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Nevin Manimala Statistics

Cervical flexor muscle performance and craniovertebral posture in adolescents with vertical occlusal anomalies: a comparative cross-sectional study

Clin Oral Investig. 2026 Aug 8;30(9):379. doi: 10.1007/s00784-026-07060-x.

ABSTRACT

OBJECTIVES: This study aimed to investigate whether vertical occlusal anomalies are associated with deep cervical flexor endurance (DCFE), cervical flexor strength (CFS), and craniovertebral angle (CVA).

METHODS: Sixty-two adolescents (mean age: 12.8 ± 1.5 years) were included in this cross-sectional study and allocated to a vertical occlusal anomaly group (VOAG, n = 31) or a control group without vertical anomalies (NVOAG, n = 31). DCFE, CFS, and CVA were assessed using standardized clinical methods. Between-group comparisons were performed, and analysis of covariance (ANCOVA) was used to adjust for age, sex, and body weight.

RESULTS: DCFE was significantly lower in the VOAG compared with the NVOAG (17.1 ± 6.9 s vs. 22.2 ± 7.8 s; p = 0.009), representing an approximate 23% reduction and a medium effect size (Cohen’s d = – 0.68). No significant between-group differences were observed for CFS (p = 0.379) or CVA (p = 0.190). DCFE was positively correlated with age, body weight, and sex (all p < 0.05). After adjustment for covariates, vertical occlusal anomaly status remained independently associated with DCFE (F(1,57) = 8.18, p = 0.006, partial η² = 0.127).

CONCLUSIONS: Vertical occlusal anomalies are associated with reduced DCFE in adolescents, independent of growth-related factors. This association appears to be specific to endurance capacity, as cervical strength and head posture were not affected. Further studies are needed to determine the clinical significance of this finding.

CLINICAL RELEVANCE: Assessment of cervical muscle endurance may provide additional functional insight in adolescents with vertical occlusal anomalies and support interdisciplinary evaluation in orthodontic practice. Although statistically significant, the clinical relevance of this approximately 5-second difference remains uncertain, as no minimal clinically important difference has been established for DCFE.

PMID:42567993 | DOI:10.1007/s00784-026-07060-x

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Nevin Manimala Statistics

A multidimensional item response theory analysis of the Seattle Angina Questionnaire: measurement precision, differential item functioning, and potential for item reduction

Qual Life Res. 2026 Aug 7;35(9):257. doi: 10.1007/s11136-026-04368-9.

ABSTRACT

PURPOSE: The Seattle Angina Questionnaire (SAQ) is widely used to measure disease-specific health status in coronary artery disease, but its psychometric properties have not been evaluated using multidimensional item response theory (MIRT). We evaluated the SAQ’s dimensional structure, measurement precision, differential item functioning (DIF), and short form performance in a population-based cohort.

METHOD: SAQ responses collected within two weeks of coronary angiography from 6,665 patients in the Alberta Provincial Project for Outcome Assessment in Coronary Heart Disease (APPROACH) registry were analyzed using a confirmatory five-factor multidimensional graded response model. Item fit, local dependence, and conditional standard errors were evaluated. DIF by sex and age was examined using a two-step anchored multigroup approach. Short forms were derived based on discrimination, test information, and DIF magnitude.

RESULT: The confirmatory five-factor model demonstrated good global fit (RMSEA = 0.031, CFI = 0.987, TLI = 0.982), supporting three distinct Physical Limitation dimensions: Basic, Moderate, and Strenuous. Empirical reliability ranged from 0.748 (Basic Physical Limitation) to 0.900 (Moderate Physical Limitation), with precision sufficient for individual-level interpretation in Moderate and Strenuous Physical Limitation. Moderate sex-related DIF was noted on Basic and Moderate Physical Limitation items, with females scoring lower than males. Age-related DIF was negligible to small. The 14-item short form preserved all five factors with theta correlations of 0.964 with the 18-item version.

CONCLUSION: MIRT revealed three distinct Physical Limitation dimensions, enabling targeted functional monitoring. Precision gradients and sex-related DIF inform interpretation, and the 14-item short form is supported as the preferred version.

PMID:42567987 | DOI:10.1007/s11136-026-04368-9

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Nevin Manimala Statistics

Hierarchical Bayesian modeling of interoceptive psychophysics

Behav Res Methods. 2026 Aug 7;58(9):260. doi: 10.3758/s13428-026-03137-3.

