Background
Respiratory disease is an economically important disease in the swine industry. Housing air quality control is crucial for maintaining the respiratory health of pigs. However, maintaining air quality is a limitation of current housing systems. This study evaluated the growth and health parameters of pigs raised under different environmental conditions and identified key environmental variables that determine respiratory health. Eighty (Largewhite × Landrace) × Duroc crossed growing pigs (31.71 ± 0.53 kg) were equally distributed into two identical climate-controlled houses with distinct environmental conditions (CON = normal conditions and TRT = poor conditions). Two-sample tests were performed to compare the means of the groups, and a random forest algorithm was used to identify the importance scores of the environmental variables to respiratory health.
Results
Pigs in the TRT group were significantly exposed to high temperatures (28.44 vs 22.78 °C, p < 0.001), humidity (88.27 vs 61.86%, p < 0.001), CO2 (2,739.93 vs 847.91 ppm, p < 0.001), NH3 (20.53 vs 8.18 ppm, p < 0.001), and H2S (14.28 vs 6.70 ppm, p < 0.001). Chronic exposure to these factors significantly reduced daily feed intake (1.82 vs 2.32 kg, p = 0.002), resulting in a significant reduction in average daily gain (0.72 vs 0.92 kg, p = 0.026), increased oxidative stress index (3.24 vs 1.43, p = 0.001), reduced cortisol levels (2.23 vs 4.07 mmol/L, p = 0.034), and deteriorated respiratory health status (74.41 vs 97.55, p < 0.001). Furthermore, a random forest model identified Min CO2, Min NH3, and Avg CO2 as the best predictors of respiratory health, and CO2 was strongly correlated with NH3 and H2S concentrations.
Conclusions
These findings emphasize the critical importance of proper environmental management in pig farming and suggest that regular monitoring and control of either CO2 or NH3, facilitated by environmental sensors and integration into intelligent systems, can serve as an effective strategy for improving respiratory health management in pigs.