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Nevin Manimala Statistics

Association of serum melatonin with dietary patterns and dietary nutrients in chinese population: a cross-sectional study

Eur J Nutr. 2025 Nov 6;64(8):314. doi: 10.1007/s00394-025-03842-3.

ABSTRACT

OBJECTIVE: Dietary intake plays a pivotal role in sustaining optimal melatonin levels, while the relationship between dietary patterns and circulating melatonin levels remains unclear. This study aims to investigate the associations between dietary patterns, nutrient intake, and serum melatonin levels in the Chinese population.

METHODS: This cross-sectional study included 6,521 Chinese adults. Three dietary patterns were identified through principal component analysis. Multivariable linear regression was used to assess the associations between dietary patterns and serum melatonin levels. The covariance analysis and partial least squares regression was used to evaluate the association between micronutrient intake and serum melatonin concentrations.

RESULTS: The Dietary pattern 2 (DP2), characterized by high intake of fatty foods and red meat with the lowest Dietary Variety Score (DVS), and DP3 featuring high consumption of red meat, fruits, and vegetables but low intake of white meat and aquatic products with low DVS, were significantly associated with lower serum melatonin levels (DP2: β = – 0.12, P-trend < 0.001; DP3: β = – 0.13, P-trend < 0.001). Insufficient nutrient and quality intake of dietary fiber, potassium, vitamin B2, calcium, and magnesium was found in DP2, whereas DP3 showed inadequate intake of protein, cholesterol, vitamin B2, niacin, calcium, phosphorus, magnesium, selenium, and iron.

CONCLUSION: Specific dietary patterns, low dietary diversity and nutrient deficiencies are associated to reduced melatonin levels. These findings reveal distinct mechanisms linking overall dietary patterns to serum melatonin concentrations, underscoring the importance of appropriate dietary patterns and nutrients intake in sustaining optimal circulating melatonin homeostasis in humans.

PMID:41196434 | DOI:10.1007/s00394-025-03842-3

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Nevin Manimala Statistics

Evaluating machine learning models and imputation strategies for Air Quality Index forecasting in urban India

Environ Monit Assess. 2025 Nov 6;197(12):1303. doi: 10.1007/s10661-025-14700-4.

ABSTRACT

Accurate Air Quality Index (AQI) prediction is essential for timely health risk management in urban environments, yet challenges such as missing data and complex pollutant interactions limit the performance of traditional approaches. This study investigates AQI prediction for three years from six stations in Chennai, a South Indian coastal city, by coupling fourteen imputation techniques with five machine learning (ML) models to identify the most effective framework. Among the tested combinations, the Multi-Layer Perceptron (MLP) model with k-Nearest Neighbor imputation (kNNI-MLP) achieved the best performance, with a coefficient of determination of 0.9999, a root mean squared error of 0.4920, a mean absolute error of 0.2723, a symmetric mean absolute percentage error of 0.4522%, and a mean absolute scaled error of 0.0069%. Residual and calibration analyses confirmed unbiased and well-calibrated predictions, while trend analysis showed strong alignment between actual and predicted AQI values. Seasonal evaluation revealed consistent fluctuations, with AQI peaking in winter and post-monsoon and stabilizing during summer and monsoon. Station-wise patterns further highlighted site-specific pollution drivers such as traffic density, industrial activity, and waste burning. The findings establish kNNI-MLP as a robust AQI prediction framework and provide evidence for targeted interventions, including improved traffic regulation, waste management, and emission controls. Future research will focus on external validation to confirm the model’s generalizability across diverse urban contexts, as well as exploring interpretability techniques such as SHAP or variable importance analysis to enhance understanding of predictor contributions.

PMID:41196422 | DOI:10.1007/s10661-025-14700-4

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Nevin Manimala Statistics

Impact of early FAST ultrasound on severe trauma outcomes: a randomized trial in a low-resource African emergency setting (The ALIFAST Trial)

Eur J Trauma Emerg Surg. 2025 Nov 6;51(1):325. doi: 10.1007/s00068-025-02988-3.

ABSTRACT

PURPOSE: Trauma is a leading cause of mortality worldwide, especially in low- and middle-income countries (LMICs), where diagnostic resources are limited. This study evaluated whether early Focused Assessment with Sonography for Trauma (FAST) reduces mortality and resource use in polytrauma patients in a low-resource setting.

METHODS: We conducted a single-center, randomized controlled trial among adults with severe trauma admitted to the emergency department of a tertiary hospital in Morocco. Patients were randomized to standard care or a protocol incorporating FAST during initial triage. The primary outcome was in-hospital mortality. Secondary endpoints included 30-day mortality, time to surgery, CT use, transfusion needs, and hospital stay. Multivariable logistic regression and survival analyses were performed.

