Assessing variation in faecal glucocorticoid concentrations in gray whales exposed to anthropogenic stressors

Author:

Pirotta Enrico1ORCID,Fernandez Ajó Alejandro2,Bierlich KC2,Bird Clara N2,Buck C Loren3,Haver Samara M45,Haxel Joseph H6,Hildebrand Lisa2,Hunt Kathleen E7,Lemos Leila S8ORCID,New Leslie9,Torres Leigh G2

Affiliation:

1. University of St Andrews Centre for Research into Ecological and Environmental Modelling, , The Observatory, Buchanan Gardens, St Andrews, Fife, Scotland KY16 9LZ, UK

2. Oregon State University Geospatial Ecology of Marine Megafauna Lab, Marine Mammal Institute, Department of Fisheries, Wildlife and Conservation Sciences, , 2030 SE Marine Science Drive, Newport, OR 97365, USA

3. Northern Arizona University Department of Biological Sciences, , 617 S. Beaver St., Flagstaff, AZ 86011, USA

4. Oregon State University Cooperative Institute for Marine Ecosystem and Resources Studies, , 2030 SE Marine Science Drive, Newport, OR 97365, USA

5. Oregon State University Department of Fisheries, Wildlife, and Conservation Sciences, , 104 Nash Hall, Corvallis, OR 97331, USA

6. Coastal Sciences Division Pacific Northwest National Laboratory, , 1529 W. Sequim Bay Rd., Sequim, WA 98362, USA

7. George Mason University Smithsonian-Mason School of Conservation & Department of Biology, , 1500 Remount Rd, Front Royal, VA 22630, USA

8. Florida International University Institute of Environment, , 3000 NE 151st St, North Miami, FL 33181, USA

9. Ursinus College Department of Mathematics, Computer Science and Statistics, , 601 E Main St, Collegeville, PA 19426, USA

Abstract

Abstract Understanding how individual animals respond to stressors behaviourally and physiologically is a critical step towards quantifying long-term population consequences and informing management efforts. Glucocorticoid (GC) metabolite accumulation in various matrices provides an integrated measure of adrenal activation in baleen whales and could thus be used to investigate physiological changes following exposure to stressors. In this study, we measured GC concentrations in faecal samples of Pacific Coast Feeding Group (PCFG) gray whales (Eschrichtius robustus) collected over seven consecutive years to assess the association between GC content and metrics of exposure to sound levels and vessel traffic at different temporal scales, while controlling for contextual variables such as sex, reproductive status, age, body condition, year, time of year and location. We develop a Bayesian Generalized Additive Modelling approach that accommodates the many complexities of these data, including non-linear variation in hormone concentrations, missing covariate values, repeated samples, sampling variability and some hormone concentrations below the limit of detection. Estimated relationships showed large variability, but emerging patterns indicate a strong context-dependency of physiological variation, depending on sex, body condition and proximity to a port. Our results highlight the need to control for baseline hormone variation related to context, which otherwise can obscure the functional relationship between faecal GCs and stressor exposure. Therefore, extensive data collection to determine sources of baseline variation in well-studied populations, such as PCFG gray whales, could shed light on cetacean stress physiology and be used to extend applicability to less-well-studied taxa. GC analyses may offer greatest utility when employed as part of a suite of markers that, in aggregate, provide a multivariate measure of physiological status, better informing estimates of individuals’ health and ultimately the consequences of anthropogenic stressors on populations.

Funder

Oregon State University Marine Mammal Institute, NOAA Pacific Marine Environmental Laboratory, and Oregon Sea Grant Program Development funds

NOAA National Marine Fisheries Service Office of Science and Technology Ocean Acoustics Program

Office of Naval Research Marine Mammals and Biology Program

Publisher

Oxford University Press (OUP)

Subject

Management, Monitoring, Policy and Law,Nature and Landscape Conservation,Ecological Modeling,Physiology

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