痴呆
内科学
置信区间
认知障碍
医学
正电子发射断层摄影术
接收机工作特性
优势比
阿尔茨海默病
心理学
核医学
疾病
肿瘤科
作者
Katheryn A Q Cousins,Magdalena Korecka,Yang Wan,Amberley Vulaj,Christopher D. Brown,Thomas F. Tropea,Edward B. Lee,Duygu Tosun,Susan Landau,Ozioma C. Okonkwo,Mónica Rivera Mindt,Michael W. Weiner,David J. Irwin,David A. Wolk,Leslie M. Shaw,and the Alzheimer's Disease Neuroimaging Initiative
摘要
INTRODUCTION: In clinically and racially diverse training and test sets, we evaluated and validated Alzheimer's disease (AD) plasma biomarkers: phosphorylated tau-217 (p-tau217), amyloid beta 1-42/1-40 (Aβ42/Aβ40), and p-tau217/Aβ42. METHODS: F-florbetapir positron emission tomography (PET) data. In the training set (n = 289; 28% pBlack), we used receiver-operating characteristic (ROC) analysis to calculate two cut points (0.95 sensitivity and specificity) to detect amyloid PET positivity. Cut points were validated in an independent test set (n = 846; 12% pBlack). RESULTS: In the test set, plasma p-tau217/Aβ42 had the highest accuracy (pBlack: 0.88, pWhite: 0.91) and lowest proportion of intermediate classifications (≤0.16), with no classification difference by race (odds ratio [OR] = 1.45, 95% confidence interval [CI] = 0.66-2.95, p = 0.33). False negatives were more likely to be cognitively normal (vs mild cognitive impairment [MCI]; OR = 7.79, 95% CI = 2.33-40.81, p = 5.1e-05) than correct classifications. DISCUSSION: Plasma p-tau217/Aβ42 had high accuracy to detect AD, with comparable performance across race. HIGHLIGHTS: , p-tau217, and Aβ42/Aβ40 in diverse training and test sets. In models, race × amyloid PET interactions were not significant. Plasma p-tau217/Aβ42 had the highest accuracy in people who self-identified as Black/African American (pBlack; 0.88) and people who self-identified as White (pWhite; 0.91). Plasma p-tau217/Aβ42 had the lowest proportion of intermediate cases (range = 0.09-0.16). False negatives were more likely to have normal cognition, female sex, and high body mass index.
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