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Record W7056072403

Disruption of BDNF-TrkB signaling in spinocerebellar ataxia type 6

2023· dissertation· en· W7056072403 on OpenAlexfundno aff

Bibliographic record

VenueeScholarship@McGill (McGill) · 2023
Typedissertation
Languageen
FieldEngineering
TopicLaser Design and Applications
Canadian institutionsnot available
FundersMcGill University
KeywordsSpinocerebellar ataxiaMutationDiseaseSignal transductionAtaxia
DOInot available

Abstract

fetched live from OpenAlex

Spinocerebellar ataxia type 6 (SCA6) is a rare disease that currently has no cure.It is caused by a CAG expansion mutation in the CACNA1A gene that encodes a subunit of the P/Q voltage-gated calcium channel, as well as the transcription factor α1ACT.SCA6 primarily affects the cerebellum, a region of the brain that is implicated in motor coordination and other behaviours.SCA6 patients present with cerebellar atrophy and have difficulties with motor coordination.These alterations are also present in mouse models of SCA6, including the SCA6 84Q/84Q mouse model which displays motor coordination deficits and cerebellar Purkinje cell firing abnormalities at 7 months of age, as well as later cerebellar degeneration.I used the SCA6 84Q/84Q mouse model to characterize molecular changes that occur in the SCA6 cerebellum, in order to identify therapeutic targets.I found that the levels of the signaling protein brain-derived neurotrophic factor (BDNF) and its receptor Tropomyosin receptor kinase B (TrkB) were reduced in the SCA6 cerebellum.I was able to restore BDNF-TrkB signaling with two methods, both of which rescued behavioural and Purkinje cell firing deficits in SCA6 84Q/84Q mice.First I tested a program of voluntary exercise on running wheels that was able to increase BDNF levels in the cerebellum of the SCA6 84Q/84Q mice.This intervention rescued motor coordination and Purkinje cell firing deficits when the treatment was started before motor deficits became pronounced.However, as the disease progressed, the

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 score0.004
Threshold uncertainty score0.014

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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.001

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 head0.020
GPT teacher head0.245
Teacher spread0.225 · 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
Published2023
Admission routes1
Has abstractyes

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