| Literature DB >> 31248126 |
Raúl A Alegría-Morán1,2, Sergio A Guzmán-Pino3, Juan I Egaña4, Valeria Sotomayor5, Jaime Figueroa6.
Abstract
A ten-year database of food preference tests (n = 1021; period 2007-2017) was used to explore the feeding behavior of domestic cats. Principal component (PC) analysis and linear regression between food nutrients and preferences (for the most preferred diet of each test; Diet A) were performed. Intake and preference for Diet A were analyzed by intrinsic cats' variables and climate season. The PC1 (calcium (Ca), phosphorus (P), and ash), PC2 (lipids and ether extract) and PC4 (crude fiber; CF) had borderline significance (p < 0.06; β = -1.42, β = -1.56, and β = 2.68, respectively). Ash and CF contents presented negative correlations with food preference (rho = -0.269, p = 0.031; rho = -0.338, p = 0.006, respectively), and Ca had borderline significance and negative correlation with food preference (rho = -0.241, p = 0.054). Body weight and sex influenced the intake of Diet A, being lower for females (β = 11.758; p = 0.014) and heaviest cats (β = -5.490; p < 0.001). However, only body weight affected food preferences, where the heaviest cats had greater preferences for Diet A. Hot season decreased food intake (β = -2,117; p = 0.032), mostly in females (rho = -3.537; p = 0.002). Males had greater preferences for Diet A during hot seasons (β = 10.216; p = 0.023) and females presented similar preferences throughout the year (p = 0.950). Mineral contents, body weight and sex affected food intake and preferences of cats under the influence of climate season, probably explained by adaptive changes in food detection.Entities:
Keywords: cat; climate season; commercial diets; food selection; nutrients; sex
Year: 2019 PMID: 31248126 PMCID: PMC6616589 DOI: 10.3390/ani9060372
Source DB: PubMed Journal: Animals (Basel) ISSN: 2076-2615 Impact factor: 2.752
Summary table of principal component analysis (PCA), indicating the importance of each nutritional component of diets preferred by kennel cats in food preference tests, standard deviation (SD) and the percentage of explanation of variation linked to each principal component.
| Nutritional Components 1 | Principal Component Eigenvectors | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PC1 | PC2 | PC3 | PC4 | PC5 | PC6 | PC7 | PC8 | PC9 | PC10 | |
| DM | −0.04 | 0.29 | 0.66 | 0.24 | 0.32 | −0.15 | −0.22 | 0.05 | −0.31 | 0.38 |
| CP | −0.03 | 0.35 | −0.38 | 0.51 | 0.49 | 0.12 | −0.08 | 0.04 | −0.08 | −0.43 |
| CF | 0.27 | 0.14 | 0.13 | −0.66 | 0.59 | 0.10 | 0.26 | 0.03 | 0.09 | −0.14 |
| EE | −0.17 | 0.49 | −0.01 | −0.25 | −0.38 | −0.24 | 0.25 | 0.11 | −0.55 | −0.30 |
| NFE | −0.20 | −0.39 | 0.52 | 0.04 | −0.02 | 0.11 | −0.11 | 0.19 | 0.00 | −0.68 |
| ASH | 0.47 | 0.19 | 0.15 | 0.03 | −0.15 | −0.39 | −0.28 | −0.57 | 0.21 | −0.31 |
| Ca | 0.48 | 0.16 | 0.06 | 0.16 | −0.19 | −0.17 | 0.06 | 0.74 | 0.31 | −0.01 |
| P | 0.45 | 0.07 | 0.19 | 0.22 | −0.23 | 0.69 | 0.30 | −0.20 | −0.22 | 0.01 |
| LIP | −0.22 | 0.45 | 0.03 | −0.27 | −0.20 | 0.46 | −0.57 | 0.08 | 0.29 | 0.00 |
| ME | −0.39 | 0.30 | 0.25 | 0.19 | −0.05 | −0.04 | 0.56 | −0.17 | 0.55 | 0.01 |
|
| ||||||||||
| SD | 1.87 | 1.72 | 1.18 | 1.02 | 0.74 | 0.54 | 0.39 | 0.29 | 0.21 | 0.08 |
| % of Variance | 34.98 | 29.70 | 13.87 | 10.37 | 5.45 | 2.89 | 1.49 | 0.83 | 0.43 | 0.00 |
| Cumulative % | 34.98 | 64.68 | 78.55 | 88.92 | 94.37 | 97.25 | 98.74 | 99.57 | 99.99 | 100.0 |
1 Principal component (PC), dry matter (DM), crude protein (CP), crude fiber (CF), ether extract (EE), nitrogen free extract (NFE), ash, calcium (Ca), phosphorus (P), total lipids (LIP), metabolizable energy (ME), and standard deviation (SD).
