# Transcriptional adaptation of rumen papillae to high-grain diet reveals distinct temporal phases and SARA susceptibility signatures

**Authors:** 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

PMC · DOI: 10.1186/s40104-026-01352-8 · Journal of Animal Science and Biotechnology · 2026-03-02

## TL;DR

This study explores how the rumen adapts to high-grain diets and identifies genes linked to susceptibility to subacute ruminal acidosis in cows.

## Contribution

The study reveals distinct temporal phases of transcriptional adaptation and identifies potential biomarkers for SARA susceptibility in cattle.

## Key findings

- Rumen papillae show biphasic transcriptional adaptation to high-grain diets, with early and late response phases.
- Genes like CCDC196 and MYO7B are under-expressed in SARA-susceptible cows, suggesting roles in acidosis predisposition.
- SARA-resistant cows exhibit stronger transcriptome-metabolome correlations, indicating more coordinated adaptation.

## Abstract

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.

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.

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.

The online version contains supplementary material available at 10.1186/s40104-026-01352-8.

## Linked entities

- **Genes:** CCDC196 (coiled-coil domain containing 196) [NCBI Gene 440184], MYO7B (myosin VIIB) [NCBI Gene 4648]
- **Chemicals:** n-butyrate (PubChem CID 104775), valerate (PubChem CID 114781)

