Mid infrared spectroscopy combined with chemometrics as tool to monitor the impact of heat stress and dietary interventions in lactating sows

Heat stress in hyper-prolific lactating sows is recognised as a factor reducing feed intake, milk production, and welfare, with significant losses in farm productivity. Individual capacities for body thermoregulation during environmental hyperthermia determine the adaptation of the animal during long and recurrent events. This study aimed to evaluate the ability of attenuated total reflectance (ATR) mid infrared (MIR) spectroscopy as a high-throughput method to identify markers of stress in plasma and milk collected from lactating sows under heat stress conditions fed with two levels of protein in the diet defined as low (16%) and standard (20%). The MIR spectra were analysed using linear discriminant analysis (LDA) and principal component analysis and validated using cross-validation. The results obtained indicated that MIR spectroscopy, in combination with chemometrics, was able to identify changes in the spectra associated with heat stress in wavenumbers corresponding with amide groups (proteins) (highest loadings observed in the regions between1065 and 1635 cm<sup>-1</sup>), lipids and unsaturated fatty acids (regions between 1746 and 3063 cm<sup>-1</sup>), lipo-polysaccharides (in 1247 cm<sup>-1</sup>) and carbohydrates (around the region1050 cm<sup>-1</sup>). These results also indicated that the information provided by these wavenumbers can be used as metabolic markers of the adaptation of the sows to hyperthermia. It was concluded that MIR spectroscopy is a rapid and inexpensive tool capable of detecting and evaluating the main biochemical changes of hyperthermia on lactating sows, facilitating the development of palliative management strategies such as dietary manipulations.

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Publication Details

Journal
International Journal of Biometeorology
Published
2024-10-26
DOI
https://doi.org/10.1007/s00484-024-02792-5
Citations
1
Primary Topic
Effects of Environmental Stressors on Livestock
Type
article
Field-Weighted Citation Impact
0.34

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article

Mid infrared spectroscopy combined with chemometrics as tool to monitor the impact of heat stress and dietary interventions in lactating sows

M. Müller, E. Roura, Marta Navarro, Daniel Cozzolino et al.
1 citations
International Journal of Biometeorology
Effects of Environmental Stressors on Livestock
0.34
article

Mid infrared spectroscopy combined with chemometrics as tool to monitor the impact of heat stress and dietary interventions in lactating sows

M. Müller, E. Roura, Marta Navarro, Daniel Cozzolino, Astrid Del Rocio Coba Cedeno
article en
1 citations

Abstract

Heat stress in hyper-prolific lactating sows is recognised as a factor reducing feed intake, milk production, and welfare, with significant losses in farm productivity. Individual capacities for body thermoregulation during environmental hyperthermia determine the adaptation of the animal during long and recurrent events. This study aimed to evaluate the ability of attenuated total reflectance (ATR) mid infrared (MIR) spectroscopy as a high-throughput method to identify markers of stress in plasma and milk collected from lactating sows under heat stress conditions fed with two levels of protein in the diet defined as low (16%) and standard (20%). The MIR spectra were analysed using linear discriminant analysis (LDA) and principal component analysis and validated using cross-validation. The results obtained indicated that MIR spectroscopy, in combination with chemometrics, was able to identify changes in the spectra associated with heat stress in wavenumbers corresponding with amide groups (proteins) (highest loadings observed in the regions between1065 and 1635 cm<sup>-1</sup>), lipids and unsaturated fatty acids (regions between 1746 and 3063 cm<sup>-1</sup>), lipo-polysaccharides (in 1247 cm<sup>-1</sup>) and carbohydrates (around the region1050 cm<sup>-1</sup>). These results also indicated that the information provided by these wavenumbers can be used as metabolic markers of the adaptation of the sows to hyperthermia. It was concluded that MIR spectroscopy is a rapid and inexpensive tool capable of detecting and evaluating the main biochemical changes of hyperthermia on lactating sows, facilitating the development of palliative management strategies such as dietary manipulations.

International Journal of BiometeorologyVol. 69(1)
The University of Queensland (AU), Agriculture and Food (AU), ARC Centre of Excellence for Plant Success in Nature and Agriculture (AU)
University of Queensland
Openalex Percentile: Top 40%
Effects of Environmental Stressors on Livestock
0.34
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