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Nevin Manimala Statistics

Social Anxiety and Cannabis-Related Problems: The Role of Psychological Inflexibility

Subst Use Misuse. 2026 Aug 11:1-8. doi: 10.1080/10826084.2026.2711947. Online ahead of print.

ABSTRACT

Background: Social anxiety is associated with worse cannabis-related outcomes, but the mechanisms underlying this relation have been understudied. The present study tested whether psychological inflexibility indirectly accounts for the association between social anxiety and multiple cannabis-related outcomes (i.e., cannabis-related problems, perceived barriers for cannabis reduction or cessation, and coping-motivated cannabis use). Methods: Using a cross-sectional design, data were collected via an online survey from 143 undergraduates (77.6% female, Mage = 19.85, SDage=2.29) who reported cannabis use within the past three months. Results: Results indicated that social anxiety was positively associated with cannabis-related problems, perceived barriers to cannabis reduction or cessation, and coping-motivated cannabis use. These associations occurred indirectly via psychological inflexibility. In contrast, neither social anxiety nor psychological inflexibility was statistically significantly associated with cannabis use frequency. Conclusions: These findings suggest that psychological inflexibility may represent an important underlying process between social anxiety and maladaptive cannabis-related outcomes, particularly those reflecting problematic use patterns and coping-motivated use. Targeting psychological inflexibility may therefore be a promising intervention focus for individuals with elevated social anxiety who use cannabis.

PMID:42581016 | DOI:10.1080/10826084.2026.2711947

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Nevin Manimala Statistics

The Effect of Central Sensitization on Long-Term Prognosis and Comorbidity Levels in Temporomandibular Disorders: A Prospective Longitudinal Study

J Oral Rehabil. 2026 Aug 11. doi: 10.1111/joor.70287. Online ahead of print.

ABSTRACT

BACKGROUND: Temporomandibular disorders (TMD) have the potential to progress to a chronic form associated with various comorbidities. Prolonged symptoms may lead to central sensitization (CS), resulting in decreased treatment response and highlighting the need for personalized treatment strategies.

OBJECTIVE: This study evaluated psychological conditions and comorbidities in TMD patients based on CS-related symptom levels measured by the Central Sensitization Inventory (CSI) and investigated the association between these levels and long-term treatment outcomes.

MATERIALS AND METHODS: CS-related symptom levels were assessed using the CSI in 112 TMD patients (score ≥ 40 indicating significant levels of CS symptoms). Psychological, sleep, autonomic and pain-related comorbidities were evaluated by validated questionnaires. Participants received standardized conservative treatment, including behavioural, physical, stabilization splint and pharmacological therapies. After 6 months, patients were re-evaluated for clinical signs. Data were statistically compared between the high (n = 40) and low (n = 72) CSI groups and associations between clinical characteristics and CSI levels were analyzed. Longitudinal changes were analyzed using Generalized Estimating Equations.

RESULTS: High CSI (35.7%) was associated with higher McGill Pain Questionnaire (MPQ) scores, widespread pain and higher levels of anxiety, depression, somatization and autonomic symptoms (all padj < 0.05 after Bonferroni correction). At 6-month follow-up, the high CSI group showed a trend toward a smaller reduction in pain (group × time interaction, χ2 = 5.587, p = 0.018), suggesting a potentially less favourable treatment response to conservative therapy.

CONCLUSION: TMD patients with higher CSI scores exhibit more multidimensional comorbidities and diminished response to conservative therapy. Early identification of CS-related symptoms may be beneficial for establishing personalized treatment strategies.

PMID:42581010 | DOI:10.1111/joor.70287

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Nevin Manimala Statistics

Association Between Metformin Use and Risk of Lung Cancer in Patients With Type 2 Diabetes: A Systematic Review and Meta-Analysis

Cancer Rep (Hoboken). 2026 Aug;9(8):e70651. doi: 10.1002/cnr2.70651.

