P4–057: ABCG1/ABCG4–mediated cellular cholesterol efflux affects β–and γ–secretase activities and β–amyloid production in N2a cells
Bibliographic record
Abstract
Aβ is a product derived from sequential proteolytic cleavage of β–amyloid precursor protein (APP) by β–and γ–secretases, while cleavage of APP by α–and γ–secretases does not yield Aβ. Since β–and γ–secretases are located in cholesterol–rich lipid rafts of cell membrane and α–secretase is located in phospholipid–rich domains of cell membrane, the activities of these secretases and APP processing may be subject to the changes of cholesterol or/and phospholipids in cellular membrane. A group of ATP–binding cassette (ABC) transporters are known to transport and regulate cholesterol and phospholipids in cells, such as ABCA1, ABCG1 and ABCG4. These transporters can mediate efflux of cholesterol and phospholipids from cell membrane to high–density lipoproteins (HDL). ABCG1 and ABCG4 are primarily expressed in the brain and can form homodimer or heterodimer to function. We have studied the roles of ABCG1/ABCG4 and cholesterol in the regulation of β–and γ–secretase activities for Aβ production and demonstrated that: 1) Cholesterol assays revealed that the level of cholesterol was significantly higher in AD than in age–matched non–demented (ND) control brain samples. 2) In vitro assays demonstrated that the activities of β–and γ–secretases were significantly higher in AD than in ND brain samples, which correspond to higher levels of cholesterol and Aβ deposition in AD brain samples. 3) ABCG1 and ABCG4 are highly expressed in normal human brain samples. However, real–time Q–PCR and Western blots showed that ABCG1 and ABCG4 were down–regulated at the protein and mRNA levels, respectively, in AD compared to ND brain samples. 4) Human ABCG1 and ABCG4 genes were cloned and their overexpression in neuroblastoma N2a cells–transfected with APP increased cellular cholesterol efflux to HDL by cholesterol efflux assays and significantly decreased cellular cholesterol levels compared to empty vector–transfected cells. 5) Reduced cellular cholesterol mediated by ABCG1/ABCG4 efflux significantly decreased β–and γ–secretase activities and Aβ production in N2a cells. These results suggest that higher cholesterol levels correlate well with higher β–and γ–secretase activities and Aβ deposition in AD compared to ND brain samples and that ABCG1/ABCG4–mediated cholesterol efflux to HDL is an important factor affecting cellular cholesterol that regulates β–and γ–secretase activities for Aβ production.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.003 |
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.
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".