Harry Scott , Islay Kamraoui , Madeleine P.J. White , Chris Davis , Hana McMahon , Kate Cuschieri , Sheila V. Graham , Andrew Stevenson
{"title":"Reference gene evaluation for digital PCR; Applications for RNA biomarker testing in cervical precancer","authors":"Harry Scott , Islay Kamraoui , Madeleine P.J. White , Chris Davis , Hana McMahon , Kate Cuschieri , Sheila V. Graham , Andrew Stevenson","doi":"10.1016/j.jviromet.2025.115268","DOIUrl":null,"url":null,"abstract":"<div><div>Persistent infection with high-risk human papillomavirus (hrHPV) causes almost all cases of cervical cancer. Despite the success of cervical screening in reducing cervical cancer incidence, novel tests are required to identify patients with HPV infection who do not have clinically significant disease, minimising unnecessary diagnosis and inappropriate treatment. Digital PCR (dPCR) is a technology that can support the identification and validation of mRNA biomarkers as it allows quantification with high precision. In gene expression studies, the use of reference genes is essential for accurate quantification of the target molecule. We investigated the suitability of a panel of eight reference genes (<em>ACTB</em>, <em>GAPDH</em>, <em>RPP30</em>, <em>HPRT1</em>, <em>HMBS</em>, <em>MT-ATP6</em>, <em>UBE2D2</em> and <em>GUSB</em>) for normalisation of dPCR gene expression data in liquid-based cytology (LBC) samples representing low (CIN1) and high-grade (CIN3) cervical disease. To identify stable candidates, reference genes were compared using geNorm and NormFinder. Results of geNorm analysis indicated that inclusion of the four best performing reference genes (<em>GAPDH</em>, <em>ACTB</em>, <em>GUSB</em> and <em>MT-ATP6</em>) is optimal. <em>GAPDH</em> and <em>ACTB</em> were the most stable genes overall but were expressed at very high levels. Therefore, they may not be suitable for normalisation of dPCR data of putative biomarkers where expression levels are consistently much lower. Instead, we recommend the use of <em>GUSB</em> and <em>HMBS</em> as a stable reference gene pair. These are expressed at a suitable level for accurate normalisation of biomarker expression using dPCR.</div></div>","PeriodicalId":17663,"journal":{"name":"Journal of virological methods","volume":"339 ","pages":"Article 115268"},"PeriodicalIF":1.6000,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of virological methods","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0166093425001612","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
引用次数: 0
Abstract
Persistent infection with high-risk human papillomavirus (hrHPV) causes almost all cases of cervical cancer. Despite the success of cervical screening in reducing cervical cancer incidence, novel tests are required to identify patients with HPV infection who do not have clinically significant disease, minimising unnecessary diagnosis and inappropriate treatment. Digital PCR (dPCR) is a technology that can support the identification and validation of mRNA biomarkers as it allows quantification with high precision. In gene expression studies, the use of reference genes is essential for accurate quantification of the target molecule. We investigated the suitability of a panel of eight reference genes (ACTB, GAPDH, RPP30, HPRT1, HMBS, MT-ATP6, UBE2D2 and GUSB) for normalisation of dPCR gene expression data in liquid-based cytology (LBC) samples representing low (CIN1) and high-grade (CIN3) cervical disease. To identify stable candidates, reference genes were compared using geNorm and NormFinder. Results of geNorm analysis indicated that inclusion of the four best performing reference genes (GAPDH, ACTB, GUSB and MT-ATP6) is optimal. GAPDH and ACTB were the most stable genes overall but were expressed at very high levels. Therefore, they may not be suitable for normalisation of dPCR data of putative biomarkers where expression levels are consistently much lower. Instead, we recommend the use of GUSB and HMBS as a stable reference gene pair. These are expressed at a suitable level for accurate normalisation of biomarker expression using dPCR.
期刊介绍:
The Journal of Virological Methods focuses on original, high quality research papers that describe novel and comprehensively tested methods which enhance human, animal, plant, bacterial or environmental virology and prions research and discovery.
The methods may include, but not limited to, the study of:
Viral components and morphology-
Virus isolation, propagation and development of viral vectors-
Viral pathogenesis, oncogenesis, vaccines and antivirals-
Virus replication, host-pathogen interactions and responses-
Virus transmission, prevention, control and treatment-
Viral metagenomics and virome-
Virus ecology, adaption and evolution-
Applied virology such as nanotechnology-
Viral diagnosis with novelty and comprehensive evaluation.
We seek articles, systematic reviews, meta-analyses and laboratory protocols that include comprehensive technical details with statistical confirmations that provide validations against current best practice, international standards or quality assurance programs and which advance knowledge in virology leading to improved medical, veterinary or agricultural practices and management.