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Nevin Manimala Statistics

A Novel System for Measuring Eyeball Rotation Angle Based on Color Fundus Photographs in Natural Head Position

Transl Vis Sci Technol. 2025 Aug 1;14(8):25. doi: 10.1167/tvst.14.8.25.

ABSTRACT

PURPOSE: This study presents an artificial intelligence (AI)-based system for measuring eyeball rotation angles, which is a key symptom in assessing eye disease severity. The system aims to accurately segment the optic disc and macula, and compute the eyeball rotation angle based on these features.

METHODS: The system consists of three modules: optic disc segmentation, macular segmentation, and measurement. The optic disc segmentation module utilizes the Efficient-UNet3+ network to address sample imbalance and irregular edge detection of the optic disc. The macular segmentation module uses the Efficient-UNet based on Dual Attention network (DA-EUNet) to enhance macular recognition and boundary feature detection while suppressing irrelevant background interference. The measurement module calculates the eyeball rotation angle by locating the centers of the optic disc and macula and determining the angle between the line connecting these centers and the horizontal vector.

RESULTS: The proposed method demonstrated high accuracy, with a correlation coefficient of 0.94 compared to expert measurements. Statistical analysis revealed no significant difference between the AI-based measurements and expert assessments (P = 0.26).

CONCLUSIONS: This system achieves high accuracy and reliability in clinical diagnostics. The segmentation techniques used significantly improve feature recognition and segmentation performance, enabling accurate measurements of eyeball rotation.

TRANSLATIONAL RELEVANCE: This AI-based system bridges the gap between basic research in medical image processing and clinical care. It provides an automated and reliable tool for ophthalmologists to assess eyeball rotation, which is crucial for diagnosing eye diseases. Eyeball rotation can occur in many eye diseases or systemic diseases, and measuring the eyeball rotation angle has been a challenging issue in clinical practice. By automating this process, the system reduces the clinicians’ workload and enhances diagnostic consistency.

PMID:40828527 | DOI:10.1167/tvst.14.8.25

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Relationship Between Diurnal Variations of Episcleral Venous Pressure and Intraocular Pressure

Invest Ophthalmol Vis Sci. 2025 Aug 1;66(11):44. doi: 10.1167/iovs.66.11.44.

ABSTRACT

PURPOSE: To investigate the diurnal variations of episcleral venous pressure (EVP) and its relationships with IOP, blood pressure, and heart rate in healthy and systemic hypertension subjects.

METHODS: Twenty healthy adults and eight patients taking systemic antihypertensive medications were enrolled. IOP and EVP of both eyes, systolic and diastolic blood pressure (SBP and DBP), and heart rate (HR), were measured at five time points, every two hours from 8 AM to 4 PM. IOP was measured by pneumatonometry, and EVP was assessed using a computer-controlled episcleral venomanometer with video recording and image processing. Changes in measurements at each time point were compared with baseline (8 AM) by using generalized estimating equation models. Correlations between EVP and other variables were determined using linear regression analysis.

RESULTS: EVP and IOP were highest in the early morning (8 AM) and lowest in the late afternoon (4 PM), with statistically significant changes (P < 0.05) across all time points compared to baseline in normotensive subjects. Changes in EVP and IOP were correlated at all time points. In treated systemic hypertensive subjects, similar trends were observed, with significant IOP and EVP correlations at multiple time points. No clear pattern of correlation was noted between EVP, SBP, DBP, and HR in all subjects.

CONCLUSIONS: IOP and EVP follow a diurnal rhythm with the highest values in the early morning, which gradually decrease throughout the day. The relationship between IOP and EVP suggests that reduction of EVP can be an important target for clinical regulation and stability of IOP.

PMID:40828522 | DOI:10.1167/iovs.66.11.44

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Lower urinary tract dysfunction in childhood cancer survivors – A prospective study in a tertiary care hospital

Int Urol Nephrol. 2025 Aug 19. doi: 10.1007/s11255-025-04724-7. Online ahead of print.

