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Nevin Manimala Statistics

Outpatient worsening heart failure in transthyretin amyloid cardiomyopathy: Findings from ATTRibute-CM

Eur J Heart Fail. 2026 May 29:xuag177. doi: 10.1093/ejhf/xuag177. Online ahead of print.

ABSTRACT

BACKGROUND: Acoramidis, an oral transthyretin stabilizer that achieves near-complete (≥90%) transthyretin stabilization, demonstrated significant clinical benefit over placebo in participants with transthyretin amyloid cardiomyopathy (ATTR-CM) in the phase 3 ATTRibute-CM trial (NCT03860935).

METHODS: Post-hoc exploratory analyses of ATTRibute-CM were performed to evaluate associations between outpatient worsening heart failure (HF) (initiation/escalation of oral loop diuretics) and clinical outcomes, the impact of acoramidis on outpatient worsening HF, and the effect of acoramidis on clinical outcomes adjusting for time-dependent first outpatient worsening HF.

RESULTS: In the modified-intention-to-treat population, 287/611 participants (46.97%) experienced outpatient worsening HF, which was associated with an increased risk of all-cause mortality (ACM)/recurrent cardiovascular hospitalization (CVH) (hazard ratio [HR] 1.95, 95% confidence interval [CI] 1.51-2.51), first CVH (HR 2.78, 95% CI 1.95-3.95), ACM (HR 1.64, 95% CI 1.14-2.36), and cardiovascular mortality (HR 1.63, 95% CI 1.08-2.46) through month 30. Acoramidis was associated with a 41% risk reduction of first outpatient worsening HF versus placebo (HR 0.59, 95% CI 0.46-0.75); Kaplan-Meier curves separated early, nominal statistical significance was first reached at day 30 (HR 0.562, 95% CI 0.317-0.998; p = 0.0492), and sustained nominal statistical significance was achieved at day 134 through month 30. When adjusting for time-dependent first outpatient worsening HF over 30 months, acoramidis reduced the risk of ACM/recurrent CVH and first CVH versus placebo.

CONCLUSIONS: Outpatient worsening HF was associated with clinical outcomes in ATTR-CM. Acoramidis reduced the risk of outpatient worsening HF; effects emerged early and persisted throughout follow-up.

PMID:42216490 | DOI:10.1093/ejhf/xuag177

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Nevin Manimala Statistics

Racial and Ethnic Differences in Health Service Utilization Among Non-Hispanic Black and Non-Hispanic White Men: Findings From Medical Expenditure Panel Survey

Am J Mens Health. 2026 May-Jun;20(3):15579883261453361. doi: 10.1177/15579883261453361. Epub 2026 May 29.

ABSTRACT

Persistent racial disparities underscore the disproportionate burden of poor health among Black men in the United States. Black men also use health care services less often, yet gaps remain in the literature on racial differences in health care utilization patterns. The objective of this study was to examine potential race differences in health care service utilization, specifically whether they had at least one office-based provider visit during the year between Black and White men. Data from the 2022 Medical Expenditure Panel Survey were used, consisting of a sample of 5,921 men (4,837 non-Hispanic White and 1,084 non-Hispanic Black). The dependent variable, health care utilization, was based on the aggregated 2022 annual total of office-based provider visits and was coded as a binary indicator of whether the respondent had at least one visit during the year. Race and ethnicity were based on respondents’ self-reported race and whether they identified as Hispanic, Latino, or of Spanish origin. Approximately 73 percent of the men had at least one office-based provider visit during the year, and 18 percent of the sample were NHB men. After adjusting for covariates, NHB men had a lower prevalence of having an office-based physical annual visit during the year (prevalence ratio = 0.83, 95% confidence interval [0.77, 0.88]) than NHW men. This difference may reflect medical mistrust and other health care system barriers rooted in historical and ongoing discrimination against Black men, which limits access to care. These findings underscore the need to address the root causes of barriers to health care utilization among Black men.

PMID:42216465 | DOI:10.1177/15579883261453361

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The Correlation Between and Variability of Three Balance Scales in the Assessment of Balance Function in Patients With Ataxia

Rev Neurol. 2026 May 25;81(5):48265. doi: 10.31083/RN48265.

ABSTRACT

BACKGROUND: Spinocerebellar ataxia (SCA) is a rare group of hereditary degenerative disorders with major symptoms such as unsteady gait, dysarthria, and finger-nose instability. At present, the Berg Balance Scale (BBS) is a widely utilized balance assessment tool for SCA patients, exhibiting high reliability. The objective of this study was to ascertain whether the Semans Scale and the Balance Coordination Test can also be utilized for balance assessment in SCA patients.

METHODS: A total of 32 patients with SCA who had been diagnosed according to previously reported molecular criteria were recruited between 2021 and 2022. In addition, all patients completed assessments for all three scales.

