Background: Quantitative real-time PCR (qPCR) has become the "gold standard" for measuring expression levels of individual miRNAs. However, little is known about the validity of reference miRNAs, the improper use of which can result in misleading interpretation of data. Results: Here we undertook a systematic approach to identify highly stable miRNAs in different stress conditions such as low oxygen (hypoxia), UV-stress and high temperature (heat-stress) in the nematode Caenorhabditis elegans. We conducted genome-wide RNA-seq for small RNAs and selected abundant miRNAs with minimal variation of expression between the different conditions. We further validated the stable expression of a selection of those constitutively expressed candidates in the different stress conditions by SYBR Green qPCR. The selected miRNA candidates were analyzed for stability by applying the widely used geNorm logarithm. With this approach, we were able to successfully identify suitable reference miRNAs for each stress condition. Interestingly, we also found that 3 miRNAs, namely mir-2-5p, mir-46-3p and mir-47-3p, are stable in all the above-mentioned conditions suggesting that they might have general functions independent of stress. Conclusions: Our analysis offers a comprehensive list of stably expressed miRNAs in different stress conditions that can be confidently used as reference miRNAs for qPCR analysis in C. elegans.
机构:
Barts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Bustin, Stephen A.
;
Benes, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
EMBL Heidelberg, Genom Core Facil, Heidelberg, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Benes, Vladimir
;
Garson, Jeremy A.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Infect, Ctr Virol, London, England
UCL Hosp, NHS Fdn Trust, Dept Virol, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Garson, Jeremy A.
;
Hellemans, Jan
论文数: 0引用数: 0
h-index: 0
机构:
Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Hellemans, Jan
;
Huggett, Jim
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Ctr Infect Dis, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Huggett, Jim
;
Kubista, Mikael
论文数: 0引用数: 0
h-index: 0
机构:
TATAA Bioctr, Gothenburg, Sweden
Inst Biotechnol AS CR, Prague, Czech RepublicBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Kubista, Mikael
;
Mueller, Reinhold
论文数: 0引用数: 0
h-index: 0
机构:
Sequenom, San Diego, CA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Mueller, Reinhold
;
Nolan, Tania
论文数: 0引用数: 0
h-index: 0
机构:
Sigma Aldrich, Haverhill, MA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Nolan, Tania
;
Pfaffl, Michael W.
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Munich, D-8050 Freising Weihenstephan, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Pfaffl, Michael W.
;
Shipley, Gregory L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Houston, Hlth Sci Ctr, Dept Integrat Biol & Pharmacol, Quantitat Genom Core Lab, Houston, TX USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Shipley, Gregory L.
;
Vandesompele, Jo
论文数: 0引用数: 0
h-index: 0
机构:
Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Vandesompele, Jo
;
Wittwer, Carl T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Pathol, Salt Lake City, UT USA
ARUP Inst Clin & Expt Pathol, Salt Lake City, UT USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
机构:
Department of Veterinary Clinical and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, FrederiksbergDepartment of Veterinary Clinical and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Frederiksberg
机构:
Barts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Bustin, Stephen A.
;
Benes, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
EMBL Heidelberg, Genom Core Facil, Heidelberg, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Benes, Vladimir
;
Garson, Jeremy A.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Infect, Ctr Virol, London, England
UCL Hosp, NHS Fdn Trust, Dept Virol, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Garson, Jeremy A.
;
Hellemans, Jan
论文数: 0引用数: 0
h-index: 0
机构:
Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Hellemans, Jan
;
Huggett, Jim
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Ctr Infect Dis, London, EnglandBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Huggett, Jim
;
Kubista, Mikael
论文数: 0引用数: 0
h-index: 0
机构:
TATAA Bioctr, Gothenburg, Sweden
Inst Biotechnol AS CR, Prague, Czech RepublicBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Kubista, Mikael
;
Mueller, Reinhold
论文数: 0引用数: 0
h-index: 0
机构:
Sequenom, San Diego, CA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Mueller, Reinhold
;
Nolan, Tania
论文数: 0引用数: 0
h-index: 0
机构:
Sigma Aldrich, Haverhill, MA USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Nolan, Tania
;
Pfaffl, Michael W.
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Munich, D-8050 Freising Weihenstephan, GermanyBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Pfaffl, Michael W.
;
Shipley, Gregory L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Houston, Hlth Sci Ctr, Dept Integrat Biol & Pharmacol, Quantitat Genom Core Lab, Houston, TX USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Shipley, Gregory L.
;
Vandesompele, Jo
论文数: 0引用数: 0
h-index: 0
机构:
Ghent Univ Hosp, Ctr Med Genet, B-9000 Ghent, BelgiumBarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
Vandesompele, Jo
;
Wittwer, Carl T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Pathol, Salt Lake City, UT USA
ARUP Inst Clin & Expt Pathol, Salt Lake City, UT USABarts & London Queen Marys Sch Med & Dent, Inst Cell & Mol Sci, Ctr Acad Surg, London, England
机构:
Department of Veterinary Clinical and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, FrederiksbergDepartment of Veterinary Clinical and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Frederiksberg