Reference Genes For qRT-PCR Analysis Research Articles

Identification and Validation of Reference Genes for qRT-PCR Analysis of Petal-Color-Related Genes in Rosa praelucens.

The flower's color is regarded as one of the most outstanding features of the rose. Rosa praelucens Byhouwer, an endemic and critically endangered decaploid wild rose species, is abundant in phenotypic diversity, especially in flower color variation, from white to different degrees of pink. The mechanism underlying this variation, e.g., the level of petal-color-related genes, is worth probing. Seven candidate reference genes for qRT-PCR analysis, including tubulin α chain (TUBA), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), histone H2B (Histone2A), eukaryotic translation elongation factor 1-α (EEF1A), 60S ribosomal protein (RPL37), eukaryotic translation initiation factor 1-α (EIF1A), and aquaporins (AQP), were detected from the transcriptome datasets of full blooming flowers of white-petaled and pink-petaled individuals, and their expression stabilities were evaluated through qRT-PCR analysis. According to stability rankings analysis, EEF1A showed the highest stability and could be chosen as the most suitable reference gene. Moreover, the reliability of EEF1A was demonstrated via qRT-PCR analysis of six petal-color-related target genes, the expression patterns of which, through EEF1A normalization, were found to be consistent with the findings of transcriptome analysis. The result provides an optimal reference gene for exploring the expression level of petal-color-related genes in R. praelucens, which will accelerate the dissection of petal-color-variation mechanisms in R. praelucens.

Identification of Accurate Reference Genes for qRT-PCR Analysis of Gene Expression in Eremochloa ophiuroides under Multiple Stresses of Phosphorus Deficiency and/or Aluminum Toxicity.

Centipedegrass (Eremochloa ophiuroides (Munro.) Hack.) is a species originating in China and is an excellent warm-season turfgrass. As a native species in southern China, it is naturally distributed in the phosphorus-deficient and aluminum-toxic acid soil areas. It is important to research the molecular mechanism of centipedegrass responses to phosphorus-deficiency and/or aluminum-toxicity stress. Quantitative Real-Time PCR (qRT-PCR) is a common method for gene expression analysis, and the accuracy of qRT-PCR results depends heavily on the stability of internal reference genes. However, there are still no reported stable and effective reference genes for qRT-PCR analysis of target genes under the acid-soil-related stresses in different organs of centipedegrass. For scientific rigor, the gene used as a reference for any plant species and/or any stress conditions should be first systematically screened and evaluated. This study is the first to provide a group of reliable reference genes to quantify the expression levels of functional genes of Eremochloa ophiuroides under multiple stresses of P deficiency and/or aluminum toxicity. In this study, centipedegrass seedlings of the acid-soil-resistant strain 'E041' and acid-soil-sensitive strain 'E089' were used for qRT-PCR analysis. A total of 11 candidate reference genes (ACT, TUB, GAPDH, TIP41, CACS, HNR, EP, EF1α, EIF4α, PP2A and actin) were detected by qRT-PCR technology, and the stability of candidate genes was evaluated with the combination of four internal stability analysis software programs. The candidate reference genes exhibited differential stability of expression in roots, stems and leaves under phosphorus-deficiency and/or aluminum-toxicity stress. On the whole, the results showed that GAPDH, TIP41 and HNR were the most stable in the total of samples. In addition, for different tissues under various stresses, the selected reference genes were also different. CACS and PP2A were identified as two stable reference genes in roots through all three stress treatments (phosphate deficiency, aluminum toxicity, and the multiple stress treatment of aluminum toxicity and phosphate deficiency). Moreover, CACS was also stable as a reference gene in roots under each treatment (phosphate deficiency, aluminum toxicity, or multiple stresses of aluminum toxicity and phosphate deficiency). In stems under all three stress treatments, GAPDH and EIF4α were the most stable reference genes; for leaves, PP2A and TIP41 showed the two highest rankings in all three stress treatments. Finally, qRT-PCR analysis of the expression patterns of the target gene ALMT1 was performed to verify the selected reference genes. The application of the reference genes identified as internal controls for qRT-PCR analysis will enable accurate analysis of the target gene expression levels and expression patterns in centipedegrass under acid-soil-related stresses.

