Amine-modified random primers to label probes for DNA microarrays

DNA microarrays have been used to study the expression of thousands of genes at the same time in a variety of cells and tissues. The methods most commonly used to label probes for microarray studies require a minimum of 20 microg of total RNA or 2 microg of poly(A) RNA. This has made it difficult to study small and rare tissue samples. RNA amplification techniques and improved labeling methods have recently been described. These new procedures and reagents allow the use of less input RNA, but they are relatively time-consuming and expensive. Here we introduce a technique for preparing fluorescent probes that can be used to label as little as 1 microg of total RNA. The method is based on priming cDNA synthesis with random hexamer oligonucleotides, on the 5' ends of which are bases with free amino groups. These amine-modified primers are incorporated into the cDNA along with aminoallyl nucleotides, and fluorescent dyes are then chemically added to the free amines. The method is simple to execute, and amine-reactive dyes are considerably less expensive than dye-labeled bases or dendrimers.     

Cross-species application of cDNA microarrays to profile gene expression using UV-induced melanoma in Monodelphis domestica as the model system

This study established the utility of cross-species application of the cDNA microarray technique for investigating differential gene expression. Using both total RNA and mRNA samples recovered from two opossum cell lines derived from UVB-induced melanoma, we analyzed expression of ca. 4400 genes on the human DermArray DNA microarrays. The signals generated on the DermArrays were clear, strong, and reproducible. A cDNA dot blot consisting of differentially expressed genes representative of different functional clusters was used to validate the DermArray results. We also cloned a Monodelphis gene, keratin 18 (KRT18), and characterized its expression patterns in tumor samples of different progression stages. Up-regulated expression was observed for the KRT18 gene in advanced melanomas, a finding consistent with the DermArray analysis. These results provide evidence that cross-species application of cDNA microarrays is a useful strategy for investigating gene expression patterns in animal models for which species-specific cDNA microarrays are not available.     

一种用于基因芯片可靠的双轮RNA线性扩增技术

DNA微阵列能在一次实验中检测成千上万个基因的表达情况, 有助于阐明疾病发生的分子机制及发现新的诊治靶标.但常规方法需要大量RNA, 因而基于T7 RNA线性扩增技术逐渐成为微阵列表达谱实验中最常用的探针制备方法.本方法将实验步骤进一步改进,增加额外的一轮体外转录,并结合Klenow酶标记技术来制备cDNA靶标和寡核苷酸芯片杂交.从纳克量级的总RNA起始,本方法和常规的RNA单轮线性扩增法相比,仍然准确地保留了约70%的基因表达信息.同一RNA样本的自身比较实验及重复实验结果也显示,该方法具有较高的可靠性和重复性.RNA双轮体外扩增法需要的起始RNA相对于常规的单轮扩增法减少了很多（10 ng甚至更少）,因而非常适合分析那些只能提供微量RNA的样本.     

High-fidelity mRNA amplification for gene profiling

The completion of the Human Genome Project has made possible the comprehensive analysis of gene expression, and cDNA microarrays are now being employed for expression analysis in cancer cell lines or excised surgical specimens. However, broader application of cDNA microarrays is limited by the amount of RNA required: 50-200 microg of total RNA (T-RNA) and 2-5 microg poly(A) RNA. To broaden the use of cDNA microarrays, some methods aiming at intensifying fluorescence signal have resulted in modest improvement. Methods devoted to amplifying starting poly(A) RNA or cDNA show promise, in that detection can be increased by orders of magnitude. However, despite the common use of these amplification procedures, no systematic assessment of their limits and biases has been documented. We devised a procedure that optimizes amplification of low-abundance RNA samples by combining antisense RNA (aRNA) amplification with a template-switching effect (Clonetech, Palo Alto, CA). The fidelity of aRNA amplified from 1:10,000 to 1:100,000 of commonly used input RNA was comparable to expression profiles observed with conventional poly(A) RNA- or T-RNA-based arrays.     

