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Nevin Manimala Statistics

Medications Associated with Increased Risk of Hypoglycemia in Older Adults on Sulfonylureas: A High-Throughput Case-Crossover-Based Screening Study

Drug Saf. 2025 Nov 27. doi: 10.1007/s40264-025-01629-3. Online ahead of print.

ABSTRACT

BACKGROUND: Sulfonylureas (SU) are widely used for diabetes management in older adults but can cause hypoglycemia, which may be worsened by drug interactions. We applied high-throughput data mining to identify medications that could increase hypoglycemia risk when taken with SU.

METHODS: Using Medicare, MarketScan, and Optum Clinformatics (2003-2022), we identified patients aged ≥ 65 years who experienced a severe hypoglycemic event after at least 90 days on SU. We evaluated all medications dispensed in the 90 days before the event using a case-crossover (CCO) design. We adjusted for time-varying confounding and direct effect of the evaluated medications (precipitant) using a case-case time-control (CCTC) approach and metformin as control. We computed odds ratios (ORs) for its association with hypoglycemia. The false discovery rate (FDR) was controlled at 0.05 to adjust for multiple testing. To reduce confounding from other diabetes medications, we analyzed non-diabetes and diabetes medications separately.

RESULTS: Among 1607 candidate drugs received before experiencing hypoglycemia, 86 non-diabetes medications showed a CCO OR ≥ 1.00. With metformin as control, sulfamethoxazole/trimethoprim (CCTC OR 1.76, p < 0.01, FDR q < 0.01) and metronidazole (CCTC OR 2.17, p < 0.01, FDR q = 0.04) were associated with severe hypoglycemia. Among 10 diabetes medications, insulin showed increased association (CCO OR 1.22, p < 0.01); however, once adjusted for the drug’s direct effects, CCTC OR was 1.03 (p = 0.47, FDR q = 0.47).

CONCLUSIONS: Using a high-throughput data mining approach, we identified two antibiotics (sulfamethoxazole/trimethoprim and metronidazole) that may increase hypoglycemia risk in older adults on sulfonylureas. Given the exploratory nature of this study, these findings warrant further investigation.

PMID:41307830 | DOI:10.1007/s40264-025-01629-3

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Nevin Manimala Statistics

Bone health and its association with lifestyle factors among urban and rural middle-aged Indian adults

Arch Osteoporos. 2025 Nov 27;20(1):148. doi: 10.1007/s11657-025-01623-3.

ABSTRACT

In 744 adults from Pune (Western India) and nearby villages, osteoporosis prevalence was higher in rural women than urban (43% vs 18%). Advancing age, location, height, tobacco use and sunlight were key determinants. These findings emphasize urgent need for preventive and management strategies in rural population to reduce osteoporosis burden.

BACKGROUND: About 150 million older adults (age > 60y) live in India presently, representing ~ 14% of the global older population. The population is expected to reach 324 million by 2050, leading to higher healthcare burden from conditions like osteoporosis. However, there is limited knowledge about bone health and its determinants in middle-aged rural and urban Indian adults.

METHODS: This study included 744 adults (398 women) aged > 40y from urban and rural areas of Pune, India. We assessed areal bone mineral density (aBMD) at lumbar spine and femur using dual energy x-ray absorptiometry and volumetric bone parameters by peripheral quantitative computed tomography. Socio-economic-status and lifestyle factors (diet, physical activity, tobacco use, sunlight) were evaluated. Differences in bone parameters were analysed and multiple linear regression was used to identify predictors of bone health.

RESULTS: Significant differences observed in anthropometry and lifestyle factors in urban and rural population. Rural men and women had lower aBMD than urban, with osteoporosis more common in rural women (43%) than urban (18%), and in women compared to men (31% vs 8%). In both sexes, bone outcomes were influenced by anthropometric, residential, and lifestyle factors. Height and rural residence predicted bone density and geometry in men, while in women, age, height, rural residence, tobacco intake, and sunlight exposure were key determinants CONCLUSION: Rural population showed poor bone health. Bone health in both sexes was influence by age, height, rural residence, lifestyle factors like tobacco use and sunlight exposure. Strategies targeting lifestyle modification may help improving bone health among Indians.

