Abstract
The cultivated potato (Solanum tuberosum) shares similar biology with other members of the Solanaceae, yet has features unique within the family, such as modified stems (stolons) that develop into edible tubers. To better understand potato biology, we have undertaken a survey of the potato transcriptome using expressed sequence tags (ESTs) from diverse tissues. A total of 61,940 ESTs were generated from aerial tissues, below-ground tissues, and tissues challenged with the late-blight pathogen (Phytophthora infestans). Clustering and assembly of these ESTs resulted in a total of 19,892 unique sequences with 8,741 tentative consensus sequences and 11,151 singleton ESTs. We were able to identify a putative function for 43.7% of these sequences. A number of sequences (48) were expressed throughout the libraries sampled, representing constitutively expressed sequences. Other sequences (13,068, 21%) were uniquely expressed and were detected only in a single library. Using hierarchal and k means clustering of the EST sequences, we were able to correlate changes in gene expression with major physiological events in potato biology. Using pair-wise comparisons of tuber-related tissues, we were able to associate genes with tuber initiation, dormancy, and sprouting. We also were able to identify a number of characterized as well as novel sequences that were unique to the incompatible interaction of late-blight pathogen, thereby providing a foundation for further understanding the mechanism of resistance.
MeSH Terms
Cluster Analysis
Expressed Sequence Tags
Gene Expression Regulation, Plant
Gene Library
Immunity, Innate/genetics
Lycopersicon esculentum/genetics
Phytophthora/growth & development
Plant Diseases/genetics,microbiology
Plant Stems/genetics,growth & development
Solanum tuberosum/genetics,growth & development,microbiology
Authors & Affiliations
27 authors, click to expand affiliations / ORCID
Ronning Catherine M
The Institute for Genomic Research, 9712 Medical Center Drive, Rockville, Maryland 20850, USA.
Stegalkina Svetlana S
Ascenzi Robert A
Bougri Oleg
Hart Amy L
Utterbach Teresa R
Vanaken Susan E
Riedmuller Steve B
White Joseph A
Cho Jennifer
Pertea Geo M
Lee Yuandan
Karamycheva Svetlana
Sultana Razvan
Tsai Jennifer
Quackenbush John
Griffiths Helen M
Restrepo Silvia
Smart Christine D
Fry William E
Van Der Hoeven Rutger
Tanksley Steve
Zhang Peifen
Jin Hailing
Yamamoto Miki L
Baker Barbara J
Buell C Robin
References (32)
32 references, click to expand
-
Leptin-specific patterns of gene expression in white adipose tissue.
Genes Dev. 2000 Apr 15;14(8):963-80
PMID: 10783168
-
Validating clustering for gene expression data.
Bioinformatics. 2001 Apr;17(4):309-18
PMID: 11301299
-
Rapid cDNA sequencing (expressed sequence tags) from a directionally cloned human infant brain cDNA library.
Nat Genet. 1993 Aug;4(4):373-80
PMID: 8401585
-
Cluster analysis and display of genome-wide expression patterns.
Proc Natl Acad Sci U S A. 1998 Dec 8;95(25):14863-8
PMID: 9843981
-
High density molecular linkage maps of the tomato and potato genomes.
Genetics. 1992 Dec;132(4):1141-60
PMID: 1360934
-
In situ analysis of enzymes involved in sucrose to hexose-phosphate conversion during stolon-to-tuber transition of potato.
Physiol Plant. 2002 Jun;115(2):303-310
PMID: 12060250
-
The potato tuber transcriptome: analysis of 6077 expressed sequence tags.
FEBS Lett. 2001 Oct 5;506(2):123-6
PMID: 11591384
-
Molecular and biochemical triggers of potato tuber development.
Plant Physiol. 2001 Dec;127(4):1459-65
PMID: 11743089
-
Patatin and four serine proteinase inhibitor genes are differentially expressed during potato tuber development.
Plant Mol Biol. 1991 Sep;17(3):385-94
PMID: 1715784
-
Computational analysis of microarray data.
Nat Rev Genet. 2001 Jun;2(6):418-27
PMID: 11389458
-
Base-calling of automated sequencer traces using phred. II. Error probabilities.
Genome Res. 1998 Mar;8(3):186-94
PMID: 9521922
-
Integration of Cot analysis, DNA cloning, and high-throughput sequencing facilitates genome characterization and gene discovery.
Genome Res. 2002 May;12(5):795-807
PMID: 11997346
-
Construction and characterization of a normalized cDNA library.
Proc Natl Acad Sci U S A. 1994 Sep 27;91(20):9228-32
PMID: 7937745
-
Arabidopsis map-based cloning in the post-genome era.
Plant Physiol. 2002 Jun;129(2):440-50
PMID: 12068090
-
Large-scale statistical analyses of rice ESTs reveal correlated patterns of gene expression.
Genome Res. 1999 Oct;9(10):950-9
PMID: 10523523
-
Unraveling plant metabolism by EST analysis.
Curr Opin Plant Biol. 2000 Jun;3(3):224-8
PMID: 10837264
-
Genome mapping in capsicum and the evolution of genome structure in the solanaceae.
Genetics. 1999 Jul;152(3):1183-202
PMID: 10388833
-
Differential methylation of genes and retrotransposons facilitates shotgun sequencing of the maize genome.
Nat Genet. 1999 Nov;23(3):305-8
PMID: 10545948
-
The use of the Monsanto draft rice genome sequence in research.
Plant Physiol. 2001 Mar;125(3):1164-5
PMID: 11244095
-
The transcriptome of Arabidopsis thaliana during systemic acquired resistance.
Nat Genet. 2000 Dec;26(4):403-10
PMID: 11101835
-
Basic local alignment search tool.
J Mol Biol. 1990 Oct 5;215(3):403-10
PMID: 2231712
-
RFLP Maps Based on a Common Set of Clones Reveal Modes of Chromosomal Evolution in Potato and Tomato.
Genetics. 1988 Dec;120(4):1095-103
PMID: 17246486
-
Tomato transcription factors pti4, pti5, and pti6 activate defense responses when expressed in Arabidopsis.
Plant Cell. 2002 Apr;14(4):817-31
PMID: 11971137
-
Visualization of differential gene expression using a novel method of RNA fingerprinting based on AFLP: analysis of gene expression during potato tuber development.
Plant J. 1996 May;9(5):745-53
PMID: 8653120
-
The TIGR Gene Indices: analysis of gene transcript sequences in highly sampled eukaryotic species.
Nucleic Acids Res. 2001 Jan 1;29(1):159-64
PMID: 11125077
-
The comparison of gene expression from multiple cDNA libraries.
Genome Res. 2000 Dec;10(12):2055-61
PMID: 11116099
-
The TIGR gene indices: reconstruction and representation of expressed gene sequences.
Nucleic Acids Res. 2000 Jan 1;28(1):141-5
PMID: 10592205
-
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
-
Recombination between diverged clusters of the tomato Cf-9 plant disease resistance gene family.
Proc Natl Acad Sci U S A. 1999 May 11;96(10):5850-5
PMID: 10318973
-
The significance of digital gene expression profiles.
Genome Res. 1997 Oct;7(10):986-95
PMID: 9331369
-
Multiple signaling pathways control tuber induction in potato
Plant Physiol. 1999 Jan;119(1):1-8
PMID: 9880339