Potassium homeostasis during disease progression of Alzheimer's disease
Bibliographic record
Abstract
Abstract Alzheimer's disease (AD) is an age‐dependent neurodegenerative disorder characterized by neuronal loss leading to dementia and ultimately death. Whilst the loss of neurons is central to this disease, it is becoming clear that glia, specifically astrocytes, contribute to the onset and progression of neurodegeneration. The role of astrocytes in maintaining ion homeostasis in the extracellular milieu is fundamental for multiple brain functions, including synaptic plasticity and neuronal excitability, which are compromised during AD and affect neuronal signalling. In this study, we measured the astrocytic K + clearance rate in the hippocampus and somatosensory cortex of a mouse model for AD during disease progression. Our results establish that astrocytic [K + ] o (extracellular K + concentration) clearance in the hippocampus is reduced in symptomatic 5xFAD mice, and this decrease is region‐specific, as no significant alterations were detected in the superficial layers of the somatosensory cortex. The decrease in the [K + ] o clearance rate correlated with a significant reduction in the expression and conductivity of Kir4.1 channels and a decline in the number of primary connected astrocytes. Moreover, astrocytes in the hippocampus of symptomatic 5xFAD mice demonstrated increased reactivity which was accompanied by an increased excitability and altered spiking profile of nearby neurons. These findings indicate that the supportive function astrocytes typically provide to nearby neurons is diminished during disease progression, which affects the neuronal circuit signalling in this area and provides a potential explanation for the increased vulnerability of neurons in AD. image Key points Astrocytic potassium clearance from the extracellular milleu is fundamental for multiple brain functions. Alterations in the clearance rate can affect the excitability and overall viability of neurons. A symptomatic mouse model for Alzheimer's disease (5xFAD) exhibits a significant decline in astrocytic K + clearance at the hippocampus, but not the somatosensory cortex. The decrease in the clearance rate correlated with a reduction in the expression and conductivity of astrocytic Kir4.1 channels and a decrease in the number of primary connected astrocytes, specifically at the stratum lacunosum moleculare layer of the CA1 region. Astrocytes in the hippocampus of symptomatic 5xFAD mice displayed increased reactivity. The excitability profile and firing patterns of neurons at the hippocampus were affected by alterations in K + homeostasis, indicating that the supportive function astrocytes typically provide to nearby neurons is diminished during progression of Alzheimer's disease.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".