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Bioinformatics approach for choosing the correct reference genes when studying gene expression in human keratinocytes
- Source :
- Experimental dermatology. 24(10)
- Publication Year :
- 2015
-
Abstract
- Reverse transcription polymerase chain reaction (qRT-PCR) has become a mainstay in many areas of skin research. To enable quantitative analysis, it is necessary to analyse expression of reference genes (RGs) for normalization of target gene expression. The selection of reliable RGs therefore has an important impact on the experimental outcome. In this study, we aimed to identify and validate the best suited RGs for qRT-PCR in human primary keratinocytes (KCs) over a broad range of experimental conditions using the novel bioinformatics tool 'RefGenes', which is based on a manually curated database of published microarray data. Expression of 6 RGs identified by RefGenes software and 12 commonly used RGs were validated by qRT-PCR. We assessed whether these 18 markers fulfilled the requirements for a valid RG by the comprehensive ranking of four bioinformatics tools and the coefficient of variation (CV). In an overall ranking, we found GUSB to be the most stably expressed RG, whereas the expression values of the commonly used RGs, GAPDH and B2M were significantly affected by varying experimental conditions. Our results identify RefGenes as a powerful tool for the identification of valid RGs and suggest GUSB as the most reliable RG for KCs.
- Subjects :
- Keratinocytes
Ribosomal Proteins
Microarray
Gene Expression
Dermatology
Biology
Integrin alpha6
Bioinformatics
Biochemistry
S100 Calcium Binding Protein A7
Reference Values
Reference genes
Lectins
Gene expression
Databases, Genetic
Biomarkers, Tumor
Reference gene
Humans
Psoriasis
Molecular Biology
Glucuronidase
Genetics
Microarray analysis techniques
Reverse Transcriptase Polymerase Chain Reaction
Electron Transport Complex II
fungi
S100 Proteins
Toll-Like Receptors
Computational Biology
Glyceraldehyde-3-Phosphate Dehydrogenases
Tumor Protein, Translationally-Controlled 1
Cell Differentiation
Actins
Neoplasm Proteins
Reverse transcription polymerase chain reaction
Phosphoglycerate Kinase
Real-time polymerase chain reaction
Keratin-5
sense organs
Target gene
beta 2-Microglobulin
Biomarkers
Software
Subjects
Details
- ISSN :
- 16000625
- Volume :
- 24
- Issue :
- 10
- Database :
- OpenAIRE
- Journal :
- Experimental dermatology
- Accession number :
- edsair.doi.dedup.....c0501d3ea94a065a6009614031418f7e