECTIVE: To assess changes in voiding phase, especially urethral resistance after post-prostatectomy urinary incontinence (PPI) treatment with the Adjustable TransObturator Male System (ATOMS).

MATERIAL AND METHODS: A longitudinal prospective study was performed on 45 men treated with ATOMS for PPI, with the intention to evaluate the changes produced by the implant on the voiding phase. Patients with preoperative urodynamic study were offered postoperative urodynamic evaluation, and both studies were compared. The following urodynamic date were evaluated: maximum voiding detrusor pressure, detrusor pressure at maximum flow rate, maximum flow rate (Qmax), voiding volume, post-void residue, bladder outlet obstruction index (BOOI), urethral resistance factor (URA), and bladder contractility index (BCI). The statistical analysis used were the mean comparison test for dependent groups (Student’s t test) for parametric variables and the Wilcoxon test for non-parametric variables. The signification level was set at 95% bilateral.

RESULTS: A total of 37 patients (82.2%) used zero pads/day at the time of urodynamic postoperative evaluation and pad-test evolved from 592 ± 289 ml baseline to 25 ± 40 ml (p = 0.0001). Significant differences were observed in Qmax (15 ± 8.3 before and 11 ± 8.3 after surgery; p = 0.008), voiding volume (282 ± 130.7 before and 184 ± 99.92 after surgery). BOOI (-12 ± 23.9 before and -2 ± 21.4 after surgery; p = 0.025) and BCI (93 ± 46.4 before and 76 ± 46.0 after surgery; p = 0.044). In no case did we observe postoperative bladder outlet obstruction, according to URA parameter below 29 cm H2 O in all cases. There was not a significant variation either in post-void urinary residual volume (15 ± 47.4 before and 14 ± 24.2 after surgery, p = 0.867).

CONCLUSIONS: The ATOMS implant induces a decrease of Qmax, voided volume, and bladder contractility and an increase of BOOI. However, our findings suggest that ATOMS device does not cause bladder outlet obstruction.

PMID:34969148 | DOI:10.1002/nau.24856

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Nevin Manimala Statistics

A longitudinal study investigating the relationships among multicultural receptivity, sense of community, and self-esteem of Korean adolescents

J Community Psychol. 2021 Dec 30. doi: 10.1002/jcop.22782. Online ahead of print.

ABSTRACT

The relative homogeneity in ethnicity and language of native Koreans and their highly competitive lifestyle, especially among adolescents preparing for college, have limited their solidarity with heterogeneous ethnic groups, which may cause problems in this global era. This study uses the Korean Children and Youth Panel Survey to explore the relationships among multicultural receptivity, sense of community, and self-esteem for Korean adolescents over three time points. For this purpose this study conducted an autoregressive cross-lagged path analysis, controlling for covariates such as gender, parenting style, peer attachment, and satisfaction with academic achievement. The cross-lagged effects on each other of self-esteem and sense of community were positive over time. The cross-lagged effects on each other of multicultural receptivity and self-esteem were not statistically significant. The results were less symmetrical for the third pairing: the effects of multicultural receptivity on sense of community were consistently positive, but the effects of sense of community on multicultural receptivity were not statistically significant. To enhance the sense of community, promoting multicultural receptivity and self-esteem would therefore show good results.

PMID:34969149 | DOI:10.1002/jcop.22782

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Nevin Manimala Statistics

Antibiotic dispensing knowledge and practice among dispensing staff working in pharmacies near teaching hospitals in Kathmandu Valley, Nepal

Int J Pharm Pract. 2021 Dec 30:riab076. doi: 10.1093/ijpp/riab076. Online ahead of print.

ABSTRACT

OBJECTIVES: To assess antibiotic dispensing knowledge and practice among dispensing staff who may or may not have a formal pharmacy qualification working in pharmacies near teaching hospitals in Kathmandu Valley, Nepal.

METHODS: A face-to-face cross-sectional study was conducted among 220 dispensing staff. The data were analysed using SPSS 20 to measure descriptive statistics and logistic regressions.

KEY FINDINGS: Among 220 participants, half of them (50.0%) had inadequate knowledge and slightly less than half of the participants (46.4%) had poor antibiotics dispensing practices.

CONCLUSIONS: The government authority should develop and implement a plan for continuous professional education programmes and frequent monitoring of pharmacies to address inadequate antibiotic dispensing knowledge and poor practice.

PMID:34969084 | DOI:10.1093/ijpp/riab076

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Nevin Manimala Statistics

Individual participant data meta-analysis with mixed-effects transformation models

Biostatistics. 2021 Dec 30:kxab045. doi: 10.1093/biostatistics/kxab045. Online ahead of print.

