MétaCan
Menu
← Back to cohort
Record W7116917054 · doi:10.1002/alz70855_099587

Characterization of Cholinergic System Dysregulation in the McGill‐R955‐hTau Rat Model of Human‐Like Tauopathy

2025· article· en· W7116917054 on OpenAlexaffabout
Quentin Bonomo, Sonia Do Carmo, Claudio A. Cuello

Bibliographic record

VenueAlzheimer s & Dementia · 2025
Typearticle
Languageen
FieldMedicine
TopicAlzheimer's disease research and treatments
Canadian institutionsMcGill University
Fundersnot available
KeywordsTauopathyCholinergicRat modelCholinergic systemAtrophyCholinergic neuron

Abstract

fetched live from OpenAlex

BACKGROUND: Alzheimer's disease (AD), the most prevalent tauopathy, affects 6.7 million individuals aged 65 and older. While the retrograde atrophy of the basal forebrain cholinergic system is well-documented in AD patients and amyloidosis-based rodent models, the specific role of Tau pathology in cholinergic neurodegeneration remains poorly understood. This study utilized the McGill-R955-hTau rat model, which closely mirrors human-like tauopathy, to investigate the extent to which brain tauopathy contributes to cholinergic system dysregulation in the absence of brain amyloidosis. METHODS: Female and male 20-month-old homozygous transgenic and Wild-type (WT) rats were utilized. At this time-point, transgenic rats display Tau misfolding and aggregation into neurofibrillary tangle-like inclusions leading to cognitive impairments, brain atrophy, neuronal degeneration and gliosis. To assess the density of cholinergic terminations, varicosities expressing the vesicular acetylcholine transporter (VAChT) were quantified in the parietal cortex via immunohistochemistry. Given that the phenotypic maintenance of cholinergic neurons is regulated by the endogenous nerve growth factor (NGF), we further investigated key proteins of the NGF metabolic pathway using Western Blot and Enzyme-Linked Immunosorbent Assay. RESULTS: Immunohistochemistry analyses point to a reduction in VAChT immunoreactive varicosities in McGill-R955-hTau transgenic rats compared to WT controls, indicating diminished cholinergic innervation in the cortex. Compared to WT littermates, transgenic rats also exhibited significantly reduced levels of mature NGF, underscoring a compromised trophic support necessary for the phenotypic maintenance of cholinergic neurons. In line with the above, proNGF and Neuroserpin levels were elevated in the Tau transgenic rats relative to WT controls, suggesting impaired conversion of proNGF into mature NGF. CONCLUSION: The McGill-R955-hTau rat model demonstrates cholinergic dysfunction at advanced stages of brain tauopathy, independent of amyloidosis. Our findings highlight a tau-mediated cholinergic synaptic loss and an accelerated dysregulation of the NGF metabolic pathway previously linked only to amyloidosis or neuroinflammation. These findings offer a further insight into the mechanistic relationship between tauopathy and cholinergic system atrophy in the progression of AD pathology.

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.033
GPT teacher head0.304
Teacher spread0.271 · 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 designBench or experimental
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 routes2
Has abstractyes

Explore more

Same venueAlzheimer s & Dementia→Same topicAlzheimer's disease research and treatments→French-language works237,207→