冬虫夏草菌实时荧光定量PCR内参基因的筛选

以冬虫夏草单子囊孢子分离得到的菌株TZ8-1的3种菌丝形态为实验材料,提取RNA,经反转录获取cDNA,选择了 11个持家基因为候选内参基因(18SrRNA、APRTase、β-TUB、RPL2、EF1-α、PGI、PGM、H+-ATPase、ACT1、UBQ和GAPDH),根据该菌基因组注释结果来设计引物,采用实时荧...     

孟氏隐唇瓢虫qRT-PCR分析中内参基因的筛选

选择合适的内参基因是qRT-PCR研究的关键。本文以孟氏隐唇瓢虫Cryptolaemus montrouzieri Mulsant为研究材料,利用qRT-PCR技术,对孟氏隐唇瓢虫4个候选内参基因Actin、RPS23、GAPDH和β-tubulin的mRNA的表达量进行了分析,并用Ge Norm、Norm Finder和Best Keeper软件分析它们在孟氏隐唇瓢虫不同发育阶段及成虫不同组织中的表达稳定性。结果表明,以成虫不同组织为材料时,综合三种软件分析结果显示4个候选基因表达稳定性平均等级值排名为RPS23(rank=1)β-tubulin(rank=2.3)GAPDH(rank=3)Actin(rank=3.7),以不同发育时期虫体为材料时,综合分析结果显示4个候选内参基因表达稳定性平均等级值排名为RPS23(rank=1.7)Actin(rank=2)GAPDH(rank=2.7)β-tubulin(rank=3.7)。综合分析在瓢虫不同发育阶段及成虫不同组织两种处理下,三种软件的评价效果,4个候选基因表达稳定性等级值的总平均排名为RPS23(rank=1.3)Actin(rank=2.8)=GAPDH(rank=2.8)β-tubulin(rank=3)。RPS23在瓢虫不同发育阶段及成虫不同组织中均显示出较高的表达稳定性及与其它基因之间极大的相关性,可以确定为孟氏隐唇虫不同发育阶段及成虫不同组织基因表达分析中一个稳定表达的基因,可作为单个内参基因或者其它内参基因的协同基因,本实验为开展孟氏隐唇瓢虫功能基因表达分析奠定了方法学基础。     

Identification of reference genes for qRT-PCR in human lung squamous-cell carcinoma by RNA-Seq

Although the accuracy of quantitative real-time polymerase chain reaction （qRT-PCR） is highly dependent on the reliable reference genes, many commonly used reference genes are not stably expressed and as such are not suitable for quantification and normalization of qRT-PCR data. The aim of this study was to identify novel reliable reference genes in lung squamous-cell carcinoma. We used RNA sequencing （RNA-Seq） to survey the whole genome expression in 5 lung normal samples and 44 lung squamous-cell carcinoma samples. We evaluated the expression proffies of 15 commonly used reference genes and identified five additional candidate reference genes. To validate the RNA-Seq dataset, we used qRT-PCR to verify the expression levels of these 20 genes in a separate set of 100 pairs of normal lung tissue and lung squamous-cell carcinoma samples, and then analyzed these results using geNorm and NormFinder. With respect to 14 of the 15 common reference genes （B2M, GAPDH, GUSB, HMBS, HPRT1, IP08, PGK1, POLR2A, PPIA, RPLPO, TBP, TFRC, UBC, and YWHAZ）, the expression levels were either too low to be easily detected, or exhibited a high degree of variability either between lung normal and squamous-cell carcinoma samples, or even among samples of the same tissue type. In contrast, 1 of the 15 common reference genes （ACTB） and the 5 additional candidate reference genes （EEFIA1, FAU, RPS9, RPSll, and RPSI4） were stably and constitutively expressed at high levels in all the samples tested. ACTB, EEFIAI, FA U, RPS9, RPSl l, and RPS14 are ideal reference genes for qRT-PCR analysis of lung squamous-cell carcinoma, while 14 commonly used qRT-PCR reference genes are less appropriate in this context.     

Identification and evaluation of suitable reference genes for gene expression analysis in rubber tree leaf

Molecular Biology Reports - Gene expression profiles are increasingly applied to investigate molecular mechanism for which, normalization with suitable reference genes is critical. Previously we...     