ABSTRACT

BACKGROUND: Lower urinary tract dysfunction (LUTD) is a potential late effect in childhood cancer survivors, often overlooked in survivorship care. Neurotoxic chemotherapy, pelvic tumors, and radiation exposure may contribute to its development.

OBJECTIVES: To determine the prevalence and severity of LUTD in childhood cancer survivors and identify associated risk factors.

METHODS: A prospective observational study was conducted over six months among 92 childhood cancer survivors aged ≥ 5 years to 10 years. Participants were screened using the LUTD Scoring System (DVSS). A score ≥ 9 in males and ≥ 6 in females was considered diagnostic of LUTD. Clinical and treatment-related variables were extracted from medical records and analyzed for associations. Uroflowmetry and ultrasonography were performed in children with abnormal DVSS to further assess voiding pattern and bladder parameters.

RESULTS: LUTD was identified in 20 of 92 participants (21.7%), with a higher prevalence in females (31.6%) compared to males (14.8%), though this difference was not statistically significant (p = 0.073). Significant associations were observed with pelvic tumors (p = 0.002; Φ = 0.394), pelvic irradiation (p < 0.001; Φ = 0.455), Vinca alkaloid use (p = 0.035; Φ = 0.307), and high cumulative alkylating agent dose (> 8000 mg/m2) (p = 0.017; Φ = 0.267). Uroflowmetry confirmed abnormal voiding patterns in 95% of DVSS-positive patients. Most cases were managed conservatively with bladder training, while a subset required anticholinergics or laxatives.

CONCLUSION: LUTD is prevalent among childhood cancer survivors, particularly those exposed to Vinka alkaloids and pelvic-directed therapies. Routine LUTD screening using DVSS should be integrated into long-term follow-up protocols for early detection and intervention.

PMID:40828499 | DOI:10.1007/s11255-025-04724-7

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Trust in physicians as a mediator of the relationship between person-centered care and medication adherence in patients undergoing hemodialysis: a cross-sectional study

J Nephrol. 2025 Aug 19. doi: 10.1007/s40620-025-02387-2. Online ahead of print.

ABSTRACT

BACKGROUND: Person-centered care and trust in physicians influence medication adherence among dialysis patients. However, the mechanisms linking person-centered care to medication adherence, particularly the mediating effect of trust in physicians, remain unclear. This study investigated the interrelationships between person-centered care, trust in physicians, and medication adherence.

METHODS: Using a multicenter cross-sectional study of Japanese adults receiving outpatient hemodialysis at six dialysis centers, person-centered care was assessed using the 13-item Japanese Primary Care Assessment Tool-Short Form (JPCAT-SF), which included longitudinality and care coordination. Trust in physicians was measured using the five-item Wake Forest Physician Trust Scale. Medication adherence was measured using the 12-item Adherence Starts Knowledge (ASK-12) scale. General linear models examined person-centered care, physician trust, and medication adherence relationships. Mediation analysis determined how much trust in physicians mediated the person-centered care-medication adherence relationship.

RESULTS: A total of 483 patients, with median age and dialysis vintage of 71.9 and 5.7 years, respectively, were included in the analysis. High-quality person-centered care was associated with lower barriers to medication adherence in a dose-response manner across JPCAT-SF quartiles compared to no usual source of care. Trust in physicians partially mediated this relationship in a dose-response pattern, with the proportion of the indirect effect increasing from 16.1% (95% CI 4.5-33.8%) in Q2 to 33.3% (95% CI 17.4-65.5%) in Q4. Similar findings were observed for person-centered care subdomains.

CONCLUSIONS: High-quality person-centered care was associated with medication adherence, with trust in physicians playing a key mediating role. Strategies to enhance medication adherence in hemodialysis patients should incorporate multidimensional person-centered care approaches, building trust and strengthening continuity and care coordination.

PMID:40828491 | DOI:10.1007/s40620-025-02387-2

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Antithrombotic therapy delays due to neurosurgical interventions after traumatic vertebral artery injuries increases stroke risk

Neurosurg Rev. 2025 Aug 19;48(1):608. doi: 10.1007/s10143-025-03775-9.

