Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Nov 17:16:1688262.
doi: 10.3389/fgene.2025.1688262. eCollection 2025.

Genetic background of behavior traits in lactating sows under heat-stress conditions and their relationship with heat tolerance and maternal performance traits

Affiliations

Genetic background of behavior traits in lactating sows under heat-stress conditions and their relationship with heat tolerance and maternal performance traits

Sharlene O Hartman et al. Front Genet. .

Abstract

Heat stress is among the most significant welfare challenges facing modern swine production systems worldwide. Pigs are particularly susceptible to heat stress due to their inactive sudoriferous glands, which limits their capacity for evaporative cooling. As a result, they rely predominantly on behavioral strategies for thermoregulation. This behavioral dependence underscores the potential value of integrating behavioral assessments with genetic analyses to identify heritable components of climatic resilience. In this context, the main objectives of this study were as follows: 1) to develop an ethogram to evaluate the response of lactating sows to a novel event (i.e., hair shaving); 2) to derive the traits' responsiveness score (RS), vocalization score (VS), and shave time (ST) from the ethogram, and identify key systematic effects influencing these behavioral responses of lactating sows under heat-stress conditions; 3) to estimate variance components for all the derived traits; 4) to assess genetic correlations between the behavioral traits and both direct indicators of heat tolerance and maternal ability traits; and 5) to perform genome-wide association studies (GWAS) to identify genomic regions associated with sow behavioral traits. RS, VS, and ST were found to be heritable with heritability estimates of 0.17 ± 0.05, 0.15 ± 0.05, and 0.10 ± 0.05, respectively. These traits had null-to-low genetic correlations with maternal performance and low-to-moderate genetic correlations with direct indicators of heat tolerance. Twelve genomic markers were found to be significantly associated with the three behavioral traits, including regions overlapping with genes known to influence heat stress response, such as PIK3R5 and NCF2. In conclusion, sow behavioral responses to a novel event under heat-stress conditions are heritable and highly polygenic but uncorrelated or lowly correlated with climatic resilience and maternal traits.

Keywords: behavioral genomics; genetic correlation; heat stress; heritability; maternal-line pigs.

PubMed Disclaimer

Conflict of interest statement

Author JM was employed by Organic Plus Trust. Author JM was employed by A World of Good Initiative Inc. Author YH was employed by Smithfield Premium Genetics. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.

Figures

FIGURE 1
FIGURE 1
Distribution of pairwise genomic relationship coefficients in the studied population. Values were obtained from the upper triangle of the genomic relationship matrix (without considering the diagonal elements).
FIGURE 2
FIGURE 2
Manhattan plot for the responsiveness score during a standardized hair shaving procedure in lactating sows under heat-stress conditions. The red dots indicate significant SNPs.
FIGURE 3
FIGURE 3
Manhattan plot for the shave time during a standardized hair shaving procedure in lactating sows under heat-stress conditions. The red dots indicate significant SNPs.
FIGURE 4
FIGURE 4
Manhattan plot for the vocalization score during a standardized hair shaving procedure in lactating sows under heat-stress conditions. The red dots indicate significant SNPs.

References

    1. Aguilar I., Misztal I., Tsuruta S., Legarra A., Wang H. (2014). “PREGSF90 – POSTGSF90: Computational Tools for the Implementation of Single-step Genomic Selection and Genome-wide Association with Ungenotyped Individuals in BLUPF90 Programs,” in Proceedings, 10th World Congress of Genetics Applied to Livestock Production. Vancouver, BC, Canada. 10.13140/2.1.4801.5045 - DOI
    1. Akbarian A., Michiels J., Degroote J., Majdeddin M., Golian A., De Smet S. (2016). Association between heat stress and oxidative stress in poultry; mitochondrial dysfunction and dietary interventions with phytochemicals. J. Anim. Sci. Biotech. 7, 37. 10.1186/s40104-016-0097-5 - DOI - PMC - PubMed
    1. Alves K., Schenkel F. S., Brito L. F., Robinson J. A. B. (2018). Estimation of direct and maternal genetic parameters for individual birth weight and probe weight using cross-fostering information. Can. J. Anim. Sci. 98, 548–556. 10.1139/cjas-2017-0137 - DOI - PMC - PubMed
    1. Bateson M., Martin P. (2021). Measuring behaviour: an introductory guide. Cambridge university press. Newcastle, England: Newcastle University.
    1. Baumgard L. H., Rhoads Jr. R. P. (2013). Effects of heat stress on postabsorptive metabolism and energetics. Annu. Rev. Anim. Biosci., 311–37. 10.1146/annurev-animal-031412-103644 - DOI - PubMed

LinkOut - more resources