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Nevin Manimala Statistics

Impacts of long-term land use and land cover change on land suitability potential in three sub-catchments of the Lake Tana Basin, Ethiopia

Environ Monit Assess. 2025 Dec 17;198(1):50. doi: 10.1007/s10661-025-14806-9.

ABSTRACT

Population growth and agricultural expansion cause major changes in land use and land cover (LULC) in Ethiopia. Cultivated lands are mostly expanding without land suitability evaluation. Consequently, crop yields are not increasing as expected. This is particularly the case in the highland catchments draining toward Lake Tana, where severe consequences such as deforestation and the degradation of soil and land can be observed. In this study, the impacts of long-term LULC dynamics on the land suitability potential for selected major crops in three sub-catchments of Lake Tana, Ethiopia (Gilgelabay, Gumara and Ribb), were evaluated. Time series of Landsat images from three periods (1988, 1998, and 2017) were classified. Land suitability was analyzed via a multi criteria approach based on spatial input data such as elevation, soil, and slope maps. The overall accuracy for all LULC classifications was good to very good (89.7% to 91.6%). Five major LULC classes were distinguished: agriculture, forest, shrub/bushland, grassland, and water. In all three catchments, the results revealed that agricultural land was the dominant land cover that expanded at the expense of the other land cover types to 80%-90% in all catchments in 2017. The rate of change in agricultural land in the Gilgelabay catchment (4041.3 ha/yr) was greater than that in the Gumara (1374.5 ha/yr) and Ribb (1362.3 ha/yr) catchments. This is possibly due to the availability of other LULC classes. The natural vegetation of Gilgelabay, Gumara, and Ribb has decreased by 16.0%, 10.5%, and 1.1%, respectively, over the past three decades. However, the present LULC change trends are unsustainable, and any remaining natural vegetation should be maintained. The results from the land suitability analysis revealed that the land suitability for teff, corn, and rice is likely to change with climate change in the future. To ensure sustainable land use management, modifying land use on the basis of land suitability should be preferred over traditional practices to improve crop production. This can be achieved in close collaboration with all stakeholders, including local communities, the government, and NGOs.

PMID:41405730 | DOI:10.1007/s10661-025-14806-9

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Nevin Manimala Statistics

Detecting Inconsistencies and Fraud in Research Data: Time for Authors to Share the Data Underlying Their Summary Statistics as a Matter of Course

Anesth Analg. 2025 Dec 16. doi: 10.1213/ANE.0000000000007889. Online ahead of print.

NO ABSTRACT

PMID:41405726 | DOI:10.1213/ANE.0000000000007889

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Nevin Manimala Statistics

Association of Perioperative Dexamethasone With Postoperative Complications After Primary Total Joint Arthroplasty: An Instrumental Variable Analysis

Anesth Analg. 2025 Dec 16. doi: 10.1213/ANE.0000000000007856. Online ahead of print.

ABSTRACT

BACKGROUND: Retrospective studies suggest that dexamethasone may provide benefits that extend beyond its antiemetic properties, including a reduction in postoperative complications. However, results from randomized controlled trials have not consistently shown there to be a reduction in composite major adverse events. This discrepancy may be due to confounding factors, measurement error, or simultaneity bias among retrospective investigations. This study used instrumental variable analysis (IVA) to help address potential sources of bias and better estimate treatment effects in patients undergoing total joint arthroplasty (TJA).

METHODS: Patients who underwent primary elective TJA between 2016 and 2021 were identified using diagnosis and procedural codes. Bivariate regression, multivariable regression, and IVA were conducted. The primary end point was a 90-day composite (any versus none) of major postoperative medical complications. Secondary outcomes were infection, readmission, and death. Two distinct instruments-the frequency of dexamethasone use by surgeon and by hospital-were used to evaluate the robustness of our IVA. Patient demographics, hospital factors, and comorbidities were reported using descriptive statistics. Instrumental variable covariates were selected using the least absolute shrinkage and selection operator with 3 regularization parameter strategies.

