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Nevin Manimala Statistics

First report of the deer ked, Lipoptena cervi, and associated pathogens in southern Québec, Canada

J Med Entomol. 2025 Feb 21:tjaf017. doi: 10.1093/jme/tjaf017. Online ahead of print.

ABSTRACT

Deer keds (Lipoptena cervi), an introduced European species, are expanding their geographic range in North America. We document their first recorded presence in Québec, Canada, map their distribution, and highlight the detection of pathogens of potential public health relevance. In the Estrie region of southern Québec, 47 deer keds (L. cervi) were collected from 14 (5.5%) of 254 harvested white-tailed deer (Odocoileus virginianus). Borrelia spp. and Anaplasma phagocytophilum were detected in the body of 1/44 and 8/44 L. cervi specimens, respectively. A statistically significant spatial cluster of white-tailed deer infested by L. cervi was found in southern Estrie using the Bernoulli-based spatial scan statistic.

PMID:39982702 | DOI:10.1093/jme/tjaf017

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Nevin Manimala Statistics

Association of genetic liability to allergic diseases with overall and early-onset colorectal cancer risk: a Mendelian randomization study

Cancer Epidemiol Biomarkers Prev. 2025 Feb 21. doi: 10.1158/1055-9965.EPI-24-0970. Online ahead of print.

ABSTRACT

BACKGROUND: Tumor immunosurveillance theory supports that allergic conditions could decrease cancer risk. However, observational evidence yielded inconsistent results for the association between allergic diseases and colorectal cancer risk. We used Mendelian randomization (MR) to examine potential causal associations of allergies with risk of overall and early-onset colorectal cancer.

METHODS: Genome-wide association study summary statistic data were used to identify genetic variants associated with allergic diseases (Nvariants=65) and individual allergic conditions (asthma, hay fever/allergic rhinitis, eczema). Using two-sample MR, we examined these variants in relation to incident overall (Ncases=52,775 cases) and early-onset colorectal cancer (Ncases=6,176). The mediating role of white blood cells was examined using multivariable MR.

RESULTS: In inverse-variance weighted models, genetic liability to allergic diseases was inversely associated with overall (ORper log(odds)= 0.90 [95% CI= 0.85-0.96]; P< 0.01) and early-onset colorectal cancer (OR= 0.83 [95% CI= 0.73-0.95]; P= 0.01). Similar inverse associations were found for hay fever/allergic rhinitis or eczema, while no evidence of association was found between liability to asthma-related phenotypes and colorectal cancer risk. Multivariable MR adjustment for eosinophils weakened the inverse associations for liability to allergic diseases for overall (OR= 0.96 [95% CI= 0.89-1.03]; P= 0.26) and early-onset colorectal cancer (OR= 0.86 [95% CI= 0.73-1.01]; P= 0.06).

CONCLUSIONS: Our study supports a potential causal association between liability to allergic diseases, specifically hay fever/allergic rhinitis or eczema, and colorectal cancer, possibly at least in part mediated via eosinophil counts.

IMPACT: Our results provide evidence that allergic responses may also have a role in immunosurveillance against colorectal cancer.

PMID:39982694 | DOI:10.1158/1055-9965.EPI-24-0970

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Nevin Manimala Statistics

scRDiT: Generating Single-cell RNA-seq Data by Diffusion Transformers and Accelerating Sampling

Interdiscip Sci. 2025 Feb 21. doi: 10.1007/s12539-025-00688-5. Online ahead of print.

ABSTRACT

Single-cell RNA sequencing (scRNA-seq) is a groundbreaking technology extensively utilized in biological research, facilitating the examination of gene expression at the individual cell level within a given tissue sample. While numerous tools have been developed for scRNA-seq data analysis, the challenge persists in capturing the distinct features of such data and replicating virtual datasets that share analogous statistical properties. Our study introduces a generative approach termed scRNA-seq Diffusion Transformer (scRDiT). This method generates virtual scRNA-seq data by leveraging a real dataset. The method is a neural network constructed based on Denoising Diffusion Probabilistic Models (DDPMs) and Diffusion Transformers (DiTs). This involves subjecting Gaussian noises to the real dataset through iterative noise-adding steps and ultimately restoring the noises to form scRNA-seq samples. This scheme allows us to learn data features from actual scRNA-seq samples during model training. Our experiments, conducted on two distinct scRNA-seq datasets, demonstrate superior performance. Additionally, the model sampling process is expedited by incorporating Denoising Diffusion Implicit Models (DDIMs). scRDiT presents a unified methodology empowering users to train neural network models with their unique scRNA-seq datasets, enabling the generation of numerous high-quality scRNA-seq samples.