Selection and Validation of Reference Genes for qRT-PCR Analysis of Gene Expression in Tropaeolum majus (Nasturtium)

Tropaeolum majus (nasturtium) is an important ornamental and medicinal plant due to its colorful flowers, shield-shaped leaves, and richness in mineral elements and bioactive compounds. However, the key genes related to these important biological traits, as well as their expression patterns and functions, remain obscure. In this study, to choose appropriate reference genes for quantitative real-time reverse transcription polymerase chain reaction (qRT-PCR) analysis, we screened 14 candidate genes from the transcriptome of T. majus and evaluated their expression stability. Through evaluation with four commonly used algorithms (geNorm, NormFinder, BestKeeper, and RefFinder), EXP1, EXP2, and TUB6 were found to be the most stably expressed genes among different organs, while EXP1 combined with CYP2 was identified as the optimal reference gene combination for seeds at different development stages. For all the tested samples, EXP1, EXP2, CYP2, and ACT2 were the most suitable reference genes. Moreover, the target gene KCS11 involved in very-long-chain fatty acid biosynthesis was employed to confirm the most and least stable reference genes in different organs, seeds at different development stages, and all the tested samples. The expression profiles of KCS11 were similar, with minor differences based on the analysis of different stable reference genes (either alone or in combination), while the expression profiles were diverse and the relative expression level was overestimated when using the least stable ones. These results suggest that the appropriate selection of reference genes is critical for the normalization of gene expression. Furthermore, the reference genes screened in this study will greatly improve the accuracy of the qRT-PCR quantification of candidate genes involved in the many biological characteristics of nasturtium.

Identification and testing of reference genes for qRT-PCR analysis during pear fruit development

Quantitative real-time PCR (qRT-PCR) is currently one of the most reliable and improved tools for analyzing gene expression. Various studies have shown that housekeeping genes vary with cultivars, tissues and treatment. Reliable and stable reference genes were necessarily identified and evaluated according to different experimental requirements. In this study, 10 candidate reference genes were initially screened based on transcriptome sequencing data of four pear fruit development stages for three pear cultivars, including a candidate housekeeping gene PbrTUB. Furthermore, we ranked the expression stability of 10 candidate reference genes using GeNorm, NormFinder, BestKeeper and ReFinder algorithms. The results showed that Pbr028511, Pbr038418 and Pbr041114 were the most stable reference genes in Cuiguan, Housui and Xueqing fruit, respectively. Taken together, these results serve as a useful reference for gene function investigations and molecular mechanism studies in fruit development and ripening for various pear cultivars.

Evaluation of Optimal Reference Genes for qRT-PCR Analysis in Hyphantria cunea (Drury).

Simple SummaryReverse transcription-quantitative polymerase chain reaction (qRT-PCR) has rapidly become the most accessible and widely-applied method for quantifying gene transcription. Stable reference genes need to be normalized to facilitate gene expression studies and obtain more accurate qRT-PCR data. In this research, eight reference genes from different functional categories and gene families were used to assess the stability level of gene expression under different conditions in H. cunea. Finally, the expression pattern of the target gene serine proteases (HcSP1) was evaluated under different conditions to verify the precision and reliability of the results. This study provides a comprehensive list of suitable reference genes for analyses and optional reference genes for other gene function research in H. cunea.The relative quantification of gene expression is mainly achieved through reverse transcription-quantitative PCR (qRT-PCR); however, its reliability and precision rely on proper data normalization using one or more optimal reference genes. Hyphantria cunea (Drury) has been an invasive pest of forest trees, ornamental plants, and fruit trees in China for many years. Currently, the molecular physiological role of reference genes in H. cunea is unclear, which hinders functional gene study. Therefore, eight common reference genes, RPS26, RPL13, UBI, AK, RPS15, EIF4A, β-actin, α-tub, were selected to evaluate levels of gene expression stability when subjected to varied experimental conditions, including developmental stage and gender, different tissues, larvae reared on different hosts and different larval density. The geNorm, BestKeeper, ΔCt method, and NormFinder statistical algorithms were used to normalize gene transcription data. Furthermore, the stability/suitability of these candidates was ranked overall by RefFinder. This study provides a comprehensive evaluation of reference genes in H. cunea and could help select reference genes for other Lepidoptera species.