ABSTRACT

PURPOSE: Traumatic vertebral artery injury (TVAI) poses a risk for ischemic stroke, often requiring prompt antithrombotic therapy. However, when concomitant neurosurgical intervention is necessary, concerns regarding perioperative bleeding frequently lead to delays in antithrombotic initiation. This study evaluates the impact of delayed antithrombotic therapy on stroke risk in TVAI patients undergoing neurosurgical interventions.

METHODS: A retrospective review was conducted of a TVAI registry over 7 years (2016-2023) at a level 1 trauma center for patients who were treated with antithrombotics for stroke prevention. Baseline demographics, vertebral artery injury characteristics, concomitant injury characteristics, acute management and outcomes were compared between surgical and non-surgical cohorts. Statistical analyses included Student’s t-test, Chi-square tests, relative risk (RR), and attributable risk (AR).

RESULTS: Among the 121 patients, 44 (36.4%) underwent neurosurgical procedures. The surgical cohort experienced an average 2-day delay in antithrombotic initiation (p < 0.001). The incidence of stroke in the neurosurgical intervention group was 20.5%, which was significantly higher than 5.19% in the control group (p = 0.016), with an associated RR of 3.94 and excess AR of 15.3%. No significant differences in baseline antithrombotic use, injury severity, or mortality were observed between cohorts.

CONCLUSION: Delayed antithrombotic initiation in TVAI patients undergoing neurosurgical intervention is associated with a nearly fourfold increased risk of stroke. Future multi-center studies should explore neurosurgical strategies allowing safer early antithrombotic initiation in this patient population.

CLINICAL TRIAL NUMBER: not applicable.

PMID:40828475 | DOI:10.1007/s10143-025-03775-9

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Association Between SARS-COV-2 Infection and Sperm DNA Fragmentation: A Systematic Review and Meta-Analysis

Am J Reprod Immunol. 2025 Aug;94(2):e70143. doi: 10.1111/aji.70143.

ABSTRACT

INTRODUCTION: SARS-CoV-2 infection affects various sperm quality parameters. This study examines the impact of COVID-19 infection on sperm DNA fragmentation (SDF).

METHODS: A systematic literature search was performed across four databases for studies published between January 1, 2019, and January 1, 2025. The inclusion criteria focused on studies evaluating sperm DNA fragmentation in healthy men infected with the virus. The risk of bias was assessed using the Newcastle-Ottawa scale (NOS). A meta-analysis was conducted using a random effects model based on the tests employed in the studies to measure SDF. Data were reported as weighted mean differences (WMD) and corresponding 95% confidence intervals (CI). Out of 105 identified citations, seven articles were included in this analysis. The NOS results indicated that all studies were of high quality. Subgroup analysis revealed that all testing methods, including TUNEL, flow cytometry, and the sperm chromatin dispersion (SCD) test, demonstrated high heterogeneity, with the lowest heterogeneity found in the TUNEL test.

RESULTS: The pooled analysis indicated a statistically significant increase in SDF (random effects model, WMD = 12.558, 95% CI: 4.482 to 20.635, I2 = 99%, Z = 3.05, p < 0.0001). This meta-analysis suggests a statistically significant reduction in sperm DNA integrity 2-3 months following COVID-19 infection.

CONCLUSION: However, caution is warranted when interpreting these results due to the high heterogeneity, which may affect the outcomes. A thorough analysis considering participant characteristics and infection status is recommended.

PMID:40828459 | DOI:10.1111/aji.70143

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Prognostic value of right ventricular ejection fraction using three-dimensional echocardiography in patients with ischemic and dilated cardiomyopathy

J Echocardiogr. 2025 Aug 19. doi: 10.1007/s12574-025-00704-z. Online ahead of print.

ABSTRACT

BACKGROUND: There are few studies reporting the prognostic value of three-dimensional echocardiography (3DE)-derived right ventricular ejection fraction (RVEF) in patients with ischemic cardiomyopathy (ICM) and dilated cardiomyopathy (DCM).

