Categories
Nevin Manimala Statistics

Analytical study of influence of polymorphisms of VEGF+936T/C, ACE ID, TNF308G/A, and GSTP1 genes on retinopathy of prematurity progression/regression

Indian J Ophthalmol. 2026 Feb 11. doi: 10.4103/IJO.IJO_897_25. Online ahead of print.

ABSTRACT

PURPOSE: The purpose of this study is to analyze the genetic polymorphisms of specific genes- VEGF +936T/C, ACE ID, TNF 308G/A, and GSTP1-on the progression or regression of retinopathy of prematurity (ROP) in premature infants. The goal is to determine how these genetic variations influence the development of ROP and assess their potential as biomarkers for the disease.

METHODS: This study is a genetic association study focused on identifying the relationship between genetic polymorphisms and ROP progression in a cohort of premature infants. The study involves genotyping 12 polymorphisms in four genes (VEGF, ACE, TNF, and GSTP1) in a sample of 100 premature infants diagnosed with ROP. A total of 100 premature infants diagnosed with ROP, without any other ophthalmologic disease, were included in the study. Twelve genetic polymorphisms in the genes VEGF (+936T/C), ACE (Insertion/ Deletion), TNF (308G/A), and GSTP1 were genotyped using standard molecular techniques. The frequencies of these polymorphisms in the ROP-positive group were compared, and their association with ROP progression or regression was evaluated using statistical tests such as Chi-square or Fisher’s exact test. P values less than 0.05 were considered statistically significant.

RESULTS: Out of the 12 polymorphisms studied, only two showed statistically significant associations with ROP progression or regression.The ACE insertion allele was associated with ROP regression and VEGF +936T/C polymorphism was found to increase the risk of ROP, with the C allele being a potential risk factor for the progression of the disease. The other polymorphisms in the TNF 308G/A and GSTP1 genes did not show a statistically significant influence on ROP progression or regression.

CONCLUSION: The ACE ID polymorphism appears to provide a protective effect against the development of ROP. Premature infants with the insertion allele of the ACE gene may be at lower risk for ROP progression,suggesting a potential role for ACE gene variation in influencing disease outcomes. The VEGF +936T/C polymorphism seems to increase the risk of ROP development, with the C allele possibly contributing to the progression of the disease.This study emphasizes the potential genetic factors involved in ROP, which could pave the way for personalized approaches in monitoring and managing ROP in premature infants,particularly in resource-limited settings. Further research with larger sample sizes is needed to confirm these findings and explore the underlying mechanisms of these genetic polymorphisms in ROP.

PMID:41669786 | DOI:10.4103/IJO.IJO_897_25

Categories
Nevin Manimala Statistics

Corneal collagen cross-linking at diagnosis in pediatric keratoconus: A prospective study from the Indian Subcontinent

Indian J Ophthalmol. 2026 Feb 11. doi: 10.4103/IJO.IJO_2328_25. Online ahead of print.

ABSTRACT

PURPOSE: To assess the one-year visual, refractive, and tomographic outcomes of corneal collagen cross-linking (CXL) performed at diagnosis in Indian children with keratoconus and to evaluate its safety in eyes with controlled vernal keratoconjunctivitis (VKC).

METHODS: Thirty-eight eyes of 30 children (9-18 years) diagnosed with keratoconus underwent standard epithelium-off CXL (Dresden protocol). “At diagnosis” was defined as treatment within four weeks of first topographic confirmation. Outcome measures included uncorrected visual acuity (UCVA), best spectacle-corrected visual acuity (BCVA), mean refractive spherical equivalent (MRSE), keratometric indices (flat K, steep K, apical K), pachymetry, and endothelial cell density. Statistical analysis included paired and adjusted comparisons with 95% confidence intervals (CIs).

RESULTS: UCVA improved from 0.72 ± 0.46 to 0.45 ± 0.42 logMAR (P < 0.001) and BCVA from 0.37 ± 0.30 to 0.21 ± 0.28 logMAR (P < 0.001). MRSE improved by 1.72 D (P < 0.001). Steep K and apical K flattened by 2.02 D and 2.26 D respectively (P < 0.001). Endothelial cell counts were stable. Subgroup analysis showed no difference between VKC and non-VKC eyes. Three patients developed transient sterile infiltrates that resolved with medical therapy.

CONCLUSION: Performing CXL at diagnosis is safe and effective in halting pediatric keratoconus progression while improving visual and refractive outcomes. Early treatment is particularly relevant for high-risk ethnic groups such as Indian children, where keratoconus is aggressive and rapidly progressive.