Selection and Verification of Reference Genes for qRT-PCR Analysis in Iris domestica under Drought

Iris domestica is a plant of the Iridaceae family and is drought-tolerant, but its drought-resistance mechanism is not yet clear. Analysing the gene expression changes of I. domestica by qRT-PCR is an important mean to understand its drought resistance characteristics. Nevertheless, a lack of reference genes greatly hinders investigation and research on the adaptation of I. domestica to drought at the molecular and genetic levels. In this study, we assessed the expression stability of 11 candidate gene in I. domestica under drought stress conditions and different tissues using geNorm, NormFinder, BestKeeper and RefFinder tools. The results showed that EF1β was the most stable reference genes under drought stress and in different tissues. To validate further the stability of the identified reference genes, the expression patterns of VP gene in I. domestica was analysed. These results will be conducive to more accurate quantification of gene expression levels in I. domestica.

Selection and evaluation of reference genes for qRT-PCR analysis of different developmental stages in Chilo suppressalis

• The stabilities of reference genes in different developmental stages and sexes of C. suppressalis were systematically studied. • H3 was the most stable reference gene for normalizing expression in different developmental stages. • It was not required to select and validate reference genes in different sexes of C. suppressalis . Quantitative real-time RT-PCR is considered to valuable method for the analysis of gene expression. But for the data accuracy of gene expression, the normalization of data using reference genes is essential. In this study, we focus on the analysis of the relative expression of nine commonly used candidate reference genes in the different developmental stages and female and male pupae/adults of Chilo suppressalis , and expression stabilities were analyzed by the ΔCt method, geNorm, NormFinder, and RefFinder. The results showed that H3 was the most stable reference genes in the different developmental stages while EF1 was the optimal genes in pupae/adult of different sexes of C. suppressalis . To validate, the expression profile of the gene encoding heat shock protein 60 ( Hsp60 ) was investigated. The results showed that the transcription of target gene Hsp60 varied depending on the reference gene selected for normalization in different developmental stages, but the trend of expression of Hsp60 between the most stable reference gene combination and the least stable reference gene in pupae/adults of different sexes was the same. Therefore, it is imperative to select the reference genes to estimate target gene expression accurately in the specific experiment. This study provides scientific basis on functional analyses of the important genes contributed to the development and sex differentiation of C. suppressalis .

New Reference Genes for qRT-PCR Analysis as a Potential Target for Identification of Trichophyton verrucosum in Different Culture Conditions.

Dermatophytes are a group of filamentous fungi infecting skin, hair, and nails that raise great diagnostic difficulties. qRT-PCR is a reliable technique for quantifying gene expression with increasingly frequent use in mycological diagnostics. Knowledge of genes and molecular markers with potential to be used in the identification of dermatophytes is of great importance for the development of this branch of diagnostics. In this article, the suitability of six candidate reference genes (TUBB, ACTB, ADPRF, RPL2, SDHA, and EEF1A1) was investigated for gene expression analysis in the dermatophyte Trichophyton verrucosum, which was cultured in various mycological media that are commonly used in a diagnostic laboratory, i.e., Sabouraud, potato dextrose, and keratin-supplemented MM-Cove. The different culture conditions are extremely important factors for the growth and physiology of dermatophytes. Gene expression stability was evaluated using geNorm, NormFinder, BestKeeper, and RefFinder algorithms. Regarding the stability of expression, SDHA was the most stable housekeeping gene; hence, this gene is recommended for future qRT-PCR studies on T. verrucosum strains. These results allow us to conclude that the SDHA gene can be an additional good candidate as an identification target in the qRT-PCR technique.

