EOAD‐Signature Atrophy Predicts Progression to Dementia in Patients with Early‐onset MCI due to Alzheimer's Disease
Thiago Paranhos, Yuta Katsumi, Michael Brickhouse, Ryan Eckbo, Alexander Zaitsev, Anna Du, Ani Eloyan, Renaud La Joie, Kelly N. Nudelman, Tatiana M. Foroud, Jeffrey L. Dage, Maria C. Carrillo, Gil D. Rabinovici, Liana G. Apostolova, Brad C. Dickerson, Alexandra Touroutoglou

TL;DR
This study shows that brain atrophy in specific regions can predict dementia progression in early-onset Alzheimer's patients with mild cognitive impairment.
Contribution
The study introduces an MRI-based EOAD signature as a novel predictor of dementia progression in early-onset Alzheimer's.
Findings
Greater baseline atrophy in the EOAD signature predicted higher risk of progression to dementia.
The EOAD signature provided additive value to standard clinical severity measures in predicting progression.
Abstract
Prognostic risk stratification for patients at the mild cognitive impairment (MCI) stage of early‐onset Alzheimer's disease (EOAD) would allow professionals and loved ones to make better‐informed medical and life planning decisions. While research including our own (Bakkour, Morris, Dickerson, 2009) has demonstrated the prognostic value of MRI‐based measures of brain structure in late‐onset amnestic AD, its utility for predicting progression to dementia in EOAD remains unclear. Here, we measured the magnitude of cortical atrophy within our recently described EOAD signature regions (Touroutoglou et al. 2023) in patients with EOAD at the MCI stage (N = 130) recruited in LEADS. The main goal of the study was to evaluate the utility of this measure as a predictor of time to subsequent progression to dementia. Our second goal was to examine the independent or synergistic contributions of…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsDementia and Cognitive Impairment Research · Alzheimer's disease research and treatments · Functional Brain Connectivity Studies
