Pearl millet [Pennisetum glaucum (L.) R. Br.], a close relative of Panicoideae food crops and bioenergy grasses, offers an ideal system to perform functional genomics studies related to C4 photosynthesis and abiotic stress tolerance. Quantitative real-time reverse transcription polymerase chain reaction (qRT-PCR) provides a sensitive platform to conduct such gene expression analyses. However, the lack of suitable internal control reference genes for accurate transcript normalization during qRT-PCR analysis in pearl millet is the major limitation. Here, we conducted a comprehensive assessment of 18 reference genes on 234 samples which included an array of different developmental tissues, hormone treatments and abiotic stress conditions from three genotypes to determine appropriate reference genes for accurate normalization of qRT-PCR data. Analyses of Ct values using Stability Index, BestKeeper, Delta Ct, Normfinder, geNorm and RefFinder programs ranked PP2A, TIP41, UBC2, UBQ5 and ACT as the most reliable reference genes for accurate transcript normalization under different experimental conditions. Furthermore, we validated the specificity of these genes for precise quantification of relative gene expression and provided evidence that a combination of the best reference genes are required to obtain optimal expression patterns for both endogeneous genes as well as transgenes in pearl millet.
机构:
Chinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
Chinese Acad Forestry, Res Inst Subtrop Forestry, Hangzhou 311400, Zhejiang, Peoples R ChinaChinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
Lin, Liyuan
Han, Xiaojiao
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Chinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
Chinese Acad Forestry, Res Inst Subtrop Forestry, Hangzhou 311400, Zhejiang, Peoples R ChinaChinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
Han, Xiaojiao
Chen, Yicun
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Chinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
Chinese Acad Forestry, Res Inst Subtrop Forestry, Hangzhou 311400, Zhejiang, Peoples R ChinaChinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
Chen, Yicun
Wu, Qingke
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Chinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
Chinese Acad Forestry, Res Inst Subtrop Forestry, Hangzhou 311400, Zhejiang, Peoples R ChinaChinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
Wu, Qingke
Wang, Yangdong
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Chinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
Chinese Acad Forestry, Res Inst Subtrop Forestry, Hangzhou 311400, Zhejiang, Peoples R ChinaChinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
机构:
Ankara Univ, Fac Sci, Tissue Engn Biomat & Nanobiotechnol Lab, Ankara, Turkey
Ankara Univ Stem Cell Inst, Ankara, TurkeyAnkara Univ, Fac Sci, Tissue Engn Biomat & Nanobiotechnol Lab, Ankara, Turkey
Ayanoglu, Fatma Betul
Elcin, Ayse Eser
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Ankara Univ, Fac Sci, Tissue Engn Biomat & Nanobiotechnol Lab, Ankara, Turkey
Ankara Univ Stem Cell Inst, Ankara, TurkeyAnkara Univ, Fac Sci, Tissue Engn Biomat & Nanobiotechnol Lab, Ankara, Turkey
Elcin, Ayse Eser
Elcin, Yasar Murat
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Ankara Univ, Fac Sci, Tissue Engn Biomat & Nanobiotechnol Lab, Ankara, Turkey
Ankara Univ Stem Cell Inst, Ankara, Turkey
Biovalda Hlth Technol Inc, Ankara, TurkeyAnkara Univ, Fac Sci, Tissue Engn Biomat & Nanobiotechnol Lab, Ankara, Turkey
Elcin, Yasar Murat
CELL BIOLOGY AND TRANSLATIONAL MEDICINE, VOL 4: STEM CELLS AND CELL BASED STRATEGIES IN REGENERATION,
2018,
1119
: 151
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168
机构:
Indian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, IndiaIndian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, India
James, Donald
Tarafdar, Avijit
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Indian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, IndiaIndian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, India
Tarafdar, Avijit
Biswas, Koushik
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机构:
Indian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, IndiaIndian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, India
Biswas, Koushik
Sathyavathi, Tara C.
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机构:
Indian Agr Res Inst, Div Genet, New Delhi 110012, IndiaIndian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, India
Sathyavathi, Tara C.
Padaria, Jasdeep Chatrath
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Indian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, IndiaIndian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, India
Padaria, Jasdeep Chatrath
Kumar, P. Ananda
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Indian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, IndiaIndian Agr Res Inst, Natl Res Ctr Plant Biotechnol, New Delhi 110012, India