PMID:39982678 | DOI:10.1007/s12539-025-00688-5

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Nevin Manimala Statistics

Population norms for the EQ-5D-5L for Hungary: comparison of online surveys and computer assisted personal interviews

Eur J Health Econ. 2025 Feb 21. doi: 10.1007/s10198-024-01755-2. Online ahead of print.

ABSTRACT

BACKGROUND AND OBJECTIVES: The aims of this study were to provide population norms for EQ-5D-5L in Hungary and investigate the differences in EQ-5D-5L normative data by survey mode, i.e. online surveys and computer assisted personal interviews (CAPI).

METHODS: A pooled database was built comprising six online (N = 7,034) and two CAPI (N = 3,020) population-based studies with the EQ-5D-5L. Descriptive statistics were performed. Multinominal logistic and linear regression analyses were applied to compare the online and CAPI samples. Traditional and machine learning regression tools were used to investigate the determinants of EQ-5D-5L index values.

RESULTS: ‘No problems’ in any of the five EQ-5D-5L domains were reported by 33.9% (online) and 58.9% (CAPI) of the participants. Most problems were reported on the pain/discomfort domain in both study types (51.9% and 33.6%, respectively). Men and more educated respondents had significantly higher average EQ-5D-5L index values. EQ-5D-5L index values and EQ VAS scores were significantly higher in the CAPI sample, except in age groups 65-74 (no difference) and 75+ (online scores were significantly higher). Only 7-10% of variance in the EQ-5D-5L index values was explained by the variables survey mode, education, sex and age, with age having the largest and sex the smallest effect.

CONCLUSIONS: EQ-5D-5L population norms derived from online and CAPI studies may differ significantly from each other. It is recommended to consider the survey mode, sampling and sociodemographic characteristics of the participants when choosing population norms as reference set. Further comparative studies investigating EQ-5D-5L population norms by different study designs and administration modes are encouraged.

PMID:39982665 | DOI:10.1007/s10198-024-01755-2

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Nevin Manimala Statistics

The effect of combined oral contraceptive pills on angiogenesis in endometriotic lesions

Hormones (Athens). 2025 Feb 21. doi: 10.1007/s42000-025-00636-4. Online ahead of print.

ABSTRACT

PURPOSE: Neoangiogenesis is necessary for adhesion and invasion of endometriotic lesions. We hypothesize that by blocking angiogenetic pathways we can suppress endometriosis. Oral contraceptive pills (OCs) are routinely used in endometriosis to suppress symptoms of the disease. In the current study, we attempt to evaluate the effects of OCs on various angiogenetic factors in women with endometriosis.

METHODS: Sixty women with endometriosis were randomly divided into two groups. Group A consisted of 30 women who received OCs in a cyclical manner for 3 months before surgery and group B of 30 women who did not. Biopsy specimens of ovarian endometrioma were collected. We used qRT-PCR to study the mRNA expression levels of VEGF, TF, PAR-2, SP1, and FGF1.

RESULTS: The levels of mRNA of all angiogenic factors were found to be elevated in women who received OCs compared with women who did not. This difference was statistically significant for VEGF, TF, FGF1, SP1 (p < 0.001), and PAR-2 (p = 0.046).

CONCLUSION: OC administration does not inhibit neoangiogenesis in endometriotic lesions; on the contrary, angiogenetic pathways might be upregulated.

PMID:39982662 | DOI:10.1007/s42000-025-00636-4

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Nevin Manimala Statistics

King aorta: Narrative anatomy education

Anat Sci Educ. 2025 Feb 21. doi: 10.1002/ase.70003. Online ahead of print.

ABSTRACT

The aim of this study was to investigate the effects of narrative anatomy education and traditional anatomy education on academic achievement. The study included 64 students who were randomly divided into two groups. The two groups were (n = 32) control (Group 1) and (n = 32) experimental (Group 2). The pretest scores of the two groups were 36.40 ± 12.58 and 35.46 ± 9.18, respectively, and the difference between them was not significant. On this basis, the groups were randomly divided into experimental and control groups. The control group received traditional anatomy instruction, while the experimental group received narrative anatomy instruction in addition to traditional instruction. The posttest scores of the control group were 43.12 ± 10.37, while those of the experimental group were 57.03 ± 14.01, and there was a statistically significant difference (p < 0.001). It is predicted that providing narrative anatomy education in addition to traditional anatomy education will have a positive effect on academic success. The qualitative findings of the study revealed several key findings. Participants in the experimental group reported that narrative education facilitated a deeper understanding and retention of anatomical concepts. They highlighted the use of metaphors and storytelling as helpful in making complex material more relatable and memorable. In addition, students expressed that the narrative approach increased their engagement and motivation, contributing to a more enjoyable learning experience. These qualitative findings highlight the potential of narrative education to complement traditional teaching methods and provide a more holistic and interactive learning experience.