PMID:41669774 | DOI:10.4103/IJO.IJO_2328_25

Categories
Nevin Manimala Statistics

Assessing Inflammatory Bowel Disease Care Quality in Portugal: A Nationwide Gastroenterologist Survey

GE Port J Gastroenterol. 2026 Jan 8. doi: 10.1159/000549922. Online ahead of print.

ABSTRACT

INTRODUCTION: Inflammatory bowel disease (IBD) care demands a multidisciplinary approach and adherence to quality indicators to optimize patient outcomes. This study aimed to evaluate the structure and quality of IBD care in Portugal, exploring the perceptions of gastroenterologists and identifying areas for improvement.

METHODS: A cross-sectional online survey was conducted among Portuguese gastroenterologists between January and February 2024. The questionnaire assessed IBD care organization, processes and perceptions regarding quality indicators. Responses from 57 participants were analyzed using descriptive and inferential statistics.

RESULTS: Most participants (74%) work in public hospitals, with 89.5% providing specialized IBD consultations. Multidisciplinary teams are present in 58% of the participants’ centers. In addition to gastroenterologists, IBD multidisciplinary teams include mostly surgeons (88%) and radiologists (62%). Waiting times for nonurgent IBD-specific consultations varied, with 61% of the respondents reporting delays exceeding 1 month. More than two-thirds reported waiting times for nonurgent endoscopic and cross-sectional exams longer than 3 months. Psychological and nutritional assessments were underprioritized, with only 6% and 37% of centers routinely performing these evaluations, respectively. Only 42% of participants answered that their centers keep updated patient registries and 16% used quality indicators known to all team members. Most responders (76%) reported research activity in their units, mainly through national multicenter (88.1%) and observational studies (71%). Units with multidisciplinary teams were significantly more likely to follow structured protocols, provide timely care, and adopt advanced diagnostic tools. Most participants acknowledge the importance of quality indicators, classifying them as mandatory or relevant, with 96% supporting the auditing of IBD centers.

CONCLUSIONS: This study highlights strengths in the Portuguese IBD care, including multidisciplinary collaboration, research engagement, and widespread awareness of quality indicators. However, challenges remain, such as delays in specialized IBD consultations, endoscopic and cross-sectional exams, and inadequate scheduling for other consultations. Moreover, gaps persist in integrating psychological and nutritional care and maintaining updated patient registries. Expanding multidisciplinary teams and strengthening quality monitoring are critical for improving care outcomes for Portuguese IBD patients.

PMID:41669687 | PMC:PMC12885556 | DOI:10.1159/000549922

Categories
Nevin Manimala Statistics

Associations between the perceived educational environment and burnout symptoms across multilingual medical programs: the role of academic and social self-perception

BMC Med Educ. 2026 Feb 10. doi: 10.1186/s12909-026-08786-8. Online ahead of print.

ABSTRACT

BACKGROUND: Burnout among medical students is a widespread problem that threatens academic performance, well-being, and professional identity. The educational environment is crucial for shaping students’ psychological resilience regarding burnout. The current study investigates how perceptions of the educational environment and reflective self-perceptions are associated with burnout symptoms among students enrolled in three different language medical programs.

METHODS: A cross-sectional, self-report study was conducted among 731 medical students across three language programs at a Hungarian university. Participants completed the Maslach Burnout Inventory-Student Survey (MBI-SS) and the Dundee Ready Education Environment Measure (DREEM). Language program, age, sex and study semester were also included as variables into the model and statistical analyses to check for potential meaningful differences.

RESULTS: Significant differences in burnout dimensions were observed across language groups, with international students reporting higher emotional exhaustion and lower academic efficacy. All five DREEM subscales showed moderate correlations with burnout dimensions. Regression analyses identified social self-perception as a consistent negative predictor of exhaustion and cynicism, and academic self-perception as a significant positive predictor of academic efficacy. Reflective self-perception mechanisms were found to function as protective factors across all models.

CONCLUSIONS: Medical students’ burnout is significantly linked to their perceptions of both academic and social aspects of their competences related to their educational environment. Enhancing self-reflective capacities and fostering a socially supportive learning climate may help reduce burnout risk, particularly among international and female students.

PMID:41668171 | DOI:10.1186/s12909-026-08786-8

Categories
Nevin Manimala Statistics

Association between psychoeducational factors and perceived academic stress in medical students: a gender-based analysis

BMC Med Educ. 2026 Feb 10. doi: 10.1186/s12909-026-08770-2. Online ahead of print.

ABSTRACT

BACKGROUND: Academic stress is a dynamic cognitive appraisal process in which students perceive educational demands as exceeding their coping resources This perception is associated with emotional and behavioral responses that relate to well-being and perceived academic stress.