PMID:41307825 | DOI:10.1007/s11657-025-01623-3

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Nevin Manimala Statistics

VTE risk assessment in trauma patients: a comparative analysis of Caprini, Trauma Embolic Scoring System, and Greenfield Risk Assessment profile models in a single sample

J Thromb Thrombolysis. 2025 Nov 27. doi: 10.1007/s11239-025-03215-x. Online ahead of print.

ABSTRACT

Several risk assessment models (RAMs) guide standardized prophylaxis to prevent venous thromboembolism (VTE) in trauma patients. The Caprini, Trauma Embolic Scoring System (TESS), and Greenfield Risk Assessment Profile (RAP) have been validated individually, but their predictive powers have not been directly compared in the general trauma population. This study evaluated the discriminatory ability of these three RAMs in trauma patients at an ACS-verified Level I Trauma Center. A retrospective review was performed of adult trauma patients in a single institution over one year. Demographic and clinical data were used to calculate Caprini, TESS, and RAP scores. The primary outcome was inpatient VTE. Logistic regression models – both combined and separate – generated receiver operating characteristic (ROC) curves for each score. Caprini served as the reference for comparing discriminatory ability. Among 1,276 patients, 33 (2.6%) developed inpatient VTE. Caprini, TESS, and RAP scores predicted VTE with odds ratios of 1.07 (95% CI 1.04-1.10), 1.39 (95% CI 1.23-1.56), and 1.20 (95% CI 1.12-1.29), respectively. ROC c-statistics were similar: Caprini 0.75 (95% CI 0.68-0.82), TESS 0.73 (95% CI 0.64-0.83), and RAP 0.70 (95% CI 0.60-0.79). Caprini, TESS, and RAP RAMs showed comparable moderate discriminatory ability (c-statistic > 0.70) in predicting inpatient VTE among trauma patients. No model was superior, suggesting any of these RAMs may guide standardized VTE prophylaxis in this population.

PMID:41307791 | DOI:10.1007/s11239-025-03215-x

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Nevin Manimala Statistics

Inferences on the Watts-Strogatz Model: A Study on Brain Functional Connectivity

Neuroinformatics. 2025 Nov 27;23(4):57. doi: 10.1007/s12021-025-09756-z.

ABSTRACT

Modelling real-world networks allows investigating the structure and the dynamics of such networks, which led to significant developments in various scientific fields. One of the most used models in these investigations is the Watts-Strogatz, with a structure composed of high clustering and short path lengths known as small-world networks. This model proposes an interesting gradient between regular and random networks, but its generating process, which relies on a single rewiring probability parameter, is hard to access and to manipulate. In order to study the mechanics of the Watts-Strogatz model, the present work proposes a new method based on deep neural networks that could estimate its probability p. To illustrate its applicability, neuroimaging and phenotypic resting-state fMRI data were used from patients with ADHD and typical development children, obtained from the ADHD-200 database. The neural network efficiently estimated the probability parameter, resulting in small-world graphs for functional brain connectivity with a mean ± s.e.m. p distribution of 0.804 ± 0.003. Despite no difference was found considering the gender or diagnosis of participants, the generalized linear model revealed age as a significant predictor of p (mean ± s.e.m.: 4.410 ± 0.877; p < 0.001), indicating a great effect of neurodevelopment on the brain network’s structure. The proposed approach is promising in estimating the probability of the Watts-Strogatz model, and its application has the potential to improve investigations of network connectivity with a relatively efficient and simple framework.

