Intraspecific divergence of ionoregulatory physiology in the euryhaline teleost<i>Fundulus heteroclitus</i>: possible mechanisms of freshwater adaptation
Bibliographic record
Abstract
We examined intraspecific variation in ionoregulatory physiology within euryhaline killifish, Fundulus heteroclitus, to understand possible mechanisms of freshwater adaptation in fish. Pronounced differences in freshwater tolerance existed between northern (2% mortality) and southern (19% mortality) killifish populations after transfer from brackish water (10 g l(-1)) to freshwater. Differences in Na(+) regulation between each population might partially account for this difference in tolerance, because plasma Na(+) was decreased for a longer period in southern survivors than in northerns. Furthermore, northern fish increased Na(+)/K(+)-ATPase mRNA expression and activity in their gills to a greater extent 1-14 days after transfer than did southerns, which preceded higher whole-body net flux and unidirectional influx of Na(+) at 14 days. All observed differences in Na(+) regulation were small, however, and probably cannot account for the large differences in mortality. Differences in Cl(-) regulation also existed between populations. Plasma Cl(-) was maintained in northern fish, but in southerns, plasma Cl(-) decreased rapidly and remained low for the duration of the experiment. Correspondingly, net Cl(-) loss from southern fish remained high after transfer, while northerns eliminated Cl(-) loss altogether. Elevated Cl(-) loss from southern fish in freshwater was possibly due to a persistence of seawater gill morphology, as paracellular permeability (indicated by extrarenal clearance rate of PEG-4000) and apical crypt density in the gills (detected using scanning electron microscopy) were both higher than in northern fish. These large differences in the regulation of Cl(-) balance probably contributed to the marked differences in mortality after freshwater transfer. Glomerular filtration rate and urination frequency were also lower in southerns. Taken together, these data suggest that northern killifish are better adapted to freshwater environments and that minimizing Cl(-) imbalance appears to be the key physiological difference accounting for their greater freshwater tolerance.
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How this classification was reachedexpand
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 | 0.000 | 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) | 0.000 | 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 teacher head, 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".