RESULTS: A total of 157 patients were enrolled (77 control, 80 FAST). In-hospital mortality was significantly lower in the FAST group (39.2% vs. 66.2%, p = 0.001). Thirty-day mortality was also reduced (45.6% vs. 72.7%, p = 0.001). FAST use was associated with decreased odds of in-hospital death (adjusted OR 0.48; p = 0.050) and improved survival time (HR 0.56; p = 0.014). Fewer patients underwent CT in the FAST group (82.5% vs. 96.1%, p = 0.006), and time to surgery was shorter (5.16 vs. 9.82 h, p < 0.001).

CONCLUSION: Early use of FAST significantly reduced mortality, CT use, and surgical delays. These findings support guideline recommendations for integrating FAST into trauma triage protocols, particularly in LMICs.

TRIAL REGISTRATION: PACTR202507728817990 (retrospectively registered).

PMID:41196403 | DOI:10.1007/s00068-025-02988-3

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Nevin Manimala Statistics

Regular home use of dual-light photodynamic therapy as an adjunct to non-surgical periodontal treatment in smokers: a single-center randomized controlled clinical trial

Clin Oral Investig. 2025 Nov 6;29(12):553. doi: 10.1007/s00784-025-06600-1.

ABSTRACT

OBJECTIVES: This RCT assessed the effectiveness of daily home-applied dual-light antimicrobial photodynamic therapy (aPDT) as an adjunct to non-surgical periodontal therapy (NSPT) in smokers with Stage III or IV periodontitis.

MATERIALS AND METHODS: Sixty smokers were randomized to receive either NSPT alone (control) or NSPT with daily for four months at-home application of aPDT, prior to oral hygiene (test group). Clinical parameters-bleeding on probing (BoP), probing depth (PD), clinical attachment loss (CAL), gingival recession (REC), full-mouth plaque score (FMPS), and Turesky Index-were assessed at baseline, 2 weeks, 4 months, and 6 months. aMMP-8 levels and patient-reported outcomes were also recorded.

RESULTS: Both groups demonstrated significant improvements in BoP, PD, and CAL (p < 0.05), but no significant intergroup differences were observed. BoP reduction at 2 weeks favored the test group (- 33.60% vs – 23.94%; p = 0.056). BoP continued to decrease at 4 and 6 months, reaching 29.55 ± 19.86% in the control group and 27.57 ± 16.43% in the test group at 6 months. The difference in mean BoP between the two groups at 6 months was not statistically significant (p = 0.680, Independent Samples Mann Whitney U Test). Plaque indices and aMMP-8 levels showed no significant differences. Compliance to dual-light aPDT averaged 77.7%; 72% of test participants were compliant. Greater compliance correlated with statistically significant improvements in mean values of all clinical parameters, whereas non-compliant patients presented with no changes (Related samples Friedman’s Two-Way Analysis). Patient-centered outcomes revealed positive feedback, with 84% of the patients willing to recommend the device and minor adverse effects.

CONCLUSION: In smokers with advanced periodontitis, adjunctive home use of dual-light aPDT did not result in statistically significant improvements over NSPT alone in clinical parameters such as BoP, PD, or CAL. Future placebo-controlled, long-term clinical trials are warranted to further assess its potential role in supportive periodontal care.

CLINICAL RELEVANCE: Within the limitations of this study, dual-light aPDT cannot be recommended as a superior adjunct to conventional treatment.

TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT05962801.

PMID:41196397 | DOI:10.1007/s00784-025-06600-1

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Nevin Manimala Statistics

Cohort fertility differences between men and women in a developed population: Evidence from Spain

Popul Stud (Camb). 2025 Nov 6:1-18. doi: 10.1080/00324728.2025.2573930. Online ahead of print.

ABSTRACT

Despite its significance, men’s fertility has been largely overlooked in demographic research. This study seeks to address this gap by conducting a systematic comparative analysis of men’s and women’s fertility using data from the Spanish ECEPOV-2021 survey, a large-scale data set (N = 424,493) from the Spanish national statistical office. Findings indicate that women generally exhibit slightly higher completed cohort fertility rates than men, with exceptions among remarried, college-educated, and immigrant men, who show higher fertility than their female counterparts. Childlessness emerges as a key factor underlying fertility differentials between the sexes, accounting for nearly half of the observed difference. After using matching techniques to control for compositional differences, the study concludes that adjusting for demographic and socio-economic factors significantly reduces, although does not entirely eliminate, the fertility differential. Residual differences may stem from measurement errors, selection biases, or unmeasured variables.