PMID:41307783 | DOI:10.1007/s12021-025-09756-z

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Nevin Manimala Statistics

Long-term ambient air pollution and the risk of hip fracture among older adults: a nationwide cohort study

Arch Osteoporos. 2025 Nov 27;20(1):147. doi: 10.1007/s11657-025-01636-y.

ABSTRACT

Hip fracture poses a major public health burden in aging populations. The relationship between long-term air pollution exposure and hip fracture risk remains unclear. In our study, long-term exposure to PM2.5, PM10, and NO2 was associated with increased hip fracture risk, while ozone exposure showed a protective effect.

PURPOSE: This study aimed to evaluate the associations between major air pollutants and incident hip fracture in a nationwide Chinese cohort.

METHODS: We included 14,101 participants aged ≥ 45 years from the China Health and Retirement Longitudinal Study (2011-2020). Annual concentrations of PM2.5, PM10, O3, and NO2 were estimated using the CHAP dataset. Log-binomial regression models were applied to calculate relative risks (RRs) and 95% confidence intervals (CIs). Subgroup and sensitivity analyses were performed to assess the robustness and consistency of the findings.

RESULTS: During a 9-year follow-up, 474 participants (3.37%) experienced hip fracture. Each 10 µg/m3 increase in PM2.5 and PM10 concentrations was associated with a higher risk of hip fracture (PM2.5: RR 1.129, 95% CI 1.071-1.191; PM10: RR 1.052, 95% CI 1.024-1.081). In contrast, ozone exposure showed an inverse association (RR 0.518, 95% CI 0.458-0.585). No overall association was found for NO2, although an elevated risk was observed in the third exposure quartile (RR 1.302, 95% CI 1.012-1.675). Subgroup analyses indicated stronger PM2.5-related risks among participants with higher education levels, a more pronounced inverse association with ozone in adults aged < 60 years and current smokers, and greater NO2-related risk among non-smokers.

CONCLUSIONS: Long-term exposure to PM2.5 and PM10 increased hip fracture risk, while ozone exposure appeared protective. Moderate NO2 exposure may also affect bone fragility. These results highlight the need for pollutant-specific prevention strategies.

PMID:41307780 | DOI:10.1007/s11657-025-01636-y

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Nevin Manimala Statistics

Trends, patterns, and outcomes of hip fractures over 14 years: insights from a tertiary trauma center in Beijing, China (2009-2022)

Arch Osteoporos. 2025 Nov 27;20(1):146. doi: 10.1007/s11657-025-01637-x.

ABSTRACT

Over 14 years, hip fracture patients grew older, with shorter hospital stays. Femoral neck fractures were more common than intertrochanteric fractures, but the latter had worse functional outcomes and higher complications. Surgery was standard, with nailing for intertrochanteric and arthroplasty for femoral neck fractures. Older age increased adverse outcomes.

AIM: We aimed to investigate trends in patient characteristics and outcomes in patients after hip fractures.

METHODS: We analyzed data from hip fracture patients treated at our trauma center between January 2009 and December 2022. Variables included fracture type, sex, age, BMI, admission/discharge times, anesthesia type, ASA classification, treatment methods, surgery duration, discharge activities of daily living, and complications.

RESULTS: This retrospective study of 2965 hip fracture patients revealed a predominance of femoral neck fractures (56.6%) over intertrochanteric fractures (43.4%), with females comprising two-thirds of cases. Mean patient age increased significantly over time, particularly for intertrochanteric fractures (79.4 vs. 75.0 years for femoral neck). Hospital stays markedly decreased (25.5 to 9.1 days for intertrochanteric; 20.2 to 8.9 days for femoral neck). Intertrochanteric fractures were associated with worse functional outcomes (discharge ADL, 38.5 vs. 42.2, P = 0.009) and higher ICU admission (11.4% vs. 6.0%, P < 0.001). Surgical management dominated (92.3%), with intramedullary nailing for intertrochanteric fractures (86.3%) and arthroplasty for femoral neck fractures (73.7%). ASA classification indicated poorer physiological status in intertrochanteric fracture patients (P < 0.001). In-hospital mortality escalated with age and prolonged injury-to-admission time (P < 0.001).

