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Nevin Manimala Statistics

Possible explanations for the upward trend in mental distress among adolescents in Norway from 2011 to 2024

Soc Sci Med. 2025 Sep 2;384:118528. doi: 10.1016/j.socscimed.2025.118528. Online ahead of print.

ABSTRACT

BACKGROUND: An upward trend in self-reported mental distress among adolescents has been documented in Norway and several other countries, yet the causes remain unclear. This study aims to identify potential explanations for this trend by testing hypothesized factors using repeated cross-sectional data.

METHODS: We analyzed responses from 979,043 Norwegian adolescents, collected across 1417 municipality level surveys between 2011 and 2024. Eight explanatory factors with prior evidence of association with mental distress were examined: family financial difficulty, evenings spent at home, physical inactivity, bullying victimization, dissatisfaction with parents, social media use, cannabis use, and school dissatisfaction. Following a published epidemiological framework, we assessed changes in prevalence, virulence (strength of association), and the degree to which each factor statistically explained the trend in mental distress.

RESULTS: Mental distress increased significantly for both sexes over time. Increased school dissatisfaction accounted for a large share of the observed trend. Time spent on social media, also explained a part of the trend. Spending more evenings at home and cannabis use contributed modestly. Other factors, including financial difficulty, bullying victimization, physical inactivity, and dissatisfaction with parents, showed limited explanatory value.

CONCLUSIONS: The rising trend in adolescent mental distress in Norway appears most plausibly linked to growing school dissatisfaction, with a possible contributory role of social media use. These findings underscore the need for further research into school-related factors and adolescent digital experiences, as well as preventive measures.

PMID:40915028 | DOI:10.1016/j.socscimed.2025.118528

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The value of spontaneous electromyographic activity in differentiating ischemic myelopathies from inflammatory demyelinating diseases: A retrospective study

Mult Scler Relat Disord. 2025 Sep 1;103:106716. doi: 10.1016/j.msard.2025.106716. Online ahead of print.

ABSTRACT

BACKGROUND: Differentiating ischemic myelopathies from inflammatory demyelinating diseases is challenging due to overlapping imaging and clinical manifestations. Needle electromyography (EMG) is highly sensitive to spinal anterior horn damage.

OBJECTIVES: This study investigates the diagnostic value of spontaneous EMG activity in distinguishing ischemic myelopathies from inflammatory demyelinating diseases.

METHODS: We retrospectively analyzed medical records of patients diagnosed with ischemic myelopathies or inflammatory demyelinating diseases at the Neurology Department of Chinese PLA General Hospital from January 2019 to May 2024. All patients underwent needle EMG to evaluate abnormal spontaneous activities. Age- and sex-matched groups were created using 1:1 propensity score matching, and EMG findings were compared. Diagnostic efficacy was evaluated using ROC curve analysis.

RESULTS: Among 119 patients (ischemic myelopathies, 44; inflammatory demyelinating disease, 75), significant differences in age, sex, and EMG spontaneous activity were observed (p < 0.001). After matching, the difference in EMG spontaneous activity remained statistically significant (56.3% vs. 9.4 %, p < 0.001). ROC analysis revealed that EMG spontaneous potential had an AUC of 0.734 (95 % CI 0.609-0.837), with 56.25 % sensitivity and 90.62 % specificity for identifying ischemic myelopathies.

CONCLUSIONS: EMG spontaneous potentials may aid in differentiating ischemic myelopathies from inflammatory demyelinating diseases. Their high specificity for ischemic myelopathies (90.62 %) suggests a potential role in improving diagnostic accuracy in spinal cord disorders.

PMID:40915014 | DOI:10.1016/j.msard.2025.106716

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Nevin Manimala Statistics

Resident Individual Clinical Evaluations: Resident Perspectives And Effectiveness

J Surg Educ. 2025 Sep 6;82(11):103687. doi: 10.1016/j.jsurg.2025.103687. Online ahead of print.

ABSTRACT

INTRODUCTION: Senior residents near the end of their training must be prepared to start an independent practice. To become board-certified they must pass an oral exam, the ABS Certifying Exam (ABSCE). Prior work has introduced the resident Individual Clinical Evaluations (rICE), a low-cost tool developed to assess residents’ clinical judgment in level-appropriate clinical scenarios. rICE is a comprehensive program/curriculum that supports residents in preparing for their ABSCE. We evaluated residents’ perceived utility of the rICE, present curricular components, and compared mock oral and ABSCE pass rates.

DESIGN: PGY1-3 surgical residents completed 3 level-appropriate rICE per AY. Immediate feedback was provided after each encounter. After passing all scenarios, residents were invited to take a post-rICE survey on their perceived curriculum utility. A mixed methods approach was used for data analysis.

