| Literature DB >> 33180870 |
Agnieszka Sergiel1, Isabel Barja2,3, Álvaro Navarro-Castilla2, Tomasz Zwijacz-Kozica4, Nuria Selva1.
Abstract
Bears are omnivores particularly well-adapted to variations in the nutritional composition, quality and availability of food resources. Artificial feeding practices have been shown to strongly influence diet composition and seasonality, as well as to cause alterations in wintering and movement in brown bears (Ursus arctos). In this study, we investigated seasonal differences (hypophagia vs hyperphagia) in food quality of two brown bear subpopulations in the Polish Carpathians using faecal nitrogen (FN) and carbon (FC) estimates. The subpopulations inhabit areas that differ in artificial feeding practices: no artificial feeding occurs in the western subpopulation (Tatra Mountains), while artificial food targeted to ungulates is provided and used year-round in the eastern subpopulation (Bieszczady Mountains). We also compared these results with faecal cortisol metabolites (FCM) to explore how FN and FC correlate with the hypothalamic-pituitary-adrenal axis activity and if the seasonal patterns are apparent. We found that in Tatra Mts bears fed on significantly higher quality diet, as shown by FN and FC values, and had significantly higher FC levels in hyperphagia, when they accumulate fat reserves for wintering. The pattern in FCM levels for Tatra subpopulation followed the changes in energy intake during the seasons of hypo- and hyperphagia, while in Bieszczady Mts, the area with intensive feeding, no seasonal patterns could be observed. Artificial feeding practices may disrupt nutrient phenology and seasonality, relative to subpopulations with natural diets. We showed that the availability of human-provided foods may alter not only the overall dietary quality, but also hormonal patterns linked to seasonal nutritional requirements. Combining FN, FC and FCM proved to be a useful tool for reconstructing diet quality and related physiological patterns.Entities:
Year: 2020 PMID: 33180870 PMCID: PMC7660533 DOI: 10.1371/journal.pone.0242341
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Study areas in Tatra and Bieszczady Mts with current bear distribution shown on 10x10 km grid.
Values of faecal nitrogen (FN, in % of faecal dry matter), faecal carbon (FC, in % of faecal dry matter) and faecal cortisol metabolites (FCM, in ng/g of faecal dry matter) in brown bear faeces, collected in Tatra and Bieszczady Mts in Poland in 2008–2011.
| Tatra Mts | Bieszczady Mts | |
|---|---|---|
| FN (%, mean ± SD) | 2.475 (±0.532) | 1.826 (±0.567) |
| FC (%, mean ± SD) | 48.255 (±5.235) | 43.887 (± 5.776) |
| FCM (ng/g, mean ± SD) | 2568.346 (±3127.153) | 616.092 (±328.166) |
Summary of model selection explaining the variation in faecal nitrogen (FN, %), faecal carbon (FC, %) and faecal cortisol metabolites (FCM, ng/g) in relation to the study area (reference category: Bieszczady Mts) and season (reference category: hyperphagia).
We also provide the percentage of deviance explained by each model and the p-values of the predictors. Models were fitted using identity link and gaussian distribution (FN(%), FCM(ng/g)) and log link and gamma (FC(%)) error distributions. FN and FCM values were log-transformed.