Real-time polymerase chain reaction-based exponential sample amplification for microarray gene expression profiling

Conventional approaches to target labeling for gene expression analysis using microarray technology typically require relatively large amounts of RNA, a serious limitation when the available sample is limited. Here we describe an alternative exponential sample amplification method by using quantitative real-time polymerase chain reaction (QRT-PCR) to follow the amplification and eliminate the overamplified cDNA which could distort the quantitative ratio of the starting mRNA population. Probes generated from nonamplified, PCR-amplified, and real-time-PCR-amplified cDNA samples were generated from lipopolysaccharide-treated and nontreated mouse macrophages and hybridized to mouse cDNA microarrays. Signals obtained from the three protocols were compared. Reproducibility and reliability of the methods were determined. The Pearson correlation coefficients for replica experiments were r=0.927 and r=0.687 for QRT-PCR-amplification and PCR-overamplification protocols, respectively. Chi2 test showed that overamplification resulted in major biases in expression ratios, while these alterations could be eliminated by following the cycling status with QRT-PCR. Our exponential sample amplification protocol preserves the original expression ratios and allows unbiased gene expression analysis from minute amounts of starting material.     

Current issues for DNA microarrays: platform comparison, double linear amplification, and universal RNA reference

DNA microarray technology has been widely used to simultaneously determine the expression levels of thousands of genes. A variety of approaches have been used, both in the implementation of this technology and in the analysis of the large amount of expression data. However, several practical issues still have not been resolved in a satisfactory manner, and among the most critical is the lack of agreement in the results obtained in different array platforms. In this study, we present a comparison of several microarray platforms [Affymetrix oligonucleotide arrays, custom complementary DNA (cDNA) arrays, and custom oligo arrays printed with oligonucleotides from three different sources] as well as analysis of various methods used for microarray target preparation and the reference design. The results indicate that the pairwise correlations of expression levels between platforms are relative low overall but that the log ratios of the highly expressed genes are strongly correlated, especially between Affymetrix and cDNA arrays. The microarray measurements were compared with quantitative real-time-polymerase chain reaction (QRT-PCR) results for 23 genes, and the varying degrees of agreement for each platform were characterized. We have also developed and tested a double amplification method which allows the use of smaller amounts of starting material. The added round of amplification produced reproducible results as compared to the arrays hybridized with single round amplified targets. Finally, the reliability of using a universal RNA reference for two-channel microarrays was tested and the results suggest that comparisons of multiple experimental conditions using the same control can be accurate.     

Up-converting phosphor reporters for nucleic acid microarrays

An important application of robotically spotted DNA microarrays is the monitoring of RNA expression levels. A clear limitation of this technology is the relatively large amount of RNA that is required per hybridization as a result of low hybridization efficiency and limiting detection sensitivity provided by conventional fluorescent reporters. We have used a recently introduced luminescent reporter technology, called UPT (up-converting phosphor technology). Down-converting phosphors have been applied before to detect nucleic acids on filters using time-resolved fluorometry. The unique feature of the phosphor particles (size 0.4 microm) used here is that they emit visible light when illuminated with infrared (IR) light (980 nm) as a result of a phenomenon called up-conversion. Because neither support material of microarrays nor biomolecules possess up-conversion properties, an enhanced image contrast is expected when these nonfading phosphor particles are applied to detect nucleic acid hybrids on microarrays. Comparison of the UPT reporter to cyanin 5 (Cy5) in a low-complexity model system showed a two order of maginitude linear relationship between phosphor luminescence and target concentration and resulted in an excellent correlation between the two reporter systems for variable target concentrations (R2 = 0.95). However, UPT proved to be superior in sensitivity, even though a wide-field microscope equipped with a xenon lamp was used. This higher sensitivity was demonstrated by complementary DNA (cDNA) microarray hybridizations using cDNAs for housekeeping genes as probes and complex cDNA as target. These results suggest that a UPT reporter technology in combination with a dedicated IR laser array-scanner holds significant promise for various microarray applications.     