RESULTS: The results of the study demonstrated a moderate positive correlation between the BBS and both the Semans Scale and Balance Coordination Test scores (BBS versus Semans: r = 0.568, p < 0.001; BBS versus Balance Coordination Test: r = 0.625, p < 0.001). However, the Wilcoxon signed-rank test showed statistically significant differences between BBS and both Semans Scores (Z = -2.955, p = 0.003) and Balance Coordination Test scores (Z = -3.666, p < 0.001).

CONCLUSIONS: The Semans Scale and Balance Coordination Test reflect the balance function of SCA patients to a certain extent and can be used as valid complements to the BBS, providing additional information for clinical treatment and rehabilitation.

PMID:42216463 | DOI:10.31083/RN48265

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Nevin Manimala Statistics

Re-Evaluating Probiotic Efficacy in Irritable Bowel Syndrome: A Call for Rigorous Statistics, Digital Therapeutics, and Microbiome-Driven Precision

J Gastroenterol Hepatol. 2026 May 29. doi: 10.1111/jgh.70459. Online ahead of print.

NO ABSTRACT

PMID:42216230 | DOI:10.1111/jgh.70459

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Nevin Manimala Statistics

Diagnostic approach and management of patients with headache in Danish chiropractic practice

Chiropr Man Therap. 2026 May 29. doi: 10.1186/s12998-026-00652-0. Online ahead of print.

ABSTRACT

BACKGROUND: Headache disorders are among the leading causes of disability globally. In primary care, including chiropractic practice, clinicians often serve as the first point of contact for patients seeking evaluation and management of headache. Despite this, limited evidence exists regarding how Danish chiropractors assess, diagnose, and manage headache in routine practice. This study aimed to examine how Danish chiropractors adopt a profession-specific clinical care standard, conduct clinical assessments, apply the ICHD-3 diagnostic criteria, and manage patients presenting with headache.

METHODS: A cross-sectional, questionnaire-based study was conducted between May 2022 and August 2022 among Danish chiropractors. The Danish Headache Questionnaire was used covering aspects such as diagnostic knowledge, clinical assessments and management. Descriptive statistics were used to characterise respondents and their clinical practices. A predefined threshold of ≥ 70% was applied to indicate acceptable adherence to the clinical care standard and sufficient familiarity with the ICHD-3 criteria.

RESULTS: A total of 100 chiropractors completed the questionnaire, corresponding to a response rate of 14.4%. Self-reported data indicated that a larger percentage of Danish chiropractors demonstrate adequate knowledge of and adhere well to the clinical care standard. However, a proportion of respondents reported modest familiarity with specific elements of the standard and knowledge of red flags was limited. Overall familiarity with, and use of, the ICHD-3 diagnostic criteria was high. Management approaches largely aligned with guideline-supported strategies, with most chiropractors reporting the use of manual therapy, exercise, and patient education. In contrast, structured monitoring tools – such as headache diaries – were seldom used.

CONCLUSION: Respondents generally appear to follow the profession-specific clinical care standard, demonstrate good familiarity with ICHD-3 criteria, and deliver guideline-aligned management for patients with headache. These findings suggest that chiropractors may play a meaningful role in primary-care headache management and potentially help reduce the burden on other health-care providers, although the low response rate warrants caution in generalising these findings. Identified gaps in knowledge and practice indicate a need for targeted postgraduate education, enhanced implementation strategies to support consistent use of clinical care standards and guidelines, and policy initiatives that facilitate the integration of chiropractors into interdisciplinary headache care pathways.

PMID:42216224 | DOI:10.1186/s12998-026-00652-0

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Nevin Manimala Statistics

3’UTR regulation of axon translation and optic nerve regeneration

Mol Neurodegener. 2026 May 29. doi: 10.1186/s13024-026-00952-2. Online ahead of print.

ABSTRACT

BACKGROUND: In the adult mammalian central nervous system (CNS), failure of axon regeneration limits recovery after traumatic injury or in neurodegenerative disease. Local protein translation has been implicated in the regulation of axon growth in highly compartmentalized neurons. 3′ untranslated regions (3’UTRs) of mRNAs play critical roles in RNA localization and modification. Here we studied the regulation of 3’UTRs in growth cone and axon regeneration.

METHODS: Using fluorescence recovery after photobleaching (FRAP), we examined dynamic changes of mRNA 3’UTRs-related local translation in distal growth cones of primary neurons, initially comparing 3’UTRs from Gap43, normally localized to axons, and gamma-actin (Actg1), normally distributed to soma and axon. Local translation patterns in response to trophic factors and depolarization stimuli were analyzed, with or without translation inhibitor anisomycin. Adeno-associated viral vectors were used to express constitutively active Src with specific 3’UTRs after optic nerve injury in vivo. Axon growth and Src signaling were detected to identify function of 3’UTRs in axon regeneration. Statistical analysis was performed using one-way ANOVA or Kruskal-Wallis test, two-tailed unpaired t-test or Mann-Whitney test for data sets with different distributions.

