MétaCan
Menu
← Back to cohort
Record W3011343793

Characterization of Mice with Altered Dopamine Transporter and Vesicular Monoamine Transporter 2 Levels

2017· dissertation· W3011343793 on OpenAlexaff
Shababa T. Masoud

Bibliographic record

VenueTSpace · 2017
Typedissertation
Language
FieldArts and Humanities
TopicHermeneutics and Narrative Identity
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsDopamine transporterMonoamine neurotransmitterVesicular monoamine transporterDopamineTransporterVesicular monoamine transporter 2ChemistryPharmacologyNeuroscienceBiologyBiochemistrySerotoninDopaminergic
DOInot available

Abstract

fetched live from OpenAlex

Dopamine is a key neurotransmitter that regulates motor coordination and dysfunction of the dopamine system gives rise to Parkinsonâ s disease. Nigrostriatal dopamine neurons are vulnerable to various genetic and environmental insults, suggesting that these cells are inherently at-risk. A cell-specific risk factor for these neurons is the neurotransmitter, dopamine itself. If intracellular dopamine is not appropriately sequestered into vesicles, it can accumulate in the cytosol. Cytosolic dopamine is highly reactive and can trigger oxidative stress, leading to cellular toxicity. Cytosolic dopamine levels are modulated by the plasma membrane dopamine transporter (DAT) that takes up dopamine from the extracellular space, and the vesicular monoamine transporter 2 (VMAT2) that stores dopamine into vesicles. In this thesis, we altered DAT and VMAT2 levels to investigate the detrimental consequences of potentially amplifying cytosolic dopamine in transgenic mice. Project 1 focused on selective over-expression of DAT in dopaminergic cells of transgenic mice (DAT-tg). DAT-tg mice displayed phenotypes of dopaminergic damage: increased dopamine-specific oxidative stress, L-DOPA-reversible fine motor deficits and enhanced sensitivity to toxicant insult, suggesting that increasing DAT-mediated dopamine uptake is detrimental for dopamine cells. As an extension of Project 1, Project 2 focused on mice that simultaneously over-express DAT and under-express VMAT2 (DAT-tg/VMAT2-kd mice). These animals were hypothesized to demonstrate exacerbated dopaminergic toxicity due to buildup of cytosolic dopamine caused by increased uptake and decreased packaging. While DAT-tg/VMAT2-kd mice displayed detrimental phenotypes (poor survival, decreased body weight, reduced dopamine tissue content and release) and compensatory changes (increased dopamine receptors and metabolism), they did not show dopamine cell loss. This is due to unexpected loss of phenotypes in DAT-tg mice from a new colony that no longer displayed dopaminergic neurodegeneration. Thus, instead of Parkinsonian behavior, DAT-tg/VMAT2-kd mice showed novel phenotypes such as hyperactivity and improved fine-motor and cognitive skills compared to other genotypes. DAT-tg/VMAT2-kd mice were also highly sensitive to amphetamine-induced locomotion. Hence, in the absence of neurodegeneration, altered DAT and VMAT2 levels produced unique behavioral changes in DAT-tg/VMAT2-kd mice, shedding light on the complex function of the dopamine system. Collectively, these studies demonstrate how perturbations in dopamine compartmentalization can impact dopamine homeostasis and behavior.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.007
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0030.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0070.003

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 head0.029
GPT teacher head0.277
Teacher spread0.247 · 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
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueTSpace→Same topicHermeneutics and Narrative Identity→French-language works237,207→