Abstract
Microarrays are an important tool with which to examine coordinated gene expression. Soybean (Glycine max) is one of the most economically valuable crop species in the world food supply. In order to accelerate both gene discovery as well as hypothesis-driven research in soybean, global expression resources needed to be developed. The applications of microarray for determining patterns of expression in different tissues or during conditional treatments by dual labeling of the mRNAs are unlimited. In addition, discovery of the molecular basis of traits through examination of naturally occurring variation in hundreds of mutant lines could be enhanced by the construction and use of soybean cDNA microarrays. We report the construction and analysis of a low redundancy 'unigene' set of 27,513 clones that represent a variety of soybean cDNA libraries made from a wide array of source tissue and organ systems, developmental stages, and stress or pathogen-challenged plants. The set was assembled from the 5' sequence data of the cDNA clones using cluster analysis programs. The selected clones were then physically reracked and sequenced at the 3' end. In order to increase gene discovery from immature cotyledon libraries that contain abundant mRNAs representing storage protein gene families, we utilized a high density filter normalization approach to preferentially select more weakly expressed cDNAs. All 27,513 cDNA inserts were amplified by polymerase chain reaction. The amplified products, along with some repetitively spotted control or 'choice' clones, were used to produce three 9,728-element microarrays that have been used to examine tissue specific gene expression and global expression in mutant isolines. Global expression studies will be greatly aided by the availability of the sequence-validated and low redundancy cDNA sets described in this report. These cDNAs and ESTs represent a wide array of developmental stages and physiological conditions of the soybean plant. We also demonstrate that the quality of the data from the soybean cDNA microarrays is sufficiently reliable to examine isogenic lines that differ with respect to a mutant phenotype and thereby to define a small list of candidate genes potentially encoding or modulated by the mutant phenotype.
MeSH Terms
Cluster Analysis
Cotyledon/genetics
DNA, Complementary/genetics
DNA, Plant/genetics
Gene Expression Profiling/methods,statistics & numerical data
Gene Expression Regulation, Developmental/genetics
Gene Expression Regulation, Plant/genetics
Gene Library
Mutation/genetics
Oligonucleotide Array Sequence Analysis/methods,statistics & numerical data
Organ Specificity/genetics
Phenotype
Soybeans/genetics,physiology
Chemicals
DNA, Complementary
DNA, Plant
Authors & Affiliations
23 authors, click to expand affiliations / ORCID
Vodkin Lila O
Department of Crop Sciences, University of Illinois, Urbana, IL 61801, USA.
[email protected]
Khanna Anupama
Shealy Robin
Clough Steven J
Gonzalez Delkin Orlando
Philip Reena
Zabala Gracia
Thibaud-Nissen Françoise
Sidarous Mark
Strömvik Martina V
Shoop Elizabeth
Schmidt Christina
Retzel Ernest
Erpelding John
Shoemaker Randy C
Rodriguez-Huete Alicia M
Polacco Joseph C
Coryell Virginia
Keim Paul
Gong George
Liu Lei
Pardinas Jose
Schweitzer Peter
References (23)
23 references, click to expand
-
Normalization and subtraction: two approaches to facilitate gene discovery.
Genome Res. 1996 Sep;6(9):791-806
PMID: 8889548
-
The Protein Information Resource.
Nucleic Acids Res. 2003 Jan 1;31(1):345-7
PMID: 12520019
-
Base-calling of automated sequencer traces using phred. II. Error probabilities.
Genome Res. 1998 Mar;8(3):186-94
PMID: 9521922
-
MetaFam: a unified classification of protein families. I. Overview and statistics.
Bioinformatics. 2001 Mar;17(3):249-61
PMID: 11294790
-
Developmentally regulated expression of soybean proline-rich cell wall protein genes.
Plant Cell. 1989 Sep;1(9):937-43
PMID: 2535533
-
A concise guide to cDNA microarray analysis.
Biotechniques. 2000 Sep;29(3):548-50, 552-4, 556 passim
PMID: 10997270
-
Parallel human genome analysis: microarray-based expression monitoring of 1000 genes.
Proc Natl Acad Sci U S A. 1996 Oct 1;93(20):10614-9
PMID: 8855227
-
Serial analysis of gene expression.
Science. 1995 Oct 20;270(5235):484-7
PMID: 7570003
-
Cloning of the pleiotropic T locus in soybean and two recessive alleles that differentially affect structure and expression of the encoded flavonoid 3' hydroxylase.
Genetics. 2003 Jan;163(1):295-309
PMID: 12586717
-
A compilation of soybean ESTs: generation and analysis.
Genome. 2002 Apr;45(2):329-38
PMID: 11962630
-
Exploring the metabolic and genetic control of gene expression on a genomic scale.
Science. 1997 Oct 24;278(5338):680-6
PMID: 9381177
-
Database resources of the National Center for Biotechnology.
Nucleic Acids Res. 2003 Jan 1;31(1):28-33
PMID: 12519941
-
Analysis of the genome sequence of the flowering plant Arabidopsis thaliana.
Nature. 2000 Dec 14;408(6814):796-815
PMID: 11130711
-
The MetaFam Server: a comprehensive protein family resource.
Nucleic Acids Res. 2001 Jan 1;29(1):49-51
PMID: 11125046
-
Genes, genomes, genomics. What can plant biologists expect from the 1998 national science foundation plant genome research program?
Plant Physiol. 1999 Apr;119(4):1151-6
PMID: 10198073
-
National Science Foundation-sponsored workshop report. Draft plan for soybean genomics.
Plant Physiol. 2004 May;135(1):59-70
PMID: 15141067
-
Clustering of microarray data reveals transcript patterns associated with somatic embryogenesis in soybean.
Plant Physiol. 2003 May;132(1):118-36
PMID: 12746518
-
MetaFam: a unified classification of protein families. II. Schema and query capabilities.
Bioinformatics. 2001 Mar;17(3):262-71
PMID: 11294791
-
CAP3: A DNA sequence assembly program.
Genome Res. 1999 Sep;9(9):868-77
PMID: 10508846
-
Base-calling of automated sequencer traces using phred. I. Accuracy assessment.
Genome Res. 1998 Mar;8(3):175-85
PMID: 9521921
-
Gapped BLAST and PSI-BLAST: a new generation of protein database search programs.
Nucleic Acids Res. 1997 Sep 1;25(17):3389-402
PMID: 9254694
-
The SWISS-PROT protein knowledgebase and its supplement TrEMBL in 2003.
Nucleic Acids Res. 2003 Jan 1;31(1):365-70
PMID: 12520024
-
DNA chips: an array of possibilities.
Nat Biotechnol. 1998 Jan;16(1):27-31
PMID: 9447589