Biochemical Impact Of Prolonged Starvation On Clarias Batrachus: A Comparative Study Of Liver, Ovary, And Testis
Bibliographic record
Abstract
Starvation poses a significant challenge to organisms, impacting their physiological and biochemical functions. This study investigates the effects of prolonged starvation on the level of protein content in the liver and gonads of Clarias batrachus, a fish species known for its ability to adapt to extended periods without food. Over a 40-day starvation period, we measured protein levels at 10-day intervals to understand the biochemical responses to nutrient deprivation. Our results reveal a gradual decrease in protein content across all examined tissues, with the liver showing the highest depletion, followed by the ovaries and the testes. The observed protein reduction is likely due to enhanced gluconeogenesis, inhibited RNA synthesis, and increased rates of deamination and transamination. These findings highlight the differential tissue responses to starvation and provide insights into the adaptive mechanisms employed by Clarias batrachus to survive in nutrient-scarce environments.
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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 | 0.000 |
| 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 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".