Whole-genome microarrays of fission yeast:: characteristics, accuracy, reproducibility, and processing of array data -: art. no. 27

被引:182
作者
Lyne, R [1 ]
Burns, G [1 ]
Mata, J [1 ]
Penkett, CJ [1 ]
Rustici, G [1 ]
Chen, DR [1 ]
Langford, C [1 ]
Vetrie, D [1 ]
Bähler, J [1 ]
机构
[1] Wellcome Trust Sanger Inst, Cambridge CB10 1SA, England
基金
英国惠康基金;
关键词
D O I
10.1186/1471-2164-4-27
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
Background: The genome of the fission yeast Schizosaccharomyces pombe has recently been sequenced, setting the stage for the post-genomic era of this increasingly popular model organism. We have built fission yeast microarrays, optimised protocols to improve array performance, and carried out experiments to assess various characteristics of microarrays. Results: We designed PCR primers to amplify specific probes (180-500 bp) for all known and predicted fission yeast genes, which are printed in duplicate onto separate regions of glass slides together with control elements (similar to13,000 spots/slide). Fluorescence signal intensities depended on the size and intragenic position of the array elements, whereas the signal ratios were largely independent of element properties. Only the coding strand is covalently linked to the slides, and our array elements can discriminate transcriptional direction. The microarrays can distinguish sequences with up to 70% identity, above which cross-hybridisation contributes to the signal intensity. We tested the accuracy of signal ratios and measured the reproducibility of array data caused by biological and technical factors. Because the technical variability is lower, it is best to use samples prepared from independent biological experiments to obtain repeated measurements with swapping of fluorochromes to prevent dye bias. We also developed a script that discards unreliable data and performs a normalization to correct spatial artefacts. Conclusions: This paper provides data for several microarray properties that are rarely measured. The results define critical parameters for microarray design and experiments and provide a framework to optimise and interpret array data. Our arrays give reproducible and accurate expression ratios with high sensitivity. The scripts for primer design and initial data processing as well as primer sequences and detailed protocols are available from our website.
引用
收藏
页数:15
相关论文
共 40 条
[1]  
Bähler J, 1998, YEAST, V14, P943, DOI 10.1002/(SICI)1097-0061(199807)14:10<943::AID-YEA292>3.0.CO
[2]  
2-Y
[3]   Significance and statistical errors in the analysis of DNA microarray data [J].
Brody, JP ;
Williams, BA ;
Wold, BJ ;
Quake, SR .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (20) :12975-12978
[4]   Exploring the new world of the genome with DNA microarrays [J].
Brown, PO ;
Botstein, D .
NATURE GENETICS, 1999, 21 (Suppl 1) :33-37
[5]   Global transcriptional responses of fission yeast to environmental stress [J].
Chen, DR ;
Toone, WM ;
Mata, J ;
Lyne, R ;
Burns, G ;
Kivinen, K ;
Brazma, A ;
Jones, N ;
Bähler, J .
MOLECULAR BIOLOGY OF THE CELL, 2003, 14 (01) :214-229
[6]   Fundamentals of experimental design for cDNA microarrays [J].
Churchill, GA .
NATURE GENETICS, 2002, 32 (Suppl 4) :490-495
[7]   Local mean normalization of microarray element signal intensities across an array surface: Quality control and correction of spatially systematic artifacts [J].
Colantuoni, C ;
Henry, G ;
Zeger, S ;
Pevsner, J .
BIOTECHNIQUES, 2002, 32 (06) :1316-1320
[8]   Vectors for the expression of tagged proteins in Schizosaccharomyces pombe [J].
Craven, RA ;
Griffiths, DJF ;
Sheldrick, KS ;
Randall, RE ;
Hagan, IM ;
Carr, AM .
GENE, 1998, 221 (01) :59-68
[9]   Towards a truly integrative biology through the functional genomics of yeast [J].
Delneri, D ;
Brancia, FL ;
Oliver, SG .
CURRENT OPINION IN BIOTECHNOLOGY, 2001, 12 (01) :87-91
[10]   STRIKING CONSERVATION OF TFIID IN SCHIZOSACCHAROMYCES-POMBE AND SACCHAROMYCES-CEREVISIAE [J].
FIKES, JD ;
BECKER, DM ;
WINSTON, F ;
GUARENTE, L .
NATURE, 1990, 346 (6281) :291-294