ABSTRACT

BACKGROUND AND AIM: Lung cancer remains one of the leading causes of cancer-related mortality worldwide. Type 2 diabetes mellitus (T2DM), the most prevalent endocrine disorder, is commonly managed with Metformin, an antidiabetic medication that has demonstrated potential anticancer properties. This meta-analysis aimed to discover the association between Metformin use and the risk of lung cancer in patients with T2DM.

METHODS: A comprehensive search of online databases was conducted up to January 1, 2026, to identify relevant observational studies. After screening, appropriate data were extracted. Meta-analyses utilized the most fully adjusted hazard ratio (HR) with corresponding 95% confidence intervals (CI) as the effect measures. All statistical analyses were performed using R Statistical Software.

RESULTS: The pooled analysis of 29 observational studies showed a significant reduction in lung cancer risk among Metformin users compared with nonusers (HR: 0.85, 95% CI: [0.77-0.94], p = 0.002). Subgroup analyses revealed significant associations in cohort studies (HR: 0.79, 95% CI: [0.70-0.89], p < 0.01) and in studies conducted in Asia (HR: 0.82, 95% CI: [0.68-0.99], p = 0.04). Extended Metformin use (> 3 years) was associated with a significant reduction in lung cancer risk (HR: 0.87, 95% CI: [0.79-0.95]; p < 0.01), whereas no significant effect was observed for shorter durations.

CONCLUSION: This meta-analysis indicated a potential protective effect of Metformin use in individuals with T2DM against lung cancer, with a significant risk reduction observed, particularly among long-term users and in Asian populations. The significant associations identified in cohort studies and in extended-duration use underscore metformin’s promise in lung cancer prevention.

PMID:42581008 | DOI:10.1002/cnr2.70651

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Nevin Manimala Statistics

Conservative versus endoscopic initial management of pediatric ureterocele: A systematic review and meta-analysis

J Pediatr Urol. 2026 Jul 30:106190. doi: 10.1016/j.jpurol.2026.106190. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate outcomes of conservative versus endoscopic initial management in pediatric ureterocele through a systematic review and exploratory meta-analysis, with emphasis on secondary surgical intervention and clinically relevant postoperative outcomes.

METHODS: A systematic review was conducted according to PRISMA 2020 guidelines. PubMed/MEDLINE, Embase, Scopus, and reference lists were searched for studies published from 1990 onward evaluating pediatric ureterocele managed initially with conservative observation and/or endoscopic puncture or incision. Comparative studies, retrospective cohorts, and case series with extractable data were eligible. Studies including single-system, duplex-system, intravesical, and ectopic ureteroceles were included. The primary outcome was secondary surgical intervention after initial management. Secondary outcomes included de novo vesicoureteral reflux (VUR), febrile urinary tract infection (UTI), and treatment success. Risk of bias was assessed using established tools for observational studies.

RESULTS: Twenty-five studies met inclusion criteria. Most were retrospective cohorts or case series with heterogeneous anatomical subtypes, patient populations, and outcome definitions. Sample sizes ranged from 9 to 287 patients. Four studies provided direct comparative data suitable for quantitative synthesis of the primary outcome. In a random-effects exploratory meta-analysis, no statistically significant difference was identified between initial observation and endoscopic treatment regarding the risk of secondary intervention (RR 0.40, 95% CI 0.13-1.24; I2 = 36.5%). Across observational cohorts, selected low-risk patients managed conservatively frequently avoided surgical intervention during follow-up, whereas endoscopic decompression remained effective in symptomatic or higher-risk patients, although repeat procedures or delayed reconstruction were required in a subset. Secondary outcomes, including de novo VUR and febrile UTI, could not be quantitatively synthesized because of inconsistent definitions and reporting across studies.

CONCLUSIONS: Current evidence remains limited by retrospective study design, substantial anatomical heterogeneity, and confounding by indication. Although definitive comparative conclusions cannot be drawn, available data suggest that individualized management strategies may be appropriate in selected patients. Management decisions should be individualized according to anatomy, clinical presentation, obstruction, infection risk, and renal functional characteristics. Further prospective multicenter studies are needed to better define optimal patient selection criteria.