Selection and Validation of Reference Genes for qRT-PCR Analysis in the Oil-Rich Tuber Crop Tiger Nut (Cyperus esculentus) Based on Transcriptome Data.

Tiger nut (Cyperus esculentus), a perennial C4 plant of the Cyperaceae family, is an unconventional crop that is distinguished by its oil-rich tubers, which also possesses the advantages of strong resistance, wide adaptability, short life periods, and large biomass. To facilitate studies on gene expression in this species, we identified and validated a series of reference genes (RGs) based on transcriptome data, which can be employed as internal controls for qRT-PCR analysis in tiger nut. Fourteen putative candidate RGs were identified and evaluated across nine different tissues of two cultivars, and the RGs were analyzed using three different algorithms (geNorm, NormFinder, and BestKeeper). The stability rankings of the candidate RGs were merged into consensus lists with RankAggreg. For the below-ground storage organ of tiger nut, the optimal RGs were TUB4 and UCE2 in different developmental stages of tubers. UCE2 and UBL5 were the most stably expressed RGs among all tissues, while Rubisco and PGK exhibited the lowest expression stability. UCE2, UBL5 and Rubisco were compared to normalize the expression levels of the caleosin (CLO) and diacylglycerol acyltransferase 2-2 (DGAT2-2) genes across the same tissues. Our results showed that the RGs identified in this study, which exhibit more uniform expression patterns, may be utilized for the normalization of qRT-PCR results, promoting further research on gene expression in various tissues of tiger nut.

Selection of Reference Genes for qRT-PCR Analysis in Medicinal Plant Glycyrrhiza under Abiotic Stresses and Hormonal Treatments.

Best known as licorice, Glycyrrhiza Linn., a genus of herbaceous perennial legume, has been used as a traditional herbal medicine in Asia and a flavoring agent for tobacco and food industry in Europe and America. Abiotic stresses and hormonal treatments can significantly impact the development and metabolism of secondary metabolites in Glycyrrhiza. To better understand the biosynthesis of the trace-amount bioactive compounds, we first screened for the suitable reference genes for quantitative real-time reverse transcription PCR (qRT-PCR) analysis in Glycyrrhiza. The expression profiles of 14 candidate reference genes, including Actin1 (ACT), Clathrin complex AP1 (CAC), Cyclophilin (CYP), Heat-shock protein 40 (DNAJ), Dehydration responsive element binding gene (DREB), Translation elongation factor1 (EF1), Ras related protein (RAN), Translation initiation factor (TIF1), β-Tubulin (TUB), Ubiquitin-conjugating enzyme E2 (UBC2), ATP binding-box transpoter 2 (ABCC2), COP9 signal compex subunit 3 (COPS3), Citrate synthase (CS), and R3H domain protein 2 (R3HDM2) from two congeneric species, Glycyrrhiza uralensis F. and Glycyrrhiza inflata B., were examined under abiotic stresses (osmotic and salinity) and hormonal treatments (Abscisic acid (ABA) and methyl jasmonic acid (MeJA)) using a panel of software, including geNorm, NormFinder, BestKeeper, and Delta CT. The overall stability, however, was provided by RefFinder, a comprehensive ranking system integrating inputs from all four algorithms. In G. uralensis, the most stable reference genes under osmotic stress, salt stress, ABA treatment, and MeJA treatment were TIF1, DNAJ, CS, and ABCC2 for leaves and DNAJ, DREB, CAC, and CAC for roots, respectively. In comparison, the top ranked genes were TUB, CAC, UBC2, and RAN for leaves and TIF1, ABCC2, CAC, and UBC2 for roots, respectively, under stress and hormonal treatments in G. inflata. ACT and TIF1, on the other hand, were the least stable genes under the most experimental conditions in the two congeneric species. Finally, our survey of the reference genes in legume shows that EF, ACT, UBC2, and TUB were the top choices for the abiotic stresses while EF, UBC2, CAC, and ABCC2 were recommended for the hormonal treatments in Leguminosae. Our combined results provide reliable normalizers for accurate gene quantifications in Glycyrrhiza species, which will allow us to exploit its medicinal potential in general and antiviral activities in particular.

