A two-step workflow based on plasma p-tau217 to screen for amyloid β positivity with further confirmatory testing only in uncertain cases

医学 工作流程 内科学 正电子发射断层摄影术 肿瘤科 认知障碍 疾病 核医学 数据库 计算机科学
作者
Wagner S. Brum,Nicholas Cullen,Randall J. Bateman,Nicholas J. Ashton,Eduardo R. Zimmer,Joseph Therriault,Andréa Lessa Benedet,Nesrine Rahmouni,Cécile Tissot,Jenna Stevenson,Stijn Servaes,Gallen Triana‐Baltzer,Hartmuth C. Kolb,Sebastian Palmqvist,Erik Stomrud,Pedro Rosa‐Neto,Kaj Blennow,Oskar Hansson
出处
期刊:Nature Aging 卷期号:3 (9): 1079-1090 被引量:48
标识
DOI:10.1038/s43587-023-00471-5
摘要

Cost-effective strategies for identifying amyloid-β (Aβ) positivity in patients with cognitive impairment are urgently needed with recent approvals of anti-Aβ immunotherapies for Alzheimer's disease (AD). Blood biomarkers can accurately detect AD pathology, but it is unclear whether their incorporation into a full diagnostic workflow can reduce the number of confirmatory cerebrospinal fluid (CSF) or positron emission tomography (PET) tests needed while accurately classifying patients. We evaluated a two-step workflow for determining Aβ-PET status in patients with mild cognitive impairment (MCI) from two independent memory clinic-based cohorts (n = 348). A blood-based model including plasma tau protein 217 (p-tau217), age and APOE ε4 status was developed in BioFINDER-1 (area under the curve (AUC) = 89.3%) and validated in BioFINDER-2 (AUC = 94.3%). In step 1, the blood-based model was used to stratify the patients into low, intermediate or high risk of Aβ-PET positivity. In step 2, we assumed referral only of intermediate-risk patients to CSF Aβ42/Aβ40 testing, whereas step 1 alone determined Aβ-status for low- and high-risk groups. Depending on whether lenient, moderate or stringent thresholds were used in step 1, the two-step workflow overall accuracy for detecting Aβ-PET status was 88.2%, 90.5% and 92.0%, respectively, while reducing the number of necessary CSF tests by 85.9%, 72.7% and 61.2%, respectively. In secondary analyses, an adapted version of the BioFINDER-1 model led to successful validation of the two-step workflow with a different plasma p-tau217 immunoassay in patients with cognitive impairment from the TRIAD cohort (n = 84). In conclusion, using a plasma p-tau217-based model for risk stratification of patients with MCI can substantially reduce the need for confirmatory testing while accurately classifying patients, offering a cost-effective strategy to detect AD in memory clinic settings.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
一一完成签到 ,获得积分10
1秒前
zzz完成签到,获得积分10
2秒前
了0完成签到 ,获得积分10
3秒前
阳光保温杯完成签到 ,获得积分10
3秒前
4秒前
lyx完成签到 ,获得积分10
4秒前
月儿完成签到 ,获得积分10
4秒前
guoxihan完成签到,获得积分10
6秒前
sure完成签到 ,获得积分10
9秒前
11秒前
点点完成签到 ,获得积分10
11秒前
烤鸭完成签到 ,获得积分10
11秒前
Lorain完成签到,获得积分20
12秒前
周倾窈完成签到,获得积分10
13秒前
16秒前
17秒前
SYLH应助固的曼采纳,获得10
21秒前
Microbiota发布了新的文献求助10
23秒前
sure完成签到 ,获得积分10
27秒前
Microbiota完成签到,获得积分10
30秒前
了0完成签到 ,获得积分10
30秒前
卡卡罗特先森完成签到 ,获得积分10
33秒前
41秒前
XZZ完成签到 ,获得积分10
41秒前
斯文的芹菜完成签到 ,获得积分10
43秒前
terry完成签到 ,获得积分10
44秒前
spp完成签到 ,获得积分0
44秒前
念一发布了新的文献求助10
46秒前
wsl完成签到 ,获得积分0
52秒前
风中的向卉完成签到 ,获得积分10
53秒前
xiaoruixue完成签到,获得积分10
54秒前
大方的笑萍完成签到 ,获得积分10
55秒前
长情箴完成签到 ,获得积分10
56秒前
toda_erica完成签到 ,获得积分10
57秒前
sanch完成签到 ,获得积分10
58秒前
蔚欢完成签到 ,获得积分10
58秒前
1分钟前
合适醉蝶完成签到 ,获得积分10
1分钟前
1分钟前
1分钟前
高分求助中
Les Mantodea de Guyane Insecta, Polyneoptera 2500
Technologies supporting mass customization of apparel: A pilot project 450
A Field Guide to the Amphibians and Reptiles of Madagascar - Frank Glaw and Miguel Vences - 3rd Edition 400
Brain and Heart The Triumphs and Struggles of a Pediatric Neurosurgeon 400
Cybersecurity Blueprint – Transitioning to Tech 400
Mixing the elements of mass customisation 400
Периодизация спортивной тренировки. Общая теория и её практическое применение 310
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3784840
求助须知:如何正确求助?哪些是违规求助? 3330107
关于积分的说明 10244337
捐赠科研通 3045477
什么是DOI,文献DOI怎么找? 1671691
邀请新用户注册赠送积分活动 800613
科研通“疑难数据库(出版商)”最低求助积分说明 759557