Bioinformatics approach for choosing the correct reference genes when studying gene expression in human keratinocytes

被引:18
作者
Beer, Lucian [1 ,2 ]
Mlitz, Veronika [1 ]
Gschwandtner, Maria [1 ]
Berger, Tanja [1 ]
Narzt, Marie-Sophie [1 ,3 ]
Gruber, Florian [1 ,3 ]
Brunner, Patrick M. [4 ]
Tschachler, Erwin [1 ]
Mildner, Michael [1 ]
机构
[1] Med Univ Vienna, Res Div Biol & Pathobiol Skin, Dept Dermatol, A-1090 Vienna, Austria
[2] Med Univ Vienna, Dept Biomed Imaging & Image Guided Therapy, A-1090 Vienna, Austria
[3] Med Univ Vienna, Dept Dermatol, Christian Doppler Lab Biotechnol Skin Aging, A-1090 Vienna, Austria
[4] Med Univ Vienna, Dept Dermatol, Div Immunol Allergy & Infect Dis, A-1090 Vienna, Austria
基金
奥地利科学基金会;
关键词
keratinocyte; microarray; psoriasis; qRT-PCR; reference gene; HUMAN EPIDERMAL-KERATINOCYTES; REAL-TIME PCR; CANDIDATE HOUSEKEEPING GENES; CELL-LINES; RT-PCR; SELECTION; IDENTIFICATION; NORMALIZATION; VALIDATION;
D O I
10.1111/exd.12759
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100227 [皮肤病学];
摘要
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.
引用
收藏
页码:742 / 747
页数:6
相关论文
共 23 条
[1]
Flagellin is the principal inducer of the antimicrobial peptide S100A7c (psoriasin) in human epidermal keratinocytes exposed to Escherichia coli [J].
Abtin, Arby ;
Eckhart, Leopold ;
Mildner, Michael ;
Gruber, Florian ;
Schroeder, Jens-Michael ;
Tschachler, Erwin .
FASEB JOURNAL, 2008, 22 (07) :2168-2176
[2]
Reference gene selection for real-time rtPCR in human epidermal keratinocytes [J].
Allen, Danny ;
Winters, Eleanor ;
Kenna, Paul F. ;
Humphries, Pete ;
Farrar, G. Jane .
JOURNAL OF DERMATOLOGICAL SCIENCE, 2008, 49 (03) :217-225
[3]
Normalization of real-time quantitative reverse transcription-PCR data: A model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets [J].
Andersen, CL ;
Jensen, JL ;
Orntoft, TF .
CANCER RESEARCH, 2004, 64 (15) :5245-5250
[4]
Selection and Validation of Candidate Housekeeping Genes for Studies of Human Keratinocytes - Review and Recommendations [J].
Baer, Michael ;
Baer, Dorit ;
Lehmann, Bodo .
JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2009, 129 (03) :535-537
[5]
Reference genes for quantitative real time PCR in UVB irradiated keratinocytes [J].
Balogh, Attila ;
Paragh, Gyoergy, Jr. ;
Juhasz, Attila ;
Kobling, Tamas ;
Torocsik, Daniel ;
Miko, Edit ;
Varga, Viktoria ;
Emri, Gabriella ;
Horkay, Iren ;
Scholtz, Beata ;
Remenyik, Eva .
JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY, 2008, 93 (03) :133-139
[6]
Quantitative real-time RT-PCR - a perspective [J].
Bustin, SA ;
Benes, V ;
Nolan, T ;
Pfaffl, MW .
JOURNAL OF MOLECULAR ENDOCRINOLOGY, 2005, 34 (03) :597-601
[7]
Quantification of mRNA using real-time reverse transcription PCR (RT-PCR): trends and problems [J].
Bustin, SA .
JOURNAL OF MOLECULAR ENDOCRINOLOGY, 2002, 29 (01) :23-39
[8]
The need for transparency and good practices in the qPCR literature [J].
Bustin, Stephen A. ;
Benes, Vladimir ;
Garson, Jeremy ;
Hellemans, Jan ;
Huggett, Jim ;
Kubista, Mikael ;
Mueller, Reinhold ;
Nolan, Tania ;
Pfaffl, Michael W. ;
Shipley, Gregory ;
Wittwer, Carl T. ;
Schjerling, Peter ;
Day, Philip J. ;
Abreu, Monica ;
Aguado, Begona ;
Beaulieu, Jean-Francois ;
Beckers, Anneleen ;
Bogaert, Sara ;
Browne, John A. ;
Carrasco-Ramiro, Fernando ;
Ceelen, Liesbeth ;
Ciborowski, Kate ;
Cornillie, Pieter ;
Coulon, Stephanie ;
Cuypers, Ann ;
De Brouwer, Sara ;
De Ceuninck, Leentje ;
De Craene, Jurgen ;
De Naeyer, Helene ;
De Spiegelaere, Ward ;
Deckers, Kato ;
Dheedene, Annelies ;
Durinck, Kaat ;
Ferreira-Teixeira, Margarida ;
Fieuw, Annelies ;
Gallup, Jack M. ;
Gonzalo-Flores, Sandra ;
Goossens, Karen ;
Heindryckx, Femke ;
Herring, Elizabeth ;
Hoenicka, Hans ;
Icardi, Laura ;
Jaggi, Rolf ;
Javad, Farzad ;
Karampelias, Michael ;
Kibenge, Frederick ;
Kibenge, Molly ;
Kumps, Candy ;
Lambertz, Irina ;
Lammens, Tim .
NATURE METHODS, 2013, 10 (11) :1063-1067
[9]
The MIQE Guidelines: Minimum Information for Publication of Quantitative Real-Time PCR Experiments [J].
Bustin, Stephen A. ;
Benes, Vladimir ;
Garson, Jeremy A. ;
Hellemans, Jan ;
Huggett, Jim ;
Kubista, Mikael ;
Mueller, Reinhold ;
Nolan, Tania ;
Pfaffl, Michael W. ;
Shipley, Gregory L. ;
Vandesompele, Jo ;
Wittwer, Carl T. .
CLINICAL CHEMISTRY, 2009, 55 (04) :611-622
[10]
GAPD and tubulin are suitable internal controls for qPCR analysis of oral squamous cell carcinoma cell lines [J].
Campos, M. S. ;
Rodini, C. O. ;
Pinto-Junior, D. S. ;
Nunes, F. D. .
ORAL ONCOLOGY, 2009, 45 (02) :121-126