SETTING: This study occurred at an academic tertiary care center in Boston, Massachusetts, USA.

PARTICIPANTS: All PGY1-3 surgical residents between AY 2016-2020 were eligible to participate.

RESULTS: We collected 102 post-rICE surveys. Most trainees agreed that they felt better prepared to manage the evaluated clinical scenarios after rICE (81.37%), that these evaluations were an outstanding learning experience (87.25%), and that they would recommend the curriculum to other residents (85.29%). Relevant free-text comments were favorable toward the utility of this curriculum. rICE participants had an increase in mock orals pass rates over time (trending towards significance; p ≈ 0.06), and a 44% absolute increase in ABSCE pass rates (p ≈ 0.01) compared to non-rICE participants.

CONCLUSION: Residents had a favorable impression of rICE; offering an adaptable and implementable curriculum that provides a platform for self-reflection on their knowledge base and presentation skills. rICE is sustainable and low-resource intensive, providing residents early exposure to face-to-face clinical evaluations, and was associated with improved board pass rates, and possibly improved mock oral pass rates (although not statistically significant).

PMID:40915009 | DOI:10.1016/j.jsurg.2025.103687

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Nevin Manimala Statistics

Energy entropy vector: a novel approach for efficient microbial genomic sequence analysis and classification

Brief Bioinform. 2025 Sep 6;26(5):bbaf459. doi: 10.1093/bib/bbaf459.

ABSTRACT

With the rapid development of genomic sequencing technologies, there is an increasing demand for efficient and accurate sequence analysis methods. However, existing methods face challenges in handling long, variable-length sequences and large-scale datasets. To address these issues, we propose a novel encoding method-Energy Entropy Vector (EEV). This method encodes gene sequences of arbitrary length into fixed-dimensional vector representations by modeling nucleotide energy characteristics based on information entropy. Experiments conducted on five microbial datasets demonstrate that, compared to traditional alignment-free methods, EEV achieves higher accuracy in convex hull classification and species classification tasks, with improvements of 15% to 30% in family-level classification. In phylogenetic tree construction, EEV significantly accelerates the process relative to multiple sequence alignment methods while maintaining high tree quality, enabling rapid and accurate phylogenetic reconstruction. Moreover, EEV supports flexible dimensional expansion by superimposing nucleotide energies, enhancing its ability to represent complex genomic sequences while effectively alleviating sparsity issues in high-dimensional representations. This study provides an efficient gene encoding strategy for large-scale genomic analysis and evolutionary research.

PMID:40914969 | DOI:10.1093/bib/bbaf459

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A retrospective study on Mohs micrographic surgery combined with adjuvant radiotherapy in the treatment of extramammary Paget’s disease: analysis of 87 patients

Postgrad Med J. 2025 Sep 7:qgaf109. doi: 10.1093/postmj/qgaf109. Online ahead of print.

ABSTRACT

PURPOSE: This retrospective study assessed the effectiveness of Mohs micrographic surgery (MMS) combined with adjuvant radiotherapy for the treatment of extramammary Paget’s disease (EMPD).

METHODS: This retrospective study included 87 patients with pathologically confirmed EMPD and complete follow-up data who were treated at the Radiation Therapy Department of Peking University First Hospital between January 2012 and December 2021. The surgical approach for the primary lesion involved MMS, followed by postoperative radiotherapy with doses ranging from 50 to 60 Gy administered over 25-30 fractions. Lymph node dissection was performed on selected patients exhibiting clinical lymphatic metastasis. The primary endpoint of this study was the disease-specific survival (DSS) rate, while secondary endpoints included local recurrence-free survival (LRFS). Survival rates were calculated using the Kaplan-Meier method and statistically analyzed using the log-rank test.

RESULTS: The study population comprised 78 men and 9 women. The median age was 65 years (range: 44-84). The median follow-up period was 71 months (range: 5-139). The 1-, 3-, 5-, and 10-year DSS rates were 99%, 95%, 92%, and 92%, respectively. The LRFS rates at 1, 3, 5, and 10 years were 100%, 100%, 97%, and 94%, respectively. The LNM rates at 1, 3, 5, and 10 years were 1.1%, 2.3%, 5.7%, and 5.7%, respectively. The DM rates at 1, 3, 5, and 10 years were 1.1%, 5.7%, 8.0%, and 9.2%, respectively.

