Utilizing microarray spot characteristics to improve cross-species hybridization results

被引:7
作者
Bar-Or, Canniya
Novikov, Eugene
Reiner, Anat
Czosnek, Henryk
Koltai, Hinanit [1 ]
机构
[1] Agr Res Org, Volcani Ctr, Dept Ornamental Horticulture, IL-50250 Bet Dagan, Israel
[2] Hebrew Univ Jerusalem, Fac Agr Food & Environm Qual Sci, Robert H Smith Inst Plant Sci & Genet Agr, IL-76100 Rehovot, Israel
[3] Inst Curie, Serv Bioinformat, Paris, France
[4] Weizmann Inst Sci, Dept Phys Complex Syst, IL-76100 Rehovot, Israel
基金
美国国家科学基金会; 以色列科学基金会;
关键词
cDNA microarrays; gene expression; image quantification; species diversity; transcriptome;
D O I
10.1016/j.ygeno.2007.06.008
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Cross-species hybridization (CSH), i.e., the hybridization of a (target) species RNA to a DNA microarray that represents another (reference) species, is often used to study species diversity. However, filtration of CSH data has to be applied to extract valid information. We present a novel approach to filtering the CSH data, which utilizes spot characteristics (SCs) of image-quantification data from scanned spotted cDNA microarrays. Five SCs that were affected by sequence similarity between probe and target sequences were identified (designated as BS-SCs). Filtration by all five BS-SC thresholds demonstrated improved clustering for two of the three examined experiments, suggesting that BS-SCs may serve for filtration of data obtained by CSH, to improve the validity of the results. This CSH data-filtration approach could become a promising tool for studying a variety of species, especially when no genomic information is available for the target species. (c) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:636 / 645
页数:10
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