Evaluation of DNA microarray results with quantitative gene expression platforms

We have evaluated the performance characteristics of three quantitative gene expression technologies and correlated their expression measurements to those of five commercial microarray platforms, based on the MicroArray Quality Control (MAQC) data set. The limit of detection, assay range, precision, accuracy and fold-change correlations were assessed for 997 TaqMan Gene Expression Assays, 205 Standardized RT (Sta)RT-PCR assays and 244 QuantiGene assays. TaqMan is a registered trademark of Roche Molecular Systems, Inc. We observed high correlation between quantitative gene expression values and microarray platform results and found few discordant measurements among all platforms. The main cause of variability was differences in probe sequence and thus target location. A second source of variability was the limited and variable sensitivity of the different microarray platforms for detecting weakly expressed genes, which affected interplatform and intersite reproducibility of differentially expressed genes. From this analysis, we conclude that the MAQC microarray data set has been validated by alternative quantitative gene expression platforms thus supporting the use of microarray platforms for the quantitative characterization of gene expression.     

Detection of clinically relevant antibiotic-resistance genes in municipal wastewater using real-time PCR (TaqMan)

Real-time PCR assays were developed for the quantifiable detection of the antibiotic-resistance genes vanA of enterococci, ampC of Enterobacteriaceae, and mecA of staphylococci in different municipal wastewater samples. Primer and probe designs for these resistance genes were constructed and optimised for application in standardised TaqMan PCR assays. Using reference strains, the linear measurement ranges of the assays were defined and covered concentration ranges of five to seven exponential values. Wastewater isolates of vancomycin-resistant enterococci (VRE) and beta-lactam-resistant Enterobacteriaceae were cultivated from municipal wastewaters in order to verify the specificity and sensitivity of the primer-probe systems. Additionally, clinical strains of staphylococci resistant to methicillin (MRSA) confirmed the applicability of the mecA-specific detection system. Total DNAs were extracted from five different wastewater treatment plants and used for direct TaqMan PCR detection of the resistance genes without prior cultivation. In municipal wastewater, the resistance gene vanA was detected in 21% of the samples, and ampC in 78%. The gene mecA was not found in municipal wastewater, but in two clinical wastewater samples.     

Real-time PCR and microscopy: are the two methods measuring the same unit of arbuscular mycorrhizal fungal abundance?

To enable quantification of mycelial abundance in mixed-species environments, eight new TaqMan((R)) real-time PCR assays were developed for five arbuscular mycorrhizal fungal (AMF, Glomeromycota) taxa. The assays targeted genes encoding 18S rRNA or actin, and were tested on DNA from cloned gene fragments, from spores, mycelia, and from root-free soil, and on reverse-transcribed rRNA templates from entire mycelia and from colonized roots. The assays showed high specificity, sensitivity, and reproducibility, enabling reliable quantitation over broad ranges of template molecules. From cultured mycelia, DNA and RNA measures both correlated with spore number rather than extraradical hyphal length, and epifluorescence microscopy identified pronounced heterogeneity in vitality and nuclear distribution in hyphae. Root colonization was also spatially heterogeneous, as shown by a mixing experiment with root fragments of different length. Therefore, although real-time PCR can reproducibly and accurately quantify AMF nucleic acids, these are poorly correlated with visual measures because of spatial heterogeneity.     

Real-time quantification of microRNAs by stem–loop RT–PCR

A novel microRNA (miRNA) quantification method has been developed using stem–loop RT followed by TaqMan PCR analysis. Stem–loop RT primers are better than conventional ones in terms of RT efficiency and specificity. TaqMan miRNA assays are specific for mature miRNAs and discriminate among related miRNAs that differ by as little as one nucleotide. Furthermore, they are not affected by genomic DNA contamination. Precise quantification is achieved routinely with as little as 25 pg of total RNA for most miRNAs. In fact, the high sensitivity, specificity and precision of this method allows for direct analysis of a single cell without nucleic acid purification. Like standard TaqMan gene expression assays, TaqMan miRNA assays exhibit a dynamic range of seven orders of magnitude. Quantification of five miRNAs in seven mouse tissues showed variation from less than 10 to more than 30000 copies per cell. This method enables fast, accurate and sensitive miRNA expression profiling and can identify and monitor potential biomarkers specific to tissues or diseases. Stem–loop RT–PCR can be used for the quantification of other small RNA molecules such as short interfering RNAs (siRNAs). Furthermore, the concept of stem–loop RT primer design could be applied in small RNA cloning and multiplex assays for better specificity and efficiency.     