The optimal compound reference genes for qRT-PCR analysis in the developing rat long bones under physiological conditions and prenatal dexamethasone exposure model

Quantitative real-time polymerase chain reaction (qRT-PCR) is a powerful tool for evaluating gene expression, but its accuracy is affected by the stability of the reference genes used for normalization. The Minimum Information for Publication of Quantitative Real-time PCR Experiments (MIQE) guidelines indicated that it was important to use multiple stable reference genes as compound reference genes for acquiring optimal experimental results. In this study, the expression levels of eight candidate reference genes (SDHA, TBP, GAPDH, etc.) were detected by qRT-PCR in rat long bones at different developmental stages [gestation day (GD) 20, postnatal week (PW) 6 and PW12] under physiological conditions. Software geNorm, NormFinder, and BestKeeper were used to comprehensively evaluate the stability of the eight reference genes for screening out the most stable compound reference genes in each period. Additionally, the pathological model of prenatal dexamethasone exposure (PDE) was used to verify the stability and reliability of the selected compound reference genes. The result showed that two reference genes as compound reference genes for normalization were optimal. In the intrauterine period, SDHA and TBP could be selected as the compound reference genes, while YWHAZ and GAPDH could be selected at PW6 and PW12, and there was no significant gender difference in the selection of reference genes. The above compound reference genes remained stable in the PDE model and could make the statistical significance of the experimental results more remarkable. In conclusion, this study screened out the optimal compound reference genes in rat long bones before and after birth.

Optimization of reference genes for qRT-PCR analysis of microRNA expression under abiotic stress conditions in sweetpotato

Sweetpotato (Ipomoea batatas. L) is an important food crop, harvested for its nutrient-rich tuberous roots. Drought and salt stresses are two major factors limiting the sweetpotato production. Since microRNAs (miRNAs) are well known to play crucial roles in regulation of plant stress responses, quantitative profiling of miRNA expression under stress conditions will facilitate identification and genetic manipulation of novel miRNAs to improve stress tolerance. Real-time quantitative reverse transcription PCR (qRT-PCR) is a commonly used tool for this purpose, but not without challenges. Although stem-loop and poly(A)-tail modified qRT-PCR methods were developed for characterizing miRNA expression, accurate profiling of miRNAs is still difficult in many plant species because of a lack of reliable reference genes for normalizing miRNA transcripts. To identify reference genes that are suitable for normalizing miRNA expression in sweetpotato, the expression stability of eight candidate miRNAs and two commonly used reference genes were tested in 96 samples involving four tissues and two cultivars under drought and salt stress treatments. Data analysis using the geNorm, NormFinder and Bestkeeper algorithms demonstrated that miRn60, miR482, and their combination were reliable references. We further validated the reference genes by expression analysis of the well-characterized miR319 and miR156 that regulate drought and salt stress responses, respectively. The reference genes identified in this study will facilitate future miRNA analysis under abiotic stress conditions in sweetpotato.

