Literature DB >> 14982960

Intensity-based analysis of two-colour microarrays enables efficient and flexible hybridization designs.

Peter A C 't Hoen1, Rolf Turk, Judith M Boer, Ellen Sterrenburg, Renée X de Menezes, Gert-Jan B van Ommen, Johan T den Dunnen.   

Abstract

In two-colour microarrays, the ratio of signal intensities of two co-hybridized samples is used as a relative measure of gene expression. Ratio-based analysis becomes complicated and inefficient in multi-class comparisons. We therefore investigated the validity of an intensity-based analysis procedure. To this end, two different cRNA targets were hybridized together, separately, with a common reference and in a self-self fashion on spotted 65mer oligonucleotide microarrays. We found that the signal intensity of the cRNA targets was not influenced by the presence of a target labelled in the opposite colour. This indicates that targets do not compete for binding sites on the array, which is essential for intensity-based analysis. It is demonstrated that, for good-quality arrays, the correlation of signal intensity measurements between the different hybridization designs is high (R > 0.9). Furthermore, ratio calculations from ratio- and intensity-based analyses correlated well (R > 0.8). Based on these results, we advocate the use of separate intensities rather than ratios in the analysis of two-colour long-oligonucleotide microarrays. Intensity-based analysis makes microarray experiments more efficient and more flexible: It allows for direct comparisons between all hybridized samples, while circumventing the need for a reference sample that occupies half of the hybridization capacity.

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Year:  2004        PMID: 14982960      PMCID: PMC390313          DOI: 10.1093/nar/gnh038

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  22 in total

1.  Issues in cDNA microarray analysis: quality filtering, channel normalization, models of variations and assessment of gene effects.

Authors:  G C Tseng; M K Oh; L Rohlin; J C Liao; W H Wong
Journal:  Nucleic Acids Res       Date:  2001-06-15       Impact factor: 16.971

2.  Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation.

Authors:  Yee Hwa Yang; Sandrine Dudoit; Percy Luu; David M Lin; Vivian Peng; John Ngai; Terence P Speed
Journal:  Nucleic Acids Res       Date:  2002-02-15       Impact factor: 16.971

3.  Expression microarray hybridization kinetics depend on length of the immobilized DNA but are independent of immobilization substrate.

Authors:  B A Stillman; J L Tonkinson
Journal:  Anal Biochem       Date:  2001-08-15       Impact factor: 3.365

4.  Analysis of variance for gene expression microarray data.

Authors:  M K Kerr; M Martin; G A Churchill
Journal:  J Comput Biol       Date:  2000       Impact factor: 1.479

5.  Conditions to ensure competitive hybridization in two-color microarray: a theoretical and experimental analysis.

Authors:  Youmin Wang; Xujing Wang; Sun-Wei Guo; Soumit Ghosh
Journal:  Biotechniques       Date:  2002-06       Impact factor: 1.993

6.  Systematic variation in gene expression patterns in human cancer cell lines.

Authors:  D T Ross; U Scherf; M B Eisen; C M Perou; C Rees; P Spellman; V Iyer; S S Jeffrey; M Van de Rijn; M Waltham; A Pergamenschikov; J C Lee; D Lashkari; D Shalon; T G Myers; J N Weinstein; D Botstein; P O Brown
Journal:  Nat Genet       Date:  2000-03       Impact factor: 38.330

7.  Gene expression profiling predicts clinical outcome of breast cancer.

Authors:  Laura J van 't Veer; Hongyue Dai; Marc J van de Vijver; Yudong D He; Augustinus A M Hart; Mao Mao; Hans L Peterse; Karin van der Kooy; Matthew J Marton; Anke T Witteveen; George J Schreiber; Ron M Kerkhoven; Chris Roberts; Peter S Linsley; René Bernards; Stephen H Friend
Journal:  Nature       Date:  2002-01-31       Impact factor: 49.962

8.  Functional profiling of the Saccharomyces cerevisiae genome.

Authors:  Guri Giaever; Angela M Chu; Li Ni; Carla Connelly; Linda Riles; Steeve Véronneau; Sally Dow; Ankuta Lucau-Danila; Keith Anderson; Bruno André; Adam P Arkin; Anna Astromoff; Mohamed El-Bakkoury; Rhonda Bangham; Rocio Benito; Sophie Brachat; Stefano Campanaro; Matt Curtiss; Karen Davis; Adam Deutschbauer; Karl-Dieter Entian; Patrick Flaherty; Francoise Foury; David J Garfinkel; Mark Gerstein; Deanna Gotte; Ulrich Güldener; Johannes H Hegemann; Svenja Hempel; Zelek Herman; Daniel F Jaramillo; Diane E Kelly; Steven L Kelly; Peter Kötter; Darlene LaBonte; David C Lamb; Ning Lan; Hong Liang; Hong Liao; Lucy Liu; Chuanyun Luo; Marc Lussier; Rong Mao; Patrice Menard; Siew Loon Ooi; Jose L Revuelta; Christopher J Roberts; Matthias Rose; Petra Ross-Macdonald; Bart Scherens; Greg Schimmack; Brenda Shafer; Daniel D Shoemaker; Sharon Sookhai-Mahadeo; Reginald K Storms; Jeffrey N Strathern; Giorgio Valle; Marleen Voet; Guido Volckaert; Ching-yun Wang; Teresa R Ward; Julie Wilhelmy; Elizabeth A Winzeler; Yonghong Yang; Grace Yen; Elaine Youngman; Kexin Yu; Howard Bussey; Jef D Boeke; Michael Snyder; Peter Philippsen; Ronald W Davis; Mark Johnston
Journal:  Nature       Date:  2002-07-25       Impact factor: 49.962