Tunable promoters in systems biology

The construction of synthetic promoter libraries has represented a major breakthrough in systems biology, enabling the subtle tuning of enzyme activities. A number of tools are now available that allow the modulation of gene expression and the detection of changes in expression patterns. But, how does one choose the correct promoter and what are the appropriate methods for reading promoter strength? Furthermore, how fine should the tuning of gene expression be for some specific applications and how can the simultaneous and individual tuning of multiple genes be achieved? Some recent studies have helped us to find answers to many of these questions.     

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.     

Sea urchin actin gene subtypes. Gene number, linkage and evolution

The actin gene family of the sea urchin Strongylocentrotus purpuratus was analyzed by the genome blot method, using subcloned probes specific to the 3' terminal non-translated actin gene sequence, intervening sequence and coding region probes. We define an actin gene subtype as that gene or set of genes displaying homology with a given 3' terminal sequence probe, when hybridized at 55 degrees C, 0.75 M-Na+. By determining the often polymorphic restriction fragment band pattern displayed in genome blots by each probe, all, or almost all of the actin genes in this species could be classified. Our evidence shows that the S. purpuratus genome probably contains seven to eight actin genes, and these can be assigned to four subtypes. Studies of the expression of the genes (Shott et al., 1983) show that the actin genes of three of these subtypes code for cytoskeletal actins (Cy), while the fourth gives rise to a muscle-specific actin (M). We denote the array of S. purpuratus actin genes indicated by our data as follows. There is a single CyI actin gene, two or possibly three CyII genes (CyIIa, CyIIb, and possibly CyIIc), three CyIII actin genes (CyIIIa, CyIIIb, CyIIIc), and a single M actin gene. Comparative studies were carried out on the actin gene families of five other sea urchin species. At least the CyIIa and CyIIb genes are also linked in the Strongylocentrotus franciscanus genome, and this species also has a CyI gene, an M actin gene and at least two CyIII actin genes. It is not clear whether it also possesses a CyIIc actin gene, or a CyIIIc actin gene. The genome of a more closely related congener, Strongylocentrotus dr?bachiensis, includes 3' terminal sequences suggesting the presence of a CyIIc gene. In S. franciscanus and S. dr?bachiensis the first intron of the CyI gene has remained homologous with intron sequences of both the CyIIa and CyIIb genes, indicating a common origin of these three linked cytoskeletal actin genes. Of the four S. purpuratus 3' terminal subtype probe sequences only the CyI 3' terminal sequence has been conserved sufficiently during evolution to permit detection outside of the genus Strongylocentrotus. An unexpected observation was that a sequence found only in the 3' untranslated region of the CyII actin gene in the DNA of S. dr?bachiensis and S. purpuratus is represented as a large family of interspersed repeat sequences in the genome of S. franciscanus.     

Stability of Expression of Reference Genes Among Different Lentil (Lens culinaris) Genotypes Subjected to Cold Stress, White Mold Disease, and Aphanomyces Root Rot