RESULTS: 1525,844 TJAs performed between 2015 and 2021 were identified (976,996 knees [total knee arthroplasty {TKA}]; 548,848 hips [total hip arthroplasty {THA}]). Major postoperative medical complications were observed in 31,299 (3.43%) dexamethasone-exposed patients compared to 31,266 (4.87%) unexposed patients. Surgeon-based IVA yielded results comparable to the multivariable and bivariate analysis (local average treatment effect [LATE]: TKA: -1.20% [95% confidence interval [CI], -1.33% to -1.08%]; THA: -1.14% [95% CI, -1.30% to -0.99%]). Hospital-based IVA produced similar findings (LATE: TKA: -1.23% [95% CI, -1.38% to -1.09%]; THA: -1.18% [95% CI, -1.35% to -1.00%]). Both instruments demonstrated high F-statistics and significant Hausman tests. Secondary outcomes mirrored these results, except for mortality, which did not meet endogeneity criteria across analyses.

CONCLUSIONS: The findings of this study support that dexamethasone exposure is associated with a reduction in composite major postoperative complications after TJA. The observed moderate treatment effect, in conjunction with a low baseline incidence of adverse events, may explain the inconsistent outcomes reported in previous randomized trials. Future prospective studies should incorporate composite end points and target high-risk patient populations or procedural subgroups.

PMID:41405712 | DOI:10.1213/ANE.0000000000007856

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Nevin Manimala Statistics

Insights into dietary supplements as popular product supporting the diet

Naunyn Schmiedebergs Arch Pharmacol. 2025 Dec 17. doi: 10.1007/s00210-025-04889-z. Online ahead of print.

ABSTRACT

Changing lifestyles and the rising incidence of lifestyle diseases are causing people to increasingly turn to dietary supplements, often perceived as therapeutic measures aimed at maintaining or improving health. Although supplements cannot be marketed for the treatment or prevention of disease, many people assume they will improve health, alleviate the course of illness, or, for example, delay the aging process. Unfortunately, this is not true. Furthermore, people around the world often choose to treat illnesses with supplements instead of consulting with specialists and undergoing appropriate treatment. Information on supplement safety and some common interactions with drugs and food was gathered based on an analysis of numerous websites, databases, and publications. This analysis presents statistical data, current legal regulations, the advantages and disadvantages of supplementation, and highlights the importance of supplement control. It turns out that manufacturers are generally exempt from conducting costly and lengthy clinical trials by classifying their products as dietary supplements. This misinformation prevents consumers from making informed decisions about their use. Educating the public about the safety, benefits, and risks of dietary supplements is crucial. These topics should serve as a starting point for a broader discussion about the need for quality control and access to safe dietary supplements. Raising public awareness of healthcare in its broadest sense is crucial.

PMID:41405711 | DOI:10.1007/s00210-025-04889-z

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Nevin Manimala Statistics

Postmastectomy radiotherapy for early-stage breast cancer: can imaging bring us closer to personalized care?

Eur Radiol. 2025 Dec 17. doi: 10.1007/s00330-025-12201-z. Online ahead of print.

NO ABSTRACT

PMID:41405694 | DOI:10.1007/s00330-025-12201-z

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Nevin Manimala Statistics

Deep learning-based assessment of paraspinal muscle degeneration and its relationships to muscle function and disability outcomes in chronic low back pain: a prospective study

Eur Radiol. 2025 Dec 17. doi: 10.1007/s00330-025-12171-2. Online ahead of print.

ABSTRACT

OBJECTIVES: To investigate deep-learning (DL) model accuracy in quantifying multifidus (MF) and erector spinae (ES) fat fraction (FF) compared to Dixon MRI, and to explore the indirect effect of muscle function between muscle degeneration and disability outcomes in chronic low back pain (CLBP).

MATERIALS AND METHODS: 96 CLBP and 86 healthy participants underwent 3 T MRI, muscle function assessment, Oswestry Disability Index (ODI), Roland-Morris Disability Questionnaire (RMDQ), and Short Form 36-Health Survey (SF-36). A DL-Otsu thresholding model quantified muscle FF and functional muscle volume from 3D T2_WI images, validated against Dixon-FF. Lin’s concordance correlation coefficient (CCC), Bland-Altman, and Passing-Bablok analyses assessed the concordance between Otsu-FF and Dixon-FF. Partial correlations and mediation analysis examined associations among muscle degeneration, muscle function, and disability outcomes.

RESULTS: Otsu-FF showed agreement with Dixon-FF (MF: CCC = 0.96, 95% CI: 0.95, 0.97; ES: CCC = 0.95, 95% CI: 0.94, 0.96; bias: MF = 0.009; ES = 0.021). Partial correlations revealed MF and ES FF correlated with disability scores (ODI/RMDQ: r = 0.25 to 0.49; SF-36: r = -0.42, -0.28, p < 0.01). Muscle endurance negatively correlated with ODI (r = -0.57, 95% CI: -0.65, -0.45) and RMDQ (r = -0.49, 95% CI: -0.61, -0.35), positively with SF-36 (r = 0.51, 95% CI: 0.38, 0.63) (p < 0.01). Muscle endurance showed indirect effects on associations between muscle FF and disability outcomes (mediation proportion: 27.12% to 100%).

