Technical evaluation of cDNA microarrays

The aims were to evaluate the common reference design approach in microarray experiments and to evaluate the technical performance and the normalisation of cDNA microarrays with a limited number of spots. Total RNA from 3 normal and 3 tumour sample biopsies were used for synthesis of amino-allyl labelled cRNA. Equal amounts of cRNA from all samples were mixed as reference. After conjugation of cRNA with fluorophores (Cy3/Cy5), each individual tumour cRNA was hybridised to a cDNA microarray together with reference cRNA, scanned and analysed. We show that our procedures for producing cDNA microarrays are reproducible. The concordance between duplicated spots and replicate hybridisation was found to be high. We have demonstrated that our cDNA microarrays are of a high technical quality. The majority of the cDNA microarrays had low local spot background levels. Despite the high background levels for some local spots, variation could be minimized by locally weighted scatter plot smooth normalisation (LOWESS), which we showed was also suitable for normalisation of cDNA microarrays with a limited number of probes.     

Comparison of hybridization behavior between double and single strands of targets and the application of asymmetric PCR targets in cDNA microarray

Double stranded targets on the cDNA microarray contain representatives of both the coding and noncoding strands, which will introduce hybridization competition with probes. Here, the effect of double and single strands of targets on the signal intensity and the ratios of Cy5/Cy3 within the same slide were compared. The results show that single stranded targets can increase the hybridization efficiency without changing the Cy5/Cy3 ratio. Based on these results, a new strategy was established by generating cDNA targets with asymmetric PCR, instead of conventional PCR, to increase the sensitivity of the cDNA microarray. Furthermore, the feasibility of this approach was validated. The results indicate that the cDNA microarray system based on asymmetric PCR is more sensitive, with no decrease in the reliability and reproducibility as compared with that based on conventional symmetric PCR.     

一种标记cDNA芯片探针的新方法

探讨mRNA长片段反转录PCR技术(RT-LDPCR)在cDNA芯片微量探针标记和信号放大中的应用.首先提取BEP2D细胞的总RNA,然后用两种不同的方法进行标记,一种为RT-LDPCR,用荧光素Cy3-dCTP进行标记;另一种为传统的RNA反转录,用荧光素Cy5-dCTP进行标记.将两种方法标记好的探针等量混合后与含有440个点(44个基因)的cDNA芯片同时杂交,发现二者具有很高的一致性(0.5＜Cy3/Cy5＞2.0).由于RNA反转录法为cDNA芯片探针标记的传统方法,从而验证了RT-LDPCR用于cDNA芯片探针标记的可行性.RT-LDPCR具有对样品总RNA的需要量少和可对样品中信号进行放大的优点,特别适合于对材料来源受到限制的RNA进行标记.     

斑茅两个看家基因片段的克隆及其在基因芯片中的应用

根据已发表的同源基因序列,利用RT-PCR技术分离了斑茅(Erianthus arundinaceus)的GAPDH和APRT两个看家基因片段,用它们作为cDNA芯片阳性参照,以未经聚乙二醇(PEG)胁迫处理的斑茅叶片为对照,和PEG胁迫的4组材料同cDNA芯片进行杂交分析。杂交结果显示,GAPDH杂交的Cy5与Cy3平均信噪比(Signal/Noise,S/N)分别为56.12和60.8,APRT杂交的Cy5与Cy3平均信噪比分别为51.06和47.25,信噪比均很高;同时两个看家基因的杂交都显示出极强的信号,其中GAPDH的杂交信号值大于10000,APRT也在8000以上,杂交结果可靠。分析了PEG胁迫4个时段BADH与两个看家基因的表达,BADH的表达有明显变化,而看家基因表达均较稳定。上述结果表明所克隆的两个看家基因在斑茅中表达量高,且PEG胁迫下表达较为稳定,是基因芯片理想的阳性参照。     

AIV血凝素亚型同步检测基因芯片技术研究

对流感病毒14个血凝素亚型的基因芯片检测技术进行了初步研究。通过RT-PCR克隆禽流感病毒血凝素基因片段,获得重组质粒。从重组质粒扩增大约500bp的DNA片段,浓缩后点到氨基化玻璃载体上,制成芯片。待检病毒样品用TRIzolLS提取RNA,反转录过程中用Cy5标记样品cDNAs。将标记样品与芯片杂交,扫描芯片上待检样品与芯片上捕捉探针的结合位点,杂交信号与预期设想一致。结果显示,DNA芯片技术可以提供一种有效的AIV血凝素亚型鉴别诊断方法。     

