# Identification of endogenous reference genes for RT-qPCR analysis in breast cancer and matched adjacent tissues

**Authors:** Yue Meng, Ya-Wen Wang, Zhi-Bao Xu, Zhong-Qi Qiao, Can Liu, Yan-Duo Chen, Yao Xu, Kai Zhang

PMC · DOI: 10.3389/fonc.2025.1702210 · Frontiers in Oncology · 2026-01-20

## TL;DR

This study identifies suitable reference genes for RT-qPCR in breast cancer and adjacent tissues to improve gene expression analysis.

## Contribution

The study evaluates and identifies stable reference genes specifically for breast cancer and matched adjacent tissues.

## Key findings

- TFRC was identified as the most stable reference gene in cancer tissues.
- Adjacent tissues showed higher Ct values and less stability in reference genes.
- 18S rRNA and TFRC are suggested as suitable reference genes for breast cancer tissues.

## Abstract

Real-time quantitative PCR (RT-qPCR), essential for gene expression and biomarker studies, requires stable endogenous reference genes (RGs) for normalization. This study aimed to identify consistently expressed RGs in breast cancer and adjacent tissues to facilitate comparative analyses of breast cancer-related gene expression.

Five candidate RGs (β-actin, 18S rRNA, PUM1, RPLP0, TFRC) were analyzed by RT-qPCR from 30 breast cancer patients. Threshold cycle (Ct) values were evaluated using descriptive statistics, and stability of RGs was assessed using RefFinder, integrating GeNorm, NormFinder, ΔCt, and BestKeeper algorithms.

In cancer tissues, descriptive statistics showed that 18S rRNA was a suitable RG (Ct Range = 3.96; Mean Ct=8.43; SD = 0.84). RefFinder identified TFRC as the most stable RG (GM = 1.19), followed by 18S rRNA (GM = 1.41). In adjacent tissues, TFRC was find with its narrowest Ct range (Ct range = 6.29) and highest stability (GM = 1.00) by RefFinder. However, GeNorm and BestKeeper indicated instability for TFRC (M = 2.364, SD = 4.30), exceeding the stability threshold values of 1.5 and 1, respectively. Adjacent tissues displayed significantly higher Ct values than cancer tissues. TFRC may serve as the suitable RG for detecting gene expression when concerning both breast cancer and adjacent tissues (GM = 1.19), though, GeNorm and BestKeeper indicated its instability (M = 2.364, SD = 4.30).

TFRC and 18S rRNA may be suitable RGs in breast cancer tissues, while all five candidates were not stable in adjacent tissues. Larger studies are needed to confirm these findings.

## Linked entities

- **Genes:** actb (actin beta) [NCBI Gene 100135845], 18S rRNA (18S ribosomal RNA) [NCBI Gene 544669], PUM1 (pumilio RNA binding family member 1) [NCBI Gene 9698], RPLP0 (ribosomal protein lateral stalk subunit P0) [NCBI Gene 6175], TFRC (transferrin receptor) [NCBI Gene 7037]
- **Diseases:** breast cancer (MONDO:0004989)

## Full-text entities

- **Genes:** RPLP0 (ribosomal protein lateral stalk subunit P0) [NCBI Gene 6175] {aka L10E, LP0, P0, PRLP0, RPP0, uL10}, TFRC (transferrin receptor) [NCBI Gene 7037] {aka CD71, IMD46, T9, TFR, TFR1, TR}, PUM1 (pumilio RNA binding family member 1) [NCBI Gene 9698] {aka HSPUM, NEDMSF, PUMH, PUMH1, PUML1, SCA47}, POTEF (POTE ankyrin domain family member F) [NCBI Gene 728378] {aka A26C1B, POTE2alpha, POTEACTIN}
- **Diseases:** cancer (MESH:D009369), breast cancer (MESH:D001943)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12864094/full.md

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12864094/full.md

## References

51 references — full list in the complete paper: https://tomesphere.com/paper/PMC12864094/full.md

---
Source: https://tomesphere.com/paper/PMC12864094