Reference Gene Selection for Quantitative Real-Time PCR Analyses of Acer palmatum under Abiotic Stress

Quantitative real-time reverse transcriptase PCR (qRT-PCR) technology has been extensively used to estimate gene expression levels, and the selection of appropriate reference genes for qRT-PCR analysis is critically important for obtaining authentic normalized data. Acer palmatum is an important colorful leaf ornamental tree species, and reference genes suitable for normalization of the qRT-PCR data obtained from this species have not been investigated. In this study, the expression stability of ten candidate reference genes, namely, Actin3, Actin6, Actin9, EF1α, PP2A, SAMDC, TIP41, TUBα, TUBβ and UBQ10, in two distinct tissues (leaves and roots) of A. palmatum under four different abiotic stress conditions (cold, heat, salt and drought) were investigated and assessed using three statistical methods (GeNorm, NormFinder and BestKeeper). The combinations of reference genes that showed stability in the different stressed samples differed. Specifically, Actin6, UBQ10 and Actin9 were the most stable reference genes in all the samples, and Actin3 and Actin6 wexre stably expressed in coldstressed leaves and roots. Actin3, Actin6 and UBQ10 were identified as an appropriate combination of reference genes for the analysis of heat-stressed leaves and roots, whereas the combination of Actin9, UBQ10 and Actin6 was deemed the most suitable for the analysis of salt-stressed leaves and roots. Similarly, Actin6 and UBQ10 exhibited stable expression in drought-stressed leaves and roots. Furthermore, the expression levels of CBF, Cu/Zn-SOD and HsfA1 were estimated to determine the reliability of the reference genes assessed in this study. This study revealed stable reference genes in A. palmatum that might be used for the normalization of qRT-PCR data obtained under various abiotic stresses.

Selection of optimal reference genes for qRT-PCR analysis of shoot development and graviresponse in prostrate and erect chrysanthemums.

The prostrate cultivars of ground-cover chrysanthemum have been used in landscape gardening due to their small stature, large crown width and strong branching ability. qRT-PCR is a rapid and powerful tool for gene expression analysis, while its accuracy highly depends on the stability of reference genes. The paucity of authentic reference genes presents a major hurdle in understanding the genetic regulators of prostrate architecture. Therefore, in order to reveal the regulatory mechanism of prostrate growth of chrysanthemum stems, here, stable reference genes were selected for expression analysis of key genes involved in shoot development and graviresponse. Based on transcriptome data, eleven reference genes with relatively stable expression were identified as the candidate reference genes. After the comprehensive analysis of the stability of these reference genes with four programs (geNorm, NormFinder, BestKeeper and RefFinder), we found that TIP41 was the most stable reference gene in all of the samples. SAND was determined as a superior reference gene in different genotypes and during the process of shoot development. The optimal reference gene for gravitropic response was PP2A-1. In addition, the expression patterns of LA1 and PIN1 further verified the reliability of the screened reference genes. These results can provide more accurate and reliable qRT-PCR normalization for future studies on the expression patterns of genes regulating plant architecture of chrysanthemums.

Selection of suitable reference genes for qRT-PCR analysis of Begonia semperflorens under stress conditions.

Begonia semperflorens (B. semperflorens), belonging to the family Begoniaceae, has now been widely cultivated worldwide and is famous for its ornamental plants with colourful flowers and distinctive leaves. The selection of appropriate internal reference genes is very important to accurately determine target gene expression via quantitative real-time PCR. However, internal reference gene selection has never been conducted in B. semperflorens. In this study, seven candidate reference genes of B. semperflorens, including 18S ribosomal RNA (Bs18S), pentatricopeptide repeat-containing protein (BsPPR), actin-related protein 5 isoform X2 (BsACT), DNAJ homologue subfamily C member 17 (BsDNAJ), glyceraldehyde-3-phosphate dehydrogenase (BsGAPDH), NAD-dependent malic enzyme 59kDa isoform, mitochondria (BsNAD-ME), and peptidyl-prolyl cis-trans isomerase CYP26-2, chloroplast (BsCYP), which were obtained from our previous studies, were selected. The stabilities of these genes under stress conditions were analysed using geNorm and NormFinder. Validation of target gene expressions, including phenylalanine ammonia-lyase (BsPAL) and respiratory burst oxidase homologue D (BsRBOHD) under biotic and abiotic conditions, phenylalanine ammonia-lyase (BsPAL), anthocyanidin synthase (BsANS), chalcone synthase (BsCHS), and flavanone-3-hydroxylase (BsF3H) under low temperature, using these seven internal reference genes for normalisation further confirmed the stabilities of the selected genes and indicated the need for reference gene selection for normalising gene expressions in B. semperflorens. Of the seven candidate reference genes, the combination of BsACT, BsDNAJ, and BsNAD-ME was the ideal reference gene set for normalising gene expression in samples under biotic conditions. BsCYP combined with BsACT or BsGAPDH was the best reference gene pair under abiotic conditions. BsACT and BsPPR could be combined to normalise gene expression under low temperature. Our results will benefit future studies on gene expression in plants of Begoniaceae.