Identification of HCV-1b by Low-Density cDNA Microarray-Based Assay

A rapid and sensitive microarray assay for the detection of HCV-1b was developed in our laboratory and a cDNA fragment library for HCV-1b cDNA microarray probes was constructed. The full-length cDNAs of HCV-1b were digested with restriction endonuclease Sau3A I and the fragments were cloned with the pMD18-T vectors. Positive clones were isolated and identified by sequencing. The cDNA microarray was prepared by spotting the gene fragment on the surface of an amido-modified glass slide using the robotics system and samples were fluorescent labeled by the restriction display PCR (RD-PCR) technique, In the present study, modified protocols were used for probe selection and hybridization temperature. The detection of a microarray was validated by the hybridization and the sequence analysis. A total of 22 different specific gene fragments of HCV-1b ranging from 250 to 750 bp were isolated and sequenced, and these fragments were further used as probes in the microarray preparation. The diagnostic validity of the microarray method was evaluated after the washing and scanning process. The results of hybridization and sequence data analysis showed a significant specificity and sensitivity in the detection of HCV-1b RNA. The method of preparing microarray probes by construction of cDNA fragments library was effective, rapid, and simple; the optimized microarray was sensitive in the clinical detection of HCV-1b. The RD-PCR technique for the sample labeling was useful for significantly increasing the sensitivity of the assay. The cDNA microarray assay can be widely used in the clinical diagnosis of HCV-1b.     

cDNA文库法在HCV-1b检测芯片研制中的应用

制备丙型肝炎病毒(HCV) 1b亚型诊断芯片并进行初步验证评价.采用cDNA文库法制备探针,用限制性内切酶Sau3AⅠ消化HCV 1b全长cDNA ,所得的酶切片段72℃补平加A ,AT克隆,PCR初步鉴定,并测序.将筛选出的片段打印在氨基修饰的玻片上制备成检测芯片并进行杂交验证分析.运用cDNA文库法,得到2 2个大小相对一致(2 5 0～75 0bp)的基因片段.序列分析表明,均属于HCV 1b基因,可以作为诊断芯片探针;样品标记采用限制性显示(restrictiondisplay ,RD)技术,标记后进行杂交.杂交结果显示,样品和诊断基因芯片杂交的敏感性和特异性均佳.批内和批间精密度CV值分别为5 4 %和6 8% ,表明用cDNA文库法收集片段是一种快速、简便制备芯片探针的实用方法.     

Comparative analysis of amplified and nonamplified RNA for hybridization in cDNA microarray

Limiting amounts of RNA is a major issue in cDNA microarray, especially when one is dealing with fresh tissue samples. Here we describe a protocol based on template switch and T7 amplification that led to efficient and linear amplification of 1300x. Using a glass-array containing 368 genes printed in three or six replicas covering a wide range of expression levels and ratios, we determined quality and reproducibility of the data obtained from one nonamplified and two independently amplified RNAs (aRNA) derived from normal and tumor samples using replicas with dye exchange (dye-swap measurements). Overall, signal-to-noise ratio improved when we used aRNA (1.45-fold for channel 1 and 2.02-fold for channel 2), increasing by 6% the number of spots with meaningful data. Measurements arising from independent aRNA samples showed strong correlation among themselves (r(2)=0.962) and with those from the nonamplified sample (r(2)=0.975), indicating the reproducibility and fidelity of the amplification procedure. Measurement differences, i.e, spots with poor correlation between amplified and nonamplified measurements, did not show association with gene sequence, expression intensity, or expression ratio and can, therefore, be compensated with replication. In conclusion, aRNA can be used routinely in cDNA microarray analysis, leading to improved quality of data with high fidelity and reproducibility.     

