Selection and validation of reliable reference genes for RT-qPCR analysis in a large cohort of pituitary adenomas

被引:25
作者
Normann, Kjersti Ringvoll [1 ,2 ,3 ]
Oystese, Kristin Astrid Berland [1 ,2 ]
Berg, Jens Petter [2 ,4 ]
Lekva, Tove [3 ]
Berg-Johnsen, Jon [2 ,5 ]
Bollerslev, Jens [1 ,2 ]
Olarescu, Nicoleta Cristina [1 ,3 ]
机构
[1] Oslo Univ Hosp, Dept Endocrinol, Sect Specialized Endocrinol, Oslo, Norway
[2] Univ Oslo, Fac Med, Inst Clin Med, Oslo, Norway
[3] Oslo Univ Hosp, Internal Med Res Inst, Oslo, Norway
[4] Oslo Univ Hosp, Dept Med Biochem, Oslo, Norway
[5] Oslo Univ Hosp, Dept Neurosurg, Oslo, Norway
关键词
Non-functioning pituitary adenoma (NFPA); PCR array; Gene expression; geNorm; NormFinder; BestKeeper; MIQE guidelines; PCR; PREVALENCE; EXPRESSION; NORMALIZATION; PUBLICATION;
D O I
10.1016/j.mce.2016.08.030
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Background: Real-time reverse transcription quantitative PCR (RT-qPCR) has become the method of choice for quantification of gene expression changes. The most important limitations of RT-qPCR are inappropriate data normalization and inconsistent data analyses. Pituitary adenomas are common tumours, and the appropriate interpretation of increasingly published data within this field is prevented by the lack of a proper selection and validation of stably expressed reference genes. Aim: To find and validate the optimal reference gene or gene combination for reliable RT-qPCR gene expression in both non-functioning (NFPA) and hormone secreting (GH and ACTH) pituitary adenomas. Material and methods: Thirty commonly used reference genes (PCR array reference gene panel, BioRad, Hercules, CA) were quantified by RT-qPCR in 24 pituitary adenomas (12 NFPA, 8 GH and 4 ACTH). The data was analysed using three programs: geNorm (Qbase+), Normfinder and BestKeeper having different algorithms to identify the most stable reference gene or combination of reference genes. Three reference genes ALAS1, PSMC4 and GAPDH, were selected for further validation in a larger cohort of 223 adenomas (141 NFPA, 63 GH and 19 ACTH). Results: In all adenomas, ALAS1 and PSMC4 were the most stable reference genes as estimated by geNorm and Normfinder, whereas Bestkeeper ranked RPLP0 and ACTS as the two most stable out of 10 carefully selected genes. The best gene combination was PSMC4 and ALAS1 (geNorm) or PSMC4 and GAPDH (Normfinder). The validation experiment (geNorm) showed that the most stable gene combinations were ALAS1 and GAPDH in NFPA, and PSMC4 and GAPDH in hormone secreting adenomas. Conclusions: Several of the reference genes expressed good stability yielding several candidate genes. PSMC4 and ALAS1 were overall the most stably expressed genes in pituitary adenoma merely differing in ranking order. PSMC4 and ALAS1 have so far not been reported as reference genes in pituitary adenomas. The various reference gene algorithms showed a mixed selection of top ranked genes, thus suggesting a need for an individualised and rational choice of reference genes. (C) 2016 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:183 / 189
页数:7
相关论文
共 35 条
[1]   The epidemiology of pituitary adenomas in Iceland, 1955-2012: a nationwide population-based study [J].
Agustsson, Tomas Thor ;
Baldvinsdottir, Tinna ;
Jonasson, Jon G. ;
Olafsdottir, Elinborg ;
Steinthorsdottir, Valgerdur ;
Sigurdsson, Gunnar ;
Thorsson, Arni V. ;
Carroll, Paul V. ;
Korbonits, Marta ;
Benediktsson, Rafn .
EUROPEAN JOURNAL OF ENDOCRINOLOGY, 2015, 173 (05) :655-664
[2]   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
[3]   GAPDH as a housekeeping gene: analysis of GAPDH mRNA expression in a panel of 72 human tissues [J].
Barber, RD ;
Harmer, DW ;
Coleman, RA ;
Clark, BJ .
PHYSIOLOGICAL GENOMICS, 2005, 21 (03) :389-395
[4]  
BioRad, 2016, LIF SCI RES BIORAD20
[5]   Validating candidate reference genes for qRT-PCR-based gene expression analysis in nonfunctioning pituitary adenomas [J].
Bujko, Mateusz ;
Rusetska, Natalia ;
Mikula, Michal .
PITUITARY, 2016, 19 (01) :110-112
[6]   Why the need for qPCR publication guidelines?-The case for MIQE [J].
Bustin, Stephen A. .
METHODS, 2010, 50 (04) :217-226
[7]   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
[8]   High prevalence of pituitary adenomas: A cross-sectional study in the province of Liege, Belgium [J].
Daly, Adrian F. ;
Rixhon, Martine ;
Adam, Christelle ;
Dempegioti, Anastasia ;
Tichomirowa, Maria A. ;
Beckers, Albert .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2006, 91 (12) :4769-4775
[9]   Reference Gene Validation for RT-qPCR, a Note on Different Available Software Packages [J].
De Spiegelaere, Ward ;
Dern-Wieloch, Jutta ;
Weigel, Roswitha ;
Schumacher, Valerie ;
Schorle, Hubert ;
Nettersheim, Daniel ;
Bergmann, Martin ;
Brehm, Ralph ;
Kliesch, Sabine ;
Vandekerckhove, Linos ;
Fink, Cornelia .
PLOS ONE, 2015, 10 (03)
[10]  
DeLellis R. A., 2004, TUMOUR PITUITARY GLA