Selection of best reference genes for qRT-PCR analysis of human neural stem cells preconditioned with hypoxia or baicalein-enriched fraction extracted from Oroxylum indicum medicinal plant

Whilst the potential of neural stem cell (NSC)-based treatment is recognized worldwide and seems to offer a promising therapeutic option for stroke treatments, there is currently no full understanding regarding the effects of hypoxic and baicalein-enriched fraction (BEF) preconditioning approaches on the therapeutic potential of these cells for stroke. The potential of preconditioned NSC can be determined based on the expression of several key neuroprotective genes using qRT-PCR technique. However, prior to that, it is imperative and extremely important to carefully select reference gene(s) for accurate qRT-PCR data normalization to avoid error in data interpretation. This study aimed to evaluate the stability of ten candidate reference genes via comprehensive analysis using three algorithms software: geNorm, NormFinder and BestKeeper. Our results revealed that HPRT1 and RPL13A were the most reliable reference genes for BEF-preconditioned NSCs, but ironically, HPRT1 was ranked as the least stable reference gene for hypoxic-preconditioned NSCs. On the other hand, RPLP1 and RPL13A were selected as the most stably expressed pair of reference genes for hypoxic-preconditioned NSCs. In conclusion, this study has pointed out the importance of identifying valid reference genes and has presented the first significant validation on best reference genes recommended for qRT-PCR study involves NSC preconditioned with hypoxia or with BEF extracted from Oroxylum indicum medicinal plant.

Selection of Reference Genes for qRT-PCR Analysis in Lentinula edodes after Hot-Air Drying.

Volatile sulfur compounds gradually develop in Lentinula edodes after hot-air drying, and many genes are involved in the generation of these sulfur compounds. The expression stability of reference genes may vary in a particular experimental treatment when analyzing their expressions by quantitative real-time polymerase chain reaction (qRT-PCR). In this study, the expression profile of 17 candidate genes was assessed in L. edodes under treatment at 50 °C for 0, 1, 2, and 3 h, and the expression stability of each reference gene was analyzed by three statistical algorithms, including geNorm, NormFinder, and BestKeeper. Results indicated that the two optimal reference genes for mycelium and fruiting body were CAC and DAHP as well as CAC and NUP, respectively. Additionally, CAC and DAHP were found to be the two most stable reference genes across the mycelium and fruiting body set. Our results will provide a genetic foundation for further research on the metabolism genes of sulfur compounds in L. edodes.

Comparison of Reliable Reference Genes Following Different Hormone Treatments by Various Algorithms for qRT-PCR Analysis of Metasequoia.

