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用于分析基因表达的高保真mRNA线性扩增程序的验证与应用

Validation and application of a high fidelity mRNA linear amplification procedure for profiling gene expression.

作者信息

Patel Osman V, Suchyta Steve P, Sipkovsky Sue S, Yao Jianbo, Ireland James J, Coussens Paul M, Smith George W

机构信息

Laboratory of Mammalian Reproductive Biology and Genomics, Michigan State University, East Lansing, MI 48824, USA.

出版信息

Vet Immunol Immunopathol. 2005 May 15;105(3-4):331-42. doi: 10.1016/j.vetimm.2005.02.018.

Abstract

The need for microgram quantities of RNA for microarray experiments has hindered application of this novel technology in cell types/tissue samples with limited abundance of RNA. In this study, potential application of T7-based linear RNA amplification was investigated for use in gene expression profiling experiments where starting material is limited. Yield and integrity of amplified antisense RNA (aaRNA), microarray hybridization intensities, and fidelity of differential gene expression detected were determined for arrays generated for unamplified versus amplified RNA from the same homogenous starting pools. Total RNA was extracted from bovine spleen and fetal ovary, serially diluted to concentrations ranging from 2 microg to 500 pg and amplified. Quality and quantity of total input RNA and aaRNA were assessed by spectrophotometry, gel electrophoresis and bioanalyzer. In experiment 1, we determined the optimal amounts of aaRNA generated from 20, 40, 200 ng and 2 microg input total RNA for use in cDNA synthesis, labeling and array hybridization that would yield robust and consistent hybridization signals on a bovine oocyte cDNA microarray. In experiment 2, comparison of microarray hybridization intensities and fidelity of differential gene expression between aaRNA generated from 2, 20 and 40 ng input total RNA versus unamplified RNA (uRNA) were conducted. The hybridization intensities for each of the 7000 spots per slide for microarrays conducted using aaRNA versus uRNA were highly correlated (2 ng = 0.84, 20 ng = 0.88, 40 ng = 0.90; P < 0.01). The false positive rate was low and similar (4.0% versus 4.4%) for arrays done with uRNA and aaRNA. Ninety-seven ESTs were detected as differentially expressed in the fetal ovary versus spleen at > 1.5- or < 0.5-fold using uRNA (P < 0.05). However, the number of genes detected in arrays using aaRNA was approximately 1.5-2.5 times greater than with uRNA. Approximately, 65-70% of differentially expressed genes were common between uRNA and aaRNA arrays. Relative fold-expression (Cy3/Cy5 ratios) for 25 overlapping abundant genes was comparable for uRNA versus aaRNA arrays with 2 and 20 ng total RNA as input. Results demonstrate that T7-based linear amplification of small amounts of input RNA and use of aaRNA in microarray experiments retains fidelity of detection of differential gene expression that is relatively comparable to experiments done with uRNA and provides a potentially viable approach to facilitate gene expression profiling using limited amounts of starting material.

摘要

微阵列实验对微克级RNA的需求阻碍了这项新技术在RNA丰度有限的细胞类型/组织样本中的应用。在本研究中,我们研究了基于T7的线性RNA扩增在起始材料有限的基因表达谱实验中的潜在应用。对于从未扩增和扩增的相同均质起始样本库生成的阵列,测定了扩增反义RNA(aaRNA)的产量和完整性、微阵列杂交强度以及检测到的差异基因表达的保真度。从牛脾脏和胎儿卵巢中提取总RNA,将其连续稀释至2微克至500皮克的浓度范围并进行扩增。通过分光光度法、凝胶电泳和生物分析仪评估总输入RNA和aaRNA的质量和数量。在实验1中,我们确定了从20、40、200纳克和2微克输入总RNA生成的aaRNA用于cDNA合成、标记和阵列杂交的最佳量,这些量将在牛卵母细胞cDNA微阵列上产生稳健且一致的杂交信号。在实验2中,比较了从2、20和40纳克输入总RNA生成的aaRNA与未扩增RNA(uRNA)之间的微阵列杂交强度和差异基因表达的保真度。使用aaRNA与uRNA进行的微阵列实验中,每张载玻片上7000个点中每个点的杂交强度高度相关(2纳克 = 0.84,20纳克 = 0.88,40纳克 = 0.90;P < 0.01)。uRNA和aaRNA阵列的假阳性率较低且相似(4.0%对4.4%)。使用uRNA时,在胎儿卵巢与脾脏中检测到97个ESTs差异表达,倍数变化> 1.5或< 0.5(P < 0.05)。然而,使用aaRNA的阵列中检测到的基因数量比使用uRNA时大约多1.5 - 2.5倍。uRNA和aaRNA阵列之间大约65 - 70%的差异表达基因是相同的。以2和20纳克总RNA作为输入时,uRNA与aaRNA阵列中25个重叠丰富基因的相对倍数表达(Cy3/Cy5比率)相当。结果表明,基于T7的少量输入RNA线性扩增以及在微阵列实验中使用aaRNA保留了差异基因表达检测的保真度,与使用uRNA进行的实验相对可比,并为使用有限量起始材料促进基因表达谱分析提供了一种潜在可行的方法。

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