Gill evolution in Neotropical electric fishes: Comparative phylogenetic evidence for hypoxia‐driven adaptation
Bibliographic record
Abstract
Abstract Tropical freshwater fishes are often exposed to hypoxia, which limits aerobic metabolism and drives the evolution of diverse physiological, behavioural and morphological adaptations. In species from chronically hypoxic habitats, gill morphology is frequently modified through traits that increase branchial surface area. However, the adaptive basis of these traits and the evolutionary origins of hypoxia tolerance remain poorly understood, partly because few studies have examined species‐rich clades in a phylogenetic context. The Neotropical electric knifefish family Hypopomidae, which inhabits environments with a broad range of dissolved oxygen (DO) conditions, represents an ideal model for examining respiratory adaptations to DO variability. Using phylogenetic comparative methods, we examined correlations between environmental DO and gill morphology in 27 species, focussing on three independently varying traits associated with branchial surface area: mean filament length (MFL), mean hemibranch length (MHL) and total filament number (TFN). Species specialized to hypoxic habitats exhibited significantly greater MFL (but not MHL or TFN) after phylogenetic corrections, supporting an adaptive basis for increased gill filament length. In contrast, species specialized to normoxic habitats had lower MFL, likely reflecting trade‐offs involving the energetic costs of gill development, functional constraints from adjacent morphological structures or physiological limitations. Many hypopomid species are eurytopic, with demes inhabiting both normoxic and hypoxic habitats. Like species specialized to hypoxic systems, hypoxia‐tolerant demes exhibit elevated MFL, but not MHL or TFN, suggesting a shared pathway for hypoxia tolerance across different evolutionary scales. Ancestral state reconstructions indicate that ancestors with lower MFL occupied normoxic environments, whereas those with elevated MFL likely evolved in hypoxic systems. A marked transition to greater MFL, accompanied by a simultaneous shift in ancestral habitat, occurs at the base of the Brachyhypopomus beebei group. The emergence of hypoxia tolerance and the onset of diversification in the B. beebei group occurred approximately 4 Ma, coincident with a Pliocene expansion of seasonally hypoxic Amazon whitewater floodplains—likely driven by increased Andean sedimentation during the Amazon's transition to its modern transcontinental course. Our findings highlight how environmental changes shaped by ancient geological events can drive ecomorphological innovation, potentially accelerating species diversification. Read the free Plain Language Summary for this article on the Journal blog.
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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) | 0.001 | 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 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".