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Record W4210423179 · doi:10.1002/alz.054136

Longitudinal assessment of [<sup>18</sup>F]FDG‐PET in the TgF344‐AD rat

2021· article· en· W4210423179 on OpenAlexaff
Andréia Silva da Rocha, Pâmela C.L. Ferreira, Bruna Bellaver, Guilherme G. Schu Peixoto, Gianina Teribele Venturin, Samuel Greggio, Jaderson Costa da Costa, Diogo O. Souza, Eduardo R. Zimmer

Bibliographic record

VenueAlzheimer s & Dementia · 2021
Typearticle
Languageen
FieldMedicine
TopicAlzheimer's disease research and treatments
Canadian institutionsMcGill University
Fundersnot available
KeywordsNeurodegenerationPathophysiologyPonsInternal medicineEndocrinologyMedicineNeuroscienceDiseasePsychologyPathology

Abstract

fetched live from OpenAlex

Abstract Background The development and characterization of biomarkers abnormalities in Alzheimer’s disease (AD) animal models is particularly important for the investigation of pathophysiological mechanisms and drug development. With this is mind, here, we aimed at characterizing the brain glucose metabolism, indexed by [18F]FDG‐microPET, of the TgF344‐AD rat, a model harboring human APP/PS1 mutations. We hypothesized early hypometabolism ‐ due to astrocyte reactivity and microglial activation ‐ followed by hypometabolism in later stages – due to neurodegeneration. Method Hemizygous TgF344‐AD rats and their sex‐matched wild type littermates (n=16) were evaluated in three time points: 3, 6 and 9 months of age. Rats underwent [18F]FDG‐microPET for brain glucose metabolism analysis (SUVr, using the pons as reference region). Locomotor activity and spatial memory were assessed using Open‐Field and and Y‐maze tests, respectively. Result TgF344‐AD animals showed no differences in [18F]FDG‐microPET analysis in any of the ages analyzed (Figure A). On the other hand, a decline on their performance in the Y‐maze task was identified at the 9 months time point (p = 0.0132), suggesting a decline in their spatial memory at this age (Figure B). No differences were identified on the parameters analyzed in the Open Field task. Conclusion This study is the first to investigate the in vivo brain glucose metabolism in the TgF344‐AD rat model. Our preliminary results suggest that, in comparison to age and sex‐matched littermates, this APP/PS1 rat model does not present relevant changes in the brain glucose metabolism at early stages, even in the presence of detectable cognitive decline.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.056
GPT teacher head0.362
Teacher spread0.306 · 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

Citations3
Published2021
Admission routes1
Has abstractyes

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