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Record W4412647611 · doi:10.1101/2025.07.23.25332087

Neurite Degradation Mediates the Effect of Amyloid Deposition on Global Cognition in Asymptomatic Older Adults

2025· preprint· en· W4412647611 on OpenAlexfundno aff
Sasha Hakhu, Sydney Y. Schaefer, Scott C. Beeman

Bibliographic record

VenuemedRxiv · 2025
Typepreprint
Languageen
FieldMedicine
TopicAlzheimer's disease research and treatments
Canadian institutionsnot available
FundersCanadian Institutes of Health ResearchNational Institutes of HealthGenentechIXICOH. Lundbeck A/SServierEisaiNorthern California Institute for Research and EducationPfizerNovartis Pharmaceuticals CorporationUniversity of Southern CaliforniaBiogenEli Lilly and CompanyBristol-Myers SquibbBioClinicaU.S. Department of DefenseMeso Scale DiagnosticsAlzheimer's Association
KeywordsNeuriteDegradation (telecommunications)AsymptomaticCognitionDeposition (geology)Amyloid (mycology)NeurosciencePsychologyChemistryMedicineBiologyInternal medicineComputer scienceBiochemistryPathologyTelecommunications

Abstract

fetched live from OpenAlex

Abstract This study investigates whether amyloid deposition is associated with neurite degradation in cognitively unimpaired (asymptomatic) older adults, with a focus on brain regions critical for memory and cognition. Using data from the ADNI3 cohort (n = 65; mean age 69.5±5.5), we examined the relationship between amyloid levels (from PET imaging), neurite density (derived from diffusion MRI-based Neurite Orientation Dispersion and Density Imaging, NODDI), and global cognition (MoCA scores). NODDI is a biophysical diffusion MRI model that quantifies microstructural features of brain tissue through metrics like neurite density index (NDI) that may sensitively capture early neurodegenerative changes leading up to Alzheimer’s Disease (AD). Spearman correlation analyses showed significant negative associations between amyloid and NDI in the right entorhinal cortex (ρ = -0.29; p = 0.02) and left fusiform gyrus (ρ = -0.26; p = 0.04). Amyloid also correlated with ODI in the left (ρ = -0.31; p = 0.011) and right fusiform gyrus (ρ = -0.33; p = 0.006). Mediation analyses revealed significant effects for NDI in the left entorhinal cortex (p = 0.02) and left fusiform gyrus (p = 0.006), and for ODI in the left fusiform gyrus (p = 0.044). These findings indicate that even in the absence of clinical symptoms, amyloid deposition may contribute to microstructural degradation in key brain areas, which in turn relates to cognitive function. NDI specifically may hold promise as an early imaging marker for identifying individuals at risk and tracking AD progression. Significance Statement This study demonstrates that neurite degradation, measured by neurite density index (NDI), mediates the relationship between amyloid deposition and global cognitive function in asymptomatic older adults, highlighting NDI as a promising early marker of microstructural vulnerability in preclinical Alzheimer’s disease.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.011
GPT teacher head0.304
Teacher spread0.293 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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