Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Malmö, Sweden.
Memory Clinic, Skåne University Hospital, Lund, Sweden.
Nat Aging. 2021 Jan;1(1):114-123. doi: 10.1038/s43587-020-00003-5. Epub 2020 Nov 30.
We developed models for individualized risk prediction of cognitive decline in mild cognitive impairment (MCI) using plasma biomarkers of β-amyloid (Aβ), tau and neurodegeneration. A total of 573 patients with MCI from the Swedish BioFINDER study and the Alzheimer's Disease Neuroimaging Initiative (ADNI) were included in the study. The primary outcomes were longitudinal cognition and conversion to Alzheimer's disease (AD) dementia. A model combining tau phosphorylated at threonine 181 (P-tau181) and neurofilament light (NfL), but not Aβ/Aβ, had the best prognosis performance of all models (area under the curve = 0.88 for 4-year conversion to AD in BioFINDER, validated in ADNI), was stronger than a basic model of age, sex, education and baseline cognition, and performed similarly to cerebrospinal fluid biomarkers. A publicly available online tool for individualized prognosis in MCI based on our combined plasma biomarker models is introduced. Combination of plasma biomarkers may be of high value to identify individuals with MCI who will progress to AD dementia in clinical trials and in clinical practice.
我们开发了使用β-淀粉样蛋白(Aβ)、tau 和神经退行性变的血浆生物标志物对轻度认知障碍(MCI)患者认知能力下降进行个体化风险预测的模型。本研究共纳入了来自瑞典 BioFINDER 研究和阿尔茨海默病神经影像学倡议(ADNI)的 573 名 MCI 患者。主要结局是纵向认知和向阿尔茨海默病(AD)痴呆的转化。tau 磷酸化 threonine 181(P-tau181)和神经丝轻链(NfL)的组合模型(BioFINDER 中用于 4 年 AD 转化的曲线下面积为 0.88,在 ADNI 中得到验证),其预后性能优于所有模型(曲线下面积为 0.88,在 ADNI 中得到验证),优于年龄、性别、教育和基线认知的基本模型,与脑脊液生物标志物的表现相当。引入了一种基于我们联合血浆生物标志物模型的用于 MCI 个体化预后的在线工具。血浆生物标志物的组合可能对识别临床试验和临床实践中向 AD 痴呆进展的 MCI 个体具有重要价值。