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Updated: May 19, 2026

Fecal Glucocorticoid Analysis: Non-invasive Adrenal Monitoring in Equids
Published on: April 25, 2016
Elucidating molecular networks that either affect or respond to plasma cortisol concentration in target tissues of
Siriluck Ponsuksili1, Yang Du, Eduard Murani
1Research Group "Functional Genome Analysis," Leibniz Institute for Farm Animal Biology, 18196 Dummerstorf, Germany.
Abstract:
Cortisol is a steroid hormone with important roles in regulating immune and metabolic functions and organismal responses to external stimuli are mediated by the glucocorticoid system. Dysregulation of the afferent and efferent axis of glucocorticoid signaling have adverse effects on growth, health status, and well-being. Glucocorticoid secretion and signaling show large interindividual variation that has a considerable genetic component; however, little is known about the underlying genetic variants. Here, we used trait-correlated expression analysis, screening for expression quantitative trait loci (eQTL), genome-wide association (GWA) studies, and causality modeling to identify candidate genes in porcine liver and muscle that affect or respond to plasma cortisol levels. Through trait-correlated expression, we characterized transcript activities in many biological functions in liver and muscle. Candidates from the list of trait-correlated expressed genes were narrowed using only those genes with an eQTL, and these were further prioritized by determining whether their expression was predicted to be related to variation in plasma cortisol levels. Using network edge orienting (NEO), a causality modeling algorithm, 26 of 990 candidates in liver were predicted to affect and 70 to respond to plasma cortisol levels. Of 593 candidates in muscle that were correlated with cortisol levels and were regulated by eQTL, 2 and 25 were predicted as effective and responsive, respectively, to plasma cortisol levels. Comprehensive data integration has helped to elucidate the complex molecular networks contributing to cortisol levels and thus its subsequent metabolic effects. The discrimination of up- and downstream effects of transcripts affecting or responding to plasma cortisol concentrations improves the understanding of the biology of complex traits related to growth, health, and well-being.
Insights
This study identifies genetic variants influencing cortisol levels in pigs using advanced analysis. These findings enhance understanding of the genetic basis for growth, health, and well-being traits regulated by the glucocorticoid system.
Area of Science:
- Genomics and Molecular Biology
- Endocrinology
- Animal Science
Background:
- Cortisol, a key glucocorticoid hormone, regulates immune and metabolic functions, with its signaling showing significant interindividual genetic variation.
- Dysregulation of glucocorticoid signaling negatively impacts growth, health, and well-being.
- The specific genetic variants underlying cortisol regulation remain largely unknown.
Purpose of the Study:
- To identify candidate genes in porcine liver and muscle that influence or respond to plasma cortisol levels.
- To elucidate the genetic architecture of cortisol regulation and its impact on complex traits.
Main Methods:
- Trait-correlated expression analysis to characterize transcript activities.
- Screening for expression quantitative trait loci (eQTL) to identify genes regulated by genetic variation.
- Genome-wide association (GWA) studies and causality modeling (Network Edge Orienting - NEO) to predict gene effects on cortisol levels.
Main Results:
- Trait-correlated expression analysis revealed numerous biological functions associated with cortisol levels in liver and muscle.
- Network Edge Orienting predicted 26 genes affecting and 70 genes responding to plasma cortisol levels in the liver.
- In muscle, 2 genes were predicted to affect and 25 to respond to plasma cortisol levels, among those correlated and regulated by eQTL.
Conclusions:
- Comprehensive data integration successfully identified candidate genes and elucidated molecular networks involved in cortisol regulation.
- Distinguishing upstream and downstream effects of transcripts provides a deeper understanding of the genetic basis for growth, health, and well-being traits influenced by cortisol.
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