Precise quantification of differences in gene expression between plants requires the use of “reference” genes, which are stably expressed across different lines and treatments and serve as endogenous controls for normalizing gene expression data. The objectives of this study were to determine the expression stability of several reference genes across five different lentil varieties subjected to either cold stress, inoculation with Sclerotinia sclerotiorum, the causal agent of white mold disease, or inoculation with Aphanomyces euteiches, the causal agent of Aphanomyces root rot. Expression stability was examined in the stems and leaves of plants subjected to cold stress or inoculation with S. sclerotiorum and in the roots of plants inoculated with A. euteiches. Real-time PCR assays (SYBR Green) were designed for six different genes: translation initiation factor (TIF), 18S rRNA, actin, β-tubulin-2, β-tubulin-3, and glyceraldehyde 3-phosphate dehydrogenase. TIF, actin, and 18S rRNA tended to be the most stably expressed genes, with expression stability (M) values less than 0.5 during cold stress and inoculation with A. euteiches. Two reference genes were required to normalize data from plants exposed to cold stress or inoculated with A. euteiches. The reference genes exhibited the lowest expression stability in plants inoculated with S. sclerotiorum, for which five reference genes were required to normalize data. The reference genes reported in this study appear to have a promise for examining gene expression in lentil foliar and root tissues in response to diverse abiotic and biotic factors.     

Comparing constitutive promoters using CAT activity in transgenic tobacco plants

The effectiveness of different promoters for use in transgenic tobacco was compared using a reporter gene expressing chloramphenicol acetyl transferase (CAT). Plasmids with CAT gene controlled by cauliflower mosaic virus 35S (CaMV 35S), rice actin1 (Ract1) and tobacco polyubiquitin (Tubi.u4) promoters were delivered into tobacco plants by Agrobacterium-mediated transformation. The Ract1 promoter, previously shown to be a strong promoter in rice and other monocots, failed to promote strong expression in tobacco. CAT expression was greatest from the vector carrying Tubi.u4 with a 5'UTR and leader intron without a ubiquitin monomer. In transgenic plants harboring the Tubi.u4 promoter, CAT expression was approximately twice that of the CaMV 35S promoter. Our results suggest that foreign genes under the control of a ubiquitin promoter devoid of monomer will be useful for high-level gene expression in tobacco.     

实时荧光定量PCR分析中毛果杨内参基因的筛选和验证

实时荧光定量PCR(qRT-PCR)技术具有高灵敏性、高保真性和高特异性, 被广泛应用于基因表达的分析。在数据处理过程中, 选用稳定表达的基因作为内参基因对准确分析实验结果非常关键。以毛果杨(Populus trichocarpa)的不同组织以及锌胁迫下的组培苗为材料, 使用荧光定量PCR方法分析了TUA8、TUB6、ubiquitin、GAPDH、actin、18S rRNA和EF1α 7个看家基因的表达情况。通过geNorm、NormFinder和BestKeeper 3个程序的综合分析, 发现actin、ubiquitin、EF1α和18S rRNA的稳定性较好, 可用作毛果杨基因表达研究的内参基因; 而TUB6在不同组织中稳定性最差; GAPDH在锌胁迫下的组织中稳定性最差, 因此不适宜作为内参基因。毛果杨NAC基因的表达分析, 进一步验证了上述结果。该研究对采用qRT-PCR方法分析毛果杨基因表达过程中内参基因的选择具有指导作用, 同时对揭示NAC基因的功能也有一定的意义。     

Real-time quantification of microRNAs by stem-loop RT-PCR

A novel microRNA (miRNA) quantification method has been developed using stem-loop RT followed by TaqMan PCR analysis. Stem-loop RT primers are better than conventional ones in terms of RT efficiency and specificity. TaqMan miRNA assays are specific for mature miRNAs and discriminate among related miRNAs that differ by as little as one nucleotide. Furthermore, they are not affected by genomic DNA contamination. Precise quantification is achieved routinely with as little as 25 pg of total RNA for most miRNAs. In fact, the high sensitivity, specificity and precision of this method allows for direct analysis of a single cell without nucleic acid purification. Like standard TaqMan gene expression assays, TaqMan miRNA assays exhibit a dynamic range of seven orders of magnitude. Quantification of five miRNAs in seven mouse tissues showed variation from less than 10 to more than 30,000 copies per cell. This method enables fast, accurate and sensitive miRNA expression profiling and can identify and monitor potential biomarkers specific to tissues or diseases. Stem-loop RT-PCR can be used for the quantification of other small RNA molecules such as short interfering RNAs (siRNAs). Furthermore, the concept of stem-loop RT primer design could be applied in small RNA cloning and multiplex assays for better specificity and efficiency.     

