Heterogenous long-term health and social outcomes of type 1 diabetes - A full population 30-year observational cohort study.

IF 5 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH American journal of epidemiology Pub Date : 2025-02-11 DOI:10.1093/aje/kwaf028
Aapo Hiilamo, Niina Metsä-Simola, Philipp Dierker, Pekka Martikainen, Mikko Myrskyla
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Abstract

Type 1 diabetes (T1D) is known to have adverse long-term health and social outcomes, but the modifying factors are largely unknown. We investigate to what extent T1D outcomes are modified by area-, household-, and individual-level social and economic characteristics in Finland. National registers from 1987 to 2020 were used to identify all 3,048 children with T1D diagnosed at age seven to 17 and matched controls (n=78,883). Using causal forests, we estimated the average association between T1D and adult health, social, and economic outcomes at ages 28-30, and the modifying roles of more than 30 covariates. Individuals with T1D were more likely to be deceased (2.3% vs. 0.9% in the control group), to use antidepressants (17% vs. 13%), and to be unpartnered (36% vs. 32%), and had more months of unemployment (1.18 vs. 1.02) and lower annual income (25,697 euros vs. 27,453 euros), but not significantly lower educational attainment (10.8% vs. 10.3% with only basic education). T1D had a heterogenous association with all outcomes except mortality and income, but no specific population subgroup was vulnerable across all outcomes. However, women with T1D had particularly high rates of antidepressant use, and individuals from low socioeconomic families were more likely to be unpartnered.

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众所周知,1 型糖尿病(T1D)会对长期健康和社会产生不利影响,但其影响因素却大多不为人知。我们调查了芬兰地区、家庭和个人层面的社会和经济特征对 T1D 结果的影响程度。我们利用 1987 年至 2020 年的全国登记册,确定了所有 3,048 名在 7 至 17 岁期间确诊患有 T1D 的儿童以及匹配的对照组(n=78,883)。我们利用因果森林估计了 T1D 与 28-30 岁成人健康、社会和经济结果之间的平均关联,以及 30 多个协变量的调节作用。T1D 患者更有可能死亡(2.3% 对对照组的 0.9%)、使用抗抑郁药物(17% 对 13%)和没有伴侣(36% 对 32%),失业月数(1.18 对 1.02)和年收入(25,697 欧元对 27,453 欧元)也更低,但受教育程度(10.8% 对仅接受过基础教育的 10.3%)并没有明显降低。除死亡率和收入外,T1D 与所有结果都有不同程度的关联,但在所有结果中,没有一个特定的人口亚群是弱势群体。不过,患有 T1D 的女性使用抗抑郁药物的比例特别高,而来自社会经济地位低下家庭的人更有可能没有伴侣。
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来源期刊
American journal of epidemiology
American journal of epidemiology 医学-公共卫生、环境卫生与职业卫生
CiteScore
7.40
自引率
4.00%
发文量
221
审稿时长
3-6 weeks
期刊介绍: The American Journal of Epidemiology is the oldest and one of the premier epidemiologic journals devoted to the publication of empirical research findings, opinion pieces, and methodological developments in the field of epidemiologic research. It is a peer-reviewed journal aimed at both fellow epidemiologists and those who use epidemiologic data, including public health workers and clinicians.
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