Robust Symptomatic Subtypes of Typical Alzheimer's Disease Characterized by Differential Neuropathological Patterns and Functional Decline
Abstract Background Alzheimer’s disease (AD) is classically viewed as a predominantly amnestic syndrome, with other cognitive and neuropsychiatric symptoms (NPS) being non‐integral associations. Emerging Evidence suggests that within typical AD, these symptoms are core features from the onset. Methods We employed K‐modes clustering on 2483 cognitively impaired (CI) individuals (CDR >= 0.5), excluding participants diagnosed with atypical AD, non‐amnestic MCI, or CI due to non‐AD dementias from five cohorts: TRIAD, ADNI, BICWALZS, OASIS‐III, and Pittsburgh. Cluster‐specific clinical and pathological profiles were established through comparison with 2670 cognitively unimpaired (CU) participants across plasma biomarkers (Ptau‐181, Ptau‐217, GFAP, Nfl, AB42/40 ratio) and neuroimaging (amyloid and tau PET, white matter hyperintensity, MRI‐derived degeneration maps). The rate of functional decline, modeled by increase in CDR‐SB, was assessed using a Cox‐proportional hazards model and a linear mixed‐effect model. Results We identified five distinct clinical phenotypes within typical AD: 'Pure Amnestic' (30.2%), 'Linguistic‐Hyperactive' (14.7%), 'Visuospatial‐Affective' (14.7%), 'Frontal' (27.6%), and 'Global' (19.3%) (Figure 1, Figure 3). These phenotypes demonstrated consistency regardless of amyloid status or cohort. Each phenotype exhibited a unique neuropathological signature and a distinct pattern of neurodegeneration (Figure 2). A critical aspect of our findings is the differential rate of functional decline across these phenotypes. The 'Pure Amnestic' group showed the slowest decline, followed by 'Linguistic‐Hyperactive' (HR = 1.39; B = 0.2), 'Visuospatial‐Affective' (HR = 2.13; B = 1), 'Frontal' (HR = 2.23; B = 1.53), and the 'Global' phenotype showing the fastest decline (HR = 3.52; B = 2.66) (Figure 2, Figure 3). Conclusion Our results challenge the concept of “typical” AD by uncovering five robust clinical phenotypes with divergent neuropathological profiles and clinical characteristics. These results mark an important advancement toward personalized medicine in the landscape of emerging AD treatments.
Authors
- Dana Tudorascu (ORCID: https://orcid.org/0000-0003-4675-3692)
- Peter Charles Lemaire (ORCID: https://orcid.org/0000-0002-8716-0466)
- Tharick Ali Pascoal (ORCID: https://orcid.org/0000-0001-9057-8014)
- João Pedro Ferrari‐Souza (ORCID: https://orcid.org/0000-0003-2183-1551)
- Nicholas James Ashton (ORCID: https://orcid.org/0000-0002-3579-8804)
- Guilherme Povala (ORCID: https://orcid.org/0000-0002-2023-6569)
- Douglas Teixeira Leffa (ORCID: https://orcid.org/0000-0002-4890-8451)
- Ann D. Cohen (ORCID: https://orcid.org/0000-0001-7395-9624)
- Kaj Blennow (ORCID: https://orcid.org/0000-0002-1890-4193)
- Chang Hyung Hong (ORCID: https://orcid.org/0000-0003-3258-7611)
- Carolina Soares (ORCID: https://orcid.org/0000-0002-2338-4495)
- Sang Joon Son (ORCID: https://orcid.org/0000-0001-7434-7996)
- Guilherme Bauer‐Negrini (ORCID: https://orcid.org/0000-0003-0956-557X)
- Nesrine Rahmouni (ORCID: https://orcid.org/0009-0004-3081-8468)
- Pâmela C.L. Ferreira (ORCID: https://orcid.org/0000-0003-2134-9829)
- Matheus Scarpatto Rodrigues (ORCID: https://orcid.org/0000-0002-7794-6588)
- Victor L. Villemagne (ORCID: https://orcid.org/0000-0002-5832-9875)
- Bruna Bellaver (ORCID: https://orcid.org/0000-0002-2212-3373)
- Sarah Abbas
- Firoza Zubeida Lussier (ORCID: https://orcid.org/0000-0002-6877-4825)
- Cristiano Schaffer Aguzzoli (ORCID: https://orcid.org/0000-0002-7378-3830)
- Lívia Amaral (ORCID: https://orcid.org/0009-0005-4488-763X)
- Cécile Tissot (ORCID: https://orcid.org/0000-0003-2711-3833)
- Hussein Zalzale
- Francieli Rohden (ORCID: https://orcid.org/0000-0002-9232-7371)
- Pedro Rosa‐Neto (ORCID: https://orcid.org/0000-0001-9116-1376)
- Oscar L. López (ORCID: https://orcid.org/0000-0002-8546-8256)
- Markley S. Oliveira
- Marina Scop Madeiros
Institutions
- Universidade Federal do Rio Grande do Sul (BR)
- University of Pittsburgh (US)
- King's College London (GB)
- Instituto do Cérebro (BR)
- Ajou University Hospital (KR)
- McGill University (CA)
- Ajou University (KR)
- University of Gothenburg (SE)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1002/alz.093964
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00