## Full-text entities

- **Genes:** RAC1 (Rac family small GTPase 1) [NCBI Gene 5879] {aka MIG5, MRD48, Rac-1, TC-25, p21-Rac1}, KCP (kielin cysteine rich BMP regulator) [NCBI Gene 515624] {aka CRIM2}, ACAT2 (acetyl-CoA acetyltransferase 2) [NCBI Gene 512044], IGFBP3 (insulin like growth factor binding protein 3) [NCBI Gene 282261] {aka IGFBP-3}, COL5A3 (collagen type V alpha 3 chain) [NCBI Gene 507881], PARP3 (poly(ADP-ribose) polymerase family member 3) [NCBI Gene 507426], CDHR4 (cadherin related family member 4) [NCBI Gene 786520] {aka CDH29}, BPIFA1 (BPI fold containing family A member 1) [NCBI Gene 281989] {aka PLUNC, SPLUNC1}, GLT8D2 (glycosyltransferase 8 domain containing 2) [NCBI Gene 523294], MAPK13 (mitogen-activated protein kinase 13) [NCBI Gene 5603] {aka MAPK 13, MAPK-13, PRKM13, SAPK4, p38delta}, ADPRM (ADP-ribose/CDP-alcohol diphosphatase, manganese dependent) [NCBI Gene 534038] {aka C19H17orf48}, CFH (complement factor H) [NCBI Gene 280816] {aka HF1}, DNASE1 (deoxyribonuclease 1) [NCBI Gene 282217], ASPN (asporin) [NCBI Gene 507990], PCSK1 (proprotein convertase subtilisin/kexin type 1) [NCBI Gene 281967] {aka PC1, PC3}, ADAMTS9 (ADAM metallopeptidase with thrombospondin type 1 motif 9) [NCBI Gene 537051], FBN2 (fibrillin 2) [NCBI Gene 540017], FFAR2 (free fatty acid receptor 2) [NCBI Gene 522431] {aka GPR43}, SLFN11 (schlafen family member 11) [NCBI Gene 521795], COL1A2 (collagen type I alpha 2 chain) [NCBI Gene 282188], CA3 (carbonic anhydrase 3) [NCBI Gene 513212], ELN (elastin) [NCBI Gene 280781], ACSBG1 (acyl-CoA synthetase bubblegum family member 1) [NCBI Gene 515577] {aka BG1}, MST1R (macrophage stimulating 1 receptor) [NCBI Gene 525504], FFAR3 (free fatty acid receptor 3) [NCBI Gene 527517] {aka GPR41}, ADAM12 (ADAM metallopeptidase domain 12) [NCBI Gene 407229], MYO7B (myosin VIIB) [NCBI Gene 522053], TGFB2 (transforming growth factor beta 2) [NCBI Gene 534069] {aka MGF}, NGEF (neuronal guanine nucleotide exchange factor) [NCBI Gene 540756], CNOT9 (CCR4-NOT transcription complex subunit 9) [NCBI Gene 536537] {aka RQCD1}, COL3A1 (collagen type III alpha 1 chain) [NCBI Gene 510833], TMX1 (thioredoxin related transmembrane protein 1) [NCBI Gene 509037] {aka TXNDC1}, GPBAR1 (G protein-coupled bile acid receptor 1) [NCBI Gene 317756] {aka TGR5}, PDXDC1 (pyridoxal dependent decarboxylase domain containing 1) [NCBI Gene 505868], SERTAD2 (SERTA domain containing 2) [NCBI Gene 786476], PSMD1 (proteasome 26S subunit, non-ATPase 1) [NCBI Gene 5707] {aka P112, Rpn2, S1}, PLPP1 (phospholipid phosphatase 1) [NCBI Gene 617172] {aka PPAP2A}, C5AR1 (complement C5a receptor 1) [NCBI Gene 493645] {aka C5R1}, UBE2G2 (ubiquitin conjugating enzyme E2 G2) [NCBI Gene 7327] {aka UBC7}, BMP6 (bone morphogenetic protein 6) [NCBI Gene 617566], SEH1L (SEH1 like nucleoporin) [NCBI Gene 506509], SPARC (secreted protein acidic and cysteine rich) [NCBI Gene 282077], PCSK2 (proprotein convertase subtilisin/kexin type 2) [NCBI Gene 281968], HMGCR (3-hydroxy-3-methylglutaryl-CoA reductase) [NCBI Gene 407159] {aka hmg-coa-r}, TNFRSF1A (TNF receptor superfamily member 1A) [NCBI Gene 7132] {aka CD120a, FPF, TBP1, TNF-R, TNF-R-I, TNF-R55}, FDFT1 (farnesyl-diphosphate farnesyltransferase 1) [NCBI Gene 281767]
- **Diseases:** neurodegeneration (MESH:D019636), multiple diseases (MESH:D004194), Inflammatory (MESH:D007249), abscesses (MESH:D000038), impaired immunity (MESH:D020274), dysbiosis (MESH:D064806), SARA (MESH:D000079562), diarrhea (MESH:D003967), endotoxemia (MESH:D019446), digestive disorder (MESH:D004066), acidosis (MESH:D000138), Herpes simplex virus 1 infection (MESH:D006561), depression (MESH:D003866), liver damage (MESH:D056486)
- **Chemicals:** deoxycholic acid (MESH:D003840), adenosine (MESH:D000241), paraffin (MESH:D010232), aromatic amino acids (MESH:D024322), isoleucine (MESH:D007532), Carboxylic acids (MESH:D002264), acetonitrile (MESH:C032159), cytosine (MESH:D003596), leucine (MESH:D007930), tyrosine (MESH:D014443), water (MESH:D014867), Terpenoid (MESH:D013729), nucleotides (MESH:D009711), HCl (MESH:D006851), propionylcarnitine (MESH:C003223), phenylethylamine (MESH:D010627), branched-chain amino acids (MESH:D000597), sugar phosphates (MESH:D013403), Cadaverine (MESH:D002103), valerate (MESH:D014631), ethanol (MESH:D000431), cholesterol (MESH:D002784), 4-methylvaleric acid (MESH:C034527), 3-phenylpropionic acid (MESH:C035253), H&amp;E (MESH:D006371), bile acid (MESH:D001647), DCA (-), hematoxylin (MESH:D006416), alpha-ketoglutaric acid (MESH:D007656), Potassium (MESH:D011188), amino acid (MESH:D000596), butyrate (MESH:D002087), arginine (MESH:D001120), fatty acid (MESH:D005227), TCA (MESH:D014238), amines (MESH:D000588), propionate (MESH:D011422), phenylalanine (MESH:D010649), serine (MESH:D012694), glutathione (MESH:D005978), citric acid (MESH:D019343), steroid (MESH:D013256), taurine (MESH:D013654), KOH (MESH:C029943), sterol (MESH:D013261), lipopolysaccharide (MESH:D008070), lipid (MESH:D008055), eosin (MESH:D004801), acetate (MESH:D000085), lysine (MESH:D008239), SCFA (MESH:D005232), BA (MESH:D001464), reactive oxygen species (MESH:D017382), formalin (MESH:D005557), ribose (MESH:D012266)
- **Species:** Bos taurus (bovine, species) [taxon 9913]
- **Cell lines:** S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232)

## Full text

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## Figures

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## References

15 references — full list in the complete paper: https://tomesphere.com/paper/PMC12952097/full.md

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Source: https://tomesphere.com/paper/PMC12952097