CONCLUSION: DL method accurately quantified muscle FF, closely matching Dixon results. Muscle FF correlated with disability outcomes in CLBP, with muscle endurance demonstrating a statistically indirect association within this relationship.

KEY POINTS: Question What are the associations between the deep learning-derived paraspinal muscle degeneration index, muscle function, and lumbar disability outcomes among patients with chronic low back pain? Findings In chronic low back pain, deep learning-quantified higher fat fraction of paraspinal muscles correlated with worse lumbar disability outcomes, with muscle endurance demonstrating an indirect effect in this association. Clinical relevance Incorporating the fat fraction of multifidus and erector spinae muscles and muscle endurance assessment is helpful for targeting rehabilitation training in chronic low back pain, improving disability outcomes.

PMID:41405693 | DOI:10.1007/s00330-025-12171-2

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Nevin Manimala Statistics

Immune Imbalance and Dynamic Characteristics of T Helper 17, Regulatory T, and Regulatory B Cells in Children With Persistent Immune Thrombocytopenia

Pediatr Blood Cancer. 2025 Dec 17:e70067. doi: 10.1002/1545-5017.70067. Online ahead of print.

ABSTRACT

OBJECTIVE: This study aimed to explore the dynamic alterations of T helper 17 (Th17) cells, regulatory T (Treg) cells and regulatory B (Breg) cells in children with persistent immune thrombocytopenia (ITP).

METHODS: A prospective cohort study was conducted involving 34 children with persistent ITP and 30 age- and sex-matched healthy controls. Peripheral blood samples were collected at baseline and 3 months post-treatment. T helper 17 and Treg cells were quantified as percentages of CD3⁺CD4⁺ T lymphocytes, and Breg cells as a percentage of CD19⁺ B lymphocytes using BD FACSDx Flex flow cytometry. All patients received standard first-line treatment with intravenous immunoglobulin and prednisone, and response was evaluated after 3 months.

RESULTS: At baseline, children diagnosed with ITP exhibited a pronounced imbalance in immune cell subsets compared with age- and sex-matched healthy controls. Specifically, Th17 cell levels and the Th17/Treg ratio were significantly elevated (7.81% ± 3.13% vs. 3.30% ± 1.51% and 1.23 ± 0.72 vs. 0.44 ± 0.23, respectively; both p < 0.001), indicating a proinflammatory immune profile. In contrast, the frequencies of immunosuppressive Treg and Breg cells were notably decreased (6.80% ± 1.75% vs. 8.03% ± 1.14%, p = 0.026; 3.10% ± 2.00% vs. 6.61% ± 1.69%, p < 0.001). After 3 months of standardised treatment, no statistically significant changes were observed in the levels of these immune cell subsets or the Th17/Treg ratio compared with pre-treatment values. Clinically, 73.5% achieved a complete response, 20.6% achieved a partial response, and 5.9% showed no response.

CONCLUSION: Both Th17/Treg cell imbalance and Breg cell deficiency contribute to the pathogenesis of persistent ITP in children. Concurrent monitoring of these immune subsets may aid in immunophenotyping, and their potential role as biomarkers for treatment outcomes warrants further investigation.

PMID:41404740 | DOI:10.1002/1545-5017.70067

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Nevin Manimala Statistics

Clinical Correlates of Anxiety and Depression After Diagnosis of a Pediatric Brain Tumor

Pediatr Blood Cancer. 2025 Dec 17:e70065. doi: 10.1002/1545-5017.70065. Online ahead of print.

ABSTRACT

BACKGROUND: The prevalence and clinical correlates of symptoms of anxiety and depression in pediatric patients with brain tumors are not well described. We aimed to identify clinical characteristics that are correlated with elevated symptoms of anxiety and depression following initial diagnosis.

PROCEDURE: Pediatric patients diagnosed with a brain tumor at Texas Children’s Hospital from 2012 to 2019 were enrolled. Using the parent-proxy report form of the BASC-2, patients were assessed for symptoms of anxiety and depression within 6 months of diagnosis. Correspondence analysis was applied to determine the correlation values (r) for anxiety and depression; r ≥ 0.71 was considered statistically significant as it explained at least 50% of the shared variance.

