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Nevin Manimala Statistics

The interplay of adolescent obesity and smoking on hypertension in early adulthood: insights from TLGS

BMC Endocr Disord. 2026 Jun 6. doi: 10.1186/s12902-026-02347-2. Online ahead of print.

ABSTRACT

BACKGROUND: Hypertension (HTN) increasingly originates in childhood and adolescence, with obesity and smoking as modifiable risk factors. However, longitudinal evidence on their independent and joint effects on HTN risk into early adulthood remains limited in non-Western populations.

METHODS: Using data from the Tehran Lipid and Glucose Study (TLGS), we followed 985 adolescents (mean age 15.01 years) for a median of 15.05 years. Adolescent overweight/obesity was defined using national BMI percentiles, and smoking status was self-reported. Incident adulthood HTN was defined as blood pressure ≥ 140/90 mmHg or use of antihypertensive medication. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs), adjusting for potential confounders.

RESULTS: Over follow-up, 95 participants developed HTN. In adjusted analyses, adolescent overweight/obesity was independently associated with higher adulthood HTN risk (HR: 1.73; 95% CI: 1.11-2.71). Adolescent smoking was not independently associated with adulthood HTN after adjustment (HR: 1.15; 95% CI: 0.63-2.09). In joint exposure analyses, overweight/obese non-smokers had a higher risk than normal-weight non-smokers (HR: 1.77; 95% CI: 1.10-2.84), whereas smokers did not show statistically significant excess risk regardless of weight status. The obesity-smoking interaction suggested a possible synergistic effect on HTN risk in adulthood.

CONCLUSIONS: Adolescent overweight/obesity is an independent predictor of adulthood HTN. Although smoking was not independently associated after adjustment, the potential interaction between obesity and smoking merits further study. Prevention efforts should prioritize adolescent weight management to reduce long-term cardiovascular risk.

CLINICAL TRIAL NUMBER: Not applicable.

PMID:42251360 | DOI:10.1186/s12902-026-02347-2

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Clinical correlates and predictors of thrombocytopenia in childhood-onset systemic lupus erythematosus: a retrospective cohort study

Pediatr Rheumatol Online J. 2026 Jun 6. doi: 10.1186/s12969-026-01234-3. Online ahead of print.

ABSTRACT

OBJECTIVES: This study sought to evaluate the clinical implications of thrombocytopenia in pediatric patients diagnosed with systemic lupus erythematosus (SLE) and to explore its relationship with various disease features. Furthermore, the research aimed to identify risk factors that affect the occurrence of SLE-associated thrombocytopenia.

METHODS: A single-center retrospective study was conducted involving 236 pediatric patients diagnosed with SLE at Children’s Hospital of Fudan University from January 2020 and December 2025. Clinical information and laboratory parameters, such as complement levels, autoantibody profiles, and platelet counts, were systematically collected. Participants were divided into two groups and those without, based on their platelet counts at the time they were diagnosed with SLE. The presence of thrombocytopenia was determined at diagnosis, and further subgroup analyses were carried out based on the severity of the condition. All statistical analyses, such as logistic regression and one-way ANOVA, were conducted using SPSS version 26.0.

RESULTS: Thrombocytopenia was observed in 19.5% (46 out of 236) of the patients. In comparison to the cohort without thrombocytopenia, the thrombocytopenia group demonstrated significantly increased incidences of leukopenia, leukocyte reduction, and positivity for antiphospholipid antibody IgM, anti-β2-glycoprotein-1 antibody, and lupus anticoagulant (P < 0.05). Furthermore, severe thrombocytopenia (defined as a platelet count below 50 × 10⁹/L) was correlated with a markedly higher prevalence of lupus anticoagulant positivity relative to the mild-to-moderate thrombocytopenia subgroup. Logistic regression analysis revealed that leukopenia, elevated erythrocyte sedimentation rate (ESR), positivity for Anti-β2 glycoprotein 1 antibodies, high lupus anticoagulant, and neuropsychiatric manifestations were significantly associated with the presence of thrombocytopenia.

