Phloridzin docosahexaenoate, a novel polyphenolic derivative, is cytotoxic to canine osteosarcoma D17 cells
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Canine osteosarcoma (OSA) is the most common form of bone cancer diagnosticated in dogs and is highly metastatic. There has been limited advancement in discovering an effective treatment for OSA in the last few decades. The major drawback of the currently used chemotherapeutic drugs is their side effects. In this preliminary study, we investigated the efficacy of using a novel food-derived drug, phloridzin docosahexaenoate (PZ-DHA), in the treatment of canine OSA in vitro. PZ-DHA was selectively cytotoxic to canine OSA D17 cells, while normal human liver cells (WRL68) were more resistant. We also found that PZ-DHA had enhanced cellular uptake in D17 cells compared to its precursors and in WRL68 cell line. This study provides preliminary evidence that PZ-DHA needs to be further assessed as a safe and efficacious new drug in the treatment of both canine and human OSA.
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.
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 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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 it