RESULTS: All patients (n = 149, mean age = 9 years [range 3-18], 56% male) underwent a tumor-directed surgery or biopsy. Overall, 24% (n = 35) of patients had elevated symptoms of anxiety, and 15% (n = 22) had elevated symptoms of depression. There was a strong correlation between elevated anxiety symptoms and surgical resection alone (r = 0.96), surgery plus chemotherapy (r = 0.86), and infratentorial tumors (r = 1.00). Elevated depression symptoms correlated with a diagnosis of low-grade glioma (r = 1.00), infratentorial tumors (r = 0.76), and low global intellectual functioning (r = 0.81).

CONCLUSIONS: Treatment type, tumor histology, tumor location, and global intellectual functioning are significantly associated with anxiety and depression symptoms in children with brain tumors close to the time of diagnosis. These findings may inform the provision of screening and supportive services to these high-risk groups.

PMID:41404737 | DOI:10.1002/1545-5017.70065

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Nevin Manimala Statistics

Gender Inequality in Nutritional Status among Indian Children: A Systematic Review and Meta-Analysis

Ecol Food Nutr. 2025 Dec 17:1-22. doi: 10.1080/03670244.2025.2602593. Online ahead of print.

ABSTRACT

In this systematic review and meta-analysis, we examined how gender inequality influences undernutrition among Indian children across varying social structures. Studies on rural and urban patrilineal and matrilineal communities reporting the prevalence of undernutrition in children were included, following PRISMA 2020 guidelines. We conducted three random-effects meta-analyses to estimate the relative risk (RR) of undernutrition, with boys as the control and girls as the intervention group. In total, 58 articles (73,910 children) were analyzed and classified into three categories, i.e., urban tribal and non-tribal (n = 11), rural non-tribal (n = 13), and rural tribal (n = 34). We found that gender disparity in undernutrition is locale- and population-specific, with girls from rural tribal communities experiencing a higher risk (RR 1.062) than their rural non-tribal and urban counterparts.

PMID:41404703 | DOI:10.1080/03670244.2025.2602593

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Nevin Manimala Statistics

Examining Stroke Symptom Messages Implemented Globally: A Need for Contextually Relevant Stroke Symptom Messaging

J Nurs Scholarsh. 2025 Dec 17:e70059. doi: 10.1111/jnu.70059. Online ahead of print.

ABSTRACT

BACKGROUND: Stroke is a global health concern. A timely response to a stroke can help reduce morbidity and mortality. However, barriers to timely response include poor recognition of stroke symptoms. Stroke symptom messages are designed to increase stroke recognition and encourage individuals to seek urgent medical assistance. The Face, Arm, Speech, Time (FAST) and Balance, Eyes, Face, Arm, Speech, Time (BE FAST) are commonly used stroke symptom messages shown to improve stroke symptom recognition and response. However, cultural factors and language differences may limit the effectiveness of stroke symptom messages and their acceptability in different countries and contexts. There has not been a comprehensive examination of the stroke symptom messages used worldwide and how these messages have been adapted in various settings.

AIMS: We explored what stroke response messages are being used globally, and the contextual factors that influence the adoption of a stroke response mnemonic in different settings.

METHODS: A 14-item survey was disseminated by the World Stroke Organization to its networks. The survey contained open- and closed-ended questions and allowed uploading relevant stroke symptom campaign materials. The survey was analyzed using descriptive statistics and a content analysis.

RESULTS: All except one survey respondent used a stroke symptom message. Fifteen respondents (27%) reported they did not translate their stroke awareness messaging. Of these 15 respondents, they used the English versions of FAST (n = 8), BE FAST (n = 4), and both FAST and BE FAST (n = 3). Forty respondents (71%) reported that they/their organization used an acronym to raise public awareness of the signs/symptoms of stroke that was different from FAST or BE FAST (English), many of which were direct or indirect translations or influenced by FAST and BE FAST. Survey responses shared insights and recommendations related to the content, tailoring and dissemination of stroke symptom messages.

CONCLUSIONS: Study findings highlight the global use of stroke symptom messages and their contextual adaptations to fit diverse settings and contexts. The challenges in applying universal or commonly used stroke symptom messages to different contexts were highlighted.

CLINICAL RELEVANCE: Nurses could have a key role in raising awareness of stroke symptoms and the development of locally adapted stroke symptom messages.

PMID:41404701 | DOI:10.1111/jnu.70059