CONCLUSION: Thrombocytopenia frequently occurs in pediatric patients with SLE and demonstrates a significant correlation with leukopenia, the presence of antiphospholipid antibodies, and involvement of major organs. Additionally, further multicenter prospective investigations are necessary to clarify the contribution of platelets to the pathogenesis of SLE. In clinical practice, when thrombocytopenia is identified in pediatric SLE patients, thorough evaluation for antiphospholipid antibodies and neuropsychiatric systemic lupus erythematosus (NPSLE) is warranted.

PMID:42251347 | DOI:10.1186/s12969-026-01234-3

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Nevin Manimala Statistics

Comparison of C-reactive protein/albumin ratio and neutrophil/lymphocyte ratio with conventional biomarkers for predicting septic shock in pediatric sepsis

BMC Pediatr. 2026 Jun 6. doi: 10.1186/s12887-026-07103-y. Online ahead of print.

ABSTRACT

BACKGROUND: This study aimed to investigate the clinical utility of the C-reactive protein/albumin ratio (CAR) and the neutrophil/lymphocyte ratio (NLR) in evaluating the severity of sepsis in pediatric patients.

METHODS: A retrospective cohort study was conducted involving 174 pediatric patients hospitalized between June 2022 and November 2025. Sepsis and septic shock were defined according to the 2024 Phoenix criteria. Patients were stratified into a sepsis group (n = 123) and a septic shock group (n = 51). CAR and NLR were calculated from blood samples collected within 24 h of admission. A two-sided p < 0.05 was considered statistically significant. Independent associated factors for septic shock were identified using binary logistic regression analysis. Receiver operating characteristic (ROC) curves were constructed, and the area under the curve (AUC) was calculated to evaluate the diagnostic performance of CAR, NLR, and other relevant biomarkers.The study was conducted in accordance with the STROBE guidelines.

RESULTS: Univariate analysis revealed significantly elevated white blood cell (WBC) count, CAR, and NLR levels in the septic shock group compared to the sepsis group (all p < 0.05). Binary logistic regression analysis confirmed that elevated CAR (OR = 2.893, p < 0.001) and NLR (OR = 1.232, p < 0.001) were independent associated factors for progression to septic shock. ROC curve analysis demonstrated that a model combining CAR and NLR exhibited superior discriminative performance compared to either biomarker alone, with a higher AUC (0.802), sensitivity (74.50%), and specificity (74.80%).

CONCLUSION: CAR and NLR appear to be significant independent biomarkers for assessing severity and predicting septic shock in children with sepsis. The combination of CAR and NLR provides improved predictive accuracy compared with either marker alone, suggesting its potential utility in guiding early clinical decisions.

PMID:42251342 | DOI:10.1186/s12887-026-07103-y

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Nevin Manimala Statistics

A questionnaire study on dental radiation knowledge and anxiety among patients applying to a faculty of dentistry

BMC Oral Health. 2026 Jun 6. doi: 10.1186/s12903-026-08766-w. Online ahead of print.

ABSTRACT

BACKGROUND: The aim of this study was to evaluate patients’ knowledge-related responses, attitudes, anxiety levels, and radiation risk perceptions regarding dental radiographic imaging methods.

MATERIALS AND METHODS: A structured 30-item questionnaire was administered face-to-face to 410 participants. Anxiety and radiation risk perception were assessed using a 5-point Likert scale, while knowledge-related responses were evaluated using categorical responses. Constructs were analyzed separately as anxiety (emotional response to radiographic procedures), risk perception (radiation-related concerns), and knowledge-related responses (factual awareness of radiation).

