Uncovering distinct spatiotemporal trajectories of T‐N mismatch subtypes with likely co‐pathology in Alzheimer's disease using event‐based modeling
Year: 2026
Type: article
Abstract: INTRODUCTION: In Alzheimer's disease (AD), tau-neurodegeneration (T-N) mismatch has been proposed to reflect non-AD processes such as transactive response DNA binding protein 43 kDa and vascular disease. We aimed to characterize the spatiotemporal trajectories of T-N mismatch that may reflect non-AD progression. METHODS: We performed T-N regression on 710 Alzheimer's Disease Neuroimaging Initiative participants using cortical thickness and 18F-flortaucipir uptake across 20 cortical regions. SuStaIn, a data-driven phenotype discovery and staging algorithm, was applied to standardized T-N residuals in canonical (N∼T) and vulnerable (N > T) cases. RESULTS: SuStaIn identified three vulnerable subtypes with distinct N > T progression patterns. The posterior and anterior subtypes displayed different, but progressively diffuse mismatch patterns, while the limbic subtype exhibited temporal-limbic progression. Subtypes and SuStaIn stages were associated with distinct clinical features. Their longitudinal trajectories aligned with SuStaIn inferred progression. DISCUSSION: Findings support that T-N mismatch progression captures specific co-pathological processes.
Source: Alzheimer s & Dementia
DOI: 10.1002/alz.71474
Authors: Xueying Lyu, Christopher A. Brown, Michael Tran Duong, Emma P. Fischer, Emily McGrew, David J. Irwin, Bradford C. Dickerson, Ilya M. Nasrallah, Russell Takeshi Shinohara, Alexandra L. Young, Paul A. Yushkevich, Sandhitsu R. Das, David A. Wolk, for the Alzheimer's Disease Neuroimaging Initiative
Language: English
Subfield: Psychiatry and Mental health
Field: Medicine
Domain: Health Sciences
Open Access status: hybrid
Estimated APC paid: $4,200
Funder: National Institutes of Health
Awards: Improving the sensitivity and specificity of MRI-based biomarkers in Alzheimer's disease, Alzheimer's Disease Neuroimaging Initiative, AD-specific changes in the MTL: Novel biomarkers using in vivo / ex vivo imaging, Characterization of relationship between tau pathology and neurodegeneration in Alzheimer's disease using multimodal imaging, Improving the sensitivity and specificity of MRI-based biomarkers in Alzheimer's disease, A harmonized medial temporal lobe subregion segmentation protocol: an essential element for dementia research, Penn Alzheimer's Disease Research Center (ADRC)
OpenAlex ID: W7162079909