METHODS: 120 ICM and 107 DCM patients who underwent 3DE were retrospectively selected and analyzed using 3DE speckle tracking software. The primary endpoint was a composite of cardiac events, including cardiac death, heart failure hospitalization, myocardial infarction, or ventricular tachyarrhythmia.

RESULTS: During a median follow-up of 24.3 and 53.6 months, 45 patients in ICM and 39 patients in DCM, respectively, reached the primary endpoint. Univariate analysis showed that RVEF was statistically significantly associated with cardiac events in both groups [ICM, hazard ratio (HR): 0.92, 95% confidence interval (CI) 0.89-0.95; DCM, HR: 0.90, 95% CI 0.86-0.93, respectively]. In multivariable analysis, RVEF (HR: 0.89-0.92, p < 0.001) was also statistically significantly associated with cardiac events in both ICM and DCM, even after adjustment for clinical factors, left ventricular (LV) systolic and diastolic parameters, or RV systolic parameters. Kaplan-Meier curves, divided into four groups by RVEF ≥ 45% and < 45% and E/e’ ≥ 14 and < 14, showed significant risk stratification for both ICM (p = 0.0068) and DCM (p < 0.0001). RVEF had incremental prognostic value over age, E/e’, and conventional RV systolic parameters, in both ICM and DCM.

CONCLUSIONS: This study confirms the independent and incremental prognostic value of RVEF over conventional echocardiographic parameters in patients with ICM and DCM and allows detailed risk stratification of cardiac events by RVEF and E/e’.

PMID:40828458 | DOI:10.1007/s12574-025-00704-z

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Early percutaneous thrombolysis for AVF thrombosis: symptom duration as a predictor of endovascular salvage

CVIR Endovasc. 2025 Aug 19;8(1):67. doi: 10.1186/s42155-025-00587-2.

ABSTRACT

BACKGROUND: Arteriovenous fistula (AVF) thrombosis remains a critical complication in hemodialysis (HD) patients, often leading to treatment delays and requiring urgent intervention. While endovascular therapy (EVT) is commonly employed, less invasive strategies such as percutaneous thrombolytic therapy are gaining attention due to their potential to restore patency and avoid more complex procedures. This study assessed the effectiveness of percutaneous thrombolytic therapy in acute AVF thrombosis and explored key predictors associated with the need for subsequent endovascular intervention.

METHODS: This retrospective study included 42 patients who underwent ultrasound-guided percutaneous thrombolytic therapy using low-dose alteplase (3-5 mg). Technical and clinical success, complication rates, and the need for additional EVT were assessed. Statistical analyses including logistic regression and ROC analysis were used to determine independent predictors for EVT.

RESULTS: The clinical success rate was 97.6%, with 69% of patients achieving AVF patency without EVT. Symptom duration emerged as the strongest predictor for EVT; patients with symptoms > 2.5 days had significantly higher EVT rates (p = 0.01). Each additional day of symptoms increased the odds of requiring EVT by 88.5% (OR = 1.885, p = 0.012). Female patients were also more likely to require EVT than males (p = 0.005). No significant associations were found for age, BMI, or fistula characteristics.

CONCLUSION: Percutaneous thrombolytic therapy is a highly effective and minimally invasive option for acute AVF thrombosis. Symptom duration > 2.5 days is a key threshold predicting the need for EVT, highlighting the critical importance of early intervention. These findings may inform clinical decision-making and optimize access salvage strategies in dialysis patients.

PMID:40828451 | DOI:10.1186/s42155-025-00587-2

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Effect of N-Acetylcysteine on Oxidative Stress and Hematological Recovery in Dogs with Babesia Gibsoni Infection

Acta Parasitol. 2025 Aug 19;70(5):186. doi: 10.1007/s11686-025-01122-y.

