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Record W7132874529

The Complicity of GABAergic Neurotransmission in Ictogenesis during Acute Hyperexcitabilty

2021· dissertation· W7132874529 on OpenAlexafffund
Michael Chang

Bibliographic record

VenueTSpace · 2021
Typedissertation
Language
FieldNeuroscience
TopicNeuroscience and Neuropharmacology Research
Canadian institutionsUniversity of Toronto
FundersNatural Sciences and Engineering Research Council of CanadaCanadian Institutes of Health ResearchEpilepsy Research Program of the Ontario Brain Institute
KeywordsGABAergicGABAA receptorNeurotransmissionOptogeneticsGABA transporterInhibitory postsynaptic potentialExcitatory postsynaptic potentialgamma-Aminobutyric acidElectrophysiology
DOInot available

Abstract

fetched live from OpenAlex

The observations of GABAergic interneurons leading the transition into seizure events is antithetical to the current framework that seizures (“ictogenesis”) manifest from excessive excitation in the brain. This study utilized optogenetic tools to investigate the paradoxical role of interneurons in mediating ictogenesis in the in vitro cortical 4-AP seizure model. It was discovered that the brief activation of GABAergic interneurons can reliably initiate ictal events in an all-or-none fashion. It was discovered that GABA-initiated ictal events were dependent on bicarbonate, likely for efflux via GABAA receptors to mediate synaptic depolarization. It was also discovered that there are multiple mechanisms to ictogenesis, co-existing at different orders of preference, in the same brain tissue. A secondary pathway to ictogenesis was dependent on K-Cl Co-transporter 2 (KCC2) activity, likely for its role in extracellular potassium accumulation which can non-synaptically depolarize surrounding neurons. Accordingly, the partial downregulation of KCC2 and carbonic anhydrase (to reduce bicarbonate regeneration) reliably thwarted ictogenesis, and most remarkably, completely restored normal activity in the in vitro 4-AP seizure model. Collectively, these findings suggest that ictogenesis can manifest from the pathologically heightened activity of GABAergic interneurons because they activate downstream GABAA receptors in parallel and cause excessive ion fluxes that result in EGABA breakdown (loss of GABA-mediated hyperpolarization) on the post-synaptic neuron. During EGABA breakdown, the subsequent activation of GABAA receptors can mediate depolarization, synaptically and non-synaptically, via downstream carbonic anhydrase and KCC2 activity. This effectively converts intrinsic feedback inhibition circuits into feedforward excitation circuits, facilitating ictogenesis. In summary, the findings in this thesis demonstrate that GABAergic interneurons are complicit in mediating ictogenesis during acute hyperexcitable conditions, such as some cases of drug-induced seizures.

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 score0.001
Threshold uncertainty score0.002

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)0.0000.000

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 head0.058
GPT teacher head0.410
Teacher spread0.352 · 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
Published2021
Admission routes2
Has abstractyes

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