ABSTRACT

Interoception, the capacity to sense, perceive, and metacognitively appraise viscerosensory and homeostatic signals, is a growing focus in psychology and psychiatry. Adaptive psychophysical tasks now allow quantification of perceptual sensitivity, bias, and precision in cardiac and respiratory domains. However, accurately estimating these parameters often requires large numbers of trials or participants, posing practical challenges, especially in clinical research where participant availability and tolerance are limited. One approach to reduce participant burden while maintaining statistical rigor is to optimize data analysis. Here, we present hierarchical Bayesian models tailored for cardiac and respiratory interoceptive psychophysics that efficiently estimate sensitivity, bias, and precision at both individual and group levels. Using simulations and empirical data, we validate these models and demonstrate that they allow enhanced inference relative to conventional approaches. To support adoption, we provide openly accessible resources, including a tutorial on implementing and fitting these models in R (written with researchers without modeling expertise in mind) and an app for sample-size justification. These tools facilitate robust, efficient, and generalizable modeling of interoceptive performance, enabling rigorous studies even with limited trials or participant availability.

PMID:42567971 | DOI:10.3758/s13428-026-03137-3

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Nevin Manimala Statistics

Causal graph neural networks for healthcare

Nat Biomed Eng. 2026 Aug 7. doi: 10.1038/s41551-026-01742-3. Online ahead of print.

ABSTRACT

Healthcare artificial intelligence systems often degrade in performance when deployed across institutions, with documented performance drops and perpetuation of discriminatory patterns embedded in data. This brittleness comes, in part, from learning statistical associations rather than causal mechanisms. Causal graph neural networks address this by combining graph-based representations of biomedical data with causal inference to learn invariant mechanisms instead of just spurious correlations. This Perspective reviews the methodology of structural causal models, disentangled causal representation learning, and techniques for interventional prediction and counterfactual reasoning on graphs. We discuss applications across psychiatric diagnosis and brain network analysis, cancer subtyping with multi-omics causal integration, continuous physiological monitoring and drug recommendations. These methods provide building blocks for patient-specific causal digital twins that could support in silico clinical experimentation. Remaining challenges include computational costs that preclude real-time deployment, validation challenges that go beyond standard cross-validation, and the risk of causal-washing where methods adopt causal terminology without rigorous evidentiary support. We propose a tiered framework distinguishing causally inspired architectures from causally validated discoveries and outline future directions, including scalable causal discovery, multimodal data integration and regulatory pathways for these methods. Making practical causal digital twins possible will require an honest assessment of what current methods deliver, sustained collaboration across disciplines and validation standards that match the strength of the causal claims being made.

PMID:42567948 | DOI:10.1038/s41551-026-01742-3

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Nevin Manimala Statistics

Perception of patients with temporomandibular disorders of the effects of botulinum toxin application: a retrospective cross-sectional observational study

Clin Oral Investig. 2026 Aug 8;30(9):380. doi: 10.1007/s00784-026-07070-9.

ABSTRACT

OBJECTIVE: To evaluate patient-reported changes in orofacial and masticatory symptoms after BoNT-A application in individuals presenting bruxism-related complaints.

MATERIALS AND METHODS: A retrospective cross-sectional observacional study was conducted with 61 adult participants (47 women, 14 men) who underwent BoNT-A treatment for bruxism. An online questionnaire, assessed masticatory and orofacial symptoms before and after treatment, using a five-point frequency scale. Data were analyzed with descriptive statistics, paired t-tests, and Spearman’s correlation (p < 0.05). This observational study was reported in accordance with the STROBE guidelines.

RESULTS: A statistically significant reduction in total symptom scores was observed after treatment (p < 0.05), with a mean decrease from 32.4 ± 11.5 (before) to 15.6 ± 6.59 (after), representing an overall reduction of approximately 52%. No significant differences in symptom improvement were observed between sexes or in relation to age. Although an overall difference among professional categories was identified, post hoc analysis did not show significant pairwise differences between groups.

CONCLUSION: Individuals with bruxism-related complaints reported improvement in pain-related and masticatory symptoms after BoNT-A application. BoNT-A may represent a supportive approach for managing orofacial and muscle-related complaints; however, further studies with standardized diagnostic criteria and objective outcome measures are needed to clarify its long-term clinical effects.

