Melatonin improves the survival of cryopreserved callus of <i>Rhodiola crenulata</i>
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Bench or experimentalConsensus signal: Bench or experimental
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.087
- Threshold uncertainty score
- 0.305
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.325 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
An important aspect of the function of melatonin seems to be the mediation of stress caused by environmental and chemical factors. In the cryopreservation process, environmental changes including osmotic injury, desiccation, and low temperature can impose a series of stresses on plants. In this study, we evaluated the role of melatonin in stress protection during the process of cryopreservation using callus of an endangered plant species Rhodiola crenulata. The survival rate of the cryopreserved callus significantly increased when the callus was pretreated for 5 days with 0.1 μm melatonin prior to freezing in liquid nitrogen. Analysis of antioxidative activity following the pretreatment of callus with 0.1 μm melatonin showed a significant reduction in malondialdehyde production during various steps of cryopreservation. Enhanced peroxidase and catalase activity was observed in the callus after pretreatment with 0.1 μm melatonin compared to the control. These observations provide new evidence of the antioxidant/anti-stress function of melatonin, and it is the first report of its potential application in the preservation of elite endangered germplasm through the process of cryopreservation.
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.
The record
- Venue
- Journal of Pineal Research
- Topic
- Medicinal Plants and Bioactive Compounds
- Field
- Biochemistry, Genetics and Molecular Biology
- Canadian institutions
- University of Guelph
- Funders
- not available
- Keywords
- MelatoninCallusCryopreservationCatalaseMalondialdehydeBotanyOxidative stressBiologyAntioxidantChemistryHorticultureBiochemistryEndocrinologyCell biologyEmbryo
- Has abstract in OpenAlex
- yes