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Nevin Manimala Statistics

Serum vitamin D levels in patients with lung metastases

Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub. 2025 Aug 20. doi: 10.5507/bp.2025.024. Online ahead of print.

ABSTRACT

BACKGROUND AND AIM: Vitamin D deficiency is linked to increased cancer risk and death but the effect of vitamin D substitution on the prognosis of patients with malignant disease is debatable. We aimed to investigate the value of serum vitamin D3 levels in patients with a history of malignancy and confirmed lung metastases.

MATERIALS AND METHOD: Serum Vitamin D2 (25-hydroxyergokalciferol) and D3 (25‑hydroxycholekalciferol) levels were measured in 38 patients (28 with and 10 without lung metastases) using high performance liquid chromatography (HPLC). Serum Vitamin D2 + D3 levels of patients with lung metastases were analysed with respect to season, number of metastases, number of malignancies in the history, value according to the ASA (The American Society of Anaesthesiologists) physical status classification, and compared to patients with a history of malignancy without confirmed lung metastasis.

RESULTS: Overall, mean serum vitamin D3 levels were significantly higher in summer (summer vs. winter; 85.06 nmol/L vs. 61.01 nmol/L; P=0.013). There was no significant difference in vitamin D3 levels in summer or winter between patients with or without lung metastases. There was also no significant difference in vitamin D3 levels in the summer months between patients with a history of one malignancy versus those with two or more. In winter however, patients with a history of one malignancy had significantly higher vitamin D3 levels (mean, 75.25 nmol/L) than those with two or more malignancies (mean 44.6 nmol/L) (P=0.027). The differences between vitamin D3 levels in patients with ASA 2 and 3 were not statistically significant.

CONCLUSION: Vitamin D supplementation may be advisable for patients with a history of multiple malignancies, particularly during the winter months. However, confirmation in a clinical trial with a larger patient cohort is warranted before firm recommendations can be made.

PMID:40905227 | DOI:10.5507/bp.2025.024

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Did Not Wait Patients: Low-Risk for Admission and Deterioration

Emerg Med Australas. 2025 Oct;37(5):e70134. doi: 10.1111/1742-6723.70134.

ABSTRACT

OBJECTIVE: To determine the proportion of patients who are admitted to hospital following a ‘did not wait’ (DNW) encounter that are related to the initial episode of care, and to assess the frequency of clinical deterioration in this cohort.

METHODS: A retrospective observational study conducted at Dubbo Health Service in Western New South Wales, Australia, using patient-level data from 29 May to 1 October 2023. Patients with a DNW episode recorded anywhere within the Western NSW Local Health District who subsequently presented to Dubbo Emergency Department (ED) and were admitted within 28 days were included. Clinical records were reviewed to determine if the admission was related to the original DNW episode and whether clinical deterioration had occurred.

RESULTS: Out of 14,247 ED presentations, 1123 (7.4%) were classified as DNW. 315 patients re-presented to Dubbo ED within 28-days of a DNW episode of care and 32 were admitted to hospital. 26 of these admissions were related to the initial DNW episode, and 5 patients with admissions related to the initial DNW episode showed evidence of clinical deterioration (0.4% of the DNW cohort).

CONCLUSIONS: The majority of DNW episodes did not result in clinical deterioration or related hospital admission. These findings support existing evidence that challenges the assumption of high risk among DNW patients and suggest that health systems should re-evaluate performance metrics and resource investments focused on reducing DNW episodes of care.

PMID:40905223 | DOI:10.1111/1742-6723.70134

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The Impact of Interim Care Plans for Direct Inpatient Admissions on Emergency Department Length of Stay: A Retrospective Single-Site Matched-Cohort Study

Emerg Med Australas. 2025 Oct;37(5):e70132. doi: 10.1111/1742-6723.70132.

ABSTRACT

OBJECTIVE: Investigate the effect of interim care plans (ICP) for direct inpatient general medical and cardiology admissions on Emergency Department (ED) length of stay (LOS), and whether ICP were associated with adverse patient outcomes.

METHODS: This was a single-site retrospective study across 12 months in 2023, where ICP was implemented from 1st January. Adults presenting to ED and admitted under general medicine or cardiology, but not requiring high dependency unit care, were included. Patients admitted under ICP (ICP group) were matched to those admitted without ICP (NO-ICP group) via variable ratio up to 1:4 (ICP:NO-ICP) based on age (±10 years), sex, date of presentation (±7 days) and presentation time (day, evening or night). Patients in the NO-ICP group were excluded if vital signs at the time of triage or referral did not fulfil the ICP criteria. The primary outcome was ED LOS, with secondary outcomes including time to inpatient referral, time to bed booking, hospital LOS, and Medical Emergency Team (MET) calls within 24 h after referral.