PMID:39981659 | DOI:10.1002/ase.70003

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Nevin Manimala Statistics

Grading of Cartilage Damage in Degenerative Knee Osteoarthritis Based on Quantitative Parameters of the Infrapatellar Fat Pad: A Cross-Sectional Study

Cartilage. 2025 Feb 21:19476035251320747. doi: 10.1177/19476035251320747. Online ahead of print.

ABSTRACT

PURPOSE: The aim of this research was to investigate the relationship between quantitative texture parameters and degenerative cartilage damage in knee osteoarthritis (KOA) by conducting a full-volume texture analysis of infrapatellar fat pad (IFP). In addition, this study also explored if the quantitative texture parameter models outperform semi-quantitative model in cartilage damage classification tasks.

MATERIALS AND METHODS: This retrospective study involved 202 patients who were diagnosed with KOA using imaging and clinical examinations. Texture parameters of the IFP were extracted from sagittal FSE PDWI fat-suppressed sequence images, and least absolute shrinkage and selection operator regression was used for feature selection. Spearman correlation analysis was conducted to assess the relationship between semi-quantitative parameter (Hoffa-synovitis score), quantitative parameters, and cartilage damage. Five multi-classification logistic regression models were developed to predict cartilage damage grade by using Hoffa-synovitis score, texture parameters, and clinical characteristics as independent variables. Subsequently, the performance of these models was compared.

RESULTS: Eight texture features were screened out in this study. Correlation analysis showed that Hoffa synovitis score, texture parameters, and cartilage damage grade were significantly correlated (all P < 0.05). The strongest correlation was found between Hoffa-synovitis score and cartilage damage, demonstrating a moderate positive relationship (r = 0.62). In terms of texture features, the Correlation parameter exhibited a moderate positive correlation with cartilage damage (r = 0.49), while other texture parameters had a slight positive correlation degree of positive or negative correlation. In the task of classifying cartilage damage, the model’s macro-average area under the curve (AUC) only using the Hoffa-synovitis score was 0.73 (95% confidence interval (CI): 0.64, 0.83), while the model using only selected texture parameters achieved a macro-average AUC of 0.84 (95% CI: 0.68, 0.94). Furthermore, the model that combined texture parameters and clinical features also achieved a macro-average AUC of 0.84 (95% CI: 0.72, 0.94). By integrating the Hoffa-synovitis score, texture parameters, and clinical features, the model’s macro-average AUC experienced a slight improvement to 0.85 (95% CI: 0.74, 0.93). Notably, the model combining only Hoffa-synovitis score and texture parameters had the best classification performance, with a macro-average AUC of 0.88 (95% CI: 77, 0.97). The performance of the 4 models incorporating texture parameters outperformed that of the Hoffa-synovitis score alone (all P < 0.05), however with no significant statistical difference observed among the 4 models (all P > 0.05).

CONCLUSIONS: There existed a correlation between the texture parameters of the infrapatellar fat IFP and cartilage damage in KOA. The models using texture parameters demonstrated better performance in classifying cartilage damage compared to the models using only semi-quantitative parameter. Thus, we can infer that texture parameters had the potential to be valuable imaging biomarkers for evaluating cartilage damage.

PMID:39981646 | DOI:10.1177/19476035251320747

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Nevin Manimala Statistics

Paediatric healthcare in Manhiça district through a gender lens: a retrospective analysis of 17 years of morbidity and demographic surveillance data

J Glob Health. 2025 Feb 21;15:04010. doi: 10.7189/jogh.15.04010.

ABSTRACT

BACKGROUND: Sex and gender are important determinants of health. Gender-based health inequities in the paediatric population have been reported in various countries, but data remain limited. In Mozambique, research on this topic is very scarce. Here we aimed to explore whether boys and girls in Manhiça district, southern Mozambique, differ in access to and provision of healthcare.

METHODS: This retrospective analysis includes data on all paediatric (<15 years old) visits to six outpatient clinics and admissions to one hospital in Manhiça district from 2004 to 2020, collected through the morbidity surveillance system of the Manhiça Health and Demographic Surveillance System (HDSS). We compared characteristics and outcomes between boys and girls using descriptive statistics, standardised mean differences, and logistic regression. Post-discharge events were analysed using Cox proportional hazards regression and Fine-Gray competing risk regression. Minimum community-based incidence rates of outpatient clinic visits and hospitalisations were calculated using demographic surveillance data from the Manhiça HDSS and analysed with negative binomial regression.