Selection of reliable reference genes for qRT-PCR analysis in human non-cancerous gastric tissue

Real-time PCR (qRT-PCR) is the standard method for studying changes in relative gene expression in complex diseases like obesity and gastritis. However, variations in amount of starting material, enzymatic efficiency and presence of amplification inhibitors can lead to quantification errors. Hence, the need for accurate data normalization is vital. Among several known strategies for data normalization, the use of reference genes as an internal control is the most common approach. Human gastric tissue has been the least investigated for stability of reference gene expression. In this study, three popular algorithms, GeNorm, NormFinder and BestKeeper were used to evaluate the reference gene stability. Conclusion: HPRT1 and GAPDH are the best performing pair of reference genes for qRT-PCR profiling experiments involving non-malignant gastric tissue samples.     

梭梭qRT-PCR内参基因的筛选及稳定性分析

本研究旨在探明梭梭（Haloxylon ammodendron）在不同非生物胁迫下稳定表达的内参基因,为后续梭梭抗逆性相关基因功能研究奠定基础。研究采用实时定量聚合酶链式反应（qRT-PCR）技术从梭梭转录组数据库中检测了GAPDH、ef1-α、UBC、RPL32、ALB、50S-1721、50S-1063、RPⅡ、H3、PP2A、SOD、HSC70、TUA和TUB等14个候选内参基因在高温、干旱、盐、ABA和昼夜节律条件下的表达变化。利用geNorm、NormFinder、BestKeeper和RefFinder软件对梭梭候选内参基因的稳定性进行评价,最终筛选出合适的内参基因,并通过对梭梭磷酸烯醇丙酮酸羧化酶（phosphoenolpyruvate carboxylase, PEPC）基因表达分析,验证了不同内参基因对实验结果的影响。4种软件分析得到的最优内参基因存在差异,在RefFinder网站上综合排序分析表明,在ABA处理和昼夜节律下,ALB是最优内参基因,RPⅡ基因在干旱胁迫下表达最稳定,TUB和RPⅡ基因在盐胁迫下最适用,H3基因在高温胁迫下表达最为稳定。各种胁迫下最适宜的内参基因为ALB和RPL32。通过计算几何平均值,得到14个候选内参基因的综合稳定性排名,其中排名前两位的基因分别为SOD和RPL32。综上,RPL32和SOD可作为梭梭qRT-PCR标准化的内参基因。     

Selection of reliable reference genes for qRT-PCR analysis in human non-cancerous gastric tissue

Real-time PCR (qRT-PCR) is the standard method for studying changes in relative gene expression in complex diseases like obesity and gastritis. However, variations in amount of starting material, enzymatic efficiency and presence of amplification inhibitors can lead to quantification errors. Hence, the need for accurate data normalization is vital. Among several known strategies for data normalization, the use of reference genes as an internal control is the most common approach. Human gastric tissue has been the least investigated for stability of reference gene expression. In this study, three popular algorithms, GeNorm, NormFinder and BestKeeper were used to evaluate the reference gene stability. Conclusion: HPRT1 and GAPDH are the best performing pair of reference genes for qRT-PCR profiling experiments involving non-malignant gastric tissue samples.     

Identification of suitable reference genes for expression profiling studies using qRT-PCR in an important insect pest,Maruca vitrata

Molecular Biology Reports - Maruca vitrata is one of the potential insect pests that cause devastating losses to legume cultivation worldwide. Gene functional studies facilitate dissecting the...     

Identification and testing of reference genes for Sesame gene expression analysis by quantitative real-time PCR

Sesame (Sesamum indicum L.) is an ancient and important oilseed crop. However, few sesame reference genes have been selected for quantitative real-time PCR until now. Screening and validating reference genes is a requisite for gene expression normalization in sesame functional genomics research. In this study, ten candidate reference genes, i.e., SiACT, SiUBQ6, SiTUB, Si18S rRNA, SiEF1α, SiCYP, SiHistone, SiDNAJ, SiAPT and SiGAPDH, were chosen and examined systematically in 32 sesame samples. Three qRT-PCR analysis methods, i.e., geNorm, NormFinder and BestKeeper, were evaluated systematically. Results indicated that all ten candidate reference genes could be used as reference genes in sesame. SiUBQ6 and SiAPT were the optimal reference genes for sesame plant development; SiTUB was suitable for sesame vegetative tissue development, SiDNAJ for pathogen treatment, SiHistone for abiotic stress, SiUBQ6 for bud development and SiACT for seed germination. As for hormone treatment and seed development, SiHistone, SiCYP, SiDNAJ or SiUBQ6, as well as SiACT, SiDNAJ, SiTUB or SiAPT, could be used as reference gene, respectively. To illustrate the suitability of these reference genes, we analyzed the expression variation of three functional sesame genes of SiSS, SiLEA and SiGH in different organs using the optimal qRT-PCR system for the first time. The stability levels of optimal and worst reference genes screened for seed development, anther sterility and plant development were validated in the qRT-PCR normalization. Our results provided a reference gene application guideline for sesame gene expression characterization using qRT-PCR system.     