RESULTS: ICP facilitated admissions were associated with shorter ED LOS compared with admissions without ICP (ICP 535.16 [342.28-728.03] min (median [interquartile range]); NO-ICP 995.00 [642.49-1347.51] min, p < 0.001). However, there was no difference in total hospital LOS (p = 0.28) or rate of adverse events between ICP and NO-ICP groups (Odds ratio 0.73; 95% confidence interval 0.24-2.21).

CONCLUSION: This single-site study suggests that the ICP model of care for direct inpatient admissions was associated with reduced ED LOS, without increasing adverse outcomes for patients.

PMID:40905220 | DOI:10.1111/1742-6723.70132

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The Impact of Stratified Surgical Margins on Survival Outcomes in Oral Cavity Squamous Cell Carcinoma: A Multicenter Analysis

Head Neck. 2025 Sep 4. doi: 10.1002/hed.70029. Online ahead of print.

ABSTRACT

BACKGROUND: This multicenter study examines the impact of stratified surgical margins on treatment outcomes in oral SCC.

METHODS: Margins were stratified into 1 mm increments from 0 to ≥ 5 mm. Outcomes included local recurrence, overall and disease-specific survivals. Sub-analyses assessed the impact of margin status by risk factors, oral subsites, and peripheral versus deep margins.

RESULTS: Among 2737 patients, ≥ 2 to < 3 mm margins were associated with improved outcomes compared to 0 mm. Further benefits were observed in the ≥ 4 to < 5 mm group. The differences between these two groups were not statistically significant. Improved outcomes were observed with ≥ 2 mm deep margins, but not for peripheral margins. High-risk tumors had better overall and disease-specific survivals with ≥ 2 mm margins. Subsites of the tongue, palate, mandible, and floor of the mouth had improved local control with ≥ 2 mm margins.

CONCLUSION: Margins beyond 4 mm do not confer additional oncological benefit, while achieving ≥ 2 mm, especially in deep margins or high-risk tumors, is critical for optimal outcomes.

PMID:40905207 | DOI:10.1002/hed.70029

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Machine Learning-Based Prediction of Lymph Node Metastasis and Volume Using Preoperative Ultrasound Features in Papillary Thyroid Carcinoma

J Clin Ultrasound. 2025 Sep 4. doi: 10.1002/jcu.70061. Online ahead of print.

ABSTRACT

OBJECTIVE: A predictive model of cervical lymph node metastasis and metastasis volume was constructed based on a machine learning algorithm and ultrasound characteristics before surgery.

METHODS: A retrospective analysis was conducted on 573 cases of PTC patients who underwent surgery in our institution, from 2017 to 2022. Patient demographic and clinical characteristics were systematically collected. Feature selection was performed using univariate analysis, Logistic regression (LR) analysis. Statistically significant variables were identified using a threshold of p < 0.05. Predictive models for cervical lymph node metastasis and metastatic volume in papillary thyroid carcinoma were constructed using advanced machine learning algorithms: K-Nearest Neighbors (KNN), Gradient Boosting Machine (XGBoost), and Support Vector Machine (SVM). Model performance was rigorously assessed using validation cohort data, evaluating area under the Receiver Operating Characteristic (ROC) curve, sensitivity, specificity, and accuracy.

RESULTS: In this retrospective study of 573 patients (320 had lymph node metastasis, 127 had small volume lymph node metastasis, and 193 had medium-volume lymph node metastasis). In the model predicting the neck lymph node metastasis, the Gradient Boosting method exhibited the best performance, with an area under the ROC curve of 0.784, sensitivity of 76.2%, specificity of 70.6%, and accuracy of 73.8%. In the model predicting the metastatic volume in neck lymph nodes for PTC, the Gradient Boosting method also demonstrated the best performance, with an area under the ROC curve of 0.779, sensitivity of 71.7%, specificity of 75.9%, and accuracy of 74.4%.

CONCLUSION: Machine learning-based predictive models integrating preoperative ultrasound features demonstrate robust performance in stratifying neck lymph node metastasis risk for PTC patients. These models optimize surgical planning by guiding lymph node dissection extent and individualizing treatment strategies, potentially reducing unnecessary extensive surgeries. The integration of advanced computational techniques with clinical imaging provides a data-driven paradigm for preoperative risk assessment in thyroid oncology.

PMID:40905206 | DOI:10.1002/jcu.70061

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Replace disposable cellulose pads with environmentally friendly alternative: multicentre study of usage trends and environmental impact

Ned Tijdschr Geneeskd. 2025 Aug 21;169:D8612.

ABSTRACT

OBJECTIVE: Gain insight into usage, environmental impact and user experience of different absorbent mats.

DESIGN: Prospective implementation study and life cycle assessments (LCAs).