ABSTRACT

One-stage meta-analysis of individual participant data (IPD) poses several statistical and computational challenges. For time-to-event outcomes, the approach requires the estimation of complicated nonlinear mixed-effects models that are flexible enough to realistically capture the most important characteristics of the IPD. We present a model class that incorporates general normally distributed random effects into linear transformation models. We discuss extensions to model between-study heterogeneity in baseline risks and covariate effects and also relax the assumption of proportional hazards. Within the proposed framework, data with arbitrary random censoring patterns can be handled. The accompanying $textsf{R}$ package tramME utilizes the Laplace approximation and automatic differentiation to perform efficient maximum likelihood estimation and inference in mixed-effects transformation models. We compare several variants of our model to predict the survival of patients with chronic obstructive pulmonary disease using a large data set of prognostic studies. Finally, a simulation study is presented that verifies the correctness of the implementation and highlights its efficiency compared to an alternative approach.

PMID:34969073 | DOI:10.1093/biostatistics/kxab045

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Nevin Manimala Statistics

Seropositivity to Shiga toxin 2 among Argentinian urban and rural residents. Association with sociodemographic and exposure factors

J Public Health (Oxf). 2021 Dec 31:fdab405. doi: 10.1093/pubmed/fdab405. Online ahead of print.

ABSTRACT

BACKGROUND: Shiga toxin-producing Escherichia coli (STEC) are enteric pathogens that cause hemolytic-uremic syndrome (HUS). Ruminants, especially cattle, are their main reservoir. This study describes the seroepidemiology of STEC in rural and urban populations in Argentina, a country with a high HUS incidence.

METHODS: A cross-sectional study was performed in patients without gastrointestinal symptoms. IgG antibodies against Stx2 were detected by western blotting.

RESULTS: Anti-Stx2 antibodies were detected in 14.56% of serum samples, more frequently in rural (19.38%) than urban residents (12%). Seropositivity was associated with lower socioeconomic status (SES). Among the other variables considered, thawing homemade hamburgers before cooking them, and the lack of knowledge about HUS were also associated with seropositivity. A multivariate logistic regression analysis performed with the variables that were statistically significant showed that only the SES index remained significant. As SES was measured based on several variables, we further analyzed each one of them and found that the lack of a high education level was statistically associated with seropositivity.

CONCLUSIONS: The present findings have implications for STEC prevention efforts, highlighting the importance of considering SES and risks factors linked to different SES levels when targeting consumer-level public health interventions.

PMID:34969078 | DOI:10.1093/pubmed/fdab405

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Nevin Manimala Statistics

Causal inference for semi-competing risks data

Biostatistics. 2021 Dec 30:kxab049. doi: 10.1093/biostatistics/kxab049. Online ahead of print.

ABSTRACT

The causal effects of Apolipoprotein E $epsilon4$ allele (APOE) on late-onset Alzheimer’s disease (AD) and death are complicated to define because AD may occur under one intervention but not under the other, and because AD occurrence may affect age of death. In this article, this dual outcome scenario is studied using the semi-competing risks framework for time-to-event data. Two event times are of interest: a nonterminal event time (age at AD diagnosis), and a terminal event time (age at death). AD diagnosis time is observed only if it precedes death, which may occur before or after AD. We propose new estimands for capturing the causal effect of APOE on AD and death. Our proposal is based on a stratification of the population with respect to the order of the two events. We present a novel assumption utilizing the time-to-event nature of the data, which is more flexible than the often-invoked monotonicity assumption. We derive results on partial identifiability, suggest a sensitivity analysis approach, and give conditions under which full identification is possible. Finally, we present and implement nonparametric and semiparametric estimation methods under right-censored semi-competing risks data for studying the complex effect of APOE on AD and death.

PMID:34969069 | DOI:10.1093/biostatistics/kxab049

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Nevin Manimala Statistics

Evaluating replicability in microbiome data

Biostatistics. 2021 Dec 30:kxab048. doi: 10.1093/biostatistics/kxab048. Online ahead of print.

ABSTRACT

High-throughput sequencing is widely used to study microbial communities. However, choice of laboratory protocol is known to affect the resulting microbiome data, which has an unquantified impact on many comparisons between communities of scientific interest. We propose a novel approach to evaluating replicability in high-dimensional data and apply it to assess the cross-laboratory replicability of signals in microbiome data using the Microbiome Quality Control Project data set. We learn distinctions between samples as measured by a single laboratory and evaluate whether the same distinctions hold in data produced by other laboratories. While most sequencing laboratories can consistently distinguish between samples (median correct classification 87% on genus-level proportion data), these distinctions frequently fail to hold in data from other laboratories (median correct classification 55% across laboratory on genus-level proportion data). As identical samples processed by different laboratories generate substantively different quantitative results, we conclude that 16S sequencing does not reliably resolve differences in human microbiome samples. However, because we observe greater replicability under certain data transformations, our results inform the analysis of microbiome data.

