Context-dependent relationships between metabolism and behavior across temperature acclimations in sheepshead minnows (Cyprinodon variegatus)
Data files
Dec 05, 2025 version files 17.35 GB
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2023_minnows_TempAccl_RespBehaviorPC_Aug2025.csv
7.38 KB
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2023_MinnowsTempAccl_Mitochondria.csv
6 KB
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Cortisol_Data.csv
344 B
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oft.zip
1.90 GB
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README.md
5.80 KB
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scot.zip
2.99 GB
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soc_control.zip
6.36 GB
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soc_warm_acclimated.zip
6.10 GB
Abstract
Marine fish are able to cope changes in their environment through altering their physiology and behaviour. Among environmental stressors, thermal stress is particularly relevant for fish because increased temperature leads to elevated baseline metabolic costs and also has known impacts on behavior. Whether behavioral and physiological responses to warming are linked has become a major area of interest within the broader study of animal behavior. The Performance Model provides a conceptual framework linking metabolism and behavior such that individual differences in baseline metabolic demand influence behavioral expression specifically related to acquiring resources that support metabolic machinery. Thus, under warming, increased energy demand should lead to increased risk-taking and lower behaviours that deter predation (e.g., shoaling and scototaxis). Alternatively, behavior related to risk-taking has been linked to differences in physiological stress, particularly cortisol. On this background, our objective was to assess behavioral and metabolic responses to warming and the relationship between behaviour and metabolic rate across two temperatures in an estuarine model teleost, the sheepshead minnow (Cyprinodon variegatus). Fish were acclimated to 22°C or 32°C for 14-days and standard metabolic rate (SMR) was measured. A separate group of fish were acutely raised to 32°C following acclimation at the control temperature. Each fish subsequently tested in a series of behavioural assays to assess activity, exploration, sociability, and anxiety-like behavior. As anticipated, warmer temperatures increased in SMR and increased activity while reducing anxiety-like behavior. However, relationships between behavior and metabolism were present only in control conditions and dissipated under the warming. We sought to explain differences in behavioral-metabolic patterns across the two temperatures through mitochondrial performance and baseline cortisol. We argue that the behavioral-metabolic relationships are sensitive to context and environmental factors need to be considered when exploring the intersection between behavior and physiology.
Dataset DOI: 10.5061/dryad.41ns1rnt6
Description of the data and file structure
These data were used to assess relationships between behavior and metabolism among fish acclimated to 22 degrees C or 32 degrees C. We additionally aimed to explore these relationships with an assessment of brain mitochondrial respirometry and baseline cortisol analysis. Multiple datasets are included for behavior and whole-body respiration, mitochondrial respiration, and baseline cortisol.
Files and variables
File: 2023_minnows_TempAccl_RespBehaviorPC_Aug2025.csv
Description: Behavior and metabolic data across two temperature acclimations (22 and 32 degrees Celsius). Blank wells indicate missing data. Note that individuals in the acute treatment (acutely transferred from the control temperature to the warm temperature during respirometry) were not tested for behavior.
Variables
- fishID: individuals
- treatment: warm-acclimated, control temperature acclimated, acutely transferred from control temperature to the warm temperature
- sex: male or female
- resp_mass: mass in grams of the fish at the time of respirometry
- mass_start: mass in grams of the fish at the beginning of the acclimation window
- mass_end: mass in grams of the fish following the last experimental assay
- TL_end: total length (cm) following the final assay
- SL_end: standard length (cm) following the final assay
- SMR: standard metabolic rate
- RMR: routine metabolic rate
- prop_shoal: proportion of total trial time a fish spent within 2-cm of a shoal of five mix-sex conspecifics during a sociability assay
- black_prop: proportion of total trial time that a fish spent in the black half of the scototaxis assay
- oft_active_percTime: percentage of time spent active in the open field test
- prop_oft_thig: percentage of time spent within 2-cm of the tank walls during the open field test
- prop_plant: percentage of time spent with a plastic aquarium plant during the sociability assay
- PC1: composite behavior scores for individuals following principal component analysis for the first principal component
- PC2: composite behavior scores following principal component analysis for the second principal component
- scaled SMR: standard metabolic rate scaled using a scaling exponent of 0.89
File: 2023_MinnowsTempAccl_Mitochondria.csv
Description: Mitochondrial data for fish acclimated to control (22 degrees C) and warm (32 degrees C) temperatures.
Variables
- fishID: individual
- treatment: warm or control acclimation
- sex: male or female
- Start (Complex I - LEAK State): Oxygen flux (pmol/s/mg) accounting for proton leak in the presence of reducing substrates but not ADP.
- Complex I + ADP (PHOS State): Complex I induced oxygen flux (pmol/s/mg) measured with the addition of ADP.
- Cytochrome C (Membrane Integrity)
- Succinate (CI+CII / PHOS State): Oxygen flux (pmol/s/mg) measured after the activation of Complex II with the addition of succinate.
- OXPHOS: The maximum oxygen consumption (pmol/s/g) linked with the oxidation of substrates that transfer electrons to oxygen. This process chemiosmotically drives the production of ATP.
- LEAK: Oxygen consumption (pmol/s/mg) following oligomycin-induced inhibition of ATP synthase. Oxygen consumption at this state is not coupled with the production of ATP.
- Rotenone (Inhibit CI): Oxygen consumption (pmol/s/mg) after the inhibition of Complex I with the addition of rotenone).
- Antimycin A (Inhibit CIII / ROX): Background cellular oxygen consumption (pmol/s/mg) measured after the inhibition of Complex III with antimycin A.
- Coupling (LEAK/OXPHOS): An efficiency measure calculated as the ratio of oligomycin-induced leak to OXPHOS.
- Complex I Coupled (CI/OXPHOS): The contribution of Complex I to OXPHOS taken as the ratio of Complex 1 to OXPHOS.
- OXPHOS Capacity (OXPHOS-LEAK): The difference between OXPHOS and LEAK measures (pmol/s/mg) indicating the mitochondrial capacity for oxygen consumption--coupled with ATP production--above leak respiration.
- RCR: An efficiency measure taken as the ratio of OXPHOS to oligomycin-induced LEAK respiration.
- OXPHOS CE: The OXPHOS control efficiency is calculated as (OXPHOS - LEAK)/OXPHOS.
File: Cortisol_Data.csv
Description: Fish were acclimated for 2 weeks at control (22 degrees Celsius) or warm (32 degrees Celsius) conditions. Baseline cortisol measures were taken from plasma and assessed with an ELISA assay.
Variables
- treatment: Indicates control or warm-acclimated treatments.
- cortisol: The baseline cortisol in ng/mL
Behavioral videos
File: oft.zip
Description: Open field tests for control and warm-acclimated fish. Video files are labelled with the fish identification number and assay.
File: scot.zip
Description: Scototaxis videos for control and warm-acclimated fish. Video files are labelled with the fish identification number and the assay name.
File: soc_control.zip
Description: Sociability assay videos for control fish. This assay is run in two 10-minute halves, in between which the conspecific shoal is transferred to the opposite side of the tank. Video files are labelled with the fish identification number and the assay name, along with "a" or b" to indicate trial half.
File: soc_warm_acclimated.zip
Description: Sociability assay videos for warm-acclimated fish. Each file is named with the fish ID, assay type, and the half of the assay (a or b).
Code/software
All data were analyzed in RStudio (version 2023.03.0+386) with lme4, betareg, FSA, stats, and car packages.