Figure 1Distribution of food preference of kennel cats, on the first two principal components extracted from estimate contents of dry matter (DM), crude protein (CP), crude fiber (CF), ether extract (EE), nitrogen free extract (NFE), ash, calcium (Ca), phosphorus (P), total lipids (LIP) and metabolizable energy (ME) by proximal chemical analysis, acid hydrolysis, and calorimetric pump food decomposition. Space distribution of diet variables according to components 1 and 2, plotted as their eigenvectors.
Figure 2Distribution of food preference of kennel cats, on the first two principal components extracted from estimate contents of dry matter (DM), crude protein (CP), crude fiber (CF), ether extract (EE), nitrogen free extract (NFE), ash, calcium (Ca), phosphorus (P), total lipids (LIP), and metabolizable energy (ME) by proximal chemical analysis, acid hydrolysis, and calorimetric pump food decomposition. Space distribution of diet variables according to components 1 and 2, plotted as their eigenvectors and differentiated by climate season (cold and hot seasons).
Multivariate linear regression for selected components of Principal component (PC) analysis as they relate with food preference by kennel cats.
| Variable | OR 1 | SE 2 | |
|---|---|---|---|
| (Intercept) | 74.3906 | 1.3737 | <2 × 10−16 |
| PC1 | −1.4203 | 0.7403 | 0.0598 |
| PC2 | −1.5687 | 0.8034 | 0.0555 |
| PC4 | 2.6764 | 1.3598 | 0.0537 |
1 Odds ratio or estimation of the impact of the component over food preference; 2 standard error.
Odds ratio and associated statistic of fixed effects included in the final intake model of kennel cats.
| Variable | OR 1 | SE 2 | |
|---|---|---|---|
| (Intercept) | 46.90 | 5.21 | <0.001 |
| Weight | −5.49 | 0.82 | <0.001 |
| Sex | |||
| Male | 11.76 | 4.72 | 0.014 |
| Season | |||
| Autumn | 7.86 | 3.43 | 0.022 |
| Spring | −5.31 | 3.32 | 0.110 |
| Summer | 2.66 | 4.02 | 0.508 |
| Weight: Sex | |||
| Male | −2.19 | 1.05 | 0.038 |
| Weight: Season | |||
| Autumn | −1.68 | 0.99 | 0.089 |
| Spring | 0.52 | 0.86 | 0.548 |
| Summer | 0.50 | 1.11 | 0.652 |
| Sex: Season | |||
| Male: Autumn | 4.20 | 2.52 | 0.096 |
| Male: Spring | 0.97 | 2.40 | 0.686 |
| Male: Summer | 4.18 | 2.67 | 0.119 |
1 Odds ratio or estimation of the impact of each variable over food intake; 2 standard error.
Figure 3Cat’s food intake means and standard errors of most consumed diets (Diet A) after two feeder 20-h preference tests according to animal’s sex (females or males) and climate season (hot or cold). * p < 0.05.
Odds ratio and associated statistic of fixed effects included in the final preference model of kennel cats.
| Variable | OR 1 | SE 2 | |
|---|---|---|---|
| (Intercept) | 76.22 | 2.95 | <0.001 |
| Weight | −2.92 | 1.46 | 0.046 |
| Weight 2* | −0.29 | 0.65 | 0.661 |
| Weight 3* | 1.16 | 0.37 | 0.002 |
| Sex | |||
| Male | −8.42 | 3.60 | 0.023 |
| Season | |||
| Autumn | −1.59 | 2.31 | 0.493 |
| Spring | −0.76 | 2.25 | 0.736 |
| Summer | −10.03 | 2.72 | <0.001 |
| Sex: Season | |||
| Male: Autumn | 7.62 | 4.32 | 0.078 |
| Male: Spring | 7.78 | 4.16 | 0.062 |
| Male: Summer | 10.22 | 4.65 | 0.028 |
1 Odds ratio or estimation of the impact of each variable over food preference; 2 standard error; * polynomial term of weight (square and cubic terms), indicating a change in the slope at different weights affecting food preference.
Figure 4Cat’s food preferences mean and standard errors of most consumed diets (Diet A) after two feeder 20-h preference tests according to animal’s sex (females or males) and climate season (hot or cold). * p < 0.05.