Medial temporal neuroinflammation unleashes tau spreading over the neocortex
Bibliographic record
Abstract
Abstract Background Transentorhinal tau neurofibrillary tangles deposition is a typical finding in cognitively unimpaired (CU) elderly. Thus, how tau tangle spreads over the neocortex, leading to disease progression, is a pressing issue in Alzheimer's disease (AD). Although amyloid is postulated to trigger this spread, the fact that amyloid deposition is present in low concentrations in temporal structures challenges this framework. Here, we tested the hypothesis that brain amyloid burden interacts with medial temporal neuroinflammation unleashing tau spread over the neocortex. To assess neuroinflammation, we used [11C]PBR28 PET, a ligand that binds to the 18‐kDa translocator protein(TSPO), considerate a proxy of inflammation. Methods TSPO polymorphism (rs6971) was genotyped in 678 participants from the Montreal catchment area (48% presented rs6971 polymorphism of high TSPO binders). Following inclusion/exclusion criteria, we studied 131 high TSPO binders (22 CU young, 63 CU elderly, 28 MCI, 18 AD). All individuals had PET; amyloid [18F]NAV4694, tau [18F]MK6240, and [11C]PBR28,as well as MRI, cognitive and genetic assessments. Structural equation modeling (SEM) tested associations between markers. Results [11C]PBR28 uptake was progressively higher from CU to AD(Fig.1). [18F]NAV4694,[18F]MK6240, and [11C]PBR28 were correlated (Fig.2); however, analysis of variance suggested that an interaction between [18F]NAV4694and[11C]PBR28 on [18F]MK6240 best explain the association between these markers(P<0.0001). Voxel‐wise analysis, taking into consideration global and local tracer effects, suggests an interaction between global [18F]NAV4694 and medial temporal [11C]PBR28 on medial temporal [18F]MK6240(Fig.3). Stratified analysis revealed that individuals with abnormal amyloid, tau, and neuroinflammation (A+/T+/NI+) had elevated cognitive impairment and hippocampus atrophy(Fig.4). SEM suggests that global amyloid interacts with transentorhinal inflammation leading to tau spread over Braak II‐III(Fig.5). Subsequently, tau hierarchically spread from Braak III to VI. Models inverting the variables mentioned above or the order of Braak regions did not fit the data. Accumulation of tau only in Braak IV‐VI was associated with cognitive symptoms (Fig.6). Conclusion Our results suggest that an interaction between global amyloid and medial temporal neuroinflammation triggers tau spread over the neocortex. Global amyloid may represent distant amyloid load or amyloid oligomers. Our results suggest individuals with tau deposition confined to transentorhinal cortex as targets for the use of anti‐inflammatory drugs in AD.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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".