OBJECTIVE: This study aimed to identify the main academic stressors in medical students and to examine their relationship with sleep quality, physical activity, and gender, specifically focusing on perceived stress rather than academic grades.

METHODS: An analytical cross-sectional study was conducted including sociodemographic questions and validated instruments: the Pittsburgh Sleep Quality Index (PSQI), the Academic Stress Questionnaire (E-CEA), and the short form of the International Physical Activity Questionnaire (IPAQ). Logistic regression analyses were performed.

RESULTS: Significant gender-related differences were found in stress responses and coping strategies. Female students reported higher levels of academic overload (p = 0.004), emotional demands, and exam-related anxiety (p = 0.005), as well as differences in exam preparation strategies (p = 0.037). Regarding lifestyle factors, poor sleep quality was identified as a significant factor associated with higher stress levels (OR = 1.12; 95% CI: 1.03-1.22).

CONCLUSION: Academic overload and exam anxiety were identified as significant factors associated with medical students´ well-being. Female students showed a higher probability of reporting stress (OR = 5.56). These findings highlight the need for gender-sensitive psychoeducational interventions that promote healthy sleep habits and stress management alongside physical activity recommendations.

PMID:41668169 | DOI:10.1186/s12909-026-08770-2

Categories
Nevin Manimala Statistics

Analytical performance of species-targeted quantitative PCR for intra-abdominal candidiasis in critically ill patients: a proof-of-concept post hoc analysis from the pBDG2 multicenter study

Crit Care. 2026 Feb 10. doi: 10.1186/s13054-026-05882-5. Online ahead of print.

NO ABSTRACT

PMID:41668159 | DOI:10.1186/s13054-026-05882-5

Categories
Nevin Manimala Statistics

Modeling the Spatiotemporal Evolution Process of Panic-Buying Behavior During COVID-19: A Case Study in China

Ann N Y Acad Sci. 2026 Feb;1556(1):e70211. doi: 10.1111/nyas.70211.

ABSTRACT

Panic-buying incidents triggered by public emergencies are often accompanied by panic emotions, which are prone to spread in both time and space, causing serious negative impacts on social stability and economic development. Therefore, we took stimuli-organism-response (SOR) as our framework to comprehensively consider the effects of internal and external factors and to clarify the chain evolution process of stimulus panic-buying behavior. Second, based on an improved infectious disease model using the Markov chain and combined with cellular automata methods, we studied the spatiotemporal evolution of group panic-buying behavior. Specifically, we focused on the evolutionary process of panic-buying across temporal sequences and within macroscopic geographical spaces such as urban communities. Our simulations yielded compelling insights: (1) the intensity of panic-buying information has a significant stimulating effect on panic-buying behavior. Interestingly, previous encounters with such buying experiences can act as a soothing balm, alleviating panic emotions. (2) The groups that participate in and stop buying both exhibit a clustered distribution in space, forming several clustered buying areas in space. Individuals at the center of the buying area often participate in the buying first, while those at the edge are more likely to stop buying. (3) Partition control implemented in the buying area can help mitigate the cascading effects of fear-driven purchasing behavior and increase its rate of decline. In addition, we also verified the effectiveness of the model using a case study in China, and discuss the model’s theoretical and practical significance, limitations, and future research directions.

PMID:41668143 | DOI:10.1111/nyas.70211

Categories
Nevin Manimala Statistics

Anxiety, Depression, and Suicidality Among Testicular Cancer Survivors

Cancer Med. 2026 Feb;15(2):e71602. doi: 10.1002/cam4.71602.

ABSTRACT

INTRODUCTION: We evaluated the incidence of anxiety, depression, and suicidality amongst TC survivors and the impact of chemotherapy on these outcomes.

METHODS: We conducted a retrospective cohort study of men diagnosed with TC in the United States Veterans Affairs Health System from 1990 to 2016. De novo anxiety or depression was a composite endpoint comprised of diagnosis codes for anxiety, depression, or medications used to treat these diagnoses. Incident suicidality was defined as a diagnosis code for suicidal ideation. 2022 TC patients were compared in a 1:3 ratio to 6375 controls. Cox proportional hazards models were employed for statistical analysis.

RESULTS: Mean age at diagnosis was 42.6 years. 5-year cumulative incidence of anxiety or depression was 53.4% in TC patients and 35% for controls (p < 0.001). TC patients were more likely to develop anxiety or depression (HR 1.66, 95% CI 1.56-1.78, p < 0.001) and suicidality (HR 22.99, 95% CI 17.52-30.17, p < 0.001). In the TC cohort, factors associated with a higher risk of anxiety or depression were divorce (HR 1.15, 95% CI 1.00-1.32, p = 0.044), unemployment (HR 1.68, 95% CI 1.47-1.9, p < 0.001), and receipt of chemotherapy (HR 1.20, 95% CI 1.06-1.35, p < 0.001).