METHOD: Conducted at the LUMC and UMCG, insight into usage of disposable cellulose pads was obtained through focus groups, interviews and surveys. LCAs analysed the environmental impact of disposable and reusable mats. User experience was evaluated through surveys for patients and healthcare professionals. Finally, functionality and usage trends were evaluated.

RESULTS: Findings reveal that disposable pads are often used for incorrect indications due to convenience and ineffective safety behaviour. The reusable mat has a lower environmental impact than the disposable pad. After implementing the reusable mat, a reduction in usage numbers is acquired and usage is perceived positively.

CONCLUSION: The environmental impact of absorbent mats in healthcare can be reduced by using them more efficiently and replacing them with reusable mats while maintaining a positive user experience.

PMID:40905204

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Trends and Inequities in the Continuum of Care for Maternal Healthcare Services in Bangladesh: A National and Subnational Analysis

Trop Med Int Health. 2025 Sep 4. doi: 10.1111/tmi.70024. Online ahead of print.

ABSTRACT

BACKGROUND: Ensuring a continuum of care in accessing antenatal to postnatal healthcare services is crucial for improving maternal and child health outcomes. This study aims to explore trends in the continuum of care over the years, both nationally and across regions; to provide district-level estimates; and to examine socio-economic disparities and determinants of continuum of care uptake in Bangladesh.

METHODS: A total of 28,260 samples were analysed. Continuum of care was considered as the outcome variable. District, wealth index, and several socio-demographic factors were included as explanatory variables. Trends of the continuum of care estimates were illustrated over survey years using descriptive statistics. Additional exploration of inequality was conducted across wealth quintiles, educational attainment and urban-rural residence through Equiplot. Finally, a multilevel multinomial logistic regression model was used to assess the factors associated with continuum of care.

RESULTS: The study revealed a significant increase in the highest level of continuum of care, rising from 6.0% in 2004 to 30.5% in 2017/2018, before declining to 24.8% in 2022. However, notable dropouts from the continuum of care were observed, particularly during the transitions from Antenatal Care to Skilled Birth Attendant and from Skilled Birth Attendant to postnatal Care. The analysis also identified district-level variations, urban-rural disparities and differences across wealth quintiles. Maternal socio-demographic characteristics, such as higher education and belonging to a higher wealth quintile, were associated with increased likelihoods of achieving moderate to the highest levels of continuum of care. In contrast, higher parity and rural residence were associated with lower likelihoods of attaining these levels of care.

CONCLUSION: The findings underscore substantial progress in maternal healthcare services uptake in Bangladesh over the years, alongside persistent challenges in ensuring continuous care throughout the maternal healthcare continuum and district-level variations. Addressing district-level disparities and socioeconomic inequalities is crucial, necessitating tailored, area-specific policies and programmes to achieve universal access to quality maternal healthcare services across the country.

PMID:40905197 | DOI:10.1111/tmi.70024

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Assessment of healthcare resource utilization and direct medical cost in relation to treatment length of oral corticosteroids in biologic initiated patients with ulcerative colitis: a Japanese claims database study

J Med Econ. 2025 Sep 4:1-14. doi: 10.1080/13696998.2025.2555138. Online ahead of print.

ABSTRACT

BACKGROUND: Ulcerative colitis (UC) imposes persistent clinical and economic burden on patient and healthcare management in Japan.

PURPOSE: To evaluate impact of prolonged oral corticosteroid (OC) use on healthcare resource utilization (HCRU) and treatment-related costs, and to assess discontinuation patterns of 5-amino salicylic acid (5-ASA), immunomodulators (IMs), and OCs in Japanese UC patients after biologic initiation.

METHODS: Data were extracted from the Japan Medical Data Centre for patients diagnosed with UC with ≥1 prescription of OC with 5-ASA and/or IM, prior or at the index date (first biologic initiation) between 2016-2022, grouped by </≥180 days of OC use, and analyzed using descriptive statistics, Kaplan-Meier and linear regression.

RESULTS: For all identified patients (N = 1494; mean ± SD age: 38.6 ± 13.7 years; male: 65.3%), HCRU (inpatient and outpatient visits, length of stay, and procedures) per patient-year (PPY) declined after biologics initiation. Direct inpatient medical costs decreased throughout the study; outpatient costs increased from pre-index to the 1-year post-index period, followed by slight decreases in the 2-year and 3-year post-index. PPY costs of non-biologic UC-related drugs (OCs, 5-ASA, IMs) increased slightly during the post-index period. Overall, HCRU and costs dynamics were similar in patients with <180 days and those with ≥180 days OC use. Patients with <180 days OC use had shorter median time to OC discontinuation after biologic initiation compared with ≥180 days group (3.1 months vs 9.5 months).

