Plasma GFAP for populational enrichment of clinical trials in preclinical Alzheimer's disease

May 1, 2025·
Bruna Bellaver
,
Guilherme Povala
,
Pamela C. L. Ferreira
Guilherme Bauer-Negrini
Guilherme Bauer-Negrini
,
Firoza Z. Lussier
,
Douglas Teixeira Leffa
,
João Pedro Ferrari-Souza
,
Matheus Scarpatto Rodrigues
,
Livia Amaral
,
Markley S. Oliveira
,
Carolina Soares
,
Andreia Rocha
,
Pampa Saha
,
Nesrine Rahmouni
,
Arthur C. Macedo
,
Cécile Tissot
,
Joseph Therriault
,
Stijn Servaes
,
Jesse Klostranec
,
Maxime Montembeault
,
Andréa L. Benedet
,
Nicholas J. Ashton
,
Rebecca Langhough Koscik
,
Tobey J. Betthauser
,
Bradley T. Christian
,
Rachael E. Wilson
,
Gallen Triana-Baltzer
,
Paolo Vitali
,
Serge Gauthier
,
Henrik Zetterberg
,
Kaj Blennow
,
Thomas K. Karikari
,
Dana L. Tudorascu
,
Eduardo R. Zimmer
,
Sterling C. Johnson
,
Pedro Rosa-Neto
,
Tharick A. Pascoal
· 0 min read
DOI
Abstract
INTRODUCTION: Cognitively unimpaired (CU) amyloid beta (Aβ)+ individuals with elevated plasma glial fibrillary acidic protein (GFAP) have an increased risk of Alzheimer’s disease (AD)-related progression. We tested the utility of plasma GFAP for population enrichment CU populations in clinical trials. METHODS: We estimated longitudinal progression, effect size, and costs of hypothetical clinical trials designed to test an estimated 25% drug effect on reducing tau positron emission tomography (PET) accumulation in the medial temporal lobe (MTL) and temporal neocortical region (NEO-T). RESULTS: CU GFAP+/Aβ+ individuals present an increased annual rate of change and effect size in tau PETMTL and tau PETNEO-T compared to the other groups. An enrichment strategy selecting CU GFAP+/Aβ+ individuals would require a smaller sample size (≈ 57% reduction) and fewer Aβ PET scans (≈ 74% reduction) than trials enriched with Aβ PET alone, reducing total clinical trial costs by up to 64%. DISCUSSION: Our results suggest that clinical trials focusing on preclinical AD recruiting Aβ+ individuals with elevated GFAP levels would improve cost effectiveness. HIGHLIGHTS: Cognitively unimpaired (CU) glial fibrillary acidic protein (GFAP)+/amyloid beta (Aβ)+ shows increased changes in tau positron emission tomography (PET) . CU GFAP+/Aβ+ enriched clinical trials require a reduced sample size compared to Aβ+ only. CU GFAP+/Aβ+ enrichment reduces Aβ PET scans required and costs. CU GFAP+/Aβ+ enrichment allows the selection of individuals at early stages of the Alzheimer’s disease continuum.
Type
Publication
Alzheimer’s & Dementia: The Journal of the Alzheimer’s Association
Status
Peer-reviewed
publications
Guilherme Bauer-Negrini
Authors
Biomedical Data Scientist
Computational neuroscientist working at the intersection of machine learning, biomedical imaging, and human genetics in neurodegenerative disease. My work applies deep learning to high-dimensional medical images and integrates imaging with genomic, proteomic, and longitudinal clinical data to characterise Alzheimer’s disease and related dementias, with particular focus on fluid and imaging biomarkers of neurodegeneration.