Abstract A39: A newly defined role of clusterin in the formation of exosomes derived from prostate cancer cells
Bibliographic record
Abstract
Abstract Introduction: Molecular chaperones, including heat-shock proteins (Hsps), help cells cope with stress-induced protein misfolding and aggregation and play prominent roles in cellular signaling and transcriptional regulatory networks asscociated with cancer progression and treatment resistance. Clusterin (CLU) is a stress-activated cytoprotective chaperone, up-regulated in Castration Resistant Prostate Cancer (CPRC), that confers hormone and chemo-resistance. Targeting inhibition of CLU using OGX-011 enhances treatment-induced cell death therapeutic response as is currently in clinical trials of men with advanced prostate cancer. Recent studies have linked cancer with exosome formation; exosomes are 30–100 nm membrane-bound compartments secreted from normal and tumor cells. The mechanisms underlying exosome formation and secretion are not fully understood. Factors such as stage of cancer, cell type and cell cycle could affect the amount and composition of exosomes formed and secreted. Since CLU has chaperone activity with a potent ability to inhibit amorphous and fibrillar aggregation of many different proteins, we hypothesize that it can influence exosome formation and release from androgen independent PCa cells. Methods-Results: PC3 cells were seeded and grown in DMEM with 5% FBS until 70% confluency. Media was changed to 5% charcoal strip serum DMEM and finally to a serum free media for 72 hours before exosome isolation. Exosomes were purified from the conditioned media using differential centrifugation after remove cell debris and protein aggregates. Further analysis by transmission electron microscopy detected the integrity of purified exosomes and their concentration. Western blot analysis was also used to probe for different exosome markers including Actin, Tubulin, TSG 101, HSP70 and CD36. In this study, we functionally analyzed the role of Clusterin in relation to exosome formation from PC-3 PCa cells. Clusterin was knocked down in PC3 cells using siRNA, and confirmed with western blot analysis. The content of Clusterin in exosomes after knockdown remains unchanged while, in contrast, cells become Clusterin depleted. Upon Clusterin knockdown in PC3 cells we also observe a dramatic reduction in the amount of exosomes formed. Conclusion: We have found high levels of CLU in exosomes derived from PCa cells. Our data suggests that CLU may serve a role in exosome formation since knocking it down by siRNA dramatically inhibits the quantity of exosomes formed. Citation Information: Clin Cancer Res 2010;16(7 Suppl):A39
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 teacher head, 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".