Diagnostic performance of plasma GFAP in preclinical stages of Alzheimer's disease using the Lumipulse platform

利用 Lumipulse 平台检测血浆 GFAP 在阿尔茨海默病临床前期阶段的诊断性能

阅读:2

Abstract

BACKGROUND: Plasma glial fibrillary acidic protein (GFAP) has emerged as a promising biomarker of astrocytic reactivity in preclinical Alzheimer´s Disease (AD). However, most evidence to date comes from ultrasensitive research assays, with limited data from automated clinical platforms. We aimed to evaluate the diagnostic performance of plasma GFAP in cognitively unimpaired (CU) individuals using the fully automated Lumipulse platform, and to assess its concordance with a highly sensitive research-based immunoassay, Single Molecule Array (SIMOA). METHODS: Plasma GFAP, and cerebrospinal fluid (CSF) amyloid-β (Aβ)42/40, phosphorylated tau (p-tau) 181, total tau (t-tau), and neurofilament light chain (NfL) were analyzed in 204 CU participants using the Lumipulse G600II platform. In a subset of 143 individuals, it was also measured with SIMOA. We examined correlations between plasma GFAP and CSF biomarkers, after adjusting for age, sex, and ApoE ε4, and compared plasma GFAP concentrations across AT groups. The ability of plasma GFAP to discriminate amyloid status was assessed using logistic regression and receiver operating curve (ROC) analyses. Agreement between Lumipulse and SIMOA techniques was evaluated using Passing–Bablok regression and Bland–Altman analysis. RESULTS: Plasma GFAP significantly correlated with Aβ42 (r= -0.24; p-value < 0.001) and Aβ42/Aβ40 (Rho= -0.24; p-value < 0.001). Plasma GFAP concentrations were higher in A+ compared with A− subjects (64.7 vs. 47.6 pg/mL; p = 0.001) and in T+ compared with T− individuals (64.3 vs. 48.5 pg/mL; p = 0.005). A + T+ subjects showed higher plasma GFAP levels than A-T- subjects difference = 22.2 pg/mL; p < 0.0001; Cohen’s d = 0.81), and this difference remained significant after adjustment for covariates (estimate = 14.5 pg/mL; p = 0.005). Plasma GFAP discriminated amyloid status (A + vs. A- individuals) with an AUC of 0.67 (95% CI: 0.59–0.76). Lumipulse and SIMOA measurements showed a strong correlation (r = 0.96; p < 0.001), and good agreement (97% within Bland–Altman limits; slight proportional bias in Passing–Bablok regression). CONCLUSION: Plasma GFAP measured with the fully automated Lumipulse platform is a reliable and accessible tool for assessing astrocyte activation in preclinical AD. Although its individual diagnostic performance is moderate for detecting amyloid pathology in CU individuals, its relationship with CSF biomarkers and concordance with SIMOA support its clinical utility. When combined with other biomarkers, plasma GFAP could enhance early detection and improve participant selection in clinical trials. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13195-026-02012-9.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。