Quantitative reverse transcription polymerase chain reaction (qRT-PCR) is the most sensitive technique for evaluating gene expression levels. Choosing appropriate reference genes for normalizing target gene expression is important for verifying expression changes. Metasequoia is a high-quality and economically important wood species. However, few systematic studies have examined reference genes in Metasequoia. Here, the expression stability of 14 candidate reference genes in different tissues and following different hormone treatments were analyzed using six algorithms. Candidate reference genes were used to normalize the expression pattern of FLOWERING LOCUS T and pyrabactin resistance-like 8. Analysis using the GrayNorm algorithm showed that ACT2 (Actin 2), HIS (histone superfamily protein H3) and TATA (TATA binding protein) were stably expressed in different tissues. ACT2, EF1α (elongation factor-1 alpha) and HIS were optimal for leaves treated with the flowering induction hormone solution, while Cpn60β (60-kDa chaperonin β-subunit), GAPDH (glyceraldehyde-3-phosphate dehydrogenase) and HIS were the best reference genes for treated buds. EF1α, HIS and TATA were useful reference genes for accurate normalization in abscisic acid-response signaling. Our results emphasize the importance of validating reference genes for qRT-PCR analysis in Metasequoia. To avoid errors, suitable reference genes should be used for different tissues and hormone treatments to increase normalization accuracy. Our study provides a foundation for reference gene normalization when analyzing gene expression in Metasequoia.

Selection of endogenous reference genes for qRT-PCR analysis in Camelina sativa and identification of FLOWERING LOCUS C allele-specific markers to differentiate summer- and winter-biotypes

Quantitative real-time polymerase chain reaction (qRT-PCR) analysis greatly relies on transcript normalization using stably expressed reference genes. This study identifies reference genes for qRT-PCR analysis in different organs and vernalized tissues of camelina (Camelina sativa). Nineteen stably expressed candidate reference genes from 22,157 genes were identified by RNAseq analysis of pre- and post-vernalized tissues of a summer- (CO46) and winter- (Joelle) biotype. Two additional candidate reference genes were also selected from orthologs of arabidopsis encoding ACTIN2 (ACT2) and NOT INDUCED BY SCLEROTINIA INFECTION (NIS). We also evaluated the transcript levels of three camelina plant genes, SUPPRESSOR OF OVEREXPRESSION OF CO 1 (SOC1), FLOWERING LOCUS C (FLC), and MADS AFFECTING FLOWERING 2 (MAF2), which are known to be differentially-regulated in response to cold temperatures. The stability of transcript abundance was ranked using NormFinder, geNorm, BestKeeper, and Comparative ΔCT software. EXOCYST COMPLEX COMPONENT SEC3A (SEC3A), UBIQUINONE OXIDOREDUCTASE (UbOxRed), and RING-U-BOX domains-containing protein (RUB) were the most suitable reference genes for normalization of gene expression in camelina. In this study, SEC3A was used to normalize qRT-PCR expression data obtained using two sets of allele-specific FLC markers to differentiate summer- and winter-biotypes across 30 accessions of camelina.

Assessment of suitable reference genes for qRT-PCR analysis in Adelphocoris suturalis

Quantitative reverse transcription polymerase chain reaction (qRT-PCR) is the most commonly-used tool for measurement of gene expression, but its accuracy and reliability depend on appropriate data normalization with the use of one or more stable reference genes. Adelphocoris suturalis is one of the most destructive pests of cotton, but until recently knowledge of its underlying molecular physiology had been hindered by a lack of molecular resources. To facilitate research on this pest, we evaluated 12 common housekeeping genes studied in insects (GAPDH, ACT, βACT, TBP, SDH, βTUB, EF1γ, EF1α, EF1δ, RPL32, RPS15, and RPL27) for their expression stability in A. suturalis when subjected to various experimental treatments, including three biotic (developmental stage and sex, tissue type, and metathoracic scent gland for varying developmental stages and sexes) and one abiotic (RNA interference injection) conditions. Four dedicated algorithms (ΔCt method, geNorm, BestKeeper and NormFinder) were used to analyze gene expression stability. In addition, RefFinder provided an overall ranking of the stability/suitability of these candidates. This study is the first to provide a comprehensive list of suitable reference genes for gene expression analyses in A. suturalis, which can serve to facilitate transcript expression study of related biological processes in this and related species.