PMID:34969071 | DOI:10.1093/biostatistics/kxab048

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Nevin Manimala Statistics

Implementation of an electronic patient-reported measure of barriers to antiretroviral therapy adherence with the Opal patient portal: Protocol for a mixed method type 3 hybrid pilot study at a large Montreal HIV clinic

PLoS One. 2021 Dec 30;16(12):e0261006. doi: 10.1371/journal.pone.0261006. eCollection 2021.

ABSTRACT

BACKGROUND: Adherence to antiretroviral therapy (ART) remains problematic. Regular monitoring of its barriers is clinically recommended, however, patient-provider communication around adherence is often inadequate. Our team thus decided to develop a new electronically administered patient-reported outcome measure (PROM) of barriers to ART adherence (the I-Score) to systematically capture this data for physician consideration in routine HIV care. To prepare for a controlled definitive trial to test the I-Score intervention, a pilot study was designed. Its primary objectives are to evaluate patient and physician perceptions of the I-Score intervention and its implementation strategy.

METHODS: This one-arm, 6-month study will adopt a mixed method type 3 implementation-effectiveness hybrid design and be conducted at the Chronic Viral Illness Service of the McGill University Health Centre (Montreal, Canada). Four HIV physicians and 32 of their HIV patients with known or suspected adherence problems will participate. The intervention will involve having patients complete the I-Score through a smartphone application (Opal), before meeting with their physician. Both patients and physicians will have access to the I-Score results, for consideration during the clinic visits at Times 1, 2 (3 months), and 3 (6 months). The implementation strategy will focus on stakeholder involvement, education, and training; promoting the intervention’s adaptability; and hiring an Application Manager to facilitate implementation. Implementation, patient, and service outcomes will be collected (Times 1-2-3). The primary outcome is the intervention’s acceptability to patients and physicians. Qualitative data obtained, in part, through physician focus groups (Times 2-3) and patient interviews (Times 2-3) will help evaluate the implementation strategy and inform any methodological adaptations.

DISCUSSION: This study will help plan a definitive trial to test the efficacy of the I-Score intervention. It will generate needed data on electronic PROM interventions in routine HIV care that will help improve understanding of conditions for their successful implementation.

CLINICAL TRIAL REGISTRATION: ClinicalTrials.gov identifier: NCT04702412; https://clinicaltrials.gov/.

PMID:34969046 | DOI:10.1371/journal.pone.0261006

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Nevin Manimala Statistics

Association between soluble forms of the receptor for advanced glycation end products and periodontal disease: a retrospective study

J Korean Assoc Oral Maxillofac Surg. 2021 Dec 31;47(6):445-453. doi: 10.5125/jkaoms.2021.47.6.445.

ABSTRACT

OBJECTIVES: Periodontitis is the most common chronic disease that causes tooth loss and is related to systemic diseases such as cardiovascular disease and diabetes. An objective indicator of the current activity of periodontitis is necessary. Soluble forms of the receptor for advanced glycation end products (sRAGE) are markers that reflect the status of inflammatory diseases. In this study, the relationship between sRAGE and periodontitis was analyzed to determine whether it can be used to diagnose the current state of periodontitis. Patients and.

METHODS: Eighty-four patients without any systemic diseases were diagnosed with periodontitis using three classifications of periodontitis. Demographics and oral examination data such as plaque index (PI), bleeding on probing (BOP) index, and probing pocket depth (PPD) were analyzed according to each classification. In addition, correlation and partial correlation between sRAGE and the values indicating periodontitis were analyzed.

RESULTS: In each classification, the level of sRAGE tended to decrease if periodontitis was present or severe, but this change was not statistically significant. sRAGE and periodontitis-related variables exhibited a weak correlation, among which the BOP index showed a relatively strong negative correlation (ρ=-0.20). Based on this, on analyzing the correlation between the BOP index and sRAGE in the group with more severe periodontitis (PPD≥5 mm group, severe group of AAP/CDC [American Academy of Periodontology/Centers for Disease Control and Prevention], periodontitis group of López), the correlation further increased (ρ=-0.23, -0.40, -0.50). Partial correlation analysis of the sRAGE and BOP index showed a stronger negative correlation (ρ=-0.36, -0.55, -0.45).

CONCLUSION: sRAGE demonstrated a tendency to decrease upon increased severity of periodontitis according to the classifications used. Above all, the correlation with the BOP index, which reflects the current state of periodontitis, was higher in the group with severe periodontitis. This indicates that the current status of periodontitis can be diagnosed through sRAGE.

PMID:34969018 | DOI:10.5125/jkaoms.2021.47.6.445