PMID:42580998 | DOI:10.1016/j.jpurol.2026.106190

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Nevin Manimala Statistics

Healthcare Staff Experience During JCI Accreditation Preparation and Survey: Evidence From Dubai, United Arab Emirates

Jt Comm J Qual Patient Saf. 2026 Jul 14:S1553-7250(26)00168-6. doi: 10.1016/j.jcjq.2026.07.004. Online ahead of print.

ABSTRACT

BACKGROUND: Accreditation is widely used to improve healthcare quality and patient safety; however, staff experiences during accreditation preparation and survey activities remain inadequately understood, particularly in Middle Eastern healthcare settings. The objective of this study was to examine healthcare staff experiences during Joint Commission International (JCI) accreditation and identify organizational factors associated with positive accreditation experiences and perceived outcomes.

METHODS: A cross-sectional survey was conducted among clinical and nonclinical staff at a tertiary academic medical center in Dubai, United Arab Emirates, following a JCI accreditation survey. Descriptive statistics, bivariate analyses, and multivariable logistic regression were used to evaluate associations between organizational factors and staff-reported experiences.

RESULTS: A total of 304 staff responses were analyzed. Overall perceptions of accreditation were highly favorable, with more than 90% of respondents reporting positive perceptions of patient safety, quality of care, teamwork, and leadership engagement. Leadership engagement (adjusted odds ratio [AOR] 2.45), perceived improvements in patient safety (AOR 2.89), and quality of care (AOR 2.63) were independently associated with positive accreditation experiences. Workload manageability (AOR 0.61) and psychological safety (AOR 0.68) were negatively associated with positive experience. Nurses and allied health professionals reported more favorable perceptions than physicians, although differences were small. Qualitative findings highlighted the need for continuous readiness, protected time for accreditation activities, improved coordination, and ongoing training.

CONCLUSION: Healthcare staff generally perceived JCI accreditation positively and associated it with improvements in patient safety and quality of care. Leadership engagement emerged as a key facilitator of positive accreditation experiences, whereas workload burden and psychological safety represented important challenges. Organizations implementing accreditation programs should prioritize continuous readiness, workforce support, psychological safety, and targeted physician engagement strategies to sustain accreditation benefits.

PMID:42580990 | DOI:10.1016/j.jcjq.2026.07.004

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Effects of presintering pigmentation on the physicochemical and optical properties of zirconia: A systematic review and meta-analysis

J Prosthet Dent. 2026 Aug 11:S0022-3913(26)00520-2. doi: 10.1016/j.prosdent.2026.07.016. Online ahead of print.

ABSTRACT

STATEMENT OF PROBLEM: Personalized presintering pigmentation (PPSP) has been proposed to enhance the esthetics of monolithic zirconia. However, concerns remain regarding its impact on mechanical and optical properties.

PURPOSE: The purpose of this study was to systematically review and meta-analyze the effects of PPSP on the physicochemical and optical properties of monolithic zirconia.

MATERIAL AND METHODS: A Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)-guided search of the PubMed, Scopus, and LILACS databases was conducted through December 2024. The protocol had been registered in the International Platform of Registered Systematic Review and Meta-analysis Protocols (INPLASY) (2024120027). Studies evaluating PPSP effects on zirconia physicochemical and optical properties were included. Random-effects meta-analyses were performed in RevMan 5.4 when at least 2 studies reported comparable outcomes. Risk of bias was assessed with the Risk of Bias tool for DEntal MATerials (RobDEMAT). Standardized mean differences were used to estimate pooled effects and the I² statistic to assess heterogeneity.

RESULTS: Thirty-four studies were included. The descriptive review revealed that prolonged shading durations and acid colorants adversely affected most of the studied outcomes. The meta-analysis showed that when all techniques were combined, PPSP decreased zirconia’s biaxial and flexural strength, except when the zirconia specimens had been industrially colored before PPSP (P<.001); the surface roughness (Ra and Rz) and the Vickers hardness translucency of industrially colored zirconia were also reduced after PPSP (P<.001). Although statistically significant reductions were observed, pooled flexural strength values remained above the International Organization for Standardization (ISO) 6872 standard minimum requirement for 3-unit fixed dental prostheses (800 MPa). Translucency parameters were within established acceptability thresholds.

