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Transcriptional adaptation of rumen papillae to high-grain diet reveals distinct temporal phases and SARA susceptibility signatures
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Kalina Duszka1, *, Ezequias Castillo-Lopez1, 2, Thomas Hartinger1, 3, Torben Redmer1, 2, Nathalie Wagner4, Patrick Biber1, 2, Rana Muhammad Atif1, 2, Markus Aigensberger2, 5, Heidi Schwartz-Zimmermann2, 5, Erika Kvalem Soto6, Franziska Dengler4, 7, Franz Berthiller2, 5, Nicole Reisinger8, Qendrim Zebeli1, 2, Susanne Kreuzer-Redmer1
Journal of Animal Science and Biotechnology | 2026, 17(4) : 2083 - 2102
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Journal of Animal Science and Biotechnology | 2026, 17(4): 2083-2102
ANIMAL NUTRITION AND FEEDSTUFF
Transcriptional adaptation of rumen papillae to high-grain diet reveals distinct temporal phases and SARA susceptibility signatures
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Kalina Duszka1, *, Ezequias Castillo-Lopez1, 2, Thomas Hartinger1, 3, Torben Redmer1, 2, Nathalie Wagner4, Patrick Biber1, 2, Rana Muhammad Atif1, 2, Markus Aigensberger2, 5, Heidi Schwartz-Zimmermann2, 5, Erika Kvalem Soto6, Franziska Dengler4, 7, Franz Berthiller2, 5, Nicole Reisinger8, Qendrim Zebeli1, 2, Susanne Kreuzer-Redmer1
Affiliations
  • 1Centre for Animal Nutrition and Welfare, University of Veterinary Medicine, Vienna, Veterinaerplatz 1, Vienna 1210, Austria
  • 2Christian Doppler Laboratory for Innovative Gut Health Concepts of Livestock, Veterinaerplatz 1, Vienna 1210, Austria
  • 3Institute of Animal Science, University of Bonn, Katzenburgweg 7-9, Bonn 53115, Germany
  • 4Institute of Physiology and Pathophysiology, University of Veterinary Medicine, Vienna, Veterinaerplatz 1, Vienna 1210, Austria
  • 5Department of Agricultural Sciences, BOKU University, Institute of Bioanalytics and Agro-Metabolomics, Konrad-Lorenz-Str. 20, Tulln 3430, Austria
  • 6Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Innrain 80-82, Innsbruck 6020, Austria
  • 7Institute of Animal Science, University of Hohenheim, Fruwirthstraße 35, Stuttgart 70599, Germany
  • 8DSM-Firmenich, Animal Nutrition & Health R&D Center Tulln, Tulln an Der Donau 3430, Austria
Published: 2026-08-15 doi: 10.1186/s40104-026-01352-8
Outline
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Background

Transitioning to a high-grain (HG) diet significantly alters rumen fermentation by increasing the production of short-chain fatty acids (SCFAs) and lowering rumen pH, which may contribute to subacute ruminal acidosis (SARA) and damage to the ruminal epithelium. Rapid adaptation of rumen epithelium to these metabolic shifts is essential to maintain homeostasis, but the transcriptional mechanisms underlying this adaptation remain poorly understood.

Results

We analyzed the temporal progression of gene expression and metabolomic profile in rumen papillae collected during low-grain feeding (LG) and one week after transitioning to a HG diet (HG1), or four weeks after (HG4) in cows classified as susceptible or resistant to SARA. RNA sequencing identified 955 differentially expressed genes (DEGs) across time points, revealing a biphasic adaptation pattern. Early responses (HG1) showed moderate transcriptional changes, while HG4 was characterized by substantial transcriptional remodeling. Pathway analysis indicated three major functional categories affected during adaptation: cellular stress response, metabolic adaptation, and protein processing. Notably, sterol biosynthesis genes showed transient upregulation at HG1 followed by downregulation at HG4, coinciding with morphological changes in rumen wall thickness and n-butyrate concentration in rumen fluid. Correlation analyses comparing gene expression patterns and metabolite level changes triggered by the dietary transition revealed potential links between metabolic and transcriptional adaptation. Of particular interest, valerate levels at HG1 correlated with genes involved in tissue remodeling at HG4, implying that valerate may contribute to delayed epithelial responses. Next, transcriptional differences between SARA-susceptible and SARA-resistant animals included genes related to inflammation, cell structure, and metabolism that persisted across all time points, suggesting underlying intrinsic differences in SARA susceptibility that are present before and persist during dietary challenge. Key genes consistently differentially under-expressed in SARA-susceptible animals, CCDC196 and MYO7B, represent potential biomarkers for SARA predisposition. Finally, the SARA-resistant group showed a greater number of transcriptome-metabolome correlations, suggesting more coordinated epithelial responses to diet change compared to the SARA-susceptible group.

Conclusions

Our findings provide insights into the molecular mechanisms underlying rumen adaptation to HG diets and individual variation in SARA susceptibility, providing a basis for developing strategies to optimize dietary transitions in ruminant production systems.

Diet adaptation  /  High-grain diet  /  Rumen  /  SARA  /  Transcriptomics
Kalina Duszka, Ezequias Castillo-Lopez, Thomas Hartinger, Torben Redmer, Nathalie Wagner, Patrick Biber, Rana Muhammad Atif, Markus Aigensberger, Heidi Schwartz-Zimmermann, Erika Kvalem Soto, Franziska Dengler, Franz Berthiller, Nicole Reisinger, Qendrim Zebeli, Susanne Kreuzer-Redmer. Transcriptional adaptation of rumen papillae to high-grain diet reveals distinct temporal phases and SARA susceptibility signatures[J]. Journal of Animal Science and Biotechnology, 2026 , 17 (4) : 2083 -2102 . DOI: 10.1186/s40104-026-01352-8
  • Christian Doppler Laboratory for Innovative Gut Health Concepts of Livestock
  • Austrian Federal Ministry for Digital and Economic Affairs and the National Foundation for Research, Technology and Development
Year 2026 volume 17 Issue 4
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Article Info
doi: 10.1186/s40104-026-01352-8
  • Receive Date:2025-10-17
  • Online Date:2026-08-13
  • Published:2026-08-15
Article Data
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History
  • Received:2025-10-17
  • Accepted:2026-01-05
Funding
Christian Doppler Laboratory for Innovative Gut Health Concepts of Livestock
Austrian Federal Ministry for Digital and Economic Affairs and the National Foundation for Research, Technology and Development
Affiliations
    1Centre for Animal Nutrition and Welfare, University of Veterinary Medicine, Vienna, Veterinaerplatz 1, Vienna 1210, Austria
    2Christian Doppler Laboratory for Innovative Gut Health Concepts of Livestock, Veterinaerplatz 1, Vienna 1210, Austria
    3Institute of Animal Science, University of Bonn, Katzenburgweg 7-9, Bonn 53115, Germany
    4Institute of Physiology and Pathophysiology, University of Veterinary Medicine, Vienna, Veterinaerplatz 1, Vienna 1210, Austria
    5Department of Agricultural Sciences, BOKU University, Institute of Bioanalytics and Agro-Metabolomics, Konrad-Lorenz-Str. 20, Tulln 3430, Austria
    6Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Innrain 80-82, Innsbruck 6020, Austria
    7Institute of Animal Science, University of Hohenheim, Fruwirthstraße 35, Stuttgart 70599, Germany
    8DSM-Firmenich, Animal Nutrition & Health R&D Center Tulln, Tulln an Der Donau 3430, Austria

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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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