Related Experiment Video
Updated: Jan 17, 2026

09:16
Detection of a CDH1 Rare Transcript Variant in Fresh-frozen Gastric Cancer Tissues by Chip-based Digital PCR
Published on: February 5, 2018
6.5K
Reference gene evaluation for digital PCR; Applications for RNA biomarker testing in cervical precancer
Harry Scott1, Islay Kamraoui1, Madeleine P J White1
1MRC-University of Glasgow Centre for Virus Research, School of Infection and Immunity, College of Medical, Veterinary and Life Sciences, University of Glasgow, Garscube Estate, Glasgow G61 1QH, UK.
Journal of Virological Methods
|September 20, 2025
Summary
Identifying stable reference genes is crucial for accurate digital PCR (dPCR) analysis of cervical cancer biomarkers. This study recommends GUSB and HMBS for normalizing gene expression in liquid-based cytology samples.
Area of Science:
- Molecular Biology
- Gynecologic Oncology
- Biomarker Discovery
Background:
- Persistent high-risk human papillomavirus (hrHPV) infection is the primary cause of cervical cancer.
- Cervical screening reduces incidence, but novel tests are needed to distinguish clinically significant HPV infections from asymptomatic cases.
- Digital PCR (dPCR) offers precise quantification for mRNA biomarker validation.
Purpose of the Study:
- To evaluate the suitability of eight reference genes for normalizing dPCR gene expression data in cervical intraepithelial neoplasia (CIN) samples.
- To identify stable reference genes for accurate biomarker quantification in liquid-based cytology (LBC).
Main Methods:
- Assessed eight candidate reference genes (ACTB, GAPDH, RPP30, HPRT1, HMBS, MT-ATP6, UBE2D2, GUSB) in CIN1 and CIN3 LBC samples.
- Utilized geNorm and NormFinder algorithms to compare reference gene stability.
- Analyzed gene expression data for normalization accuracy in dPCR assays.
Main Results:
- geNorm analysis identified GAPDH, ACTB, GUSB, and MT-ATP6 as the top four performing genes.
- GAPDH and ACTB showed highest stability but also very high expression levels, potentially unsuitable for low-expressed biomarkers.
- GUSB and HMBS were identified as a stable pair with suitable expression levels for dPCR normalization.
Conclusions:
- The study recommends GUSB and HMBS as a reliable reference gene pair for normalizing dPCR data in cervical disease LBC samples.
- Accurate normalization using stable reference genes is essential for validating mRNA biomarkers in cervical cancer research.
- This finding aids in minimizing unnecessary diagnoses and treatments by improving the precision of HPV biomarker detection.