CLINICAL RELEVANCE: BoNT-A application may contribute to the management of pain-related and masticatory complaints reported by individuals with bruxism-related symptoms, supporting its potential use as an adjunctive approach in selected clinical situations.

PMID:42567938 | DOI:10.1007/s00784-026-07070-9

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Nevin Manimala Statistics

Frequency-specific cortical subnetworks support fast human swallowing

Commun Biol. 2026 Aug 7;9(1):1059. doi: 10.1038/s42003-026-10751-6.

ABSTRACT

Fast, highly constrained sensorimotor acts require rapid coordination of distributed cortical systems on subsecond timescales. Here, we used source-resolved magnetoencephalography to characterise time-locked cortical connectivity during voluntary swallowing in 74 healthy adults. Cluster-based network statistics revealed focal swallowing-related connectivity changes confined to anatomically selective subnetworks. Undirected phase-lagged connectivity identified theta- and low-gamma weighted phase lag index (wPLI) effects involving somatosensory, motor, supramarginal, and insular regions. Directed connectivity revealed sparse high-gamma phase slope index (PSI) subnetworks centred on the primary somatosensory cortex and anterior insula. Time-window analyses demonstrated temporally evolving low-gamma interactions between posterior parietal and insular regions, while laterality analyses showed rightward theta-band directed asymmetries during later swallowing phases. In contrast, global graph-theoretical metrics and node-level hub measures remained largely stable after correction for multiple comparisons. These findings indicate that voluntary swallowing is supported by focal, frequency-specific, and temporally structured cortical interactions rather than broad global network reconfiguration.

PMID:42567925 | DOI:10.1038/s42003-026-10751-6

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Nevin Manimala Statistics

Spectrofluorometric and spectrophotometric assay of anticancer drug ensartinib using ion-pair complex formation reaction with eosin Y

Sci Rep. 2026 Aug 7;16(1):24453. doi: 10.1038/s41598-026-64336-8.

ABSTRACT

Two simple, sensitive, and eco-friendly spectroscopic methods were developed for the determination of ensartinib through ion-pair complexation with eosin Y. Method A represents the first reported spectrofluorometric assay for the studied drug and it is based on fluorescence quenching of eosin Y at pH 3.3, showing linearity over 100-1000 ng mL⁻¹ with LOD and LOQ values of 21.2 and 64.1 ng mL⁻¹, respectively. Method B is a spectrophotometric method based on measuring the absorbance of the formed ion-pair complex at 550 nm, obeying Beer’s law over 1.0-10.0 µg mL⁻¹, with LOD and LOQ values of 132 and 400 ng mL⁻¹, respectively. Both methods were validated according to ICH guidelines and exhibited excellent accuracy (98.51-101.68%) and precision (RSD < 2%). The proposed procedures were successfully applied to capsules, providing mean recoveries of 99.29 ± 1.11% and 100.39 ± 0.98% for Methods A and B, respectively. Statistical comparison with a reported chromatographic method showed no significant difference at the 95% confidence level. The environmental impact of the developed methods was assessed using AGREE and GAPI tools, confirming their compliance with green analytical chemistry principles.

PMID:42567906 | DOI:10.1038/s41598-026-64336-8

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Nevin Manimala Statistics

Relationships between ECAP amplitude growth functions and perceptual growth in cochlear implant users: Implications for individualized cochlear implant fitting

Hear Res. 2026 Jul 29;480:109764. doi: 10.1016/j.heares.2026.109764. Online ahead of print.

ABSTRACT

OBJECTIVE: This study examined if the amplitude growth function (AGF) of the electrically evoked compound action potential (ECAP) can objectively predict the perceptual loudness growth function (LGF) in cochlear implant (CI) users.

METHODS: ECAP AGFs were measured in 16 CI users across all active electrodes using the MED-EL AutoART fine-grain procedure. Perceptual LGFs were obtained with psychophysical loudness scaling at stimulation rates between 150 and 1200 pulses per second (pps). A third experiment collected ECAP and LGF data simultaneously at 80 pps. Both physiological and perceptual functions were normalized to their dynamic ranges, and a power-law transformation was fitted to model the transformation between ECAP amplitude and perceived loudness. The effects of stimulation rate and electrode position on the model parameters were examined statistically, and the model’s predictive accuracy was assessed using a goodness-of-fit (R²) analysis.

