Literature DB >> 27650728

Easy-to-use strategy for reference gene selection in quantitative real-time PCR experiments.

Stefanie Klenke1, Kristina Renckhoff2, Andrea Engler2, Jürgen Peters2, Ulrich H Frey2.   

Abstract

Real-time PCR is an indispensable technique for mRNA expression analysis but conclusions depend on appropriate reference gene selection. However, while reference gene selection has been a topic of publications, this issue is often disregarded when measuring target mRNA expression. Therefore, we (1) evaluated the frequency of appropriate reference gene selection, (2) suggest an easy-to-use tool for least variability reference gene selection, (3) demonstrate application of this tool, and (4) show effects on target gene expression profiles. All 2015 published articles in Naunyn-Schmiedeberg's Archives of Pharmacology were screened for the use of quantitative real-time PCR analysis and selection of reference genes. Target gene expression (Vegfa, Grk2, Sirt4, and Timp3) in H9c2 cells was analyzed following various interventions (hypoxia, hyperglycemia, and/or isoflurane exposure with and without subsequent hypoxia) in relation to putative reference genes (Actb, Gapdh, B2m, Sdha, and Rplp1) using the least variability method vs. an arbitrarily selected but established reference gene. In the vast majority (18 of 21) of papers, no information was provided regarding selection of an appropriate reference gene. In only 1 of 21 papers, a method of appropriate reference gene selection was described and in 2 papers reference gene selection remains unclear. The method of reference gene selection had major impact on interpretation of target gene expression. With hypoxia, for instance, the least variability gene was Rplp1 and target gene expression (Vefga) heavily showed a 2-fold up-regulation (p = 0.022) but no change (p = 0.3) when arbitrarily using Gapdh. Frequency of appropriate reference gene selection in this journal is low, and we propose our strategy for reference gene selection as an easy tool for proper target gene expression.

Entities:  

Keywords:  H9c2 cells; Hypoxia; Isoflurane, preconditioning; Quantitative real-time PCR; Reference gene

Mesh:

Substances:

Year:  2016        PMID: 27650728     DOI: 10.1007/s00210-016-1305-8

Source DB:  PubMed          Journal:  Naunyn Schmiedebergs Arch Pharmacol        ISSN: 0028-1298            Impact factor:   3.000


  64 in total

1.  Effects and mechanism of flavonoids from Astragalus complanatus on breast cancer growth.

Authors:  Jinhai Zhu; Hui Zhang; Zhengzhi Zhu; Qiong Zhang; Xiaokai Ma; Zhen Cui; Tingjing Yao
Journal:  Naunyn Schmiedebergs Arch Pharmacol       Date:  2015-04-24       Impact factor: 3.000

2.  Selection of housekeeping genes for normalization of RT-PCR in hypoxic neural stem cells of rat in vitro.

Authors:  Lu Yao; Xinlin Chen; Yingfang Tian; Haixia Lu; Pengbo Zhang; Qindong Shi; Junfeng Zhang; Yong Liu
Journal:  Mol Biol Rep       Date:  2011-06-03       Impact factor: 2.316

3.  Cardiac gene expression data and in silico analysis provide novel insights into human and mouse taste receptor gene regulation.

Authors:  Simon R Foster; Enzo R Porrello; Maurizio Stefani; Nicola J Smith; Peter Molenaar; Cristobal G dos Remedios; Walter G Thomas; Mirana Ramialison
Journal:  Naunyn Schmiedebergs Arch Pharmacol       Date:  2015-05-20       Impact factor: 3.000

4.  Longikaurin E induces apoptosis of pancreatic cancer cells via modulation of the p38 and PI3K/AKT pathways by ROS.

Authors:  Hai-bo Cheng; Yun Bo; Wei-xing Shen; Xian-guo Ren; Jia-ni Tan; Zhi-rong Jia; Chang-Liang Xu
Journal:  Naunyn Schmiedebergs Arch Pharmacol       Date:  2015-03-06       Impact factor: 3.000

5.  Hyperglycaemia protects the heart after myocardial infarction: aspects of programmed cell survival and cell death.

Authors:  Christiane Malfitano; Tatiana C Alba Loureiro; Bruno Rodrigues; Raquel Sirvente; Vera Maria Cury Salemi; Nara B Rabechi; Silvia Lacchini; Rui Curi; Maria Claudia C Irigoyen
Journal:  Eur J Heart Fail       Date:  2010-04-20       Impact factor: 15.534

6.  Utility of the housekeeping genes 18S rRNA, beta-actin and glyceraldehyde-3-phosphate-dehydrogenase for normalization in real-time quantitative reverse transcriptase-polymerase chain reaction analysis of gene expression in human T lymphocytes.

Authors:  A Bas; G Forsberg; S Hammarström; M-L Hammarström
Journal:  Scand J Immunol       Date:  2004-06       Impact factor: 3.487

7.  Myocardial infarction in diabetic rats: role of hyperglycaemia on infarct size and early expression of hypoxia-inducible factor 1.