RESULTS: A total of 410 participants were included (mean age: 32.98 ± 12.66 years; 58.8% female). Overall anxiety levels regarding radiographic procedures were low; however, increased anxiety was observed in situations involving radiation exposure and absence of protective aprons. Radiation risk perception was generally at a moderate level; however, the tendency to refuse or postpone radiographic examinations recommended by the dentist was low. Female participants had higher radiation risk perception scores; however, this difference was not statistically significant. Regarding knowledge-related responses, participants demonstrated higher awareness of computed tomography (CT) and natural background radiation, while uncertainty was prominent regarding magnetic resonance imaging (MRI) and panoramic radiography (PR) dose.

CONCLUSION: Although patients generally tolerate dental radiographic procedures with low anxiety, uncertainties regarding radiation exposure contribute to increased perceived risk. These findings highlight the need for structured, evidence-based patient information strategies to improve radiation literacy and support informed acceptance of dental imaging procedures.

PMID:42251337 | DOI:10.1186/s12903-026-08766-w

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Nevin Manimala Statistics

Bridging the Gap: Using an Asynchronous E-Learning Module to Improve Internal Medicine Residents’ Confidence and Preparedness in Ambulatory Blood Pressure Monitoring Interpretation

BMC Med Educ. 2026 Jun 6. doi: 10.1186/s12909-026-09543-7. Online ahead of print.

ABSTRACT

BACKGROUND: Ambulatory blood pressure monitoring (ABPM) is considered a reference standard for diagnosing hypertension and is recommended for out-of-office blood pressure assessment, yet internal medicine residents receive limited training in its interpretation. We conducted a needs assessment to identify gaps in hypertension and ABPM education and developed an asynchronous e-learning module to address these deficiencies. We then evaluated its impact on residents’ self-reported confidence and preparedness in outpatient hypertension management.

METHODS: We conducted a single-center quality improvement study among internal medicine residents (PGY1-4) at the University of Toronto between July 2024 and January 2026. A baseline needs assessment evaluated prior exposure to ABPM, confidence in interpretation, and preparedness to diagnose hypertension. An e-learning module was developed, consisting of a structured “Five Steps of ABPM Interpretation” framework and case-based learning. A post-intervention survey assessed self-reported confidence, preparedness, and educational value. Descriptive statistics were used to summarize outcomes. Between-group comparisons of categorical outcomes were performed using chi-square tests.

RESULTS: Sixty-two residents completed the baseline survey, and 26 completed the module and post-intervention survey [1]. At baseline, 56.5% (35/62) reported no prior exposure to ABPM interpretation. Only 22.6% (14/62) felt comfortable interpreting ABPM reports, and 32.3% (20/62) felt prepared to diagnose outpatient hypertension. Following the intervention, 84.6% (22/26) of residents reported feeling comfortable or very comfortable interpreting ABPM, and 92.3% (24/26) reported feeling prepared or very prepared to diagnose hypertension. Learner satisfaction was high, with over 90% of participants reporting that the module was educationally valuable, easy to use, and effective.

CONCLUSIONS: An asynchronous, case-based e-learning module was feasible, well-received, and associated with higher self-reported confidence and preparedness in ABPM interpretation among internal medicine residents. The observational nature and potential for both response and selection bias limits generalizability of the study.

PMID:42251329 | DOI:10.1186/s12909-026-09543-7

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Nevin Manimala Statistics

Comparison of first trimester complete blood count parameters in missed abortion and healthy pregnant women: a retrospective case-control study

BMC Pregnancy Childbirth. 2026 Jun 6. doi: 10.1186/s12884-026-09443-0. Online ahead of print.

ABSTRACT

BACKGROUND: The aim of our study is to compare the markers and parameters obtained from complete blood count between patients diagnosed with missed abortion in the first trimester and a healthy pregnant control group.

MATERIALS AND METHODS: This descriptive, retrospective, case-control study included 166 patients diagnosed with missed abortion according to ultrasound criteria, and an equal number of healthy pregnant controls, who visited the Gynecology and Obstetrics Clinic at a Training and Research Hospital from January 1, 2018, to July 1, 2023. Participants, with 5 to 14 weeks of gestation, were selected using simple random sampling. Data on age, gravida, parity, gestational week, and hemogram results were retrieved from medical records and compared. Statistical significance was set at p < 0.05.

