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澳大利亚温度升高对肝癌的长期影响:贝叶斯空间分析。

Long-Term Effect of Temperature Increase on Liver Cancer in Australia: A Bayesian Spatial Analysis.

机构信息

Ecosystem Change and Population Health Research Group, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia.

National Centre for Epidemiology and Population Health, Australian National University, Canberra, Australian Capital Territory, Australia.

出版信息

Environ Health Perspect. 2024 Sep;132(9):97007. doi: 10.1289/EHP14574. Epub 2024 Sep 13.

Abstract

BACKGROUND

While some evidence has potentially linked climate change to carcinogenic factors, the long-term effect of climate change on liver cancer risk largely remains unclear.

OBJECTIVES

Our objective is to evaluate the long-term relationship between temperature increase and liver cancer incidence in Australia.

METHODS

We mapped the spatial distribution of liver cancer incidence from 2001 to 2019 in Australia. A Bayesian spatial conditional autoregressive (CAR) model was used to estimate the relationships between the increase in temperature at different lags and liver cancer incidence in Australia, after controlling for chronic hepatitis B prevalence, chronic hepatitis C prevalence, and the Index of Relative Socio-economic Disadvantage. Spatial random effects obtained from the Bayesian CAR model were also mapped.

RESULTS

The research showed that the distribution of liver cancer in Australia is spatially clustered, most areas in Northern Territory and Northern Queensland have higher incidence and relative risk. The increase in temperature at the lag of 30 years was found to correlate with the increase in liver cancer incidence in Australia, with a posterior mean of 30.57 [95% Bayesian credible interval (CrI): 0.17, 58.88] for the univariate model and 29.50 (95% CrI: 1.27, 58.95) after controlling for confounders, respectively. The results were not highly credible for other lags.

DISCUSSION

Our Bayesian spatial analysis suggested a potential relationship between temperature increase and liver cancer. To our knowledge, this research marks the first attempt to assess the long-term effect of global warming on liver cancer. If the relationship is confirmed by other studies, these findings may inform the development of prevention and mitigation strategies based on climate change projections. https://doi.org/10.1289/EHP14574.

摘要

背景

虽然有一些证据可能将气候变化与致癌因素联系起来,但气候变化对肝癌风险的长期影响在很大程度上仍不清楚。

目的

我们的目的是评估澳大利亚气温升高与肝癌发病率之间的长期关系。

方法

我们绘制了 2001 年至 2019 年澳大利亚肝癌发病率的空间分布。在控制慢性乙型肝炎患病率、慢性丙型肝炎患病率和相对社会经济劣势指数后,采用贝叶斯空间条件自回归(CAR)模型来估计不同时滞的温度升高与澳大利亚肝癌发病率之间的关系。还绘制了贝叶斯 CAR 模型获得的空间随机效应。

结果

研究表明,澳大利亚肝癌的分布具有空间聚集性,北领地和昆士兰州北部的大部分地区发病率和相对风险较高。研究发现,30 年时滞的温度升高与澳大利亚肝癌发病率的升高相关,单变量模型的后验均值为 30.57 [95%贝叶斯可信区间(CrI):0.17,58.88],在控制混杂因素后分别为 29.50(95% CrI:1.27,58.95)。其他时滞的结果不太可信。

讨论

我们的贝叶斯空间分析表明温度升高与肝癌之间可能存在关联。据我们所知,这项研究标志着首次评估全球变暖对肝癌的长期影响。如果其他研究证实了这种关系,这些发现可能为基于气候变化预测制定预防和缓解策略提供信息。https://doi.org/10.1289/EHP14574.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9777/11398296/87eb74621337/ehp14574_f1.jpg

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