CONCLUSION: During 2009-2022, the mean age of hip fracture patients increased significantly, while hospital stays decreased. Intertrochanteric fractures were associated with poorer functional outcomes and higher complication rates compared to femoral neck fractures. Surgical management, particularly intramedullary nailing and arthroplasty, predominated. Older adults exhibited the higher burden of adverse outcomes, with mortality and complications rising with age.

PMID:41307770 | DOI:10.1007/s11657-025-01637-x

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Nevin Manimala Statistics

The frequency of regulatory T-cells in Hashimoto’s thyroiditis and Graves’ disease

Clin Exp Med. 2025 Nov 27. doi: 10.1007/s10238-025-01964-w. Online ahead of print.

ABSTRACT

Till now, the management of autoimmune thyroid diseases (AITD) depends on symptomatic treatment and replacement or anti-thyroid therapy. Uncovering the pathophysiologic mechanisms of autoimmunity provides hope for new insights into management. These new treatments aim to modulate the immune reaction and stop the autoimmune process. T regulatory cells (Tregs) are central in antagonising autoimmunity. This study aimed to compare the number of CD4/CD25/FOXP3 T regulatory cells in the different forms of autoimmune thyroid diseases and in the normal population, and to compare the number of CD4 + CD25 + FOXP3 + T regulatory cells between the different forms of AITD, HT, and GD. Also, to investigate the difference in the number of CD4/CD25/FOXP3 T regulatory cells in AITD associated with allergic disorders on one hand and autoimmune thyroid diseases not associated with allergic disorders on the other hand. This study included 18 patients suffering from Hashimoto’s thyroiditis (HT), 15 patients suffering from Graves’ disease (GD); and, for comparison, the Tregs level was measured in 15 healthy control patients. A statistically significant decrease was found regarding CD4/CD25, CD25/FOXP3 percentages and CD4/CD25/FOXP3 absolute number between patients of AITD and the normal population. The absolute number of CD4/CD25/FOXP3 was lower in the GD group than in HT group. Allergic comorbidities do not influence Tregs percentage or their CD4/CD25/FOXP3 absolute number in any of the AITD forms. Tregs may be a potential therapeutic target for AITD.

PMID:41307767 | DOI:10.1007/s10238-025-01964-w

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Nevin Manimala Statistics

Risk factors for postoperative acute kidney injury in major non-cardiac surgery: Systematic review with meta-analysis

J Perioper Pract. 2025 Nov 27:17504589251390407. doi: 10.1177/17504589251390407. Online ahead of print.

ABSTRACT

INTRODUCTION: Identifying risk factors for acute kidney injury (AKI) following major non-cardiac surgery is challenging due to heterogeneous findings and variable relevance across published studies. This complexity hinders the development of a standardised prognostic model.

METHODS: A systematic review and meta-analysis were conducted based on an extensive literature search (2002-2022) in PubMed, Scopus, Web of Science, Cochrane Central, LILACS, and Dart Europe. Studies were independently screened and selected, with extraction of relevant preoperative and intraoperative variables. Meta-analysis was performed using RevMan 5.4.

RESULTS: Out of 533 studies, ten met inclusion criteria. Significant risk factors for postoperative AKI included diabetes mellitus (OR: 1.65, CI: 1.20-2.27), hypertension (OR: 1.86, CI: 1.36-2.54), ACE inhibitors or ARBs use (OR: 1.76, CI: 1.48-2.09), ischaemic heart disease (OR: 1.93, CI: 1.55-2.41), and male sex (OR: 1.28, CI: 1.07-1.53). Protective factors were female sex (OR: 0.72, CI: 0.54-0.96) and higher preoperative haemoglobin (MD: -0.41, CI: -0.52 to -0.30). Trends without statistical significance were noted for older age, low glomerular filtration rate, prolonged operative time, and higher serum creatinine.