Microarray-based comparison of three amplification methods for nanogram amounts of total RNA

Gene expression profiling using microarrays requires microgram amounts of RNA, which limits its direct application for the study of nanogram RNA samples obtained using microdissection, laser capture microscopy, or needle biopsy. A novel system based on Ribo-SPIA technology (RS, Ovation-Biotin amplification and labeling system) was recently introduced. The utility of the RS system, an optimized prototype system for picogram RNA samples (pRS), and two T7-based systems involving one or two rounds of amplification (OneRA, Standard Protocol, or TwoRA, Small Sample Prototcol, version II) were evaluated in the present study. Mouse kidney (MK) and mouse universal reference (MUR) RNA samples, 0.3 ng to 10 µg, were analyzed using high-density Affymetrix Mouse Genome 430 2.0 GeneChip arrays. Call concordance between replicates, correlations of signal intensity, signal intensity ratios, and minimal fold increase necessary for significance were determined. All systems amplified partially overlapping sets of genes with similar signal intensity correlations. pRS amplified the highest number of genes from 10-ng RNA samples. We detected 24 of 26 genes verified by RT-PCR in samples prepared using pRS. TwoRA yielded somewhat higher call concordances than did RS and pRS (91.8% vs. 89.3% and 88.1%, respectively). Although all target preparation methods were suitable, pRS amplified the highest number of targets and was found to be suitable for amplification of as little as 0.3 ng of total RNA. In addition, RS and pRS were faster and simpler to use than the T7-based methods and resulted in the generation of cDNA, which is more stable than cRNA. gene expression microarray analysis; microdissection; nucleic acid amplification techniques     

Assessing the Reliability of Amplified RNA Used in Microarrays

A certain minimal amount of RNA from biological samples is necessary to perform a microarray experiment with suitable replication. In some cases, the amount of RNA available is insufficient, necessitating RNA amplification prior to target synthesis. However, there is some uncertainty about the reliability of targets that have been generated from amplified RNA, because of nonlinearity and preferential amplification. This current work develops a straightforward strategy to assess the reliability of microarray data obtained from amplified RNA. The tabular method we developed, which utilises a Down-Up-Missing-Below (DUMB) classification scheme, shows that microarrays generated with amplified RNA targets are reliable within constraints. There was an increase in false negatives because of the need for increased filtering. Furthermore, this analysis method is generic and can be broadly applied to evaluate all microarray data. A copy of the Microsoft Excel spreadsheet is available upon request from Edward Bearden.     

Comparison of fluorescent tag DNA labeling methods used for expression analysis by DNA microarrays

Gene expression profiling by DNA microarrays has found wide application in many fields of biomedical research. The protocols for this technique are not yet standardized, and for each given step in microarray analysis a number of different protocols are in use. As a consequence, results obtained in different laboratories can be difficult to compare. Of particular importance in this respect are the methods for the preparation of fluorescent cDNA probes that should quantitatively reflect the abundance of different mRNAs in the two samples to be compared. Here we systematically evaluate and compare five different published and/or commercial principles for the synthesis offluorescently labeled probes for microarray analysis (direct labeling, 77 RNA polymerase amplification, aminoallyl labeling, hapten-antibody enzymatic labeling, and 3-D multi-labeled structures). We show that individual labeling methods can significantly influence the expression pattern obtained in a microarray experiment and discuss the respective benefits and limitations of each method.     

应用多重标记引物增强寡核苷酸芯片的荧光信号强度

寡核苷酸芯片技术是一种高通量发掘和采集生物信息的强大技术平台,目前已广泛应用于生物科学领域 . 为改善寡核苷酸芯片的分析性能,对影响芯片杂交结果的因素,如片基表面的化学处理、探针的长度、间隔臂的长度、杂交条件等,进行了深入的研究和优化 . 对寡核苷酸芯片而言,仍有待解决的问题是如何产生更强的荧光信号来改善其检测灵敏度 . 利用两种类型的多个荧光分子标记的引物,来增强二维寡核苷酸芯片平面上的荧光信号强度 . 两种引物分别命名为：多标记线性引物和多标记分支引物 . 通过增加标记在目标 DNA 片段上的荧光分子数,可以显著增强寡核苷酸芯片上相应捕获探针的信号强度 . 实验表明,使用多标记引物能将所用的寡核苷酸微阵列的检测限 ( 以能够检测的最低模板量计算 ) 降低至单荧光标记引物的 1/100 以下,多重标记技术是一种有效增强微型化探针矩阵检测灵敏度的信号放大方法 .