Selection and evaluation of RT-qPCR reference genes for expression analysis in the tiny egg parasitoid wasp,Trichogramma dendrolimi matsumura (Hymenoptera: Trichogrammatidae)

The egg parasitoid, Trichogramma spp., is an important biological control agent used against a broad range of Lepidopteran pests in agriculture and forestry. The biology of Trichogramma has been studied in details. Further studies should focus on the molecular mechanisms of Trichogramma by qualifying the expression of related genes It is critical to select appropriate reference genes for normalizing RT-qPCR results and establishing a robust method for quantifying target gene expression. This study aimed to identify and validate appropriate reference genes for use in RT-qPCR analysis of Trichogramma dendrolimi. Ten candidate housekeeping genes, namely beta-actin (ACTIN), forkhead box O (FOXO), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), heat shock protein 90 (HSP90), ribosomal protein L10a (RPL10a), L18 (RPL18), L28 (RPL28), S13 (RPS13), S15 (RPS15), and superoxide dismutase (SOD), were tested for their suitability as reference genes for developmental stage (3rd, 4th, 5th, 6th, 7th, 8th, 9th, and 10th day after parasitization), tissue (head, thorax, and abdomen of adults), sex of adults (male and female), and temperature (17℃, 25℃, and 32℃). According to the GeNorm analysis, a robust analysis should involve using an appropriate combination of reference genes, namely, at least three genes for different development stages, two genes for different tissues, two genes for different sex, and two genes for different temperatures, respectively. According to the RelFinder method by the integrated results of GeNorm, NormFinder, BestKeeper, and the ΔCt method, we identified the developmental stage-specific reference genes SOD, GAPDH, and ACTIN; tissue-specific reference genes RPL18 and RPS15; sex-specific reference genes RPL18 and SOD; and temperature-specific reference genes RPL18 and RPL10a. This study provides a standardized procedure for the quantification of gene expression in T. dendrolimi and will be helpful for future biological control programs using Trichogramma wasps.     

Selection of candidate reference genes for real-time PCR studies in lettuce under abiotic stresses

The process of selection and validation of reference genes is the first step in studies of gene expression by real-time quantitative polymerase chain reaction (RT-qPCR). The genome of lettuce, the most popular leaf vegetable cultivated worldwide, has recently been sequenced; therefore, suitable reference genes for reliable results in RT-qPCR analyses are required. In the present study, 17 candidate reference genes were selected, and their expression stability in lettuce leaves under drought, salt, heavy metal, and UV-C irradiation conditions and under the application of abscisic acid (ABA) was evaluated using geNorm and NormFinder software. The candidate reference genes included protein-coding traditional and novel reference genes and microRNAs (miRNAs). The results indicate that the expression stability is dependent on the experimental conditions. The novel protein-coding reference genes were more suitable than the traditional reference genes under drought, UV-C irradiation, and heavy metal conditions and under the application of ABA. Only under salinity conditions were the traditional protein-coding reference genes more stable than the novel genes. In addition, the miRNAs, mainly MIR169, MIR171/170 and MIR172, were stably expressed under the abiotic stresses evaluated, representing a suitable alternative approach for gene expression data normalization. The expression of phenylalanine ammonia lyase (PAL) and 4-hydroxyphenylpyruvate dioxygenase (HPPD) was used to further confirm the validated protein-coding reference genes, and the expression of MIR172 and MIR398 was used to confirm the validated miRNA genes, showing that the use of an inappropriate reference gene induces erroneous results. This work is the first survey of the stability of reference genes in lettuce and provides guidelines to obtain more accurate RT-qPCR results in lettuce studies.     

Validation of reference genes for gene expression analysis in Valsa mali var. mali using real-time quantitative PCR

Valsa mali var. mali (Vmm), is the predominant species of apple valsa canker in China. Modern analysis of genes involved in virulence or pathogenicity usually implicate gene expression analysis most often performed using real-time quantitative polymerase chain reaction (RT-qPCR). However, for relative gene expression analysis pertinent reference genes have to be validated before using them as internal reference. This has not been reported for Vmm, so far. Therefore, eight commonly used housekeeping genes (ACT, CYP, EF1-α, G6PDH, GAPDH, L13, TUB, and UBQ) were cloned and evaluated for their expression stability by geNorm and NormFinder. Overall, all of the candidate reference genes were found to be suitable for gene expression analysis. After analysis of 10 samples from different strains and abiotic stress treatments, G6PDH appeared to be the most suitable reference gene, whereas GAPDH was the least suitable. Moreover, taking G6PDH combined with L13 or CYP as reference genes, improved the reliability of RT-qPCR significantly. The influence of the reference system on expression data was demonstrated by analyzing Vmmpg-1 encoding an endo-polygalacturonase gene. Pectinases are considered key pathogenicity factors for this fungus. In order to better understand the role of pectinases in pathogenicity of Vmm, RT-qPCR was used for expression analysis. Our results may provide a guideline for future studies on gene expression of V. mali var. mali by using RT-qPCR.     

