paper-with-me

Papers

Higher serum 25(OH)D concentration is associated with lower risk of metabolic syndrome among Aboriginal and Torres Strait Islander peoples in Australia

2025-01-02 · Belinda Neo, Dale Tilbrook, Noel Nannup, John Jacky, Carol Michie, Cindy Prior, Eleanor Dunlop, Brad Farrant, Won Sun Chen, Carrington C. J. Shepherd, Lucinda J. Black, .

Although previous observational studies have shown associations between serum 25-hydroxyvitamin D (25(OH)D) concentration and metabolic syndrome, this association has not yet been investigated among Aboriginal and Torres Strait Islander peoples. We aimed to investigate the association between serum 25(OH)D concentration and metabolic syndrome and its risk factors in this population group. We used cross-sectional data from the 2012-2013 Australian Aboriginal and Torres Strait Islander Health Survey. Metabolic syndrome is defined as having 3 or more risk factors: elevated waist circumference, elevated triglycerides, low high-density lipoprotein (HDL) cholesterol, elevated blood pressure, or elevated fasting blood glucose. We used binomial logistic regression to test associations between serum 25(OH)D concentration and metabolic syndrome, and multiple linear regression to test associations between serum 25(OH)D concentration and each risk factor. We included the following covariates: age, sex, smoking status, education level, socio-economic status, remoteness of location, season, and body mass index (BMI). After adjusting for covariates, we found that each 10 nmol/L increase in serum 25(OH)D concentration was statistically significantly associated with a 16% lower risk of metabolic syndrome (odds ratio: 0.84, 95% confidence interval: 0.76, 0.92) and a 2.1 cm (95% confidence interval: 1.65, 2.57) lower waist circumference (BMI was not included in the model for waist circumference). We found small inverse associations between serum 25(OH)D concentration and all other risk factors except systolic blood pressure. Given that higher serum 25(OH)D concentration may confer metabolic health benefits, promoting vitamin D sufficiency may be beneficial for this population.

📄 PDF Abstract BibTeX arXiv:2501.01043

Code (0)

등록된 구현이 없습니다.

Methods 이 논문이 사용한 방법론

Linear Regression Linear Regression is a method for modelling a relationship between a dependent variable and independent variables. These models can be fit with numerous approaches. The most…
Logistic Regression Logistic Regression, despite its name, is a linear model for classification rather than regression. Logistic regression is also known in the literature as logit regression,…

Similar Papers 제목 키워드 기반

Decreased serum vitamin D level as a prognostic marker in patients with COVID-19

2022-12-25 · Ruyi Qu, Qiuji Yang, Yingying Bi, Jiajing Cheng 외

Background: The corona virus disease 2019 (COVID-19) pandemic, which is caused by severe acute respiratory syndrome coronavirus 2, is still localized outbreak and has resulted in a high rate of infection and severe disea…

Prognosis

Non-asymptotic estimates of the minimal risk in statistical learning

2026-06-22 · Liming Wu, Sen Yang arxiv

In this paper we prove some concentration inequalities for two types of error probabilities in the Empirical Risk Principle (ERP) in statistical learning, which provide a lower bound and an upper bound for the minimal ri…

Machine Learning Models for Predicting Smoking-Related Health Decline and Disease Risk

2025-11-18 · Vaskar Chakma, MD Jaheid Hasan Nerab, Abdur Rouf, Abu Sayed 외 arxiv

Smoking continues to be a major preventable cause of death worldwide, affecting millions through damage to the heart, metabolism, liver, and kidneys. However, current medical screening methods often miss the early warnin…

Kidney Function

Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration

2023-09-03 · ICCV 2023 1 · Haoyu Cao, Changcun Bao, Chaohu Liu, Huang Chen 외

We propose a novel end-to-end document understanding model called SeRum (SElective Region Understanding Model) for extracting meaningful information from document images, including document analysis, retrieval, and offic…

Decoderdocument understandingRetrievalText Spotting

Serotonin as a Creativity Pump

2024-06-19 · Tariq Khan

The location of Western Civilization defined nations in Europe and in the United States within the largest global pollen environments on the planet is proposed as a key factor leading to their success. Environments with …