CONCLUSIONS: PPSP affects zirconia properties, but within limits that remain above the minimum flexural strength requirement for 3-unit fixed partial dentures and within established perceptibility and acceptability thresholds for translucency when manufacturer instructions are strictly followed.

PMID:42580978 | DOI:10.1016/j.prosdent.2026.07.016

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Nevin Manimala Statistics

Cardiovascular Outcomes in Middle-Aged Adults on Antihypertensive Medications and No Prior Cardiovascular Disease

Clin Ther. 2026 Aug 11:S0149-2918(26)00271-7. doi: 10.1016/j.clinthera.2026.07.010. Online ahead of print.

ABSTRACT

PURPOSE: Middle-aged adults with hypertension and no prior cardiovascular disease are commonly seen in clinical practice, yet limited research exists on optimal antihypertensive therapy for this group. This study evaluated whether cardiovascular outcomes vary by antihypertensive drug classes in this population.

METHODS: Using the Korean National Health Insurance Service database, we analyzed individuals aged <60 years without cardiovascular disease who were prescribed antihypertensive drugs between 2013 and 2014. Patients on monotherapy were grouped by drug class; those on ≥2 drug classes or uncommon agents (eg, alpha-blockers, hydralazine, or mineralocorticoid receptor antagonists) were categorized as “Others.” A subgroup analysis compared outcomes between different angiotensin receptor blockers (ARBs). The primary outcome was a composite of cardiovascular death, nonfatal stroke, nonfatal myocardial infarction, and hospitalization for heart failure.

FINDINGS: A total of 217,617 participants were included; ARBs were the most common monotherapy (n = 59,906, 27.5%). During follow-up, 3.3% (n = 7080) experienced the primary outcome. The highest incidence of the primary outcome, all-cause death, and cardiovascular death occurred in the diuretic group, and the lowest observed rates were in the ARB group (P < 0.001). In multivariable analysis, beta-blockers (hazard ratio [HR] = 1.81, 95% confidence interval [CI] = 1.48-2.22, P < 0.001) and diuretics (HR = 2.09, 95% CI = 1.70-2.57, P < 0.001) were associated with higher event rates compared with the angiotensin-converting enzyme inhibitor reference group. No statistically significant differences were detected among the individual ARBs evaluated.

IMPLICATIONS: Among middle-aged adults with hypertension and no prior cardiovascular disease, ARB users had the lowest observed cardiovascular event rates in this cohort. The higher event rates observed with beta-blockers and diuretics likely reflect confounding by indication. These hypothesis-generating findings require confirmation in prospective studies.

PMID:42580976 | DOI:10.1016/j.clinthera.2026.07.010

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Nevin Manimala Statistics

Super Resolution Contrast-Enhanced Ultrasound (SR CEUS) in Evaluation of Thyroid Nodules Recommended for FNA According to ACR Guidelines: A Prospective Study

Ultrasound Med Biol. 2026 Aug 11:S0301-5629(26)00269-3. doi: 10.1016/j.ultrasmedbio.2026.07.008. Online ahead of print.

ABSTRACT

OBJECTIVE: The present study aims to assess the clinical utility of super resolution contrast-enhanced ultrasound (SR CEUS) in differentiating benign and malignant thyroid nodules for which fine-needle aspiration (FNA) is recommended according to the ACR guidelines, thereby providing incremental value beyond conventional ultrasound.

METHODS: A total of 51 patients with thyroid nodules were recruited in this prospective research. All the conventional ultrasound, CEUS and SR CEUS images were acquired and all of the CEUS parameters were analyzed. SR CEUS analysis included qualitative and quantitative parameters. The independent sample t-test, the Mann-Whitney U test, a chi-square test and the Fisher’s exact probability method were used to compare the difference between benign and malignant groups.