Altered Expression of Fibrosis Genes in Capsules of Failed Ahmed Glaucoma Valve Implants

Purpose

Ahmed glaucoma valve (AGV) implant is an aqueous shunt device used to control intraocular pressure in glaucoma. Implant failure results from impervious encapsulation of the shunt plate causing increased hydraulic resistance and raised intraocular pressure. We hypothesized that deregulation of fibrosis pathway contributes to capsular resistance. We tested this by studying fibrosis related gene expression in failed AGV implants.

Methods

Differential gene expression was examined in failed AGV capsules and compared to normal control tenon. Following total RNA extraction, 84 key genes in fibrosis pathway were examined by real-time PCR using RT² Profiler PCR Array. Relative gene expression was calculated using ΔΔC_t method. Gene specific TaqMan assays were used to validate select genes with ≥2 fold differential expression in the array expression profile.

Results

We observed differential expression in several genes in the fibrosis pathway. Almost half (39/84) of examined genes showed ≥2 fold differential expression in majority of capsules examined on the array. TaqMan assays for select genes including CCN2 (CTGF), THBS1, SERPINE1, THBS2, COL3A1, MMP3, and IL1A in an increased validation sample set showed significant changes in expression (p value from <0.001 to 0.022) at a high frequency in concurrence with our array results.

Conclusions

Pathway-focused analyses identified candidate genes with altered expression providing molecular evidence for deregulation of the fibrosis pathway in AGV failure.     

A novel real-time TaqMan™ PCR assay for simultaneous detection of Neotropical fox species using noninvasive samples based on <Emphasis Type="Italic">cytochrome c oxidase subunit II</Emphasis>

Strategies to evaluate and monitor elusive mammal species require the development of genetic techniques and their application to unambiguous biological material for ecological and genetic studies. In order to assess cytochrome c oxidase subunit II gene inter- and intraspecific variations, we compared sequences from different Neotropical canids and domestic dogs. We developed a primer pair to amplify a 154-bp fragment of this gene and a species-specific multiplex TaqMan? assay for accurate identification of two native fox species occurring in sympatry in South America, the crab-eating fox (Cerdocyon thous) and the pampas fox (Lycalopex gymnocercus). The assays can also distinguish domestic dogs (Canis lupus familiaris) from both wild foxes. The use of different fluorescent reporter dyes for species identification in a multiplex probe PCR-RT assay reduces labor and costs. The methodology presented in this study demonstrates an efficient approach to enable high-performance analysis and represents a reliable cost-effective tool for molecular ecology research to monitor the wild canid populations by noninvasive genetic sampling. This standardized assay will allow large-scale high-throughput analyses in a routine and reliable way.     

Quantitative PCR for glucose transporter and tristetraprolin family gene expression in cultured mouse adipocytes and macrophages

Quantitative real-time PCR (qPCR) such as TaqMan and SYBR Green qPCR are widely used for gene expression analysis. The drawbacks of SYBR Green assay are that the dye binds to any double-stranded DNA which can generate false-positive signals and that the length of the amplicon affects the intensity of the amplification. Previous results demonstrate that TaqMan assay is more sensitive but generates lower calculated expression levels than SYBR Green assay in quantifying seven mRNAs in tung tree tissues. The objective of this study is to expand the analysis using animal cells. We compared both qPCR assays for quantifying 24 mRNAs including those coding for glucose transporter (Glut) and mRNA-binding protein tristetraprolin (TTP) in mouse 3T3-L1 adipocytes and RAW264.7 macrophages. The results showed that SYBR Green and TaqMan qPCR were reliable for quantitative gene expression in animal cells. This result was supported by validation analysis of Glut and TTP family gene expression. However, SYBR Green qPCR overestimated the expression levels in most of the genes tested. Finally, both qPCR instruments (Bio-Rad’s CFX96 real-time system and Applied Biosystems’ Prism 7700 real-time PCR instrument) generated similar gene expression profiles in the mouse cells. These results support the conclusion that both qPCR assays (TaqMan and SYBR Green qPCR) and both qPCR instruments (Bio-Rad’s CFX96 real-time system and Applied Biosystems’ Prism 7700 real-time PCR instrument) are reliable for quantitative gene expression analyses in animal cells but SYBR Green qPCR generally overestimates gene expression levels than TaqMan qPCR.     

