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预测 2050 年卡塔尔 2 型糖尿病的负担:一种新的建模方法。

Forecasting the burden of type 2 diabetes mellitus in Qatar to 2050: A novel modeling approach.

机构信息

Infectious Disease Epidemiology Group, Weill Cornell Medicine - Qatar, Cornell University, Qatar Foundation - Education City, Doha, Qatar; Population Health Research Institute, St George's, University of London, London, UK.

Division of Public Health, University of Liverpool, Liverpool, UK.

出版信息

Diabetes Res Clin Pract. 2018 Mar;137:100-108. doi: 10.1016/j.diabres.2017.11.015. Epub 2017 Nov 22.

Abstract

AIMS

We developed and demonstrated a novel mathematical modeling approach to forecast the burden of type 2 diabetes mellitus (T2DM) and to investigate T2DM epidemiology for the purpose of informing public health policy and programming.

METHODS

A population-level compartmental mathematical model was constructed and applied to Qatar. The model was stratified according to sex, age group, risk factor status, and T2DM status, and was parameterized by nationally-representative data.

RESULTS

T2DM prevalence increased from 16.7% in 2012 to at least 24.0% by 2050. The rise in T2DM was most prominent among 45-54 years old. T2DM health expenditure was estimated to increase by 200-600% and to account for up to 32% of total health expenditure by 2050. Prevalence of obesity, smoking, and physical inactivity was predicted to increase from 41.4% to 51.0%, from 16.4% to 19.4%, and from 45.9% to 53.0%, respectively. The proportion of T2DM incidence attributed to obesity, smoking and physical inactivity was estimated at 57.5%, 1.8%, and 5.4%, respectively in 2012, and 65.7%, 2.1%, and 6.0%, respectively in 2050. Exploring different scenarios for the trends in risk factors, T2DM prevalence reached up to 37.7% by 2050.

CONCLUSIONS

Using our innovative approach, a rising T2DM epidemic is predicted to continue in the next decades, driven by population growth, ageing and adverse trends in risk factors. Obesity was the principal risk factor explaining two-thirds of T2DM incidence. T2DM must be a national priority addressed by preventive and therapeutic interventions targeting T2DM and its modifiable risk factors.

摘要

目的

我们开发并展示了一种新颖的数学建模方法,用于预测 2 型糖尿病(T2DM)的负担,并研究 T2DM 流行病学,以为公共卫生政策和规划提供信息。

方法

构建了一个基于人群的房室数学模型,并将其应用于卡塔尔。该模型根据性别、年龄组、危险因素状况和 T2DM 状况进行分层,并使用具有代表性的全国数据进行参数化。

结果

T2DM 的患病率从 2012 年的 16.7%上升到 2050 年的至少 24.0%。T2DM 的上升在 45-54 岁人群中最为明显。到 2050 年,T2DM 卫生支出预计将增加 200-600%,占总卫生支出的 32%。肥胖、吸烟和身体活动不足的患病率预计将从 41.4%增加到 51.0%,从 16.4%增加到 19.4%,从 45.9%增加到 53.0%。2012 年,肥胖、吸烟和身体活动不足导致的 T2DM 发病率比例分别估计为 57.5%、1.8%和 5.4%,而 2050 年分别估计为 65.7%、2.1%和 6.0%。探索不同的危险因素趋势情景,到 2050 年,T2DM 的患病率可能高达 37.7%。

结论

使用我们的创新方法,预计未来几十年 T2DM 流行将继续上升,这是由人口增长、老龄化和危险因素的不利趋势驱动的。肥胖是解释三分之二 T2DM 发病率的主要危险因素。T2DM 必须成为国家的优先事项,通过针对 T2DM 和其可改变的危险因素的预防和治疗干预来解决。

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