Validation of reliability for reference genes under various abiotic stresses in tea plant

Reference genes are frequently used as a normalization standard to obtain reliable data during quantitative real-time polymerase chain reaction (qRT-PCR). However, recent studies showed that most traditional reference genes were not stable under different treatments or environmental stresses, which may lead to misinterpret expression of the target genes. In this study, 7 candidate reference genes in tea plant (Camellia sinensis (L.) Kuntze cv. Yingshuang) were selected and their expression stability under different abiotic stresses was analyzed using geNorm, NormFinder, and BestKeeper methods. Our results suggest that TUA1 (alpha-1 tubulin) has the most stable expression under damage stresses according to 3 methods of analysis. For drought stresses, 18S rRNA, and GAPDH (glyceraldehyde-3-phosphate dehydrogenase) were the most stable genes. For cold, Al, and NaCl stresses, GAPDH and TUA1 may be the alternative options. Our results may provide an insight for identification of the optimal reference genes for tea plants under various treatments.     

Selection and evaluation of reference genes for quantitative gene expression analysis in broomcorn millet (<Emphasis Type="Italic">Panicum miliaceum</Emphasis> L.)

The appropriate reference genes are crucial for normalization of the target gene expression in qRT-PCR analysis. Broomcorn millet (Panicum miliaceum L.) is one of the most important crops in drought areas worldwide, while the systematical investigation and evaluation of reference genes has not been investigated in this species up to now. Here, 9 commonly used reference genes were selected to detect their expressional stability in different tissues and under different stresses in broomcorn millet. ΔC_t, BestKeeper, NormFinder and GeNorm approaches were used to evaluate the potentiality of these candidate genes as the reference gene in broomcorn millet. Taken together, results found that 18S and GAPDH were the suitable reference genes for gene expression normalization in different tissues and under stress treatment in broomcorn millet. This was the first study to investigate the reference genes for qRT-PCR analysis in broomcorn millet, which will facilitate the gene expression studies and also accelerate revealing the molecular mechanism of well-adapted extreme climatic conditions.     

Evaluation of stability and validation of reference genes for RT-qPCR expression studies in rice plants under water deficit

Many studies use strategies that allow for the identification of a large number of genes expressed in response to different stress conditions to which the plant is subjected throughout its cycle. In order to obtain accurate and reliable results in gene expression studies, it is necessary to use reference genes, which must have uniform expression in the majority of cells in the organism studied. RNA isolation of leaves and expression analysis in real-time quantitative polymerase chain reaction (RT-qPCR) were carried out. In this study, nine candidate reference genes were tested, actin 11 (ACT11), ubiquitin conjugated to E2 enzyme (UBC-E2), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), beta tubulin (β-tubulin), eukaryotic initiation factor 4α (eIF-4α), ubiquitin 10 (UBQ10), ubiquitin 5 (UBQ5), aquaporin TIP41 (TIP41-Like) and cyclophilin, in two genotypes of rice, AN Cambará and BRS Querência, with different levels of soil moisture (20%, 10% and recovery) in the vegetative (V5) and reproductive stages (period preceding flowering). Currently, there are different softwares that perform stability analyses and define the most suitable reference genes for a particular study. In this study, we used five different methods: geNorm, BestKeeper, ΔCt method, NormFinder and RefFinder. The results indicate that UBC-E2 and UBQ5 can be used as reference genes in all samples and softwares evaluated. The genes β-tubulin and eIF-4α, traditionally used as reference genes, along with GAPDH, presented lower stability values. The gene expression of basic leucine zipper (bZIP23 and bZIP72) was used to validate the selected reference genes, demonstrating that the use of an inappropriate reference can induce erroneous results.     

The use of miRNAs as reference genes for miRNA expression normalization during <Emphasis Type="Italic">Lilium</Emphasis> somatic embryogenesis by real-time reverse transcription PCR analysis