CONCLUSION: The combination of MMS and adjuvant radiotherapy offers excellent local control in the treatment of extramammary Paget’s disease. Key messages What is already known on this topic: Surgical excision is the established primary treatment for extramammary Paget’s Disease (EMPD). However, the role of adjuvant radiotherapy in improving outcomes was not definitively established. What this study adds: This study provides robust evidence that adjuvant radiotherapy combined with surgical excision significantly improves local disease control rates in EMPD compared to surgery alone. How this study might affect practice: These findings strongly support the integration of adjuvant radiotherapy into the standard management paradigm for EMPD, particularly for cases with risk factors for local recurrence.

PMID:40914962 | DOI:10.1093/postmj/qgaf109

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Promising Therapeutic Targets for Intracranial Aneurysms: A Systematic druggable genome-wide Mendelian Randomization

Cerebrovasc Dis. 2025 Sep 7:1-16. doi: 10.1159/000546508. Online ahead of print.

ABSTRACT

BACKGROUND: Intracranial aneurysm (IA), known as pathological dilation of cerebral arteries,commonly occurring at bifurcating arteries,carries a high risk of severe morbidity and mortality if left untreated.Although the treatment and early diagnosis have significantly improved,the complex pathophysiological process of IA formation presents significant challenges in the development of targeted therapies.Efficient disease-modifying therapies for IA are not yet available.This study aims to utilize the Mendelian randomization (MR) approach to identify potential pharmaceutical targets for preventing and treating IA.

METHODS: We systematically identified genetic variants associated with 1577 druggable genes utilizing gene expression, DNA methylation, and protein expression quantitative trait loci. Genome-wide association study (GWAS) summary statistics were derived from a meta-analysis concentrating on IA, encompassing 10,754 cases and 306,882 controls.Subsequently, we conducted a TwoSample MR analysis integrating the identified druggable genes to estimate the causal effects on IAs. The robustness of the MR results was additionally validated through sensitivity analyses employing diverse techniques, such as bidirectional MR analysis, Steiger filtering, and Bayesian colocalization.

RESULTS: Our study reveals that increased expression of SLC22A5 and SLC22A4 in blood is associated with higher risk of IA and subarachnoid hemorrhage (SAH), while higher expression of NT5C2 is linked to a reduced risk of IA and SAH. Methylation of SLC22A5 is positively correlated with IA prevalence, while NT5C2 methylation shows an inverse correlation. We also found that higher methylation of CHRNA3 is associated with increased IA prevalence. Additionally, increased blood protein expression of HTRA1 is associated with elevated risks of both IA and SAH,the bayesian colocalization analysis further supports the involvement of HTRA1 in both IA and SAH.

CONCLUSION: This large-scale MR analysis pinpointed four druggable target genes associated with IA and SAH, also highlighting HTRA1 as a potential prior druggable protein for medical intervention of IA.

PMID:40914952 | DOI:10.1159/000546508

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Nevin Manimala Statistics

PARP inhibitors-associated thrombosis in patients with ovarian cancer: a study of the Spanish Society of Medical Oncology (SEOM) thrombosis and cancer group

Clin Transl Oncol. 2025 Sep 7. doi: 10.1007/s12094-025-04048-z. Online ahead of print.

ABSTRACT

PURPOSE: To determine the real-world incidence and predictive factors for venous and arterial thromboembolic events (VTE/AT) in ovarian cancer patients treated with poly-(ADP-ribose) polymerase inhibitors (iPARP).

METHODS/PATIENTS: A multicenter retrospective study involving 329 ovarian cancer patients who initiated iPARP treatment between January 2015 and December 2022. The primary outcome was the incidence of VTE/AT. Secondary outcomes included predictive factors for thrombosis and the impact of thrombosis on overall survival (OS). Data were analyzed using logistic regression and Kaplan-Meier survival analysis.

RESULTS: The incidence of VTE/AT was 4.9% (16/329). BRCA2 mutations were significantly more prevalent among patients who developed VTE/AT (56.3% vs. 19.2%; p < 0.001). Combined treatment with bevacizumab was significantly associated with a decreased risk of thrombosis (OR: 0.262; 95% CI: 0.095-0.724; p = 0.010). No statistically significant differences were observed in the median OS between patients who experienced VTE/ATE (63 months) and those who did not (47 months), with a p value of 0.876.

CONCLUSIONS: BRCA2 mutations could be a significant predictor for VTE/AT among ovarian cancer patients treated with iPARP. Concomitant treatment with bevacizumab may offer protection against thrombotic events, although a concomitant bias cannot be ruled out. These findings may be of interest when designing future clinical trials in the field of thromboprophylaxis.

PMID:40914929 | DOI:10.1007/s12094-025-04048-z

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An Investigation of the Effect of Education Interventions Given to Women in Turkey with Religious Orientation on Cervical Cancer and Pap Smear Test Health Beliefs

J Relig Health. 2025 Sep 7. doi: 10.1007/s10943-025-02435-y. Online ahead of print.