RESULTS: We discovered different 3’UTRs led to differences in local translational regulation in growth cones in vitro, including in response to relevant signals such as brain-derived neurotrophic factor (BDNF), forskolin, ciliary neurotrophic factor (CNTF), depolarization and repolarization. In vivo, we found that addition of 3’UTRs from Gap43 or Actg1 to a construct expressing constitutively active Src, which normally regulates growth cone and axon elongation, increased Src mRNA and protein localization, and Src activity measured by phospho-FAK in the optic nerve and optic tract, and the 3’UTR of Gap43 promoted more long-distance axon regeneration after optic nerve injury.

CONCLUSIONS: Together these data enhance our understanding of the complexity of 3’UTR-mediated regulation of local axon translation, and point to potential therapeutic avenues for growth cone-related protein expression and local translation via 3’UTR manipulation.

PMID:42216210 | DOI:10.1186/s13024-026-00952-2

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Association between health-related quality of life and medication discrepancies: a cross-sectional study of older Chinese adults with type 2 diabetes mellitus

Health Qual Life Outcomes. 2026 May 29. doi: 10.1186/s12955-026-02556-2. Online ahead of print.

ABSTRACT

BACKGROUND: Health-related quality of life (HRQoL) is a widely used indicator for assessing individuals’ subjective perception of life quality and population health status. It evaluates the multiple dimensions related to health, including physical, psychological, and social aspects, and may be associated with self-management behaviors and treatment adherence in patients with chronic diseases. This study examines the association between HRQoL and medication discrepancies (MDs) among older adults with type 2 diabetes mellitus (T2DM) during the transition from hospital to home care.

METHODS: The cross-sectional survey was conducted in Baoding City, Hebei Province, China. Data from patients (N = 552) were collected using a questionnaire that included the Chinese version of the MOS 36-Item Short Form Health Survey, a sinicized and modified version of the Medication Discrepancy Tool, and a general information form. Descriptive statistics, logistic regression models, and generalized additive models were employed to examine the associations between the variables.

RESULTS: The prevalence of MD in the study population was 55.8%. After adjustment for sociodemographic, clinical, and medication-related characteristics, both the Physical Component Summary and Mental Component Summary scores were significantly associated with MD. In the adjusted analyses, the medium-score group showed the highest odds of MD, followed by the high-score group, whereas the low-score group showed the lowest odds.

CONCLUSIONS: HRQoL is associated with MD among older adults with T2DM during the post-discharge care transition, with a non-monotonic pattern in which MD prevalence peaks in the moderate HRQoL range. Solely disease severity-based models may overlook the relevance of subjective health perceptions in relation to medication behaviors. These findings suggest that HRQoL warrants consideration in understanding medication safety during care transitions, though the conclusions await confirmation in prospective studies.

PMID:42216205 | DOI:10.1186/s12955-026-02556-2

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Nevin Manimala Statistics

The link between dietary inflammation and hyperuricemia: what is the mediating role of insulin resistance and abdominal obesity?

Nutr Metab (Lond). 2026 May 29. doi: 10.1186/s12986-026-01143-y. Online ahead of print.

ABSTRACT

BACKGROUND: We investigated the serial mediating roles of insulin re-sistance (IR) and abdominal obesity in the association between the Dietary Inflamma-tory Index (DII) and hyperuricemia (HUA), and whether abdominal obesity moder-ated this pathway.

METHODS: We analyzed data from 8,232 adults in the National Health and Nutrition Examination Survey (2007-2016). The triglyceride-glucose (TyG) index served as a surrogate for IR. We employed serial mediation and moderated me-diation models.

RESULTS: Higher DII was associated with increased HUA risk. This re-lationship was serially mediated through the pathway: DII → TyG index → abdominal obesity → HUA. This indirect pathway accounted for 52.3% of the total effect, with abdominal obesity being the most potent mediator (contribution: 31.0%). Importantly, the mediating effect of the TyG index was significant only in individuals with a normal waist circumference (β = 0.0016, 95% CI: 0.0006, 0.0026) but was attenuated to non-significance in those with abdominal obesity.

CONCLUSION: Our findings suggest that IR and abdominal obesity may serially mediate the link between a pro-inflammatory diet and HUA. The me-diating role of IR appears to be prominent in individuals without abdominal obesity, whereas in those with obesity, obesity itself becomes the dominant factor. However, given the cross-sectional design, causal inferences cannot be drawn. These findings support developing stage-specific HUA prevention strategies, targeting insulin sensitivity or weight control based on an individual’s obesity status.

