From the Departments of Psychiatry (P.C.L.F., J.P.F.-S., C.T., B.B., D.T.L., F.L., G.P., A.D.C., D.L.T., W.E.K., V.V., T.K.K., T.A.P.) and Neurology (O.L.L.), School of Medicine, University of Pittsburgh, PA; Graduate Program in Biological Sciences: Biochemistry (J.P.F.-S., B.B., E.R.Z.), Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Translational Neuroimaging Laboratory (C.T., F.L., J.T., J.-P.S., P.R.-N.), McGill University Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, Pointe-Claire; Department of Neurology and Neurosurgery, Psychiatry and Pharmacology and Therapeutics (C.T., J.T., S.G., P.R.-N.), McGill University, Montreal, Quebec, Canada; Department of Psychiatry and Neurochemistry (A.L.B., N.J.A., H.Z., K.B., T.K.K.), The Sahlgrenska Academy at the University of Gothenburg, Mölndal; Clinical Neurochemistry Laboratory (A.L.B., N.J.A., H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A., H.Z.), University of Gothenburg, Sweden; Department of Old Age Psychiatry (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, King's College London; Department of Neurodegenerative Disease (H.Z.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; and Department of Neurology (T.A.P.), School of Medicine, University of Pittsburgh, PA.
Neurology. 2023 Jul 4;101(1):38-45. doi: 10.1212/WNL.0000000000207115. Epub 2023 Mar 6.
To test the utility of longitudinal changes in plasma phosphorylated tau 181 (p-tau181) and neurofilament light chain (NfL) as surrogate markers for clinical trials targeting cognitively unimpaired (CU) populations.
We estimated the sample size needed to test a 25% drug effect with 80% of power at a 0.05 level on reducing changes in plasma markers in CU participants from Alzheimer's Disease Neuroimaging Initiative database.
We included 257 CU individuals (45.5% males; mean age = 73 [6] years; 32% β-amyloid [Aβ] positive). Changes in plasma NfL were associated with age, whereas changes in plasma p-tau181 with progression to amnestic mild cognitive impairment. Clinical trials using p-tau181 and NfL would require 85% and 63% smaller sample sizes, respectively, for a 24-month than a 12-month follow-up. A population enrichment strategy using intermediate levels of Aβ PET (Centiloid 20-40) further reduced the sample size of the 24-month clinical trial using p-tau181 (73%) and NfL (59%) as a surrogate.
Plasma p-tau181/NfL can potentially be used to monitor large-scale population interventions in CU individuals. The enrollment of CU with intermediate Aβ levels constitutes the alternative with the largest effect size and most cost-effective for trials testing drug effect on changes in plasma p-tau181 and NfL.
检验血浆磷酸化 tau181(p-tau181)和神经丝轻链(NfL)的纵向变化作为针对认知正常(CU)人群的临床试验替代标志物的效用。
我们根据阿尔茨海默病神经影像学倡议(ADNI)数据库中 CU 参与者的血浆标志物变化,估计了在 0.05 水平上达到 80%功效的情况下,测试 25%药物效果所需的样本量。
我们纳入了 257 名 CU 个体(45.5%为男性;平均年龄=73[6]岁;32%为β-淀粉样蛋白[Aβ]阳性)。血浆 NfL 的变化与年龄相关,而血浆 p-tau181 的变化与向遗忘型轻度认知障碍的进展相关。使用 p-tau181 和 NfL 的临床试验分别需要 85%和 63%的较小样本量,才能在 24 个月而不是 12 个月的随访中进行。使用中间水平的 Aβ PET(Centiloid 20-40)进行人群富集策略,进一步降低了使用 p-tau181(73%)和 NfL(59%)作为替代标志物的 24 个月临床试验的样本量。
血浆 p-tau181/NfL 可能潜在地用于监测 CU 个体的大规模人群干预。招募具有中间 Aβ 水平的 CU 构成了具有最大效应量和最具成本效益的替代方案,用于测试药物对 p-tau181 和 NfL 血浆变化的影响的临床试验。