RESULTS: Loudness growth functions showed a systematic rate dependency: shifting from compressive at 80 pps to expansive at 1200 pps. Electrode-specific effects were less pronounced. The power-law exponent increased significantly with stimulation rate (p < 10⁻¹⁵), indicating steeper loudness growth at higher rates. The transformation model was remarkably accurate predicting perceptual loudness: 66% of fits yielded R²>0.8 and 45% >0.9, demonstrating strong correspondence between physiological and perceptual growth functions.

CONCLUSIONS: A strong, systematic relationship exists between ECAP AGFs and perceptual loudness growth across stimulation rates in CI users. Modeling loudness growth from ECAP data provides a viable path toward objective, physiology-based individualization of compression functions in future CI fittings.

PMID:42566843 | DOI:10.1016/j.heares.2026.109764

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Nevin Manimala Statistics

Surgical axillary intervention after neoadjuvant systemic therapy (NST) for early-stage breast cancer – Clinical significance of micrometastases: Data from five neoadjuvant studies

Breast. 2026 Jul 22;89:104886. doi: 10.1016/j.breast.2026.104886. Online ahead of print.

ABSTRACT

INTRODUCTION: Axillary surgery for early breast cancer has become less aggressive. However, the optimal approach after neoadjuvant systemic therapy (NST) remains uncertain and depends on axillary response. Especially the significance of nodal micrometastases (ypN1mi) after NST regarding oncological outcome remains controversial. Our study retrospectively analyzed ypN1mi occurrence in five neoadjuvant GBG/AGO-B trials from 2012 to 2019.

METHODS: We analyzed 3211 high-risk early breast cancer patients from five neoadjuvant chemotherapy studies (GeparSepto, GeparOcto, GeparNuevo, GeparX, GeparOla). Patients who underwent breast surgery were analyzed based on type of axillary surgery, ypN1mi incidence, and its correlation with outcome.

RESULTS: 98.5% (3163/3211) of patients had breast surgery and axillary information data available. Before NST, 44.1% (1395/3163) had sentinel lymph node biopsy (SLNB), 0.7% (22/3163) underwent axillary lymph node dissection (ALND), and 55.2% (1746/3163) had no axillary surgery. After NST, 65.3% (2057/3150) underwent axillary surgery: SLNB only in 19.4% (612/3150), targeted lymph node biopsy (TLNB) only in 0.2% (5/3150), targeted axillary dissection (TAD) in 0.9% (27/3150), ALND only in 40.9% (1288/3150), and completion ALND following SLNB, TLNB, or TAD in 4.0% (125/3150). Disease-free survival (DFS) was significantly reduced with hazard ratios (HR) of 2.53 (CI 1.63-3.92; p < 0.001) for ypN1mi and 2.43 (CI 1.98-3.00; p < 0.001) for ypN1 compared to ypN0. Likewise, HRs for overall survival (OS) were 3.17 (CI 1.77-5.68) for ypN1mi and 3.03 (CI 2.28-4.03) for ypN1.

CONCLUSION: Our data suggest that minimal axillary residuals after NST may affect DFS, DDFS and OS; however, further analysis is needed to assess other variables.

PMID:42566837 | DOI:10.1016/j.breast.2026.104886

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Nevin Manimala Statistics

Cost-effectiveness of the special care unit for persons with dementia

J Prev Alzheimers Dis. 2026 Aug 7;13(9):100647. doi: 10.1016/j.tjpad.2026.100647. Online ahead of print.

ABSTRACT

INTRODUCTION: We aimed to estimate the cost-effectiveness of the patient-centered special care unit for behavioral and psychological symptoms of dementia (SCU-B) in the Respectful Caring for the Agitated Elderly (RECage) study.

METHODS: A health-economic evaluation was performed alongside a controlled European multicenter three-year longitudinal cohort study enrolling 508 participants in a non-SCU-B cohort and SCU-B cohort. Health service resource use, costs, quality-adjusted life years (QALYs), and incremental cost per QALY gained were assessed.

RESULTS: Total QALYs were lower (-0.13; bootstrap-interval -0.23 to -0.02) and total costs were higher (€24,960; bootstrap-interval 14,870 to 35,090) in the SCU-B cohort. Base case and sensitivity analyses indicated the SCU-B was likely not cost-effective.

DISCUSSION: Widespread implementation as well as disinvestment of SCU-B cannot be recommended, given the uncertainty of the study results. We recommend a randomized study stratified by (local/county) region for conclusive evidence.

PMID:42566821 | DOI:10.1016/j.tjpad.2026.100647