ABSTRACT

Babesia gibsoni infection in dogs causes hemolytic anemia, thrombocytopenia, and systemic inflammation, with many cases progressing to chronic or relapsing forms due to persistent parasitemia and oxidative stress. This study evaluated the clinical, hematobiochemical, and oxidative changes associated with B. gibsoni infection and assessed the therapeutic benefit of N-acetylcysteine (NAC) as an adjunct to triple therapy. Nineteen dogs confirmed positive for B. gibsoni via blood smear and PCR were identified; however, only twelve Labrador Retrievers of similar age (2-3 years) were enrolled for treatment to minimize variability in breed and age. The remaining dogs were excluded due to different breeds or incomplete treatment. Six healthy controls were also included. Infected animals exhibited significant alterations in leukocyte count, erythrocyte indices, platelet count, and urinary protein-to-creatinine ratio (UPC) compared to healthy controls, indicating systemic inflammation and renal involvement. Twelve infected dogs were randomly assigned to two groups: Group I received the triple therapy (doxycycline, clindamycin, metronidazole), while Group II received the same treatment with oral NAC (70 mg/kg for 5 days). Clinical, hematological, biochemical, and oxidative stress parameters were reassessed on Day 21. Both groups showed improvement post-treatment; however, Group II demonstrated greater recovery, including higher RBC counts, hemoglobin levels, platelet counts, and serum antioxidant capacity, along with reduced bilirubin and UPC levels. Mann-Whitney U test on Day 21 revealed significant improvements in serum antioxidant activity and mean corpuscular hemoglobin concentration (MCHC) in Group II (p < 0.05). Although other parameters did not reach statistical significance, several showed favorable trends toward improvement in the NAC group. These findings suggest that NAC supplementation enhances hematological recovery, reduces oxidative stress, and supports renal function in dogs with babesiosis. Given its favorable impact, NAC may serve as a valuable adjunct in managing canine babesiosis, particularly in cases with suspected or confirmed oxidative injury. Further studies with larger sample sizes are recommended.

PMID:40828450 | DOI:10.1007/s11686-025-01122-y

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Endothelin-1 in combination with CRB-65 enhance risk stratification in COVID-19 patients

Infection. 2025 Aug 19. doi: 10.1007/s15010-025-02627-4. Online ahead of print.

ABSTRACT

BACKGROUND: COVID-19 continuously causes severe disease conditions and significant mortality. We evaluate whether easily accessible biomarkers can improve risk prediction of severe disease outcomes.

METHODS: Our study analysed 426 COVID-19 patients collected by German CAPNETZ and PROGRESS study groups between 2020 and 2021. Troponin T high-sensitive (TnT-hs), procalcitonin (PCT), N-terminal pro brain natriuretic peptide, angiopoietin-2, copeptin, endothelin-1 (ET-1) and lipocalin-2 were measured at enrolment and related to 28d mortality/ICU admission endpoint. Logistic and relaxed LASSO regression were used to evaluate the added value of biomarkers compared to the CRB-65 score and to develop a combined risk prediction model for our endpoint.

RESULTS: Of the 426 COVID-19 patients, 64 (15%) reached the endpoint. Among individual biomarkers, ET-1 showed the highest predictive performance (AUC = 0.76, 95% CI: 0.70-0.82). CRB-65 alone had an AUC of 0.63 (95% CI: 0.56-0.70). Our machine learning method identified CRB-65 + ET-1 to be optimal for prediction performance and model sparsity (AUC = 0.77, 95% CI: 0.71-0.83). Decision curve analysis demonstrated its greater net benefit over CRB-65 across large range of risk thresholds. The generalizability of our non-COVID CAP model (CRB-65 + TnT-hs + PCT) to COVID-19 patients was also assessed, yielding an AUC of 0.67 (95% CI: 0.60-0.74) for our primary endpoint. For 28d mortality alone as endpoint, it performed remarkably well (AUC = 0.90, 95% CI: 0.85-0.95).

CONCLUSION: Combining the already established clinical CRB-65 score with ET-1 significantly improves risk prediction of intensive care requirement or death within 28 days in hospitalized COVID-19 patients.

PMID:40828447 | DOI:10.1007/s15010-025-02627-4