PMID:42216202 | DOI:10.1186/s12986-026-01143-y

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Nevin Manimala Statistics

Challenges in measuring acceptability, appropriateness, and feasibility: a case study in the pediatric intensive care unit

Implement Sci Commun. 2026 May 29. doi: 10.1186/s43058-026-00967-2. Online ahead of print.

ABSTRACT

BACKGROUND: Rigorous development and evaluation of implementation outcome measures is needed to advance the field of implementation science. The Acceptability of Intervention Measure (AIM), Feasibility of Intervention Measure (FIM), and the Intervention Appropriateness Measure (IAM) are commonly used, psychometrically validated measures. The objective of the current analysis was to analyze use of the AIM, FIM, and IAM in a single-center pediatric intensive care (PICU) unit study.

METHODS: This was a secondary analysis of a mixed-methods interventional study. The initial project studied development of a novel cardiac arrest ventilation rate metronome to improve adherence to guideline-recommended ventilation rates during CPR; study components included contextual inquiry, participatory intervention design, and simulation usability testing. Using a purposive sampling strategy for pre-implementation contextual inquiry, eligible participants included multidisciplinary PICU clinicians. The pre-implementation questionnaire asked about current cardiac arrest ventilation practices and perceived acceptability, appropriateness, and feasibility of our proposed intervention (AIM, FIM, and IAM). Five-point scale Likert data were summarized using descriptive statistics (medians and interquartile ranges). A score of > 3 was considered favorable.

RESULTS: Of 133 started instances of the pre-implementation survey, 107 were completed (80.5%). The response rate was 30.6% (107/350). Respondents included 34 nurses (31.8%), 18 respiratory therapists (16.8%), and 55 ordering providers (physicians and nurse practitioners; 51.4%). Most respondents (79/107; 73.8%) had previously participated in > 10 PICU cardiac arrests. Appropriateness, acceptability, and feasibility of the ventilation metronome were favorable (appropriateness median: 4 [IQR 4,5]; acceptability median: 4 [IQR 3,5]; feasibility median: 4 [IQR 4,4.5]). For each AIM, IAM, and FIM statement, ≥24.3% of all responses were the highest value on the 5-point scale. Of the 19.5% of survey instances with only partial responses, all but one (26/27; 96.3%) were stopped at the AIM, IAM, FIM matrix of statements.

CONCLUSIONS: In this single-center PICU study utilizing the previously validated Acceptability of Intervention Measure, Feasibility of Intervention Measure, and Intervention Appropriateness Measure, there were several challenges associated with the use of these scales, including (1) survey responses that were terminated at the portion of the questionnaire presenting the AIM, IAM, and FIM and (2) ceiling effect.

PMID:42216201 | DOI:10.1186/s43058-026-00967-2

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Nevin Manimala Statistics

Predicting short birth intervals in Bangladesh using stacked machine learning and SHAP explainability: evidence from BDHS 2022

Reprod Health. 2026 May 29. doi: 10.1186/s12978-026-02367-0. Online ahead of print.

ABSTRACT

BACKGROUND: Short birth interval (SBI) is a major public health concern, associated with adverse outcomes such as preterm birth, low birth weight, and maternal depletion. Identifying its influential predictors is essential for improving family planning and maternal health interventions. The study aimed to predict SBI and identify its influential predictors using stacked machine learning and SHAP explainability.

METHODS: This study used data, obtained from the Bangladesh Demographic and Health Survey (BDHS), 2022. The dataset comprised 11,872 respondents, of whom 2,137 experienced SBI (18.0%). Class imbalance problem was addressed by applying class weighting during model training. Boruta and least absolute shrinkage and selection operator-based methods were applied to identify the most important predictors of SBI. Subsequently, multiple machine learning models (including logistic regression, random forest, extreme gradient boosting, categorical boosting, artificial neural network, and stacking ensemble) were used to predict SBI and evaluated their model performances using accuracy, precision, sensitivity, F1-score, and the area under the curve (AUC). Finally, SHAP explainability were employed to identify the most influential predictors of SBI.

RESULTS: The stacking ensemble model achieved the highest predictive performance compared to the individual models, with an accuracy of 65.8%, precision of 42.6%, sensitivity of 72.3%, F1-score of 53.6%, and modest AUC of approximately 0.667. The SHAP analysis showed that no educated respondents, higher parity, and do not intend to use contraceptive method were the most influential predictors of SBI.

CONCLUSION: Interventions could therefore focus on improving female education, expanding access to contraceptives, and promoting awareness of optimal birth spacing. Policymakers may incorporate SHAP explainability to support data-driven reproductive health strategies to reduce SBI in Bangladesh.

PMID:42216193 | DOI:10.1186/s12978-026-02367-0