RESULTS: No significant differences were observed between the case and control groups in terms of gravida, parity, age, or gestational week (p > 0.05). Likewise, comparisons of hemogram parameters and derived values, did not show statistically significant differences (p > 0.05). However, the multivariate logistic regression analysis revealed that each unit increase in lymphocyte count was linked to a 2.075 times higher risk of missed abortion (p = 0.040).

CONCLUSION: Our study found no significant differences in complete blood count parameters between the missed abortion and healthy pregnant groups. Although lymphocyte count was significant in the multivariate model, this association should be interpreted with caution, as complete blood count values were obtained at the time of diagnosis. Therefore, it does not indicate predictive value, and prospective studies are needed to determine whether lymphocyte count may serve as a pre-diagnostic marker.

PMID:42251326 | DOI:10.1186/s12884-026-09443-0

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Nevin Manimala Statistics

Perceptual quality assessment in digital pathology: Modeling diagnostic usability from expert opinions

Comput Methods Programs Biomed. 2026 Jun 1;285:109473. doi: 10.1016/j.cmpb.2026.109473. Online ahead of print.

ABSTRACT

Reliable quality assessment in digital pathology is essential to ensure the diagnostic usability of whole slide images (WSIs), as artifacts introduced during tissue preparation and scanning can degrade image quality and affect clinical interpretation. In this paper, we propose a framework that combines subjective usability evaluation with an objective no-reference quality assessment method. A dataset was constructed from WSIs of four tissue types (breast, fertility, gastrointestinal, and lung), where pristine patches were systematically degraded using simulated artifacts including blur, contrast, and color variations. A subjective study with eight pathologists was conducted using a five-point diagnostic usability scale, from which Mean Usability Scores (MUS) were derived and statistically validated. An objective metric was then developed based on contrastive learning-driven pseudo-reference generation, followed by a siamese feature extraction and regression model to predict usability. The proposed method shows strong correlation with expert scores and outperforms several existing quality assessment metrics, while demonstrating consistent performance across multiple distortion types and tissue categories. Our proposed model outperforms competing objective metrics, achieving strong consistency with subjective scores with SRCC of 0.945, PLCC of 0.952, and AUC of 0.98 on the benchmark dataset. The proposed objective metric, together with the designed subjective assessment method and the publicly available dataset, provides a reliable framework for expert-aligned quality assessment in digital pathology.

PMID:42250321 | DOI:10.1016/j.cmpb.2026.109473

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Particulate matter-bound metals and chlorinated paraffins co-exposure: A population-based study on attention-deficit/hyperactivity disorder in Chinese youth

J Hazard Mater. 2026 May 22;514:142463. doi: 10.1016/j.jhazmat.2026.142463. Online ahead of print.

ABSTRACT

Recent studies have indicated that heavy metals and chlorinated paraffins (CPs) are risk factors for neurodevelopmental disorders. However, evidence regarding their potential combined effects remains limited. To investigate the joint associations of heavy metals and CPs with attention-deficit/hyperactivity disorder (ADHD) symptoms, we recruited 122,965 participants under 18 from the Pearl River Delta in China. We measured concentrations of six heavy metals (Pb, As, Cd, Hg, Mn and Ni) and three types of CPs (SCCPs, MCCPs and LCCPs) in atmospheric particulate matter (PM2.5) samples. ADHD symptoms was defined according to the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition criteria. Generalized linear mixed-effects models (GLMMs) were used to evaluate the associations between individual pollutants and ADHD symptoms. We investigated the combined effects using a weighted quantile sum (WQS) regression model and examined potential interactions through both multiplicative and additive models. In single-pollutant models, all metals and CPs demonstrated significant positive associations with ADHD symptoms. Additive interaction analyses revealed significant synergistic effects between heavy metals and CPs, particularly between SCCPs and Mn (RERI = 4.63, 95% CI: 4.38, 4.88) and between SCCPs and Pb (RERI = 4.15, 95% CI: 3.92, 4.39). WQS analysis demonstrated a positive association between mixed exposure and ADHD symptoms, with Mn, Pb, and SCCPs as the main contributors. Boys and children younger than 12 years were more susceptible to these combined effects. These findings suggest that heavy metals and CPs may exert synergistic effects on the odds of ADHD symptoms, highlighting the importance of coordinated regulatory strategies targeting both pollutants.