CONCLUSIONS: Psychological morbidity due to depression, anxiety, and suicidality is high among TC survivors. In our analysis chemotherapy increases the rates of psychosocial morbidity. Clinicians should be proactive in screening and intervening for these diagnoses in TC survivors to provide early intervention and improve health comes.

PMID:41668134 | DOI:10.1002/cam4.71602

Categories
Nevin Manimala Statistics

Enhancing graduate education assessment: a machine learning-based classification of academic performance in medical students

BMC Med Educ. 2026 Feb 10. doi: 10.1186/s12909-026-08741-7. Online ahead of print.

ABSTRACT

BACKGROUND: Accurately predicting academic performance among medical postgraduate students is crucial for understanding educational outcomes and providing effective early academic guidance. Traditional statistical approaches often struggle to balance predictive performance with interpretability, particularly when handling complex relationships among academic and psychosocial factors.

METHODS: A semi-structured survey was administered to medical postgraduate students at a Chinese medical university, yielding a final sample of 1,091 participants. GPA was dichotomized into two categories: outstanding academic performance (GPA ≥ 80) and non-outstanding academic performance (GPA < 80). Feature selection was performed using the Boruta algorithm. Logistic regression and XGBoost models were developed and evaluated on a held-out test set. Model performance was assessed using the area under the receiver operating characteristic curve, accuracy, and complementary validation metrics. Shapley Additive Explanations (SHAP) analysis was applied to interpret the contributions of key predictors.

RESULTS: Both models demonstrated acceptable predictive performance. Undergraduate academic achievement emerged as the most influential predictor of GPA classification, followed by selected psychosocial characteristics and foundational academic skills. Shapley Additive Explanations (SHAP) interpretation provided transparent insights into the relative importance and directionality of these predictors.

CONCLUSION: This study presents an interpretable machine learning framework for predicting academic performance in medical postgraduate education. By combining predictive modeling with explainable techniques, the proposed approach supports reliable performance assessment while maintaining transparency, offering a methodological foundation for future research and cautious application in educational analytics.

PMID:41668132 | DOI:10.1186/s12909-026-08741-7

Categories
Nevin Manimala Statistics

The association between dominant food patterns and the intake of energy and macronutrients with endometriosis in women aged 15-45

BMC Nutr. 2026 Feb 10. doi: 10.1186/s40795-026-01268-6. Online ahead of print.

ABSTRACT

BACKGROUND: Endometriosis is a chronic, inflammatory condition affecting women, characterized by the presence of endometrial tissue outside the uterus. This study aimed to explore the relationship between dominant food patterns and the incidence of endometriosis in women aged 15-45 years.

METHODS: This case-control study involved 180 women, with 60 participants in the case group (with endometriosis) and 120 in the control group. Participants, aged 15-45, were recruited from the Kosar Educational and Therapeutic Center. Endometriosis diagnosis was confirmed via ultrasound or laparoscopy by a gynecologist. Dietary intake was assessed using a 146-item food frequency questionnaire. Factor analysis was used to identify dominant dietary patterns, and statistical tests (Chi-squared, Mann-Whitney U, T-tests) alongside logistic regression were used to assess the relationship between dietary patterns and endometriosis, adjusting for confounding factors (e.g., BMI, menstrual cycle characteristics, physical activity, education level).

RESULTS: Three dominant dietary patterns were identified. Pattern one was high in red meat, solid oils, high-fat snacks, and processed foods. Pattern two featured vegetables, grains, and coffee, while pattern three included sugar, cereals, and jam. Significant associations were found between food pattern one (OR = 25.54, 95% CI: 111.72-5.84, P < 0.001) and food pattern three (OR = 1.86, 95% CI: 1.14-3.04, P = 0.01) with increased risk of endometriosis. Higher energy, lipid, and carbohydrate intake were significantly associated with endometriosis (P < 0.001).

CONCLUSIONS: Food patterns high in processed meats, oils, and sugars may increase the risk of endometriosis in women.

TRIAL REGISTRATION: The study was conducted according to the guidelines of the Declaration of Helsinki and approved by the Ethics Committee of Urmia University of Medical Sciences, Urmia, Iran (Ethics Code IR.UMSU.REC.1400.396).

PMID:41668123 | DOI:10.1186/s40795-026-01268-6