黑木耳实时荧光定量PCR内参基因的筛选

黑木耳Auricularia heimuer是我国主要栽培的食用菌之一,具有较高的经济价值和生态价值。本研究以黑木耳不同菌株（A14、A137和A12）和不同生育期的样品（菌丝体、原基和子实体）为实验材料,提取RNA,反转录成cDNA,在全基因组注释结果的基础上,选择12个候选内参基因（APRTase、β-TUB、RPL2、EF-1a、EF-2、PGI、PGM、H ⁺-ATPase、Tspd、TUB-1a、18S rRNA和28S rRNA）并设计跨内含子的引物,采用实时荧光定量PCR（qRT-PCR）技术进行扩增,利用geNorm、NormFinder、BestKeeper和ΔCt算法以及综合评价软件RefFinder,筛选适宜的内参基因。结果表明18S rRNA、β-TUB、EF1-a和28S rRNA适宜作为不同菌株的内参基因,APRTase、18S rRNA和28S rRNA适宜作为不同生育期的内参基因。     

Validation of endogenous reference genes for qRT-PCR analysis of human visceral adipose samples

Background  

Given the epidemic proportions of obesity worldwide and the concurrent prevalence of metabolic syndrome, there is an urgent need for better understanding the underlying mechanisms of metabolic syndrome, in particular, the gene expression differences which may participate in obesity, insulin resistance and the associated series of chronic liver conditions. Real-time PCR (qRT-PCR) is the standard method for studying changes in relative gene expression in different tissues and experimental conditions. However, variations in amount of starting material, enzymatic efficiency and presence of inhibitors can lead to quantification errors. Hence the need for accurate data normalization is vital. Among several known strategies for data normalization, the use of reference genes as an internal control is the most common approach. Recent studies have shown that both obesity and presence of insulin resistance influence an expression of commonly used reference genes in omental fat. In this study we validated candidate reference genes suitable for qRT-PCR profiling experiments using visceral adipose samples from obese and lean individuals.     

Identification and evaluation of reference genes for gene expression analysis in the weevil pest Pagiophloeus tsushimanus using RT-qPCR

Pagiophloeus tsushimanus is a newly and specialist wood-boring beetle of Cinnamomum camphora in China. RT-qPCR is an accurate quantitative method to quantify target genes expression, which relies on suitable reference genes for data normalization. Reference genes must to be stably expressed under specific experimental conditions. No suitable reference genes of P. tsushimanus have been reported so far. Therefore, it is necessary to identify and evaluate suitable reference genes for the study of functional genes of this pest. In this research, the expression stability of eight candidate reference genes (RPS3, 18S rRNA, GAPDH, TBP, RPL10, UBQ, GST, and RPS27A) were systematically evaluated in P. tsushimanus by five algorithms (geNorm, BestKeeper, NormFinder, delta C_q, and RefFinder) under different developmental stages, various tissues, and insects reared on different plants, and validated by the olfactory key gene odorant binding protein 33 (PtsuOBP33). The results showed that three stable reference genes combination were necessary for quantitative analysis of target gene. RPS3, RPL10, and UBQ were the optimal reference genes combination for gene expression analysis of developmental stages, while RPL10, RPS3, and 18S rRNA were recommended for different tissues, and 18S rRNA, TBP, and RPS3 were recommended for insects reared on different plants. The results indicated that suitable reference genes should be screened out for gene expression analysis under different conditions. This paper systematically analyzed and obtained suitable reference genes in P. tsushimanus for the first time, which would contribute to the functional analysis of genes and the in-depth mining of genetic resources in it.     

Selection of reference genes for normalization of qRT-PCR analysis of differentially expressed genes in soybean exposed to cadmium

Accurate normalization of gene expression with qRT-PCR depends on the use of appropriate reference genes (RGs) for the species under a given set of experimental conditions. Multiple RGs for gene expression analysis of soybean exposed to heavy metal stress treatment have not been reported in the literature. In this study, we evaluated the expression stability of ten candidate RGs in leaves, roots and stems of two soybean cultivars exposed to cadmium (Cd). Based on the geNorm and NormFinder analysis, ACT3, PP2A, ELF1B and F-box were the most stable RGs in these gene expression studies. In contrast, G6PD, UBC2, TUB, and ELF1A were the most variable ones and should not be used as RGs in these experimental conditions.     

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

Molecular Biology Reports - Begonia semperflorens (B. semperflorens), belonging to the family Begoniaceae, has now been widely cultivated worldwide and is famous for its ornamental plants with...