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Open AccessArticle
Genetic Parameters, Linear Associations, and Genome-Wide Association Study for Endotoxin-Induced Cortisol Response in Holstein heifers
by
Bruno A. Galindo
Bruno A. Galindo 1,2,†
,
Umesh K. Shandilya
Umesh K. Shandilya 1,†
,
Ankita Sharma
Ankita Sharma 1,
Flavio S. Schenkel
Flavio S. Schenkel 1,*
,
Angela Canovas
Angela Canovas 1
,
Bonnie A. Mallard
Bonnie A. Mallard 3
and
Niel A. Karrow
Niel A. Karrow 1,*
1
Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada
2
Cornélio Procópio Campus, State University of the Northern Parana, Cornélio Procópio 86300-000, PR, Brazil
3
Department of Pathobiology, University of Guelph, Guelph, ON N1G 2W1, Canada
*
Authors to whom correspondence should be addressed.
†
These authors contributed equally to this work.
Animals 2025, 15(13), 1890; https://doi.org/10.3390/ani15131890 (registering DOI)
Submission received: 16 May 2025
/
Revised: 20 June 2025
/
Accepted: 25 June 2025
/
Published: 26 June 2025
Simple Summary
This study investigated the genetic basis of cortisol response to immune stress induced by bacterial endotoxin in 252 Holstein heifers. Cortisol response showed significant additive genetic variance, along with moderate heritability (h2 = 0.26) and significant but weak linear associations with key traits, including milk yield, protein yield, and cystic ovaries. A genome-wide association study revealed 34 critical genomic regions and 11 candidate genes, notably CDH2, PARD3, and CFH, which are linked to immune function and hormone regulation. Two key biological pathways—immune activation and pituitary development—were identified as central to cortisol production. These results underscore the potential for incorporating stress-resilience traits into dairy cattle breeding programs.
Abstract
Lipopolysaccharide (LPS) endotoxin is a well-characterized microbe-associated molecular pattern (MAMP) that forms the outer membrane of both pathogenic and commensal Gram-negative bacteria. It plays a crucial role in triggering inflammatory disorders such as mastitis, acidosis, and septicemia. In heifers, an LPS challenge induces a dynamic stress response, marked by elevated cortisol levels, increased body temperature, and altered immune function. Research indicates that LPS administration leads to a significant rise in cortisol post-challenge. Building on this understanding, the present study aimed to estimate genetic parameters for serum cortisol response to LPS challenge in Holstein heifers and its linear associations with production, health, reproduction, and conformation traits. Additionally, a genome-wide association study (GWAS) was conducted to identify genetic regions associated with cortisol response. A total of 252 animals were evaluated for cortisol response, with correlations estimated between cortisol levels and 55 genomic breeding values for key traits. Genetic parameters and heritability for cortisol response were estimated using Residual Maximum Likelihood (REML) in the Blupf90+ v 2.57 software. Single-Step GWAS (ssGWAS) employing a 10-SNP window approach and 42,123 SNP markers was performed to identify genomic regions that explained at least 0.5% of additive genetic variance. Finally, candidate genes and QTLs located 50 kb up and downstream of those windows were identified. The cortisol response showed significant but weak linear associations with cystic ovaries, body maintenance requirements, lactation persistency, milk yield, and protein yield (p-value ≤ 0.05) and showed suggestive weak linear associations with udder texture, clinical ketosis, heel horn erosion, and milking speed (p-value ≤ 0.15). Cortisol response showed significant additive genetic variance, along with moderate heritability of 0.26 (±0.19). A total of 34 windows explained at least 0.5% of additive genetic variance, and 75 QTLs and 11 candidate genes, comprising the genes CCL20, DAW1, CSMD2, HMGB4, B3GAT2, PARD3, bta-mir-2285aw, CFH, CDH2, ENSBTAG00000052242, and ENSBTAG00000050498, were identified. The functional enrichment analysis allowed us to infer two instances where these gene products could interfere with cortisol production: the first instance is related to the complement system, and the second one is related to the EMT (Epithelium–Mesenchymal Transition) and pituitary gland formation. Among the QTLs, 13 were enriched in the dataset, corresponding to traits related to milk (potassium content), the exterior (udder traits, teat placement, foot angle, rear leg placement, and feet and leg conformation), production (length of productive life, net merit, and type), and reproduction (stillbirth and calving ease). In summary, the cortisol response to LPS challenge in Holstein heifers seems to be moderately heritable and has weak but significant linear associations with important production and health traits. Several candidate genes identified could perform important roles, in at least two ways, for cortisol production, and QTLs were identified close to regions of the genome that explained a significant amount of additive genetic variance for cortisol response. Therefore, further investigations are warranted to validate these findings with a larger dataset.
Share and Cite
MDPI and ACS Style
Galindo, B.A.; Shandilya, U.K.; Sharma, A.; Schenkel, F.S.; Canovas, A.; Mallard, B.A.; Karrow, N.A.
Genetic Parameters, Linear Associations, and Genome-Wide Association Study for Endotoxin-Induced Cortisol Response in Holstein heifers. Animals 2025, 15, 1890.
https://doi.org/10.3390/ani15131890
AMA Style
Galindo BA, Shandilya UK, Sharma A, Schenkel FS, Canovas A, Mallard BA, Karrow NA.
Genetic Parameters, Linear Associations, and Genome-Wide Association Study for Endotoxin-Induced Cortisol Response in Holstein heifers. Animals. 2025; 15(13):1890.
https://doi.org/10.3390/ani15131890
Chicago/Turabian Style
Galindo, Bruno A., Umesh K. Shandilya, Ankita Sharma, Flavio S. Schenkel, Angela Canovas, Bonnie A. Mallard, and Niel A. Karrow.
2025. "Genetic Parameters, Linear Associations, and Genome-Wide Association Study for Endotoxin-Induced Cortisol Response in Holstein heifers" Animals 15, no. 13: 1890.
https://doi.org/10.3390/ani15131890
APA Style
Galindo, B. A., Shandilya, U. K., Sharma, A., Schenkel, F. S., Canovas, A., Mallard, B. A., & Karrow, N. A.
(2025). Genetic Parameters, Linear Associations, and Genome-Wide Association Study for Endotoxin-Induced Cortisol Response in Holstein heifers. Animals, 15(13), 1890.
https://doi.org/10.3390/ani15131890
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