Actin Genes in the Mediterranean Fruit Fly, Ceratitis Capitata

We have undertaken the study of actin gene organization and expression in the genome of the Mediterranean fruit fly (medfly), Ceratitis capitata. Actin genes have been extensively characterized previously in a wide range of eukaryotic organisms, and they have valuable properties for comparative studies. These genes are typically highly conserved in coding regions, represented in multiple copies per genome and regulated in expression during development. We have isolated a gene in the medfly using the cloned Drosophila melanogaster 5C actin gene as a probe. This medfly gene detects abundant messages present during late larval and late pupal development as well as in thoracic and leg tissue preparations from newly emerged adults. This pattern of expression is consistent with what has been seen for actin genes in other organisms. Using either the D. melanogaster 5C actin gene or the medfly gene as a probe identifies five common cross reacting EcoRI fragments in genomic DNA, but only under less than fully stringent hybridization conditions.     

Enumeration of total bacteria and bacteria with genes for proteolytic activity in pure cultures and in environmental samples by quantitative PCR mediated amplification

Real-time quantitative PCR assays were developed for the absolute quantification of different groups of bacteria in pure cultures and in environmental samples. 16S rRNA genes were used as markers for eubacteria, and genes for extracellular peptidases were used as markers for potentially proteolytic bacteria. For the designed 16S rDNA TaqMan assay, specificity of the designed primer-probe combination for eubacteria, a high amplification efficiency over a wide range of starting copy numbers and a high reproducibility is demonstrated. Cell concentrations of Bacillus cereus, B. subtilis and Pseudomonas fluorescens in liquid culture were monitored by TaqMan-PCR using the 16S rDNA target sequence of Escherichia coli as external standard for quantification. Results agree with plate counts and microscopic counts of DAPI stained cells. The significance of 16S rRNA operon multiplicity to the quantification of bacteria is discussed.Furthermore, three sets of primer pair together with probe previously designed for targeting different classes of bacterial extracellular peptidases were tested for their suitability for TaqMan-PCR based quantification of proteolytic bacteria. Since high degeneracy of the probes did not allow accurate quantification, SybrGreen was used instead of molecular probes to visualize and quantify PCR products during PCR. The correlation between fluorescence and starting copy number was of the same high quality as for the 16S rDNA TaqMan assay for all the three peptidase gene classes. The detected amount of genes for neutral metallopeptidase of B. cereus, for subtilisin of B. subtilis and for alkaline metallopeptidase of P. fluorescens corresponded exactly to the numbers of bacteria investigated by the 16S rDNA targeting assay.The developed assays were applied for the quantification of bacteria in soil samples.     

Electrophoretic karyotype and linkage groups of the amoeboflagellate Naegleria gruberi

We have constructed a molecular karyotype for two strains of Naegleria gruberi using pulsed field gel electrophoresis. Each strain has about 23 chromosomes, considerably more than any previous estimate. These chromosomes range in size from 400 kilobasepairs to over 2,000 kilobasepairs. In Naegleria, construction of the DNA karyotype depends on assessment of the anomalous electrophoretic mobility of the circular ribosomal RNA genes. We have determined the chromosomal locations of an identified unique gene (flagellar calmodulin) and four identified multigene families (alpha- and beta-tubulin, actin, ubiquitin), as well as three differentially expressed genes of unknown functions. The ca. 12 actin genes are dispersed over at least seven chromosomes, whereas the majority of the more than eight alpha-tubulin genes are confined to a single chromosome. The ubiquitin genes are found on five chromosomes in one strain and seven in the other and the beta-tubulin genes are on three or four. Our observations provide a foundation for molecular genetic studies in this organism.