Evidence for Transceptor Function of Cellodextrin Transporters in Neurospora crassa

Neurospora crassa colonizes burnt grasslands and metabolizes both cellulose and hemicellulose from plant cell walls. When switched from a favored carbon source to cellulose, N. crassa dramatically up-regulates expression and secretion of genes encoding lignocellulolytic enzymes. However, the means by which N. crassa and other filamentous fungi sense the presence of cellulose in the environment remains unclear. Previously, we have shown that a N. crassa mutant carrying deletions of three β-glucosidase enzymes (Δ3βG) lacks β-glucosidase activity, but efficiently induces cellulase gene expression and cellulolytic activity in the presence of cellobiose as the sole carbon source. These observations indicate that cellobiose, or a modified version of cellobiose, functions as an inducer of lignocellulolytic gene expression and activity in N. crassa. Here, we show that in N. crassa, two cellodextrin transporters, CDT-1 and CDT-2, contribute to cellulose sensing. A N. crassa mutant carrying deletions for both transporters is unable to induce cellulase gene expression in response to crystalline cellulose. Furthermore, a mutant lacking genes encoding both the β-glucosidase enzymes and cellodextrin transporters (Δ3βGΔ2T) does not induce cellulase gene expression in response to cellobiose. Point mutations that severely reduce cellobiose transport by either CDT-1 or CDT-2 when expressed individually do not greatly impact cellobiose induction of cellulase gene expression. These data suggest that the N. crassa cellodextrin transporters act as “transceptors” with dual functions - cellodextrin transport and receptor signaling that results in downstream activation of cellulolytic gene expression. Similar mechanisms of transceptor activity likely occur in related ascomycetes used for industrial cellulase production.     

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.     

Validation of reference genes for quantitative real‐time polymerase chain reaction in Drosophila melanogaster exposed to two chemicals

Drosophila melanogaster is attracted to chemicals produced by fermentation and it is abundantly found in rotten fruits. Considering its habitat, the fruit fly is reported to be tolerant to environmental chemicals. Quantitative real‐time polymerase chain reaction was employed to investigate the expression pattern and physiological function of genes putatively involved in chemical detoxification. In quantitative real‐time polymerase chain reaction assays, normalization of target gene expression with internal reference genes is required. These reference genes should be stably expressed during chemical exposure and in chemical‐free conditions. In this study, therefore, we used two programs (geNorm and BestKeeper) to evaluate the expression stability of five reference genes (nd, rpL18, ef1β, hsp22 and tbp) in female adult flies exposed to various concentrations of methanol and ethyl acetate. Four genes (nd, rpL18, ef1β and tbp) were found to be suitable for use as reference genes in methanol‐treated flies and three genes (ef1β, nd, tbp) were found to be suitable for use as reference genes in ethyl acetate‐treated flies. These results suggested that a combination of two genes among these stably expressed genes can be used for accurate normalization of target gene expression in quantitative real‐time polymerase chain reaction‐based determination of gene expression profiles in D. melanogaster treated with both chemicals.     

巴斯德毕赤酵母不同生长阶段内参基因的筛选与验证

【背景】巴斯德毕赤酵母(Komagataella phaffii)是一种甲基营养型酵母,近年来作为生产重组蛋白和构建生物合成途径的细胞工厂受到广泛关注。实时荧光定量PCR (real-time quantitative PCR,RT-qPCR)是巴斯德毕赤酵母表达系统研究中一种快速、高效的基因表达水平检测技术,但需要进行归一化处理才能保证所得结果的可靠性。【目的】筛选并验证巴斯德毕赤酵母在不同生长阶段最稳定的内参基因用于精准归一化RT-qPCR的结果。【方法】通过转录组数据分析初步筛选出16个候选内参基因(rps8b、rpl35a、rpl10、eif5a、rpl19a、por1、rpl23b、0887、tif1、ole1、rpl14b、gs、sun、sdh2、trx1和ccp1)。通过RT-qPCR技术得到候选内参基因的C_t值,利用qBASE软件中的geNorm程序综合NormFinder算法评估内参基因的表达稳定性。【结果】通过geNorm分析得出精准归一化所需的最佳内参基因个数为2,最稳定的基因是rpl19a和tif1,NormFinder分析得到稳定性最高的内参基因为tif1。此外,利用甲酸脱氢酶编码基因fdh和乙醇脱氢酶甲醛脱氢酶双功能酶的编码基因afdh对候选内参基因进行验证。【结论】巴斯德毕赤酵母不同生长阶段的RT-qPCR进行精准归一化需要tif1和rpl19a这2个内参基因,为相关功能基因的表达定量提供了可靠的分析依据,补充了RT-qPCR分析中的内参基因,为巴斯德毕赤酵母不同生长阶段的基因表达调控及其应用研究提供了新的参考。     

Reference gene selection for transcriptional profiling by RT-qPCR in the 28-spotted larger potato ladybird

Henosepilachna vigintioctomaculata is one of the most serious defoliates attacking potatoes. However, studies on functional genes have greatly been limited due to the insufficiency of effective and stable endogenous references to normalize RT-qPCR data. In this report, nine housekeeping genes (RPL4, RPL6, RPL13, RPL32, RPS18, ACT, EF1α, GAPDH and α-TUB) involved in different biological processes were selected. Their expression levels under diverse experimental conditions including developmental stages, tissues, temperatures and host plants were determined using RT-qPCR technology. The tested candidate genes were comprehensively ranked based on five alternative stability analysis methods (Ct value, geNorm, NormFinder, BestKeeper and ReFinder). The results revealed that the optimal internal reference genes varied under different experimental conditions. Any gene pair among the five candidates (RPL4, RPL13, RPL32, RPS18 and EF1α) was a suitable reference gene set under different temperatures and on different host plants. A combination of RPL6 and RPL13 was recommended as the best reference gene set across different developmental stages. A pair of RPS18 and EF1α was ranked as the optimal reference gene combination within different tissues. The most suitable reference genes were RPS18 and RPL13 under four different experimental conditions. Our findings not only establish an accurate and reliable normalization of RT-qPCR data, but also lay a solid foundation for further functional gene researches in H. vigintioctomaculata.