CONCLUSIONS: Comorbidities and certain pharmacological treatments significantly elevate postoperative AKI risk. These findings underscore the need for vigilant preoperative risk stratification.PROSPERO registration:CRD420251111455.

PMID:41307212 | DOI:10.1177/17504589251390407

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Nevin Manimala Statistics

Effects of Pallidal Deep Brain Stimulation on Speech and Swallowing in Pediatric Patients with Dystonia

Mov Disord Clin Pract. 2025 Nov 27. doi: 10.1002/mdc3.70454. Online ahead of print.

ABSTRACT

BACKGROUND: Bilateral globus pallidus internus deep brain stimulation (GPi-DBS) is a proven safe and effective treatment in certain forms of idiopathic or inherited dystonia (ID/IN). Its effects in acquired dystonia such as in dyskinetic cerebral palsy (DCP) however vary widely. The impact of GPi-DBS on speech and swallowing, which significantly affect quality of life, remains poorly understood, especially in pediatric patients.

OBJECTIVE: To evaluate GPi-DBS effects on speech and swallowing using the Frenchay Dysarthria Assessment 2 (FDA-2), in pediatric patients with dystonia, and assess how the effects differ between DCP and ID/IN patients.

METHODS: This pro- and retrospective multicenter study analyzes speech and swallowing pre- and 12 months post-GPi-DBS using FDA-2, including prospective data from the STIM-CP trial and retrospective data from the GEPESTIM registry.

RESULTS: Twenty-six patients were included (17 male, 9 female; 14 DCP, 12 ID/IN) with mean age of 12.2 years at DBS. No significant changes in FDA-2 total scores were observed pre- and post-DBS (pre: 46.3 ± 33.6; post: 46.3 ± 34.2). ID/IN patients showed consistently higher scores compared to DCP patients both pre- and post-DBS (P < 0.005). When adjusted for age, medication, and pre-surgical values, group differences narrowed, with minimal changes from baseline in both groups.

CONCLUSION: GPi-DBS did not significantly change FDA-2 scores pre- and post-DBS. Assessing speech and swallowing in pediatric patients with dystonia, impaired expressive language and/or intellectual disability is challenging. More comprehensive and patient-centered assessment tools are needed to fully capture DBS effects on these domains in these complex disabled patients.

PMID:41307194 | DOI:10.1002/mdc3.70454

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The Use of Community Advocacy Educational Toolkits: Explaining “Explanation of Benefits” to Support Adolescent and Young Adult Health in Pennsylvania

Health Promot Pract. 2025 Nov 27:15248399251390503. doi: 10.1177/15248399251390503. Online ahead of print.

ABSTRACT

Explanations of Benefits (EOBs) are claims documents sent by health insurers to notify policyholders of charges for their and their covered dependents’ medical care. EOBs can result in a breach of patient confidentiality for dependents; dependents may also avoid seeking health care services from fear of potential disclosure. We conducted an online survey in Fall 2021 with a convenience sample of adolescents and young adults (AYA) to gather pilot data on EOB-related barriers for AYA in Pennsylvania, which contributed to creating an informational toolkit. We characterized the sample using descriptive statistics and analyzed open-ended text responses using rapid-turnaround qualitative methods. Sixty-six AYA completed the survey; most were aged 18 to 25 and reported being dependent on a parent’s or guardian’s insurance plan. Key themes emerged, including health care avoidance due to fear of adult disapproval and desire for educational resources. Informed by these data and with the support of community organizations, we employed health communication strategies to develop a digital toolkit to engage AYA around this privacy issue and pending EOB-related legislation in Pennsylvania. The toolkit contains educational materials (e.g., text, images, infographics), social media prompts (e.g., templated text), and links to additional educational and advocacy resources to empower AYAs to make informed decisions about their health and health care needs.

PMID:41307172 | DOI:10.1177/15248399251390503