PMID:41195596 | DOI:10.1080/00324728.2025.2573930

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Silicone-based fluid gel versus white paraffin ointment in the treatment of post-fractional ablative CO2 laser wound: an intra-individual split-face comparative study

J Dermatolog Treat. 2025 Dec;36(1):2583235. doi: 10.1080/09546634.2025.2583235. Epub 2025 Nov 6.

ABSTRACT

BACKGROUND: Optimizing acute wound care after resurfacing lasers is essential for healing, downtime, and cosmetic outcomes. Demand for effective topicals has led to use of various products.

OBJECTIVE: This study compares the efficacy of silicone-based fluid gel versus white paraffin ointment in managing acute post-resurfacing laser wounds.

METHODS: In this intra-individual, split-face study, 15 patients treated for acne scars applied silicone gel to one facial half and white paraffin to the other. Two blinded dermatologists assessed acute reactions using the VISIA Complexion Analysis system. Patient satisfaction was measured with two tools.

RESULTS: The silicone-treated side showed greater erythema, pruritus, scaling, and crusting than the paraffin side, though differences were not statistically significant. VISIA demonstrated significantly worse redness, higher porphyrin levels, and greater textural change on the silicone side (p = 0.04), suggesting increased susceptibility to acneiform eruptions. Patient-reported outcomes and physician global assessments revealed no significant difference in overall aesthetic results between sides.

CONCLUSION: White paraffin ointment provided comparable or superior management of acute post-resurfacing wounds. Silicone-based gel may elevate porphyrins and potentially predispose to acneiform eruptions, warranting further study.

PMID:41195573 | DOI:10.1080/09546634.2025.2583235

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Nevin Manimala Statistics

Identification of Most Stably Expressed Internal Control Genes for Normalization of Target Gene Expression in Buffalo Skin Tissue

Environ Mol Mutagen. 2025 Nov 6. doi: 10.1002/em.70038. Online ahead of print.

ABSTRACT

Water buffalo (Bubalus bubalis) skin exhibits unique morphological and physiological adaptations compared to other domestic bovines to enhance thermoregulation facilitated by abundant dermal melanin. Melanin synthesis and distribution, governed by the melanogenesis pathway and associated genes underpin coat color phenotypes and determine thermotolerance. The molecular mechanisms regulating pigmentation in buffalo skin remain underexplored as well as the reliable internal control genes (ICGs) for qPCR normalization. This study addresses the critical gap by systematically evaluating a panel of nine candidate reference genes for their expression stability in skin tissues from contrastingly pigmented buffaloes, jet-black Murrah and Nili Ravi (CC1) versus extensively white-spotted Nili Ravi (CC2). From the application of comprehensive statistical algorithms (deltaCq, NormFinder, geNorm, BestKeeper), the combination of GAPDH, EEF1A1, and RPS23 emerged as the most stable reference gene set for normalization. Validation using key melanogenesis genes (KIT and TYR) confirmed that normalization with this trio yields consistent and biologically relevant expression profiles, with KIT robustly downregulated in white versus black skin. The recommended reference gene combination ensures robust normalization in gene expression profiling of melanogenesis-related genes in buffalo skin tissue.

PMID:41195572 | DOI:10.1002/em.70038

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Nevin Manimala Statistics

Respiratory health outcomes of children and adolescents exposed to wildfire smoke: a systematic review

Int J Environ Health Res. 2025 Nov 6:1-15. doi: 10.1080/09603123.2025.2579084. Online ahead of print.

ABSTRACT

Wildfire events are increasing in frequency and intensity globally, partly due to climate change. This emerging public health crisis will disproportionately impact vulnerable populations such as children. Epidemiological studies link wildfire smoke, especially fine particulate matter (PM2.5 and PM10), with adverse respiratory outcomes; yet few focus specifically on pediatric populations. This systematic review examines wildfire smoke impacts respiratory health in youth populations by analyzing studies identified through a comprehensive literature search in PubMed and Web of Science through 30 September 2024. Of 120 publications identified, five met the inclusion criteria: three retrospective cohorts, one cross-sectional, and one case-crossover study. Studies were conducted in the U.S. and Canada, using various exposure assessment methods including stationary monitors, satellite imagery, and surveys. Not all studies reported compatible effect measures, vote counting based on the direction of effect, and statistical significance was applied. All studies reported increases in respiratory symptoms, hospital visits, and medication use on days with significant wildfire smoke exposure. Differences in exposure measurement methods, health outcome definitions, and age stratifications limited cross-study comparability. Despite limitations, the review found consistent evidence linking wildfire smoke exposure to worsened respiratory health in children. Further research using standardized exposure assessments and age-specific analyses is needed.