PMID:42250293 | DOI:10.1016/j.jhazmat.2026.142463

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Nevin Manimala Statistics

Metformin for COVID-19: An Updated Systematic Review and Meta-Analysis of Randomized Controlled Trials

Rev Med Virol. 2026 Jul;36(4):e70172. doi: 10.1002/rmv.70172.

ABSTRACT

Metformin has been shown to reduce hospitalisation and symptom duration among adults with COVID-19, but the effect has not been studied. We conducted this meta-analysis to assess the efficacy and safety of metformin in patients with COVID-19. Randomized controlled trials (RCTs) comparing metformin with placebo in COVID-19 were identified through major databases through November 2025. We performed statistical analyses using RevMan 5.4, employing the random-effects model, along with Risk Ratio (RR) and Mean Difference (MD) as the effect measures. Our meta-analysis of four RCTs showed that metformin did not significantly reduce the composite outcome of hospitalisation, emergency department (ED) visits, or death, compared with placebo (RR 0.60, 95% CI 0.40-0.90.21). The incidence of all-cause mortality (RR 1.00; 95% CI 0.06-15.91) and serious adverse events (RR 2.86; 95% CI 0.76-10.76) was also comparable between the two groups. Our meta-analysis, with low to moderate certainty, found that metformin may provide modest benefit in reducing hospitalisation, ED visits, or mortality in patients with COVID-19 without an association with increased serious adverse events. However, these findings should be interpreted cautiously, given the limited number of trials, low event rates, and clinical heterogeneity across studies. Further large RCTs are needed before metformin can be considered for use in COVID-19.

PMID:42250263 | DOI:10.1002/rmv.70172

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Nevin Manimala Statistics

Resource Use in Swedish Nursing Homes: A Repeated Cross-Sectional Follow-Up Study

Int J Geriatr Psychiatry. 2026 Jun;41(6):e70228. doi: 10.1002/gps.70228.

ABSTRACT

OBJECTIVES: Nursing homes in Sweden provide housing and care for people aged 65 years or older who require assistance with everyday activities. An increasing number of nursing home residents have cognitive and functional decline, which can result in additional time needed for care provision. This study aimed to explore changes in resource use and associated factors in Swedish nursing homes over a 5-year period.

METHODS: This repeated cross-sectional study analyzed baseline (2013-2014) and follow-up (2018-2019) proxy-rated data from 4599 participants from the Swedish National Inventory of Care and Health in Residential Aged Care study. Resource use was measured using the Resource Use in Dementia scale. Descriptive statistics, t-tests, chi-square tests, and multiple linear regressions were performed.

RESULTS: Total resource use increased from 7.15 h/day to 7.83 h/day between baseline and follow-up. The number of residents living in a dementia unit increased from 34.6% to 43%. Higher independence in activities of daily living was associated with lower total resource use at follow-up while living in a dementia unit was associated with higher total resource use. Higher total resource use was associated with seven neuropsychiatric symptoms. For residents living in a dementia unit, four neuropsychiatric symptoms were associated with higher total resource use.

CONCLUSIONS: Resource use in Swedish nursing homes increased between baseline and follow-up. These results may inform future policy, financing, and implementation decisions to support resource utilization in nursing homes.

PMID:42250257 | DOI:10.1002/gps.70228