Betula luminifera is a commercial tree species that is emerging as a new model system for tree genomics research. A draft genomic sequence is expected to be publicly available in the near future, which means that an explosion of gene expression studies awaits. Thus, the work of selecting appropriate reference genes for qPCR normalization in different tissues or under various experimental conditions is extremely valuable. In this study, ten candidate genes were analyzed in B. luminifera subjected to different abiotic stresses and at various flowering stages. The expression stability of these genes was evaluated using three distinct algorithms implemented using geNorm, NormFinder and BestKeeper. The best-ranked reference genes varied across different sample sets, though RPL39, MDH and EF1a were determined as the most stable by the three programs among all tested samples. RPL39 and EF1a should be appropriate for normalization in N-starved roots, while the combination of RPL39 and MDH should be appropriate for N-starved stems and EF1a and MDH should be appropriate in N-starved leaves. In PEG-treated (osmotic) roots, MDH was the most suitable, whereas EF1a was suitable for PEG-treated stems and leaves. TUA was also stably expressed levels in PEG-treated plants. The combination of RPL39 and TUB should be appropriate for heat-stressed leaves and flowering stage. For reference gene validation, the expression levels of SOD and NFYA-3 were investigated. This work will be beneficial to future studies on gene expression under different abiotic stress conditions and flowering status in B. luminifera.
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
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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:
S China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
Chen, Lei
;
Zhong, Hai-ying
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h-index: 0
机构:
S China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
Zhong, Hai-ying
;
Kuang, Jian-fei
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h-index: 0
机构:
S China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
Kuang, Jian-fei
;
Li, Jian-guo
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机构:
S China Agr Univ, China Litchi Res Ctr, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
Li, Jian-guo
;
Lu, Wang-jin
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h-index: 0
机构:
S China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
Lu, Wang-jin
;
Chen, Jian-ye
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h-index: 0
机构:
S China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
机构:
Univ Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Cruz, Fernanda
;
Kalaoun, Samara
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h-index: 0
机构:
Univ Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Kalaoun, Samara
;
Nobile, Paula
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h-index: 0
机构:
Agron Inst Campinas, Ctr Genet, BR-13012970 Campinas, SP, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Nobile, Paula
;
Colombo, Carlos
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h-index: 0
机构:
Agron Inst Campinas, Ctr Genet, BR-13012970 Campinas, SP, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Colombo, Carlos
;
Almeida, Juliana
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h-index: 0
机构:
EMBRAPA Recursos Genet & Biotecnol, BR-70770900 Brasilia, DF, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Almeida, Juliana
;
Barros, Leila M. G.
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h-index: 0
机构:
EMBRAPA Recursos Genet & Biotecnol, BR-70770900 Brasilia, DF, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Barros, Leila M. G.
;
Romano, Eduardo
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h-index: 0
机构:
EMBRAPA Recursos Genet & Biotecnol, BR-70770900 Brasilia, DF, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Romano, Eduardo
;
Grossi-de-Sa, Maria Fatima
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机构:
EMBRAPA Recursos Genet & Biotecnol, BR-70770900 Brasilia, DF, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Grossi-de-Sa, Maria Fatima
;
Vaslin, Maite
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机构:
Univ Fed Rio de Janeiro, Inst Microbiol, BR-21944970 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Vaslin, Maite
;
Alves-Ferreira, Marcio
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h-index: 0
机构:
Univ Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
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:
S China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
Chen, Lei
;
Zhong, Hai-ying
论文数: 0引用数: 0
h-index: 0
机构:
S China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
Zhong, Hai-ying
;
Kuang, Jian-fei
论文数: 0引用数: 0
h-index: 0
机构:
S China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
Kuang, Jian-fei
;
Li, Jian-guo
论文数: 0引用数: 0
h-index: 0
机构:
S China Agr Univ, China Litchi Res Ctr, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
Li, Jian-guo
;
Lu, Wang-jin
论文数: 0引用数: 0
h-index: 0
机构:
S China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
Lu, Wang-jin
;
Chen, Jian-ye
论文数: 0引用数: 0
h-index: 0
机构:
S China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R ChinaS China Agr Univ, Coll Hort Sci, Guangdong Key Lab Postharvest Sci, Guangzhou 510642, Guangdong, Peoples R China
机构:
Univ Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Cruz, Fernanda
;
Kalaoun, Samara
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Kalaoun, Samara
;
Nobile, Paula
论文数: 0引用数: 0
h-index: 0
机构:
Agron Inst Campinas, Ctr Genet, BR-13012970 Campinas, SP, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Nobile, Paula
;
Colombo, Carlos
论文数: 0引用数: 0
h-index: 0
机构:
Agron Inst Campinas, Ctr Genet, BR-13012970 Campinas, SP, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Colombo, Carlos
;
Almeida, Juliana
论文数: 0引用数: 0
h-index: 0
机构:
EMBRAPA Recursos Genet & Biotecnol, BR-70770900 Brasilia, DF, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Almeida, Juliana
;
Barros, Leila M. G.
论文数: 0引用数: 0
h-index: 0
机构:
EMBRAPA Recursos Genet & Biotecnol, BR-70770900 Brasilia, DF, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Barros, Leila M. G.
;
Romano, Eduardo
论文数: 0引用数: 0
h-index: 0
机构:
EMBRAPA Recursos Genet & Biotecnol, BR-70770900 Brasilia, DF, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Romano, Eduardo
;
Grossi-de-Sa, Maria Fatima
论文数: 0引用数: 0
h-index: 0
机构:
EMBRAPA Recursos Genet & Biotecnol, BR-70770900 Brasilia, DF, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Grossi-de-Sa, Maria Fatima
;
Vaslin, Maite
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio de Janeiro, Inst Microbiol, BR-21944970 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil
Vaslin, Maite
;
Alves-Ferreira, Marcio
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Ctr Hlth Sci, Dept Genet, Ilha Fundao, BR-21944970 Rio De Janeiro, Brazil