RESULTS: Girls represented 49.2% (560 630 out of 1 139 962) of paediatric visits to outpatient clinics and 45.1% (18 625 out of 41 278) of hospitalisations. The girls-to-boys incidence rate ratio (IRR) for hospitalisations was 0.81 (95% confidence interval (CI) = 0.79-0.84). Both boys and girls experienced symptoms for a median duration of one day (interquartile range (IQR) = 1-2) before seeking care. Severe manifestations at presentation to an outpatient clinic or upon hospitalisation tended to be less frequent in girls (girls-to-boys odds ratios (ORs) = 0.71-1.11). Girls were less frequently referred or admitted to hospital after an outpatient clinic visit (OR = 0.82; 95% CI = 0.79-0.86 and OR = 0.85; 95% CI = 0.84-0.87, respectively). The hospital case fatality ratio was 4.1% in boys and 4.2% in girls. The median duration of hospitalisation was three days (IQR = 2-5) and did not differ between boys and girls. Revisits to outpatient clinics, hospital readmissions, and hospital post-discharge mortality were similar in both groups.

CONCLUSIONS: Girls had fewer referrals and admissions to hospital in Manhiça district, but they were also less likely to present with severe manifestations. Other studied indicators of healthcare access and provision were overall similar for boys and girls. Further research is needed to continue assessing potential gender biases and sex differences in paediatric healthcare in Mozambique.

PMID:39981643 | DOI:10.7189/jogh.15.04010

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Nevin Manimala Statistics

Impact of Ghana’s fee exemption policy on maternal health service utilisation: an inverse probability of treatment weighting analysis of pooled national data

J Glob Health. 2025 Feb 21;15:04058. doi: 10.7189/jogh.15.04058.

ABSTRACT

BACKGROUND: Fee exemption policies are key strategies for reducing the barriers to accessing maternal health services and improving maternal and child health outcomes. This study used pooled national data to determine the impact of Ghana’s user fee exemption policy on maternal health service utilisation since it was implemented in 2008.

METHODS: Using four rounds of cross-sectional data from national surveys on women with live births, we conducted an inverse probability of treatment weighting analysis to evaluate the causal effects of Ghana’s user fee exemption policy intervention on the timing of first antenatal care (ANC) visit, completion of four or more ANC visits and facility-based delivery as indicators of maternal health service utilisation.

RESULTS: The average treatment effect of the fee exemption policy was an increase of 8, 9, and 21% in the utilisation of timely first ANC visit, completion of the recommended number of ANC visits, and facility-based delivery, respectively. Wealth index categorisation showed a clear stepwise increase in the likelihood of facility-based delivery. Compared to the poorest group, the odds were 1.48 times higher for the poorer group adjusted odds ratio (aOR) = 1.48 (95% confidence interval (CI) = 1.33-1.66), 2.27 times higher for the middle group aOR = 2.27 (95% CI = 1.95-2.64), 3.84 times higher for the rich group aOR = 3.84 (95% CI = 3.13-4.69), and 5.96 times higher for the richest group aOR = 5.96 (95% CI = 4.43-8.02). Women who reside in the Upper East region were more likely to utilise maternal health services.

CONCLUSIONS: Ghana’s fee exemption policy positively impacts maternal health service utilisation among pregnant women. However, there still exist disparities across geographical regions and wealth indexes.

PMID:39981639 | DOI:10.7189/jogh.15.04058

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Nevin Manimala Statistics

A Practical Guide to Biostatistics Used in the Journal of Intensive Care Medicine

J Intensive Care Med. 2025 Feb 21:8850666251318692. doi: 10.1177/08850666251318692. Online ahead of print.

ABSTRACT

INTRODUCTION: Biostatistics is an increasing focus in both the United States Medical Licensing exams (USMLE) and medical school curricula. Nonetheless, literature has documented that it is poorly understood among both practicing physicians and physician trainees. Our purpose is to narrow this knowledge gap by offering readers a “how-to” guide that both supplements essential biostatistics knowledge and assists in constructing research projects.

METHODS: In Part II of our tandem manuscripts, we expand our Part I biostatistics analysis of research articles in the Journal of Intensive Care Medicine (JICM) with explanations and practical use of biostatistics, addressing the most common statistical terms and tests used in the JICM.

RESULTS: Understanding biostatistics requires interpreting the type of study, type of data collected, statistical tests available for all types of data, and results of the statistical tests.

CONCLUSION: Gaining proficiency in biostatistics will improve the precision of evidence-based medical outcomes, helping close the current knowledge gap among practicing physicians and trainees.

PMID:39981632 | DOI:10.1177/08850666251318692