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Record W4401326009 · doi:10.47611/jsrhs.v13i1.6191

The Role of Astrocytes in the Relationship Between Amyloid-ß Accumulation and Synaptic Dysfunction in Alzheimer’s Disease

2024· article· en· W4401326009 on OpenAlexaff
Afsheen Fatima, Arij Daou

Bibliographic record

VenueJournal of Student Research · 2024
Typearticle
Languageen
FieldMedicine
TopicAlzheimer's disease research and treatments
Canadian institutionsDiscovery Air (Canada)
Fundersnot available
KeywordsNeuroscienceDiseaseAmyloid (mycology)DementiaNeurotransmissionAlzheimer's diseaseSynapseSenile plaquesSynaptic plasticityBiologyMedicinePathologyInternal medicineReceptor

Abstract

fetched live from OpenAlex

Alzheimer’s disease is a progressive neurodegenerative disorder and is the most common cause of dementia worldwide. The disease is characterized by the accumulation of Amyloid-ß plaques, aggregation of tau protein resulting in neurofibrillary tangles, and the dysfunction of neuronal synapses, all of which lead to cognitive impairment and memory loss. Although previous research has focused more on the neuronal aspect of Alzheimer’s disease, recent research has implicated the role of glial cells, most notably astrocytes, to have a significant impact on the disease’s pathogenesis. Astrocytes are the most abundant type of glial cell in the central nervous system and are important in maintaining neuron homeostasis through their various functions in gliotransmission, phagocytosis, and synaptic regulation. The main objective of this review is to examine the role of astrocytes in Alzheimer's disease, specifically in the relationship between Amyloid-ß accumulation and synaptic dysfunction. After reviewing the literature, it can be concluded that Amyloid-ß accumulation induces several changes in astrocytic functions that promote the malfunction of synaptic transmission, thus resulting in synaptic dysfunction in Alzheimer’s Disease. As there has been no cure or highly efficient treatment for Alzheimer’s disease thus far, further research into the role of astrocytes in the relationship between Amyloid-ß accumulation and synaptic dysfunction in the disease could provide alternative pathways and targets for therapeutic treatment.

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: none
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)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
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 head0.212
GPT teacher head0.474
Teacher spread0.262 · 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

Citations1
Published2024
Admission routes1
Has abstractyes

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