Intraspecific variation in the bony traits and elemental phenotype of a marine and freshwater fish
Data files
Jun 10, 2026 version files 358.71 KB
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Cowichan_Data.xlsx
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measure.basic.jpg
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README.md
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Abstract
Fishes affect aquatic nutrient cycling both by storing important nutrients for long periods and by releasing bioavailable nutrients in their wastes. Evolution of nutrient-rich traits impacts these processes both by increasing nutrient storage in the body and by altering dietary nutrient acquisition and nutrient release in wastes. In this study, we evaluate how evolution of bone, a phosphorus (P) rich trait, influences P uptake, storage, and release by threespine stickleback (a well-known model species for bone evolution).
We analyzed how intraspecific bone variation along an environmental gradient affected the P-specific elemental phenotype of stickleback (i.e., nutrient acquisition from the diet, nutrient absorption in the gut, nutrient assimilation into tissues, nutrient storage in tissues, and nutrient excretion and egestion). We measured these traits in 5 stickleback populations within a single drainage. We hypothesized that those with more bone would store more P in their bodies and so would need to compensate for increased P demands by increasing dietary P intake or intestinal P absorption. We therefore predicted that increasing bone content would increase dietary P intake, whole-body %P, and P absorption but would decrease P egestion and P excretion.
Contrary to our predictions, we found that although increasing bone content increased whole-body %P, bone content did not clearly impact diet, absorption, or egestion. Furthermore, P excretion actually increased with whole-body %P, contradicting the fundamental predictions of ecological stoichiometry. We also found that although P egestion was unrelated to whole-body %P, all stickleback showed higher fecal %P than expected, suggesting their demand is relatively low. Our results instead suggested that stickleback absorb relatively more C and N in their guts. These effects varied depending on site conditions and sex.
Our results suggest that bone content increases whole-body %P without increasing overall P demand, perhaps decoupling whole-body %P and P release in wastes. This potentially makes bonier vertebrates an important source of recycled P. Our overall findings therefore support the vertebrate bone hypothesis but counters the traditional predictions of ecological stoichiometry.
https://doi.org/10.5061/dryad.6m905qg99
Description of the data and file structure
We collected stickleback from five populations in the Cowichan drainage and measured their morphological characteristics, some bone characteristics, and the phosphorus (P) content of bodies, bones, diet, and wastes. We also measured excretion in a subset of individuals. See our methods for details on how we did this.
Files and variables
File: Cowichan_Data.xlsx
Description: This dataset contains data on 246 stickleback from the Cowichan drainage in 2022-2023. We have marked missing values with "NA." There are two tabs. "Dataset" contains all the data detailed below. "Metadata" details the meaning of all variables.
Variables:
| Heading | Meaning | Measurement | Units or values |
|---|---|---|---|
| Year | Year sampled | NA | 2022, 2023 |
| Site name | Cowichan waterbody sampled | NA | Bear Lake, Cowichan Lake, Mesachie Lake, Cowichan River, Cowichan Estuary |
| Sub-site | Specific sampling site | NA | BEAR (Bear Lake), MES (Mesachie Lake), COW1 (Cowichan Lake), COW2 (Cowichan Lake), COWR (Cowichan River), COWR2 (Cowichan River), COWE (Cowichan Estuary), COWE2 (Cowichan Estuary) |
| Temperature | Water temperature at sub-site | NA | °C |
| Waterbody type | Type of waterbody | NA | Lake, River, Estuary |
| Sex | Sex of individual fish (Identified via gonadal identification) | NA | Male, Female |
| Lateral plate number | Number of lateral plates | NA | Count |
| Lateral plate phenotype | Lateral plate phenotype of each fish | NA | Low-plated (anterior plates only); Partially plated (anterior plates + caudal keel); Fully plated (full complement of plates) |
| Wet mass (g) | Fresh mass of individual fish | NA | g |
| Dry mass (g) | Dry mass of individual fish | NA | g |
| Pelvic girdle dry mass (mg) | Dry mass of pelvic girdle | NA | mg |
| Proportion pelvic girdle | Proportion of whole-body dry mass made up of pelvic girdle | Pelvic mass / Whole-body dry mass | Proportion |
| Whole-body %P | Whole-body %P, averaged from two measurements | NA | % |
| Lateral plate %P | Lateral plate %P (from plate 7) | NA | % |
| Pelvic girdle %P | Pelvic girdle %P | NA | % |
| Total length (mm) | Length from snout to end of tail | NA | mm |
| Standard length (mm) | Length from snout to base of caudal peduncle | Measurement method (image) | mm |
| Pelvic girdle length (mm) | Length of pelvic girdle | Measurement method (image) | mm |
| Pelvic spine length (mm) | Length of pelvic spine | Measurement method (image) | mm |
| Foregut %P | %P of foregut contents | NA | % |
| Hindgut %P | %P of hindgut contents | NA | % |
| Hindgut %P/Foregut %P | Ratio of hindgut to foregut contents | Hindgut %P/Foregut %P | Ratio |
| Digestion ratio | Ln-transformation of hindgut/foregut | NA | Ln(ratio) |
| P excretion (ug/min) | Raw P excretion rate of fish (not mass-corrected) | μg of P produced by fish in water / 120 minutes | μg/min |
| N excretion (ug/min) | Raw N excretion rate of fish (not mass-corrected) | μg of N produced by fish in water / 120 minutes | μg/min |
| Head length (mm) | Head length | Measurement method (image) | mm |
| Eye diameter (mm) | Eye diameter | Measurement method (image) | mm |
| Snout length (mm) | Snout length | Measurement method (image) | mm |
| Jaw length (mm) | Jaw length | Measurement method (image) | mm |
| Head depth (mm) | Head depth | Measurement method (image) | mm |
| Body depth (mm) | Body depth | Measurement method (image) | mm |
| Dorsal spine length (mm) | Dorsal spine length | Measurement method (image) | mm |
| Gape width (mm) | Gape width | Measurement method (image) | mm |
| Gut length (mm) | Length of intestine | Length of intestine, from stomach sphincter to anus | mm |
Code/software
This file was made with Excel.
Access information
Other publicly accessible locations of the data:
- NA
Data was derived from the following sources:
- NA
We collected stickleback from five populations in the Cowichan drainage and measured their morphological characteristics, some bone characteristics, and the P content of bodies, bones, diet, and wastes. We also measured excretion in a subset of individuals.
- Morphology: We measured stickleback morphology using the methods used by Durston and El-Sabaawi (2018). See: https://doi.org/10.1111/1365-2435.12919
- We measured %P using the acid-molybdate method.
- We measured excretion using incubation methods (2h incubation time). See: https://aslopubs.onlinelibrary.wiley.com/doi/abs/10.4319/lom.2009.7.1
- We measured foregut %P and hindgut %P using foregut-hindgut analyses. See: https://aslopubs.onlinelibrary.wiley.com/doi/10.1002/lom3.10516#
- We estimated bone mineral content with the proxy "bone %P."