Evaluation of the gene-specific dye bias in cDNA microarray experiments

MOTIVATION: In cDNA microarray experiments all samples are labeled with either Cy3 or Cy5. Systematic and gene-specific dye bias effects have been observed in dual-color experiments. In contrast to systematic effects which can be corrected by a normalization method, the gene-specific dye bias is not completely suppressed and may alter the conclusions about the differentially expressed genes. METHODS: The gene-specific dye bias is taken into account using an analysis of variance model. We propose an index, named label bias index, to measure the gene-specific dye bias. It requires at least two self-self hybridization cDNA microarrays. RESULTS: After lowess normalization we have found that the gene-specific dye bias is the major source of experimental variability between replicates. The ratio (R/G) may exceed 2. As a consequence false positive genes may be found in direct comparison without dye-swap. The stability of this artifact and its consequences on gene variance and on direct or indirect comparisons are addressed. AVAILABILITY: http://www.inapg.inra.fr/ens_rech/mathinfo/recherche/mathematique     

Monitoring of cDNA microarray with common primer target and hybridization specificity with selected targets

Academic researchers are increasingly producing and using cDNA microarrays. Their quality and hybridization specificity are crucial in determining whether the generated data are accurate and interpretable. Here, we describe two methods of monitoring microarray production, the sustainability of DNA attachment, and the specificity of hybridization. The first method consists of labeling an oligonucleotide, which is one of the primers used to amplify all cDNA probes on the array (except for beta-actin and GAPDH) with fluorescent dye and hybridize it to the cDNA microarray. Attachment of the cDNAs on the array after the hybridization procedure was monitored by visualizing fluorescent signals from the spots on the array. In the second method, two selected DNA targets, beta-actin and GAPDH, were labeled with fluorescent dye to hybridize to the cDNA array. Hence, hybridization specificity was demonstrated by obtaining fluorescent signals solely from the genes corresponding to the target.     

Three color cDNA microarrays: quantitative assessment through the use of fluorescein-labeled probes

Gene expression studies using microarrays have great potential to generate new insights into human disease pathogenesis, but data quality remains a major obstacle. In particular, there does not exist a method to determine prior to hybridization whether an array will yield high quality data, given good study design and target preparation. We have solved this problem through development of a three-color cDNA microarray platform where printed probes are fluorescein labeled, but are spectrally compatible with Cy3 and Cy5 dye-labeled targets when using confocal laser scanners possessing narrow bandwidths. This approach enables prehybridization evaluation of array/spot morphology, DNA deposition and retention and background levels. By using these measurements and the intra-slide coefficient of variation for fluorescence intensity we show that slides in the same batch are not equivalent and measurable prehybridization parameters can be predictive of hybridization performance as determined by replicate consistency. When hybridizing target derived from two cell lines to high and low quality replicate pairs (n = 50 pairs), a direct and significant relationship between prehybridization signal-to-background noise and post-hybridization reproducibility (R² = 0.80, P < 0.001) was observed. We therefore conclude that slide selection based upon prehybridization quality scores will greatly benefit the ability to generate reliable gene expression data.     

Use of a three-color cDNA microarray platform to measure and control support-bound probe for improved data quality and reproducibility

Construction methodologies for cDNA microarrays lack the ability to determine array integrity prior to hybridization, leaving the array itself a source of uncontrolled experimental variation. We solved this problem through development of a three-color cDNA array platform whereby printed probes are tagged with fluorescein and are compatible with Cy3 and Cy5 target labeling dyes when using confocal laser scanners possessing narrow bandwidths. Here we use this approach to: (i) develop a tracking system to monitor the printing of probe plates at predicted coordinates; (ii) define the quantity of immobilized probe necessary for quality hybridized array data to establish pre-hybridization array selection criteria; (iii) investigate factors that influence probe availability for hybridization; and (iv) explore the feasibility of hybridized data filtering using element fluorescein intensity. A direct and significant relationship (R² = 0.73, P < 0.001) between pre-hybridization average fluorescein intensity and subsequent hybridized replicate consistency was observed, illustrating that data quality can be improved by selecting arrays that meet defined pre-hybridization criteria. Furthermore, we demonstrate that our three-color approach provides a means to filter spots possessing insufficient bound probe from hybridized data sets to further improve data quality. Collectively, this strategy will improve microarray data and increase its utility as a sensitive screening tool.