RESULTS: A total of 23 malignant nodules, 27 benign nodules and 1 borderline follicular tumor were included. With respect to CEUS characteristic, malignant lesions were associated with hypoenhancement, centripetal enhancement, later arrival time, heterogeneity enhancement, and earlier wash out time. With respect to microvascular morphology, malignant lesions were associated with convergence pattern and radial pattern. Benign lesions were associated with ring pattern, regular line-like and branch-like patterns and puncture vessel or avascular. The min interval, mean interval and med interval of local lesion were statistically different between benign and malignant nodules (p < 0.05).

CONCLUSION: The qualitative microvascular morphology based on SR CEUS showed high diagnostic value in the evaluation of thyroid nodules. For thyroid nodules recommended for FNA according to ACR guidelines, SR CEUS can provide additional diagnostic information and enhance the diagnostic performance of ultrasound.

CRITICAL RELEVANCE STATEMENT: This study verified for the first time the diagnostic value of super-resolution contrast-enhanced ultrasound for thyroid nodules.

PMID:42580954 | DOI:10.1016/j.ultrasmedbio.2026.07.008

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Teacher and parent insight into the development of a combined school- and home-based sleep promotion program for young children

Sleep Health. 2026 Aug 11:S2352-7218(26)00152-X. doi: 10.1016/j.sleh.2026.07.001. Online ahead of print.

ABSTRACT

PURPOSE: Healthy sleep habits are important when children transition from variable preschool environments to a more structured elementary school setting. However, few studies have harnessed the unique partnership between teachers and parents in preventing suboptimal child sleep. This study aimed to engage key community partners (i.e., 4K & 5K teachers and parents) in developing a combined school- and home-based sleep promotion program for young children (4-6 years old).

METHODS: Teachers (n=34, 100% female, 12.4±9.0 years’ experience) from 2 school districts participated in semistructured focus groups or phone interviews (n=26 teachers in 3 focus groups; n=8 interviews), while parents (n=61, 97% female, age=33.1 ± 5.1 years) completed an online semistructured survey to inform the development of a sleep promotion program. Transcripts were independently coded using an inductive approach and consensus coding. Themes were generated using constant-comparison methods. Survey results were summarized using descriptive statistics.

RESULTS: Four key themes emerged from teachers’ perspectives: 1) suboptimal sleep impacts children during the school day across multiple domains, (2) several barriers to adequate sleep exist, 3) parent-teacher interactions about sleep are complex and require unique approaches, and 4) a sleep program must fit within parent and teacher needs. Teachers noted leveraging the parent-teacher relationship may increase parent buy-in. Parents reported challenges with their child’s sleep and conveyed interest in a tailored sleep promotion program during 4K.

CONCLUSIONS: Teachers are concerned about suboptimal child sleep and are invested in working with parents to support healthy sleep habits. A sleep promotion program that encompasses collaboration between the school and home environment would be well-received by families of young children. Findings will inform future content, engagement strategies, and delivery mode.

PMID:42580950 | DOI:10.1016/j.sleh.2026.07.001

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Navigating fairness in artificial intelligence-based prediction models: theoretical constructs and practical applications

Lancet Digit Health. 2026 Aug 11:101035. doi: 10.1016/j.landig.2026.101035. Online ahead of print.

ABSTRACT

Artificial intelligence (AI)-based prediction models, including risk scoring systems and decision support systems, are being increasingly adopted in health care. Addressing AI fairness is essential to fighting health disparities and ensuring equitable model performance and patient outcomes. However, numerous and conflicting definitions of fairness complicate this effort. In this Viewpoint, we aim to support the transition of AI fairness from theory to practice using appropriate fairness metrics. We assess the relation of 27 fairness definitions identified in the literature to the model’s intended use, type of decision influenced, and ethical principles of distributive justice. Because of limitations in some notions of fairness, we argue that clinical utility, performance-based metrics (such as area under the receiver operating characteristic curve), calibration, and statistical parity are the most relevant group-based metrics for medical applications. Through two use cases, we show that different metrics might be applicable depending on the intended use and ethical framework. Our approach provides practical guidance for fair AI development, helping AI developers and assessors to evaluate model fairness and understand the effects of bias mitigation strategies, thereby supporting equitable AI-based implementations.

PMID:42580934 | DOI:10.1016/j.landig.2026.101035