Hemocyanin controls <i>Vibrio</i> levels in hemolymph by modulating intracellular ROS via p38 MAPK
Why this work is in the frame
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Bibliographic record
Abstract
Redox reactions are essential for various biological processes, hence, maintaining redox homeostasis is critical for cellular health and host–microbe interactions, particularly in marine invertebrates, where these processes remain poorly understood. This study investigates the role of the respiratory protein hemocyanin in regulating redox-related genes, reactive oxygen species (ROS) levels in shrimp hemocytes, and its influence on immune function and hemolymph Vibrio abundance. Our results show that hemocyanin is crucial in the regulation of the redox system, as hemocyanin knockdown disrupts the expression of antioxidant (PvPOD and PvGPX) and pro-oxidant (PvXOX) genes and redox enzyme activities, leading to elevated ROS levels in hemocytes. Additionally, we found that hemocyanin controls redox homeostasis in hemocytes through the p38-MAPK-c-Jun signaling pathway. Moreover, ROS levels regulated by hemocyanin via the MAPK pathway impacted on hemolymph Vibrio spp. abundance. These findings highlight a crucial role of hemocyanin as an antioxidant that modulates redox balance in shrimp hemocytes, with significant implications for immune defense and microbial homeostasis, offering new insights into antioxidative mechanisms in marine invertebrates.
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it