PMID:41195550 | DOI:10.1080/09603123.2025.2579084

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Poor Mental Health Days and Depression by Farming Occupation and Sociodemographic Factors: BRFSS 2019 Data from 13 States

J Agromedicine. 2025 Nov 6:1-12. doi: 10.1080/1059924X.2025.2582655. Online ahead of print.

ABSTRACT

BACKGROUND: Farmers are disproportionately affected by suicide, which is frequently preceded by signs of poor mental health. Findings on mental health outcomes among individuals in farming occupations are mixed. This analysis of a major national dataset sought to identify the sociodemographic factors related to poor mental health days and lifetime depression diagnosis among U.S. farming-related occupations versus the general population of people employed in non-farming occupations.

METHODS: Data were from 13 states providing industry and occupational data from the Behavioral Risk Factor Surveillance Survey (BRFSS) 2019 survey. Bivariate statistics and logistic regression investigated correlates (sex, race/ethnicity, marital status, education level, and age) associated with poor mental health days in the last 30 days (14 or more days vs. 13 or fewer days) and with a depression diagnosis among farmers versus non-farmers.

RESULTS: The analysis included 55,253 individuals, with 2,773 individuals in farming occupations. In unadjusted models, people in farming occupations were significantly more likely than those in non-farming occupations to be older, White, with lower educational attainment, and a lower prevalence of poor mental health days or depression. In adjusted models, farming and non-farming occupations had no significant difference in the odds of having poor mental health days or a depression diagnosis.

CONCLUSIONS: Sociodemographic differences between farming and non-farming occupations echoed previous findings. Being in a farming occupation was not associated with odds of poor mental health days or a depressive disorder diagnosis compared to non-farming occupations, which supports other findings from national datasets. These findings, along with statistics showing a higher rate of suicide among farmers and farmworkers, suggest that additional research is needed about factors related to farm-related occupational wellness and distress.

PMID:41195547 | DOI:10.1080/1059924X.2025.2582655

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Biomechanical Testing of 3D-Printed Implants for the Fixation of OTA Type B Ankle Fractures

Foot Ankle Int. 2025 Nov 6:10711007251381785. doi: 10.1177/10711007251381785. Online ahead of print.

ABSTRACT

BACKGROUND: 3D printing is a cost-effective manufacturing approach that offers several advantages for health care delivery, including rapid prototyping, precise customization to patient anatomy and user specifications, and the capability to produce implants directly at the point of care. The purpose of this study was to test whether 3D-printed carbon fiber-reinforced polyetheretherketone (CF-PEEK) one-third tubular plates are statistically equivalent, within prespecified margins, to stainless steel plates in simulated early weightbearing and torsion.

METHODS: Carbon fiber-reinforced polyetheretherketone one-third tubular plates were designed and printed using Fused Deposition Modeling printers by study authors. These were compared to traditionally manufactured plates using 4-point bend tests. A cadaveric biomechanical comparison between fractures stabilized using 3D-printed plates and traditional manufactured plates was performed. Matched-pairs specimens underwent axial cyclic loading and torsional load to failure.

RESULTS: Ten matched paired specimens underwent mechanical testing. All specimens survived 100 000 cycles loaded to 875 N. Torque at failure did not significantly differ between groups (P = .14). During torsional load to failure, all 10 specimens (100%) with the traditional plate failed because of screw pullout. Five specimens (50%) with the 3D plate failed because of screw pullout and 5 (50%) failed because of plate fracture. Fifteen plates (five 3D, five 3D post autoclave, 5 traditional) underwent 4-point bending test. Stiffness was significantly lower in the 3D plates (P < .0001). The coefficient of variation was 0.06 for the 3D-printed plates and 0.01 for the traditional manufactured plates, demonstrating high consistency within groups.

CONCLUSION: In conclusion, this cadaveric study found that nonsterilized CF-PEEK plates demonstrated statistically equivalent displacement and torque at failure to stainless steel plates. However, they exhibited reduced stiffness and a higher incidence of plate fracture. Additionally, autoclave sterilization had a significant impact on the mechanical properties of the CF-PEEK plates. These findings underscore the need for additional biomechanical and clinical studies to assess the performance of 3D-printed implants and to refine sterilization protocols.

CLINICAL RELEVANCE: These results suggest that constructs using 3D-printed CF-PEEK plates can perform statistically equivalently (within prespecified margins) to stainless steel constructs in simulated early weightbearing and torsion, despite different material properties. The impact of sterilization, however, must be considered, and alternatives to autoclaving are recommended.

PMID:41195515 | DOI:10.1177/10711007251381785