ABSTRACT

This study aims to examine the effect of education interventions given to women with religious orientation on cervical cancer and Pap smear test health beliefs.The study used a quasi-experimental research design with the pre-test-post-test control group. It was conducted in Qur’an courses in a province in eastern Turkey between January and October 2023. The sample size was calculated using the Gpower computer program. The sample of the study constituted a total of 114 women, 38 women in each group. Data were collected through the Personal Information Form, the Religious Orientation Scale, and the Cervical Cancer and Pap Smear Test Health Belief Model Scale. The average age of the participating women was 43.41 ± 8.63 years, and 95.6% of them thought that early diagnosis was important in cancer. The groups demonstrated differences in terms of the perceived severity, Pap smear perceived benefit, and Pap smear perceived barrier pre-test mean scores. Pap smear perceived barrier mean score was found to decrease statistically significantly after the education given in the health education group (p < 0.05). This study found that while health education decreased perceived barriers to pap smear tests, religious-based education was found to have no effects.

PMID:40914909 | DOI:10.1007/s10943-025-02435-y

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Decreasing Trend in Medicare Physician Reimbursements for Flap and Microvascular Surgery Procedures From 2002 to 2023

J Hand Surg Am. 2025 Sep 7:S0363-5023(25)00390-9. doi: 10.1016/j.jhsa.2025.07.027. Online ahead of print.

ABSTRACT

PURPOSE: This study aimed to evaluate how major US health care policy changes have influenced long-term Medicare reimbursement trends for upper-extremity flap and microvascular procedures from 2002 to 2023.

METHODS: Reimbursement data for 28 common flap and microvascular procedures were extracted from the Medicare Physician Fee Schedule database using Current Procedural Terminology codes. Adjustments for inflation were made using the Consumer Price Index. Statistical analyses included descriptive evaluations, trend analyses, and compound annual growth rate calculations. Sensitivity analyses were performed across four policy-relevant time periods.

RESULTS: From 2002 to 2023, inflation-adjusted Medicare reimbursement amounts for flap and microvascular procedures declined by an average of 36.9%. The compound annual growth rate was -2.3%, and inflation-adjusted reimbursements saw a sharper decline of 4.5% annually. Work relative value units increased modestly by 7.2%, whereas facility and malpractice relative value units increased by 15.9% and 95.7%, respectively. The steepest declines in reimbursement occurred during the COVID-19 pandemic (2020-2023), with an average decrease of 17.1%. Linear regression analyses revealed statistically significant downward trends for all procedures.

CONCLUSIONS: Medicare reimbursement amounts for upper-extremity flap and microvascular procedures have not kept pace with inflation, reflecting a broader trend of declining economic viability in surgical subspecialties.

CLINICAL RELEVANCE: This trend may exacerbate disparities in health care access, as physicians face increasing financial pressures. Policymakers must address these challenges to ensure sustainable compensation and equitable care for patients. Future research should explore strategies to mitigate the impact of declining reimbursement rates on patient care and provider practice patterns.

PMID:40914900 | DOI:10.1016/j.jhsa.2025.07.027

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Nevin Manimala Statistics

Rapid Copolymer Analysis of Unresolved Mass Spectra by Artificial Intelligence

Anal Chem. 2025 Sep 7. doi: 10.1021/acs.analchem.5c03495. Online ahead of print.

ABSTRACT

In this Article, we present a novel data analysis method for the determination of copolymer composition from low-resolution mass spectra, such as those recorded in the linear mode of time-of-flight (TOF) mass analyzers. Our approach significantly extends the accessible molecular weight range, enabling reliable copolymer composition analysis even in the higher mass regions. At low resolution, the overlapping mass peaks in the higher mass range hinder a comprehensive characterization of the copolymers. Our approach, however, extracts the hidden information on the unique macromolecular chains embedded in these unresolved peaks. Regression relationships were developed between easily computable mass spectral parameters derived from the measured data and key characteristics of the copolymer structure including the average mole fraction, the number-average repeat unit count, and the monomer distribution. Two regression models were constructed: one using conventional statistical methods and the other employing a machine learning approach based on an Artificial Neural Network (ANN). The spectrum evaluation process is demonstrated for the analysis of various poly(N-acryloylmorpholine)-block-poly(N-isopropylacrylamide) (PNAM-b-PNIPAM) diblock copolymers. Our simplified approach is validated using experimental data and by comparison with our recently developed and reported highly computationally demanding method.

PMID:40914892 | DOI:10.1021/acs.analchem.5c03495