Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Centre for Occupational and Environmental Medicine, Stockholm County Council, Stockholm, Sweden.
Diabetes Care. 2022 Feb 1;45(2):330-338. doi: 10.2337/dc21-1238.
Type 1 diabetes is described to have an acute onset, but autoantibodies can appear several years preceding diagnosis. This suggests a long preclinical phase, which may also include metabolic parameters. Here we assessed whether elevations in glycemic, lipid, and other metabolic biomarkers were associated with future type 1 diabetes risk in adults.
We studied 591,239 individuals from the Swedish AMORIS cohort followed from 1985-1996 to 2012. Through linkage to national patient, diabetes, and prescription registers, we identified incident type 1 diabetes. Using Cox regression models, we estimated hazard ratios for biomarkers at baseline and incident type 1 diabetes. We additionally assessed trajectories of biomarkers during the 25 years before type 1 diabetes diagnosis in a nested case-control design.
We identified 1,122 type 1 diabetes cases during follow-up (average age of patient at diagnosis: 53.3 years). The biomarkers glucose, fructosamine, triglycerides, the ratio of apolipoprotein (apo)B to apoA-I, uric acid, alkaline phosphatase, and BMI were positively associated with type 1 diabetes risk. Higher apoA-I was associated with lower type 1 diabetes incidence. Already 15 years before diagnosis, type 1 diabetes cases had higher mean glucose, fructosamine, triglycerides, and uric acid levels compared with control subjects.
Alterations in biomarker levels related to glycemia, lipid metabolism, and inflammation are associated with clinically diagnosed type 1 diabetes risk, and these may be elevated many years preceding diagnosis.
1 型糖尿病的发病被描述为急性发作,但自身抗体可在诊断前数年出现。这表明存在较长的临床前期,其中可能还包括代谢参数。本研究旨在评估血糖、血脂和其他代谢生物标志物的升高是否与成年人未来发生 1 型糖尿病的风险相关。
我们研究了瑞典 AMORIS 队列中的 591239 名参与者,他们的随访时间从 1985 年至 1996 年至 2012 年。通过与国家患者、糖尿病和处方登记处的链接,我们确定了新发 1 型糖尿病病例。我们使用 Cox 回归模型,根据基线和新发 1 型糖尿病时的生物标志物,估计了风险比。我们还在嵌套病例对照设计中评估了在 1 型糖尿病诊断前 25 年内生物标志物的轨迹。
在随访期间,我们共发现了 1122 例 1 型糖尿病病例(患者诊断时的平均年龄为 53.3 岁)。生物标志物葡萄糖、果糖胺、甘油三酯、载脂蛋白(apo)B 与 apoA-I 的比值、尿酸、碱性磷酸酶和 BMI 与 1 型糖尿病风险呈正相关。apoA-I 水平较高与 1 型糖尿病发病率较低相关。在诊断前 15 年,与对照者相比,1 型糖尿病患者的平均血糖、果糖胺、甘油三酯和尿酸水平更高。
与血糖、脂质代谢和炎症相关的生物标志物水平的改变与临床诊断的 1 型糖尿病风险相关,并且这些改变可能在诊断前多年就已经升高。