Identification of the Polyhydroxybutyrate Granules in Mammalian Cultured Cells
Bibliographic record
Abstract
Poly-3-hydroxybutyrate (PHB) is a biological polyester present in bacteria and eukaryotic cells. Long-chain (or storage) sPHB (up to 100,000 residues) is typically present in PHB-accumulating bacteria and localized in specialized granules known as carbonosomes. In these organisms, sPHB plays a major role as carbon and energy storage. On the other hand, short-chain (or complexed) cPHB (10-100 residues) is present in eukaryotic organisms, including mammals as well as in many bacteria. Previous studies indicated that cPHB is localized in various subcellular compartments of the eukaryotic organisms. Here, we used fluorescent microscopy to directly investigate the localization of PHB in mammalian cells. PHB was visualized in cultured U87 cells using fluorescent probe BODIPY 493/503. Specificity of PHB staining was confirmed by markedly decreased fluorescence of samples treated with PHB-specific depolymerase (PhaZ7). We found that PHB is associated with granules, and that these PHB-enriched granules do not co-localized with mitochondria, lysosomes, or endoplasmic reticulum. These results suggest that, in mammalian cells, PHB can accumulate in the cytoplasm in granules similar to 'energy storage' carbonosomes found in PHB-accumulating bacteria.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".