Apolipoprotein E ε4 associates with microglial activation in early Braak regions independently of amyloid‐β and tau
Bibliographic record
Abstract
Abstract Background Recent evidence suggests that microglial activation sets the stage for tau spread in Alzheimer’s disease (AD). However, the underpinnings of microglial activation in early regions of tau accumulation are poorly understood. The apolipoprotein E (APOE) ε4 allele is the strongest genetic risk factor for sporadic AD and influences microglial response in animal models of AD. Here, we tested the hypothesis that APOE ε4 carriership is associated with microglial activation in early Braak regions independently of amyloid‐β (Aβ) and tau pathologies. Method We assessed 118 participants [79 cognitively unimpaired (CU), 23 with mild cognitive impairment (MCI), and 16 with AD dementia] with 50 years of age or older from the McGill TRIAD cohort. Individuals had available positron emission tomography (PET) for Aβ ([18F]AZD4694), tau tangles ([18F]MK6240), and microglial activation ([11C]PBR28), as well as magnetic resonance imaging (MRI) and APOE genotyping. Braak I (transentorhinal) and Braak II (entorhinal and hippocampus) were defined as early regions of tau tangles accumulation. Result Voxel‐wise analysis revealed that APOE ε4 carriership was associated with microglial activation mainly in regions corresponding to early Braak stages (e.g., transentorhinal, entorhinal, and hippocampus; Figure 1). In these regions, we observed that APOE ε4 carriership was associated with microglial activation independently of Aβ and tau pathologies (Braak I: β = 0.087, P < 0.001; Braak II: β = 0.053, P = 0.026; Table 1). Furthermore, structural equation modeling demonstrated that microglial activation mediated the Aβ‐independent effect of APOE ε4 carriership on tau accumulation in regions corresponding to Braak I‐II (mediation effect size = 34.1%; Figure 2). Conclusion Our results suggest a deleterious effect of APOE ε4 carriership on AD progression by contributing to microglial activation in regions of early tau accumulation (transentorhinal, entorhinal, and hippocampus). These findings can help to understand the influence of the APOE ε4 allele on AD pathogenesis, as well as provide insights for the development of drugs targeting the interplay between APOE ε4 and microglial activation.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".