Institute of Science and Technology for Brain-Inspired Intelligence, Department of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China.
Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China.
Mol Psychiatry. 2024 Oct;29(10):3097-3105. doi: 10.1038/s41380-024-02570-0. Epub 2024 Apr 27.
Dementia has a long prodromal stage with various pathophysiological manifestations; however, the progression of pre-diagnostic changes remains unclear. We aimed to determine the evolutional trajectories of multiple-domain clinical assessments and health conditions up to 15 years before the diagnosis of dementia.
Data was extracted from the UK-Biobank, a longitudinal cohort that recruited over 500,000 participants from March 2006 to October 2010. Each demented subject was matched with 10 healthy controls. We performed logistic regressions on 400 predictors covering a comprehensive range of clinical assessments or health conditions. Their evolutional trajectories were quantified using adjusted odds ratios (ORs) and FDR-corrected p-values under consecutive timeframes preceding the diagnosis of dementia.
During a median follow-up of 13.7 [Interquartile range, IQR 12.9-14.2] years until July 2022, 7620 subjects were diagnosed with dementia. In general, upon approaching the diagnosis, demented subjects witnessed worse functional assessments and a higher prevalence of health conditions. Associations up to 15 years preceding the diagnosis comprised declined physical strength (hand grip strength, OR 0.65 [0.63-0.67]), lung dysfunction (peak expiratory flow, OR 0.78 [0.76-0.81]) and kidney dysfunction (cystatin C, OR 1.13 [1.11-1.16]), comorbidities of coronary heart disease (OR 1.78 [1.67-1.91]), stroke (OR 2.34 [2.1-1.37]), diabetes (OR 2.03 [1.89-2.18]) and a series of mental disorders. Cognitive functions in multiple tests also demonstrate decline over a decade before the diagnosis. Inadequate activity (3-5 year, overall time of activity, OR 0.82 [0.73-0.92]), drowsiness (3-5 year, sleep duration, OR 1.13 [1.04-1.24]) and weight loss (0-5 year, weight, OR 0.9 [0.83-0.98]) only exhibited associations within five years before the diagnosis. In addition, serum biomarkers of enriched endocrine, dysregulations of ketones, deficiency of brand-chain amino acids and polyunsaturated fatty acids were found in a similar prodromal time window and can be witnessed as the last pre-symptomatic conditions before the diagnosis.
Our findings present a comprehensive temporal-diagnostic landscape preceding incident dementia, which could improve selection for preventive and early disease-modifying treatment trials.
痴呆症有一个很长的前驱阶段,表现出各种病理生理表现;然而,预诊断变化的进展仍不清楚。我们旨在确定痴呆症诊断前 15 年内多种领域临床评估和健康状况的演变轨迹。
数据来自英国生物银行(UK-Biobank),这是一项从 2006 年 3 月至 2010 年 10 月招募了超过 50 万人的纵向队列。每位痴呆患者都与 10 名健康对照者相匹配。我们对涵盖广泛临床评估或健康状况的 400 个预测因子进行了逻辑回归。在痴呆症诊断前的连续时间框架内,使用调整后的优势比(OR)和 FDR 校正的 p 值对其演变轨迹进行量化。
在截至 2022 年 7 月的中位数 13.7 年(四分位距[IQR]12.9-14.2)的随访中,7620 名受试者被诊断为痴呆症。总的来说,在接近诊断时,痴呆患者的功能评估更差,健康状况的患病率更高。在诊断前 15 年内的关联包括体力下降(握力,OR 0.65 [0.63-0.67])、肺功能障碍(呼气峰流速,OR 0.78 [0.76-0.81])和肾功能障碍(胱抑素 C,OR 1.13 [1.11-1.16])、合并冠心病(OR 1.78 [1.67-1.91])、中风(OR 2.34 [2.1-1.37])、糖尿病(OR 2.03 [1.89-2.18])和一系列精神障碍。多项测试中的认知功能也在诊断前十年内下降。活动不足(3-5 年,活动总时间,OR 0.82 [0.73-0.92])、嗜睡(3-5 年,睡眠时间,OR 1.13 [1.04-1.24])和体重减轻(0-5 年,体重,OR 0.9 [0.83-0.98])仅在诊断前五年内存在关联。此外,在类似的前驱时间窗口中发现了富含内分泌的血清生物标志物、酮的失调、支链氨基酸和多不饱和脂肪酸的缺乏,这些可以被视为诊断前的最后一个前症状条件。
我们的研究结果呈现了痴呆症发病前的综合时间诊断景观,这可以改善对预防和早期疾病修饰治疗试验的选择。