Paradoxical attenuation of early amyloid-induced cognitive impairment and synaptic plasticity in an aged APP/Tau bigenic rat model
Bibliographic record
Abstract
The combination of amyloid beta and tau pathologies leads to tau-mediated neurodegeneration in Alzheimer's disease. However, the relative contributions of amyloid beta and tau peptide accumulation to the manifestation of the pathological phenotype in the early stages, before the overt deposition of plaques and tangles, are still unclear. We investigated the longitudinal pathological effects of combining human-like amyloidosis and tauopathy in a novel transgenic rat model, coded McGill-R-APPxhTau. We compared the effects of individual and combined amyloidosis and tauopathy in transgenic rats by assessing the spatiotemporal progression of Alzheimer's-like amyloid and tau pathologies using biochemical and immunohistochemical methods. Extensive behavioral testing for learning and memory was also conducted to evaluate cognitive decline. Additionally, we investigated brain inflammation, neuronal cell loss, as well as synaptic plasticity through acute brain slice electrophysiological recordings and Western blotting. Evaluation of Alzheimer's-like amyloidosis and tauopathy, at the initial stages, unexpectedly revealed that the combination of amyloid pathology with the initial increment in phosphorylated tau exerted a paradoxical corrective effect on amyloid-induced cognitive impairments and led to a compensatory-like restoration of synaptic plasticity as revealed by electrophysiological evidence, compared to monogenic transgenic rats with amyloidosis or tauopathy. We discovered elevated CREB phosphorylation and increased expression of postsynaptic proteins as a tentative explanation for the improved hippocampal synaptic plasticity. However, this tau-induced protective effect on synaptic function was transient. As anticipated, at more advanced stages, the APPxhTau bigenic rats exhibited aggravated tau and amyloid pathologies, cognitive decline, increased neuroinflammation, and tau-driven neuronal loss compared to monogenic rat models of Alzheimer's-like amyloid and tau pathologies. The present findings propose that the early accumulation of phosphorylated tau may have a transient protective impact on the evolving amyloid pathology-derived synaptic impairments.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".