Heterogeneous clinical phenotypes of sporadic early-onset Alzheimer's disease: a neuropsychological data-driven approach.
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Putcha Deepti, Katsumi Yuta, Touroutoglou Alexandra, Eloyan Ani, Taurone Alexander, Thangarajah Maryanne, Aisen Paul, Dage Jeffrey L, Foroud Tatiana, Jack Clifford R, Kramer Joel H, Nudelman Kelly N H, Raman Rema, Vemuri Prashanthi, Atri Alireza, Day Gregory S, Duara Ranjan, Graff-Radford Neill R, Grant Ian M, Honig Lawrence S, Johnson Erik C B, Jones David T, Masdeu Joseph C, Mendez Mario F, Musiek Erik, Onyike Chiadi U, Riddle Meghan, Rogalski Emily, Salloway Stephen, Sha Sharon, Turner R Scott, Wingo Thomas S, Wolk David A, Womack Kyle, Carrillo Maria C, Rabinovici Gil D, Dickerson Bradford C, Apostolova Liana G, Hammers Dustin B, LEADS Consortium
Аннотация
METHODS: Neuropsychological test performance from 169 amyloid-positive EOAD participants were analyzed. Education-corrected normative comparisons were made using a sample of 98 cognitively normal participants. Comparing the relative levels of impairment between each cognitive domain, we applied a cut-off of 1 SD below all other domain scores to indicate a phenotype of "predominant" impairment in a given cognitive domain. Individuals were otherwise considered to have multidomain impairment. Whole-cortex general linear modeling of cortical atrophy was applied as an MRI-based validation of these distinct clinical phenotypes.
RESULTS: We identified 6 phenotypic subtypes of EOAD: Dysexecutive Predominant (22% of sample), Amnestic Predominant (11%), Language Predominant (11%), Visuospatial Predominant (15%), Mixed Amnestic/Dysexecutive Predominant (11%), and Multidomain (30%). These phenotypes did not differ by age, sex, or years of education. The APOE ɛ4 genotype was enriched in the Amnestic Predominant group, who were also rated as least impaired. Cortical thickness analysis validated these clinical phenotypes with dissociations in atrophy patterns observed between the Dysexecutive and Amnestic Predominant groups. In contrast to the heterogeneity observed from our neuropsychological data-driven approach, diagnostic classifications for this same sample based solely on clinical judgment indicated that 82% of individuals were amnestic-predominant, 9% were non-amnestic, 4% met criteria for Posterior Cortical Atrophy, and 5% met criteria for Primary Progressive Aphasia.
CONCLUSION: A neuropsychological data-driven method to phenotype EOAD individuals uncovered a more detailed understanding of the presenting heterogeneity in this atypical AD sample compared to clinical judgment alone. Clinicians and patients may over-report memory dysfunction at the expense of non-memory symptoms. These findings have important implications for diagnostic accuracy and treatment considerations.