9.  Expression monitoring by hybridization to high-density oligonucleotide arrays.

Authors:  D J Lockhart; H Dong; M C Byrne; M T Follettie; M V Gallo; M S Chee; M Mittmann; C Wang; M Kobayashi; H Horton; E L Brown
Journal:  Nat Biotechnol       Date:  1996-12       Impact factor: 54.908

10.  Assessment of the relationship between signal intensities and transcript concentration for Affymetrix GeneChip arrays.

Authors:  Eugene Chudin; Randal Walker; Alan Kosaka; Sue X Wu; Douglas Rabert; Thomas K Chang; Dirk E Kreder
Journal:  Genome Biol       Date:  2001-12-14       Impact factor: 13.583

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  15 in total

1.  Global gene profiling of laser-captured pollen mother cells indicates molecular pathways and gene subfamilies involved in rice meiosis.

Authors:  Xiang Tang; Zhi-Yong Zhang; Wen-Juan Zhang; Xing-Ming Zhao; Xuan Li; Dong Zhang; Qiao-Quan Liu; Wei-Hua Tang
Journal:  Plant Physiol       Date:  2010-10-19       Impact factor: 8.340

2.  Portrait of ependymoma recurrence in children: biomarkers of tumor progression identified by dual-color microarray-based gene expression analysis.

Authors:  Matthieu Peyre; Frédéric Commo; Carmela Dantas-Barbosa; Felipe Andreiuolo; Stéphanie Puget; Ludovic Lacroix; Françoise Drusch; Véronique Scott; Pascale Varlet; Audrey Mauguen; Philippe Dessen; Vladimir Lazar; Gilles Vassal; Jacques Grill
Journal:  PLoS One       Date:  2010-09-24       Impact factor: 3.240

3.  Secondary metabolite arsenal of an opportunistic pathogenic fungus.

Authors:  Elaine Bignell; Timothy C Cairns; Kurt Throckmorton; William C Nierman; Nancy P Keller
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2016-12-05       Impact factor: 6.237

4.  Identification of sense and antisense transcripts regulated by drought in sugarcane.

Authors:  Carolina Gimiliani Lembke; Milton Yutaka Nishiyama; Paloma Mieko Sato; Rodrigo Fandiño de Andrade; Glaucia Mendes Souza
Journal:  Plant Mol Biol       Date:  2012-05-19       Impact factor: 4.076

5.  Gene expression analysis of cell death induction by taurolidine in different malignant cell lines.

Authors:  Ansgar M Chromik; Stephan A Hahn; Adrien Daigeler; Annegret Flier; Daniel Bulut; Christina May; Kamran Harati; Jan Roschinsky; Dominique Sülberg; Dirk Weyhe; Ulrich Mittelkötter; Waldemar Uhl
Journal:  BMC Cancer       Date:  2010-10-30       Impact factor: 4.430

6.  Molecular mechanisms of fiber differential development between G. barbadense and G. hirsutum revealed by genetical genomics.

Authors:  Xiangdong Chen; Wangzhen Guo; Bingliang Liu; Yuanming Zhang; Xianliang Song; Yu Cheng; Lili Zhang; Tianzhen Zhang
Journal:  PLoS One       Date:  2012-01-11       Impact factor: 3.240

Review 7.  The use of transcriptomic biomarkers for personalized medicine.

Authors:  Bettina Heidecker; Joshua M Hare
Journal:  Heart Fail Rev       Date:  2007-03-28       Impact factor: 4.654

8.  Muscle regeneration in dystrophin-deficient mdx mice studied by gene expression profiling.

Authors:  R Turk; E Sterrenburg; E J de Meijer; G-J B van Ommen; J T den Dunnen; P A C 't Hoen
Journal:  BMC Genomics       Date:  2005-07-13       Impact factor: 3.969

9.  Intensity-based analysis of dual-color gene expression data as an alternative to ratio-based analysis to enhance reproducibility.

Authors:  Koen Bossers; Bauke Ylstra; Ruud H Brakenhoff; Serge J Smeets; Joost Verhaagen; Mark A van de Wiel
Journal:  BMC Genomics       Date:  2010-02-17       Impact factor: 3.969

10.  Survival-related profile, pathways, and transcription factors in ovarian cancer.

Authors:  Anne P G Crijns; Rudolf S N Fehrmann; Steven de Jong; Frans Gerbens; Gert Jan Meersma; Harry G Klip; Harry Hollema; Robert M W Hofstra; Gerard J te Meerman; Elisabeth G E de Vries; Ate G J van der Zee
Journal:  PLoS Med       Date:  2009-02-03       Impact factor: 11.069

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