CONCLUSIONS: Biologic initiation was associated with reduced HCRU and inpatient costs, with similar trends observed regardless of prolonged or shorter OC use duration.

PMID:40905194 | DOI:10.1080/13696998.2025.2555138

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Efficacy of a personalised alcohol approach bias modification smartphone app in people accessing outpatient alcohol use disorder treatment: A randomised controlled trial

Addiction. 2025 Sep 4. doi: 10.1111/add.70184. Online ahead of print.

ABSTRACT

BACKGROUND AND AIMS: Several randomised controlled trials (RCTs) have demonstrated that delivering approach bias modification (ApBM) during residential alcohol use disorder (AUD) treatment helps prevent post-treatment relapse. However, few studies have examined ApBM’s efficacy for AUD in outpatients. We trialled a personalised ApBM smartphone app in individuals receiving outpatient AUD treatment.

DESIGN: This double-blind RCT randomised participants to receive ApBM or sham training, adjunctive to treatment as usual.

SETTING: Participants were recruited from alcohol and other drug treatment services in Melbourne, Australia.

PARTICIPANTS: 79 participants (mean age 46.6 years; 45 male, 34 female) installed the app between May 2022 and January 2024.

INTERVENTION AND COMPARATOR: In the ApBM condition, the app delivered personalised, gamified ApBM. Notifications prompted participants (n = 39) to complete 2 ApBM sessions weekly for 4 weeks. The control version prompted participants (n = 40) to complete a weekly sham-training task for 4 weeks.

MEASUREMENTS: The primary outcome was number of standard drinks (10 g pure alcohol) consumed in week 4 of the intervention period, self-reported in the app. Secondary outcomes included past-week standard drinks at 8-week and 16-week follow-ups, past-week drinking days, past-week heavy drinking days (HDDs; days when ≥5 standard drinks were consumed) and questionnaire measures of AUD severity, quality of life and alcohol craving. Primary analyses followed an intention-to-treat (ITT) approach, with secondary complete-case sensitivity analyses also conducted for all outcomes.

FINDINGS: Groups did not statistically significantly differ in the primary outcome [values from ITT negative binomial model: ApBM = 75.49 standard drinks, control = 71.34 standard drinks, difference = 4.16, 95% confidence interval (CI) = -42.37 to 50.69, P = 0.859]. Most analyses of secondary outcomes showed statistically non-significant effects, with the only exception being past-week standard drinks at the 16-week follow-up, where ApBM participants showed statistically significantly larger decreases than controls in past-week standard drinks (reduction of 14.6, relative to baseline, versus 2.1 in controls; interaction β = -12.53, 95% CI = -23.85 to -1.22; P = 0.030). Time x group interaction effects were statistically non-significant for all other secondary outcomes (Ps > 0.069).

CONCLUSIONS: A smartphone app using approach bias modification showed no evidence for reducing alcohol use among alcohol use disorder outpatients after 4 weeks, or evidence for effects on most secondary outcomes, although 16-week follow-up results suggested that approach bias modification may have facilitated delayed/longer-term reductions in alcohol use.

PMID:40905156 | DOI:10.1111/add.70184

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Pre-post evaluation of the implementation of safe practices for high-risk medications in a second-level hospital

Rev Esp Salud Publica. 2025 Sep 4;99:e202509048.

ABSTRACT

OBJECTIVE: A high percentage of medication errors are preventable; therefore, institutions are constantly striving to try to reduce them. When errors occur with high-risk medications, the possibility of causing serious harm to the patient increases, making the implementation of safe practices essential to try to avoid them. The main objective of the study was to establish in a second-level hospital, and especially in Pediatrics, practices for the safe management of these drugs at all stages of their handling.

METHODS: The study was developed in three phases: pre-intervention, intervention and post-intervention. The implementation was quantitatively evaluated with process indicators and with items from the Hospital Medication Utilization System Safety Self-Assessment Questionnaire; the results obtained were validated by statistical analysis, using Chi-square test of homogeneity, Fisher’s exact test, chi-square goodness of fit test, Shapiro-Wilk test, and Student’s t-test.

RESULTS: Actions were implemented to allow a safer management of high-risk medications, such as creating a defined list in the hospital, eliminating unnecessary presentations, avoiding isoappearance, identifying them correctly, including alerts, among others. After implementation, the stipulated quantitative indicators improved in a statistically significant manner, demonstrating a relevant impact of the interventions performed. The median percentage improvement for the expected frequencies of indicator 3 was 83.77%. All items evaluated in the Self-Assessment Questionnaire improved.

CONCLUSIONS: This implementation serves to improve the management of high-risk medications in the hospital, increasing the safety of the processes. It can serve as a basis for other hospitals that need to add interventions to improve patient safety.

PMID:40905147