# Transcriptome-Based Selection and Validation of Reference Genes for Gene Expression Analysis in Roegneria ciliaris ‘Liao Sheng’ Across Various Tissues and Under Drought Stress

**Authors:** Qianyun Luo, Yue Liu, Yifan Wang, Guanghao Zhang, Jiafen Liu, Hongxin Li, Zhen Liang, Ying Liu, Long Bai, Sijia Liu

PMC · DOI: 10.3390/genes17020237 · 2026-02-14

## TL;DR

This study identifies the most stable reference genes for gene expression analysis in Roegneria ciliaris under drought stress and across tissues.

## Contribution

The first systematic evaluation of reference genes for qRT-PCR normalization in R. ciliaris.

## Key findings

- MDH and RPL19 were the most stable reference genes across all samples.
- GAPDH and TUBA showed the lowest expression stability.
- P5CS and PP2C gene expression results matched transcriptome data when normalized with stable RGs.

## Abstract

Backgrounds: Roegneria ciliaris is a perennial tetraploid wild relative of wheat that is widely distributed in China. It can be used both as a forage crop and ecological grass (the grasses specifically bred for ecological restoration) due to its strong stress tolerance, early green-up, vigorous seedling growth in spring, and great palatability. Methods: It is necessary to select and validate appropriate reference genes (RGs) for gene expression normalization by qRT-PCR in order to decipher the stress tolerance mechanism of this grass species. Therefore, eight candidate RGs were identified from transcriptome data of R. ciliaris ‘Liao sheng’ in response to drought stress. The expression stability of these RGs was evaluated by five algorithms (∆Ct, geNorm, NormFinder, Bestkeeper and ReFinder) using samples from different tissues and drought stress. Results: The results showed that MDH and RPL19 were the most stable RGs among all samples, while GAPDH and TUBA presented the lowest expression stability. These representative RGs were further used to normalize the expression level of the pyrroline-5-carboxylate synthase (P5CS) and protein phosphatase 2C (PP2C) genes in different tissues and under drought stress. The results of P5CS and PP2C expression were consistent with transcriptome data. Conclusion: Our study provided the first systematic evaluation of the most stable RG selection for qRT-PCR normalization in R. ciliaris, which will promote further research on its tissue-specific gene expression and mechanism of drought tolerance.

## Linked entities

- **Genes:** ALDH18A1 (aldehyde dehydrogenase 18 family member A1) [NCBI Gene 5832], PP2C (putative protein phosphatase) [NCBI Gene 5069542], MDH2 (malate dehydrogenase 2) [NCBI Gene 4191], RPL19 (ribosomal protein L19) [NCBI Gene 6143], GAPDH (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 2597], DNMBP (dynamin binding protein) [NCBI Gene 23268]

## Full-text entities

- **Genes:** MDH2 (malate dehydrogenase 2) [NCBI Gene 4191] {aka DEE51, EIEE51, M-MDH, MDH, MGC:3559, MOR1}, DNMBP (dynamin binding protein) [NCBI Gene 23268] {aka ARHGEF36, CTRCT48, TUBA}, RPL19 [NCBI Gene 3978861], ALDH18A1 (aldehyde dehydrogenase 18 family member A1) [NCBI Gene 5832] {aka ADCL3, ARCL3A, GSAS, P5CS, PYCS, SPG9}, GAPDH (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 2597] {aka G3PD, GAPD, HEL-S-162eP}, RPL19 (ribosomal protein L19) [NCBI Gene 6143] {aka L19, eL19}
- **Diseases:** injury to (MESH:D014947), drought (MESH:C536747)
- **Chemicals:** N2 (MESH:D009584), ABA (MESH:D000040), proline (MESH:D011392), malate (MESH:C030298), water (MESH:D014867), oxaloacetate (MESH:D062907), CTAB (MESH:D000077286), TCA (MESH:D014238), sodium hypochlorite (MESH:D012973), carbohydrate (MESH:D002241), Hoagland (-), PEG 6000 (MESH:C000595215), agarose (MESH:D012685)
- **Species:** Strobilanthes cusia (species) [taxon 222567], Malus domestica (apple, species) [taxon 3750], Cannabis (genus) [taxon 3482], Panicum virgatum (switchgrass, species) [taxon 38727], Cyperus esculentus (species) [taxon 1053340], Echinochloa crus-galli (barnyard grass, species) [taxon 90397], Rosa praelucens (species) [taxon 577514], Homo sapiens (human, species) [taxon 9606], Paspalum vaginatum (biscuit grass, species) [taxon 158149], Saussurea laniceps (species) [taxon 254913], Elymus ciliaris (species) [taxon 129743], Angelica decursiva (species) [taxon 52491], Macadamia integrifolia (macadamia nut, species) [taxon 60698], Schisandra chinensis (Chinese magnolia-vine, species) [taxon 50507], Solanum tuberosum (potatoes, species) [taxon 4113], Oryza sativa (Asian cultivated rice, species) [taxon 4530], Pyropia yezoensis (susabi-nori, species) [taxon 2788]
- **Cell lines:** S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232)

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12940341/full.md

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Source: https://tomesphere.com/paper/PMC12940341