Authors:  R Marfella; M D'Amico; C Di Filippo; E Piegari; F Nappo; K Esposito; L Berrino; F Rossi; D Giugliano
Journal:  Diabetologia       Date:  2002-06-26       Impact factor: 10.122

8.  Loss of TIMP3 underlies diabetic nephropathy via FoxO1/STAT1 interplay.

Authors:  Loredana Fiorentino; Michele Cavalera; Stefano Menini; Valentina Marchetti; Maria Mavilio; Marta Fabrizi; Francesca Conserva; Viviana Casagrande; Rossella Menghini; Paola Pontrelli; Ivan Arisi; Mara D'Onofrio; Davide Lauro; Rama Khokha; Domenico Accili; Giuseppe Pugliese; Loreto Gesualdo; Renato Lauro; Massimo Federici
Journal:  EMBO Mol Med       Date:  2013-02-12       Impact factor: 12.137

9.  Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes.

Authors:  Jo Vandesompele; Katleen De Preter; Filip Pattyn; Bruce Poppe; Nadine Van Roy; Anne De Paepe; Frank Speleman
Journal:  Genome Biol       Date:  2002-06-18       Impact factor: 13.583

10.  Hypoxia-inducible factor-1alpha is a critical mediator of hypoxia induced apoptosis in cardiac H9c2 and kidney epithelial HK-2 cells.

Authors:  Ricky Malhotra; David W Tyson; Henry M Rosevear; Frank C Brosius
Journal:  BMC Cardiovasc Disord       Date:  2008-04-30       Impact factor: 2.298

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  12 in total

1.  Selection of reference genes for quantitative PCR: identifying reference genes for airway epithelial cells exposed to Pseudomonas aeruginosa.

Authors:  Thomas H Hampton; Katja Koeppen; Laura Bashor; Bruce A Stanton
Journal:  Am J Physiol Lung Cell Mol Physiol       Date:  2020-06-10       Impact factor: 5.464

2.  Changes in Corticotrope Gene Expression Upon Increased Expression of Peptidylglycine α-Amidating Monooxygenase.

Authors:  Richard E Mains; Crysten Blaby-Haas; Bruce A Rheaume; Betty A Eipper
Journal:  Endocrinology       Date:  2018-07-01       Impact factor: 4.736

3.  Screening and stability analysis of reference genes in fasting caecotrophy model in rabbits.

Authors:  Hui He; Zhichao Li; Mengke Ni; Shanshan Xing; Lei Yu; Huifen Xu; Dehu Zhuo; Ming Li
Journal:  Mol Biol Rep       Date:  2021-11-06       Impact factor: 2.316

4.  A reliable set of reference genes to normalize oxygen-dependent cytoglobin gene expression levels in melanoma.

Authors:  Joey De Backer; Darko Maric; Matthias Bosman; Sylvia Dewilde; David Hoogewijs
Journal:  Sci Rep       Date:  2021-05-25       Impact factor: 4.379

5.  Identification of optimal endogenous reference RNAs for RT-qPCR normalization in hindgut of rat models with anorectal malformations.

Authors:  Caiyun Long; Yunxia Xiao; Siying Li; Xiaobing Tang; Zhengwei Yuan; Yuzuo Bai
Journal:  PeerJ       Date:  2019-04-23       Impact factor: 2.984

6.  Hypoxia and mesenchymal stromal cells as key drivers of initial fracture healing in an equine in vitro fracture hematoma model.

Authors:  Moritz Pfeiffenberger; Janika Bartsch; Paula Hoff; Igor Ponomarev; Dirk Barnewitz; Christa Thöne-Reineke; Frank Buttgereit; Timo Gaber; Annemarie Lang
Journal:  PLoS One       Date:  2019-04-04       Impact factor: 3.240

7.  Extracellular vesicles isolated from patients undergoing remote ischemic preconditioning decrease hypoxia-evoked apoptosis of cardiomyoblasts after isoflurane but not propofol exposure.

Authors:  Frederik Abel; Florian Murke; Morten Gaida; Nicolas Garnier; Crista Ochsenfarth; Carsten Theiss; Matthias Thielmann; Petra Kleinbongard; Bernd Giebel; Jürgen Peters; Ulrich H Frey
Journal:  PLoS One       Date:  2020-02-14       Impact factor: 3.240

8.  Transcriptional Profiling of Non-injured Nociceptors After Spinal Cord Injury Reveals Diverse Molecular Changes.

Authors:  Jessica R Yasko; Isaac L Moss; Richard E Mains
Journal:  Front Mol Neurosci       Date:  2019-11-26       Impact factor: 5.639

9.  Methylation in HT22 cells and primary hippocampal neurons with and without isoflurane exposurewhether isoflurane causes.

Authors:  Stefanie Klenke; Christian Specking; Maike Stegen; Andrea Engler; Jürgen Peters
Journal:  BMC Anesthesiol       Date:  2020-03-14       Impact factor: 2.217

10.  Postmenopausal Osteoporosis reference genes for qPCR expression assays.

Authors:  Camilla Albertina Dantas de Lima; Suelen Cristina de Lima; Alexandre Domingues Barbosa; Paula Sandrin-Garcia; Will de Barros Pita; Jaqueline de Azevêdo Silva; Sergio Crovella
Journal:  Sci Rep       Date:  2019-11-11       Impact factor: 4.379

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