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Clinical and biological underpinnings of longitudinal atrophy pattern progression in Alzheimer's disease
Pilar M Ferraro1, Laura Filippi1, Marta Ponzano2
1IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
Background:
Magnetic resonance imaging (MRI) has recently enabled to identify four distinct Alzheimer's disease (AD) subtypes: hippocampal sparing (HpSp), typical AD (tAD), limbic predominant (Lp), and minimal atrophy (MinAtr). To date, however, the natural history of these subtypes, especially regarding the presence of subjects switching to other MRI patterns and their clinical and biological differences, remains poorly understood.
Objective:
To investigate the clinical and biological underpinnings of longitudinal atrophy pattern progression in AD.
Methods:
251 AD patients (16 with significant memory concern, 66 with early mild cognitive impairment (MCI), 125 with late MCI, and 44 with AD dementia) from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database were assigned to their baseline MRI atrophy subtype using Freesurfer-derived cortical:hippocampal volumes ratio. Switching to other MRI patterns was investigated on longitudinal scans, and patients were accordingly classified as "switching" and "stable". Logistic regression models were applied to identify predictors of switching to other MRI patterns.
Results:
40% of Lp, 26% of HpSp, and 35% of MinAtr cases switched to other MRI patterns, with tAD representing the destination subtype of all switching HpSp and Lp, and the majority of MinAtr. At baseline significant clinical, cognitive and biomarkers differences were observed across the four subtypes. Only clinical and cognitive variables, however, were significantly associated with switch to other MRI patterns.
Conclusions:
Our results suggest convergent directions of disease progression across atypical and typical AD forms, at least in a subset of AD subjects, and highlight the importance of deep-phenotyping approaches to understand AD heterogeneity.
Insights
Alzheimer's disease subtypes can change over time. Clinical and cognitive factors, not biomarkers, predict these shifts, suggesting a common progression pathway for different AD forms.
Area of Science:
- Neurology
- Radiology
- Biomedical Imaging
Background:
- Four Alzheimer's disease (AD) subtypes identified via MRI: hippocampal sparing (HpSp), typical AD (tAD), limbic predominant (Lp), and minimal atrophy (MinAtr).
- Limited understanding of longitudinal changes and clinical/biological differences among these AD subtypes.
Purpose of the Study:
- Investigate the clinical and biological factors influencing longitudinal atrophy pattern progression in Alzheimer's disease.
- Determine predictors for patients switching between MRI-defined AD subtypes.
Main Methods:
- Analyzed 251 Alzheimer's Disease Neuroimaging Initiative (ADNI) participants across disease stages.
- Classified baseline MRI atrophy subtypes using cortical:hippocampal volume ratios.
- Tracked longitudinal scan data to identify "switching" vs. "stable" patients; logistic regression used for predictor analysis.
Main Results:
- Significant subtype switching observed: 40% Lp, 26% HpSp, 35% MinAtr.
- Typical AD (tAD) was the primary destination subtype for most switching cases.
- Baseline differences in clinical, cognitive, and biomarker data existed across subtypes; only clinical and cognitive variables predicted switching.
Conclusions:
- Suggests convergent disease progression pathways across typical and atypical Alzheimer's disease subtypes in a subset of patients.
- Emphasizes the value of deep-phenotyping for understanding Alzheimer's disease heterogeneity.
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