Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, St Dunstan's Road, London, W6 8RP, UK.
Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK.
Eur J Epidemiol. 2023 Jul;38(7):733-744. doi: 10.1007/s10654-023-00977-7. Epub 2023 Mar 4.
To assess 20-year retrospective trajectories of cardio-metabolic factors preceding dementia diagnosis among people with type 2 diabetes (T2D). We identified 227,145 people with T2D aged > 42 years between 1999 and 2018. Annual mean levels of eight routinely measured cardio-metabolic factors were extracted from the Clinical Practice Research Datalink. Multivariable multilevel piecewise and non-piecewise growth curve models assessed retrospective trajectories of cardio-metabolic factors by dementia status from up to 19 years preceding dementia diagnosis (dementia) or last contact with healthcare (no dementia). 23,546 patients developed dementia; mean (SD) follow-up was 10.0 (5.8) years. In the dementia group, mean systolic blood pressure increased 16-19 years before dementia diagnosis compared with patients without dementia, but declined more steeply from 16 years before diagnosis, while diastolic blood pressure generally declined at similar rates. Mean body mass index followed a steeper non-linear decline from 11 years before diagnosis in the dementia group. Mean blood lipid levels (total cholesterol, LDL, HDL) and glycaemic measures (fasting plasma glucose and HbA1c) were generally higher in the dementia group compared with those without dementia and followed similar patterns of change. However, absolute group differences were small. Differences in levels of cardio-metabolic factors were observed up to two decades prior to dementia diagnosis. Our findings suggest that a long follow-up is crucial to minimise reverse causation arising from changes in cardio-metabolic factors during preclinical dementia. Future investigations which address associations between cardiometabolic factors and dementia should account for potential non-linear relationships and consider the timeframe when measurements are taken.
评估 2 型糖尿病(T2D)患者在痴呆诊断前 20 年的心血管代谢因素回溯轨迹。我们在 1999 年至 2018 年间识别出了 227145 名年龄大于 42 岁的 T2D 患者。从临床实践研究数据链中提取了 8 种常规测量的心血管代谢因素的年度平均水平。多变量多层次分段和非分段增长曲线模型评估了在痴呆诊断前最多 19 年(痴呆)或最后一次与医疗保健接触(无痴呆)时,按痴呆状态评估心血管代谢因素的回溯轨迹。23546 名患者发生痴呆;平均(SD)随访时间为 10.0(5.8)年。在痴呆组中,与无痴呆患者相比,收缩压在痴呆诊断前 16-19 年逐渐升高,但从诊断前 16 年开始下降更快,而舒张压总体呈相似的下降趋势。在痴呆组中,从诊断前 11 年开始,体质指数呈现更陡峭的非线性下降。与无痴呆患者相比,血脂水平(总胆固醇、LDL、HDL)和血糖指标(空腹血糖和 HbA1c)在痴呆组中通常较高,且变化模式相似。然而,组间差异较小。在痴呆诊断前 20 年就观察到了心血管代谢因素水平的差异。我们的研究结果表明,为了最大限度地减少在临床前痴呆期间因心血管代谢因素变化引起的反向因果关系,需要进行长期随访。未来的研究应考虑潜在的非线性关系,并考虑测量时间,以研究心血管代谢因素与痴呆之间的相关性。