Expression profiling of miRNAs has the ability to reveal the essence of somatic embryogenesis (SE). qRT-PCR is one of the most commonly used techniques for dynamic miRNA detection but requires optimal reference genes for data reliability. This is the first report on reference gene validation for miRNA expression normalization in Lilium (Lilium pumilum DC. Fisch. and Lilium davidii var. unicolor). In this study, seventeen miRNAs together with two snRNAs (U4, U6), one rRNA (5S rRNA) and three protein-coding genes (FP, ACT, GAPDH) were selected as reference candidates, and their expression stability was validated by qRT-PCR among eleven developing SE cultures in two lilies. Four normalization algorithms, including geNorm, BestKeeper, NormFinder and RefFinder, were also used to evaluate the stability of the reference candidates. For Lilium pumilum DC. Fisch., lpu-miR159a was the optimal reference gene during SE, followed by lpu-miR408b, while U6 was the least stable reference candidate. For Lilium davidii var. unicolor, FP presented greater stability than did half of the miRNA candidates, but the best reference gene was lda-miR162, followed by lda-miR159a. Further analysis of the expression level of miR156 and miR529 was used to evaluate the validity of the reference genes in both lilies. In general, miRNAs are superior to common protein-coding genes and snRNAs / rRNAs as reference genes for miRNA expression normalization during Lilium SE, and the most suitable reference miRNA is different between two species in the same Lilium genus. This is a pioneer study using suitable miRNAs as reference genes in Lilium and constitutes a small but essential step for the further exploration of miRNA function in Lilium, thus offering valuable references for other plants.     

Identification of suitable reference genes for real-time quantitative PCR analysis of hydrogen peroxide-treated human umbilical vein endothelial cells

Background

Oxidative stress can induce cell injury in vascular endothelial cells, which is the initial event in the development of atherosclerosis. Although quantitative real-time polymerase chain reaction (qRT-PCR) has been widely used in gene expression studies in oxidative stress injuries, using carefully validated reference genes has not received sufficient attention in related studies. The objective of this study, therefore, was to select a set of stably expressed reference genes for use in qRT-PCR normalization in oxidative stress injuries in human umbilical vein endothelial cells (HUVECs) induced by hydrogen peroxide (H₂O₂).

Results

Using geNorm analysis, we found that five stably expressed reference genes were sufficient for normalization in qRT-PCR analysis in HUVECs treated with H₂O₂. Genes with the most stable expression according to geNorm were U6, TFRC, RPLP0, GAPDH, and ACTB, and according to NormFinder were ALAS1, TFRC, U6, GAPDH, and ACTB.

Conclusion

Taken together, our study demonstrated that the expression stability of reference genes may differ according to the statistical program used. U6, TFRC, RPLP0, GAPDH, and ACTB was the optimal set of reference genes for studies on gene expression performed by qRT-PCR assays in HUVECs under oxidative stress study.

     

<Emphasis Type="Italic">Platycladus orientalis</Emphasis> PoKub3 is involved in abiotic stress responses in transgenic arabidopsis

Ku70-binding proteins associate with Ku70 and their expression levels can affect DSB repair efficiency via the DNA-PK-dependent repair pathway. However, how Ku70-binding proteins in plants exert a regulatory function under abiotic stress is poorly understood. Here, we cloned and characterized a PoKub3 gene from 500-year-old Platycladus orientalis. With increasing age, PoKub3 expression in P. orientalis increased gradually. The PoKub3 expression levels in leaves were upregulated under salt, heat, UV-C and abscisic acid treatments according to qRT-PCR. Moreover, PoKub3 overexpression in Arabidopsis thaliana improved tolerance to salt and drought stress compared with wild-type (WT) and vector control (VC) plants. High RAB18 and DREB2A expression and low JAZ1 and ABI2 expression provided strong evidence that salt tolerance was enhanced in the overexpression plants. Similarly, high RAB18 and DREB2A expression, accompanied by low JAZ1 and LOX1 expression and high DREB1A, CPK10, GSTF6 and APX1 expression, suggested the drought tolerance mechanism was associated with the abscisic acid pathway. In addition, lower malondialdehyde content, electrolyte leakage and stomatal conductance, and higher soluble sugar and relative water contents in PoKub3 overexpression lines than in WT and VC plants demonstrated its role in salt and drought tolerance. Together, these findings show that PoKub3 positively regulates salt and drought tolerance by regulating stress-related genes.     

Reference genes selection for quantitative gene expression studies in <Emphasis Type="Italic">Pinus massoniana</Emphasis> L.

Key message

Evaluation and selection of reference genes in Pinus massoniana L. (PM) for gene expression studies of various tissues, floral organ development, and abiotic stress.

Abstract

An important prerequisite for obtaining accurate gene expression results using quantitative real-time PCR is the selection of a reference gene or a group of genes having a highly stable level of expression. Pinus massoniana L. (PM) is the predominant fast-growing timber forest tree species in southern China. In this study of PM, we evaluated various tissues, flowers in different developmental phases, leaves from a cultivar with insect resistance, and leaves from plants under several types of abiotic stresses. Comprehensive Analysis was performed using BestKeeper, Normfinder, geNorm, and RefFinder software to select the most stable reference gene or gene group from among 25 candidate genes in these samples. The results showed that different experimental conditions require the use of different reference genes: ACT1 could be used as a reference gene for all samples in this study; UBI4 was the best gene for various tissues and zinc stress; CYP was the most stable gene for leaves from insect-resistant materials and Pb stress; Fbox and UBI11 were the best reference genes for salt stress; Fbox + RRP8, ARF + TUBA, and EF1B + IDH were the best reference groups for drought stress, low temperature stress, and flowers in different developmental phases, respectively. This study presents a reliable selection of reference genes for Masson pine, and the conclusions are meaningful for improving the accuracy of expression analyses in future molecular biology studies.

