Scientific Reports · 2016 · 17 citations · 38 references
Life SciencesBotanyPlant SciencesPlant GeneticsPlant Molecular BiologyTranscriptomicsAbiotic Stress EvaluationDrought Stress PhysiologyPlant Gene ExpressionPlant TranscriptomicsDrought StressDrought Stress EffectsDrought Stress Response GenesDrought Stress TranscriptomicsGene Expression StabilityGene Expression Under Water StressReal-time Polymerase Chain Reaction (Pcr)Stable Expression
For quantitative real-time PCR (qRT-PCR) analysis, the key prerequisite that determines result accuracy is the selection of appropriate reference gene(s). Goji (Lycium barbarum L.) is a multi-branched shrub belonging to the Solanaceae family. To date, no systematic screening or evaluation of reference gene(s) in Goji has been performed. In this work, we identified 18 candidate reference genes from the transcriptomic sequencing data of 14 samples of Goji at different developmental stages and under drought stress condition. The expression stability of these candidate genes was rigorously analyzed using qRT-PCR and four different statistical algorithms: geNorm, BestKeeper, NormFinder and RefFinder. Two novel reference genes LbCML38 and LbRH52 showed the most stable expression, whereas the traditionally used reference genes such as LbGAPDH, LbHSP90 and LbTUB showed unstable expression in the tested samples. Expression of a target gene LbMYB1 was also tested and compared using optimal reference genes LbCML38 and LbRH52, mediocre reference gene LbActin7, and poor reference gene LbHSP90 as normalization standards, respectively. As expected, calculation of the target gene expression by normalization against LbCML38, LbActin7 or LbHSP90 showed significant differences. Our findings suggest that LbCML38 and LbRH52 can be used as reference genes for gene expression analysis in Goji.
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Full-length transcriptome assembly from RNA-Seq data without a reference genome
Manfred Grabherr, Brian J. Haas, Moran Yassour et al. · Nature Biotechnology · 2011 · 22.6K citations · Full text
Claus L. Andersen, Jens Ledet Jensen, Torben F. Ørntoft · Cancer Research · 2004 · 7.2K citations