| Models | df | Explanatory variables | Estimate ± S.E. | P | Deviance explained (%) | AIC | Delta | AIC weight |
|---|---|---|---|---|---|---|---|---|
| FN ~ Area + Season | 4 | (Intercept) | 0.481 ± 0.056 | 1.39e-13 | 26.9 | 23.6 | 0.00 | 0.502 |
| Area | 0.383 ± 0.066 | 8.68e-08 | ||||||
| Season | 0.106 ± 0.062 | 0.0895 | ||||||
| FN ~ Area | 3 | (Intercept) | 0.558 ± 0.033 | < 2e-16 | 24.6 | 24.6 | 0.99 | 0.306 |
| Area | 0.329 ± 0.059 | 2.04e-07 | ||||||
| FN ~ Area * Season | 5 | (Intercept) | 0.488 ± 0.063 | 1.12e-11 | 26.9 | 25.5 | 1.93 | 0.191 |
| Area | 0.370 ± 0.084 | 2.92e-05 | ||||||
| Season | 0.096 ± 0.074 | 0.196 | ||||||
| Area*Season | 0.035 ± 0.137 | 0.800 | ||||||
| FN ~ Season | 3 | (Intercept) | 0.695 ± 0.048 | <2e-16 | 0.0 | 51.3 | 27.70 | 0.000 |
| Season | -0.062 ± 0.063 | 0.328 | ||||||
| FC ~ Area * Season | 5 | (Intercept) | 3.758 ± 0.029 | 2 e-16 | 17.7% | 636.5 | 0.00 | 0.916 |
| Area | 0.158 ± 0.038 | 8.27 e-5 | ||||||
| Season | 0.032 ± 0.033 | 0.334 | ||||||
| Area*Season | -0.210 ± 0.062 | 0.00107 | ||||||
| FC ~ Area | 3 | (Intercept) | 3.782 ± 0.015 | < 2e-16 | 9.1 | 642.3 | 5.76 | 0.051 |
| Area | 0.095 ± 0.027 | 0.000805 | ||||||
| FC ~ Area + Season | 4 | (Intercept) | 3.802 ± 0.026 | <2e-16 | 9.8 | 643.6 | 7.08 | 0.027 |
| Area | 0.080 ± 0.031 | 0.0111 | ||||||
| Season | -0.027 ± 0.029 | 0.3523 | ||||||
| FC ~ Season | 3 | (Intercept) | 3.849 ± 0.020 | <2e-16 | 4.9 | 646.7 | 10.22 | 0.006 |
| Season | -0.065 ± 0.026 | 0.0137 | ||||||
| FCM ~ Area * Season | 5 | (Intercept) | 6.386 ± 0.138 | < 2e-16 | 37.0 | 315.2 | 0.00 | 0.665 |
| Area | 1.052 ± 0.172 | 9.83e-09 | ||||||
| Season | -0.148 ± 0.168 | 0.3798 | ||||||
| Area*Season | -0.622 ± 0.321 | 0.0549 | ||||||
| FCM ~ Area + Season | 4 | (Intercept) | 6.501 ± 0.126 | < 2e-16 | 35.2 | 317.0 | 1.81 | 0.270 |
| Area | 0.873 ± 0.147 | 2.13e-08 | ||||||
| Season | -0.317 ± 0.144 | 0.0299 | ||||||
| FCM ~ Area | 3 | (Intercept) | 6.285 ± 0.080 | < 2e-16 | 32.9 | 319.8 | 4.64 | 0.065 |
| Area | 1.045 ± 0.126 | 8.24e-14 | ||||||
| FCM ~ Season | 3 | (Intercept) | 7.064 ± 0.093 | < 2e-16 | 18.7 | 347.2 | 31.97 | 0.000 |
| Season | -0.774 ± 0.136 | 7.65e-08 |
Fig 2Faecal nitrogen (FN, %), carbon (FC, %) and cortisol metabolite (FCM, ng/g) values in the study areas.
Summary of model selection explaining the relationship between faecal cortisol metabolites (FCM, ng/g) and food quality (faecal carbon FC and faecal nitrogen FN, %).
Generalized linear models were fitted using identity link and gaussian error distributions. FCM values were log transformed.
| Models | df | Explanatory variables | Estimate ± S.E. | P | Deviance explained (%) | AIC | Delta | AIC weight |
|---|---|---|---|---|---|---|---|---|
| FCM ~FC+FN | 4 | (Intercept) | 3.140 ± 0.623 | 2.23e-6 | 25.9 | 236.9 | 0.00 | 0.559 |
| FC | 0.065 ± 0.014 | 1.20e-5 | ||||||
| FN | 0.273 ± 0.132 | 0.0414 | ||||||
| FCM ~FC*FN | 5 | (Intercept) | 4.222 ± 1.670 | 0.0131 | 26.3 | 238.4 | 1.49 | 0.265 |
| FC | 0.041 ± 0.037 | 0.7035 | ||||||
| FN | -0.338 ± 0.885 | 0.2672 | ||||||
| FC*FN | 0.013 ± 0.019 | 0.4865 | ||||||
| FCM ~FC | 3 | (Intercept) | 3.339 ± 0.626 | 6.40e-07 | 22.6 | 239.2 | 2.31 | 0.176 |
| FC | 0.073 ± 0.014 | 7.62e-07 | ||||||
| FCM ~FN | 3 | (Intercept) | 5.735 ± 0.297 | < 2e-16 | 9.3 | 254.8 | 17.88 | 0.000 |
| FN | 0.439 ± 0.140 | 0.00232 |