     

Selection of reference genes for quantitative real-time PCR in <Emphasis Type="Italic">Casuarina equisetifolia</Emphasis> under salt stress

Real time quantitative PCR (qPCR) is widely used in gene expression analysis for its accuracy and sensitivity. Reference genes serving as endogenous controls are necessary for gene normalization. In order to select an appropriate reference gene to normalize gene expression in Casuarina equisetifolia under salt stress, 10 potential reference genes were evaluated using real time qPCR in the leaves and roots of plants grown under different NaCl concentrations and treatment durations. GeNorm, NormFinder, and BestKeeper analyses reveal that elongation factor 1-alpha (EF1α) and ubiquitin-conjugating enzyme E2 (UBC) were the most appropriate reference genes for real time qPCR under salt stress. However, β-tubulin (βTUB) and actin 7, which were widely used as reference genes in other plant species, were not always stably expressed. The combination of EF1α, UBC, uncharacterized protein 2, DNAJ homolog subfamily A member 2, and glyceraldehyde-3-phosphate dehydrogenase should be ideal reference genes for normalizing gene expression data in all samples under salt stress. It indicates the need for reference gene selection for normalizing gene expression in C. equisetifolia. In addition, the suitability of reference genes selected was confirmed by validating the expression of WRKY29-like and expansin-like B1. The results enable analysis of salt response mechanism and gene expression in C. equisetifolia.     

Nucleotide Diversity of the Coding and Promoter Regions of <Emphasis Type="Italic">DREB1D</Emphasis>, a Candidate Gene for Drought Tolerance in <Emphasis Type="Italic">Coffea</Emphasis> Species

Climate change is posing a major challenge to coffee production worldwide leading to a need for the development of coffee cultivars with increased drought tolerance. In several plant species, the use of DREB genes in crop improvement has achieved promising results to desiccation tolerance engineering. Recent studies reported CcDREB1D specific patterns of expression in Coffea canephora and functional evidence of this gene involvement in drought stress responses. However, knowledge on natural diversity of this gene is largely unknown. In this context, this study aimed at evaluating the sequence variability of the DREB1D gene in several Coffea genotypes. Nucleotide variation in promoters and coding regions of this gene were evaluated in a population consisting of 38 genotypes of C. canephora, C. arabica and C. eugenioides, most of them characterized by different phenotypes (tolerance vs. susceptibility) in relation to drought. The genetic diversity of the loci revealed different haplotypes for the promoter and coding regions. In particular, our findings suggest association between drought tolerance and the genetic variations on DREB1D promoter regions, but not with those from its corresponding coding regions. Gene expression studies revealed up-regulated expression of DREB1D gene upon drought mainly in leaves of drought-tolerant clones of C. canephora, and in response to drought, high, and low temperatures in leaves of C. arabica, suggesting a key role of this gene in coffee responses to abiotic stress.     

Validation of Appropriate Reference Genes for Real-Time Quantitative PCR Gene Expression Analysis in Rice Plants Exposed to Metal Stresses

Environmental pollution by toxic heavy metals may lead to the possible contamination of the rice plant (Oryza sativa L.). Although gene expression analysis through real-time quantitative PCR (RT-qPCR) has increased our knowledge about biological responses to heavy metals, gene network that mediates rice plant responses to heavy metal stress remains elusive. In such scenario, validation of reference gene is a major requirement for successful analyzes involving RT-qPCR. In this study, we analyzed the expression stability of eight commonly used housekeeping genes (GAPDH, Actin, eIF-4α, UBQ 5, UBQ 10, UBC, EF-1α and β-TUB) in rice leaves exposed to four kinds of heavy metals (Zn, Cu, Cd and Pb). The expression stability of these genes was determined using geNorm, NormFinder, BestKeeper and RefFinder algorithms. The results showed that UBQ 10 and UBC were the most stable reference genes across all the tested samples. We measured the expression profiles of the heavy metal-inducible gene O. sativa METALLOTHIONEIN2b (OsMT2b) using the two most stable and one least stable reference genes in all samples. The relative expression of OsMT2b varied greatly according to the different reference genes. Our results may be beneficial for future studies involving the quantification of relative gene expression levels in rice plants.