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PMID: 18811951 Published · epublish English Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

The rules of gene expression in plants: organ identity and gene body methylation are key factors for regulation of gene expression in Arabidopsis thaliana.

BMC genomics ·Vol. 9 ·2008-09-23 ·Pages 438

Aceituno FF, Moseyko N, Rhee SY, Gutiérrez RA

Abstract

Microarray technology is a widely used approach for monitoring genome-wide gene expression. For Arabidopsis, there are over 1,800 microarray hybridizations representing many different experimental conditions on Affymetrix ATH1 gene chips alone. This huge amount of data offers a unique opportunity to infer the principles that govern the regulation of gene expression in plants. We used bioinformatics methods to analyze publicly available data obtained using the ATH1 chip from Affymetrix. A total of 1887 ATH1 hybridizations were normalized and filtered to eliminate low-quality hybridizations. We classified and compared control and treatment hybridizations and determined differential gene expression. The largest differences in gene expression were observed when comparing samples obtained from different organs. On average, ten-fold more genes were differentially expressed between organs as compared to any other experimental variable. We defined "gene responsiveness" as the number of comparisons in which a gene changed its expression significantly. We defined genes with the highest and lowest responsiveness levels as hypervariable and housekeeping genes, respectively. Remarkably, housekeeping genes were best distinguished from hypervariable genes by differences in methylation status in their transcribed regions. Moreover, methylation in the transcribed region was inversely correlated (R2 = 0.8) with gene responsiveness on a genome-wide scale. We provide an example of this negative relationship using genes encoding TCA cycle enzymes, by contrasting their regulatory responsiveness to nitrate and methylation status in their transcribed regions. Our results indicate that the Arabidopsis transcriptome is largely established during development and is comparatively stable when faced with external perturbations. We suggest a novel functional role for DNA methylation in the transcribed region as a key determinant capable of restraining the capacity of a gene to respond to internal/external cues. Our findings suggest a prominent role for epigenetic mechanisms in the regulation of gene expression in plants.

MeSH Terms
Arabidopsis/genetics,metabolism Citric Acid Cycle DNA Methylation Gene Expression Regulation, Plant Genes, Plant Nitrates/metabolism Oligonucleotide Array Sequence Analysis
Chemicals
Nitrates
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Aceituno Felipe F
Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile. [email protected]
Moseyko Nick
Rhee Seung Y
Gutiérrez Rodrigo A
References (45)
45 references, click to expand
  1. Identification of unstable transcripts in Arabidopsis by cDNA microarray analysis: rapid decay is associated with a group of touch- and specific clock-controlled genes.
    Proc Natl Acad Sci U S A. 2002 Aug 20;99(17):11513-8 PMID: 12167669
  2. AGRIS: Arabidopsis gene regulatory information server, an information resource of Arabidopsis cis-regulatory elements and transcription factors.
    BMC Bioinformatics. 2003 Jun 23;4:25 PMID: 12820902
  3. CpG methylation is targeted to transcription units in an invertebrate genome.
    Genome Res. 2007 May;17(5):625-31 PMID: 17420183
  4. A gene expression map for Caenorhabditis elegans.
    Science. 2001 Sep 14;293(5537):2087-92 PMID: 11557892
  5. Microarray analysis of the nitrate response in Arabidopsis roots and shoots reveals over 1,000 rapidly responding genes and new linkages to glucose, trehalose-6-phosphate, iron, and sulfate metabolism.
    Plant Physiol. 2003 Jun;132(2):556-67 PMID: 12805587
  6. Orchestrated transcription of key pathways in Arabidopsis by the circadian clock.
    Science. 2000 Dec 15;290(5499):2110-3 PMID: 11118138
  7. Histone methylation-dependent mechanisms impose ligand dependency for gene activation by nuclear receptors.
    Cell. 2007 Feb 9;128(3):505-18 PMID: 17289570
  8. Functional discovery via a compendium of expression profiles.
    Cell. 2000 Jul 7;102(1):109-26 PMID: 10929718
  9. PlantProm: a database of plant promoter sequences.
    Nucleic Acids Res. 2003 Jan 1;31(1):114-7 PMID: 12519961
  10. The Arabidopsis Information Resource (TAIR): a model organism database providing a centralized, curated gateway to Arabidopsis biology, research materials and community.
    Nucleic Acids Res. 2003 Jan 1;31(1):224-8 PMID: 12519987
  11. Genome-wide high-resolution mapping and functional analysis of DNA methylation in arabidopsis.
    Cell. 2006 Sep 22;126(6):1189-201 PMID: 16949657
  12. Genome wide analysis of Arabidopsis core promoters.
    BMC Genomics. 2005;6:25 PMID: 15733318
  13. A bivalent chromatin structure marks key developmental genes in embryonic stem cells.
    Cell. 2006 Apr 21;125(2):315-26 PMID: 16630819
  14. Steps towards an integrated view of nitrogen metabolism.
    J Exp Bot. 2002 Apr;53(370):959-70 PMID: 11912238
  15. Genomic analysis of the nitrate response using a nitrate reductase-null mutant of Arabidopsis.
    Plant Physiol. 2004 Sep;136(1):2512-22 PMID: 15333754
  16. Comparison and evaluation of methods for generating differentially expressed gene lists from microarray data.
    BMC Bioinformatics. 2006;7:359 PMID: 16872483
  17. Genome-wide reprogramming of primary and secondary metabolism, protein synthesis, cellular growth processes, and the regulatory infrastructure of Arabidopsis in response to nitrogen.
    Plant Physiol. 2004 Sep;136(1):2483-99 PMID: 15375205
  18. AP2 Gene Determines the Identity of Perianth Organs in Flowers of Arabidopsis thaliana.
    Plant Cell. 1989 Dec;1(12):1195-1208 PMID: 12359889
  19. Statistical significance for genomewide studies.
    Proc Natl Acad Sci U S A. 2003 Aug 5;100(16):9440-5 PMID: 12883005
  20. NASCArrays: a repository for microarray data generated by NASC's transcriptomics service.
    Nucleic Acids Res. 2004 Jan 1;32(Database issue):D575-7 PMID: 14681484
  21. Rank products: a simple, yet powerful, new method to detect differentially regulated genes in replicated microarray experiments.
    FEBS Lett. 2004 Aug 27;573(1-3):83-92 PMID: 15327980
  22. LEAFY controls floral meristem identity in Arabidopsis.
    Cell. 1992 May 29;69(5):843-59 PMID: 1350515
  23. AraCyc: a biochemical pathway database for Arabidopsis.
    Plant Physiol. 2003 Jun;132(2):453-60 PMID: 12805578
  24. Gardening the genome: DNA methylation in Arabidopsis thaliana.
    Nat Rev Genet. 2005 May;6(5):351-60 PMID: 15861207
  25. Whole-genome analysis of histone H3 lysine 27 trimethylation in Arabidopsis.
    PLoS Biol. 2007 May;5(5):e129 PMID: 17439305
  26. Partitioning of the maize epigenome by the number of methyl groups on histone H3 lysines 9 and 27.
    Genetics. 2006 Jul;173(3):1571-83 PMID: 16624902
  27. RankProd: a bioconductor package for detecting differentially expressed genes in meta-analysis.
    Bioinformatics. 2006 Nov 15;22(22):2825-7 PMID: 16982708
  28. An integrated view of gene expression and solute profiles of Arabidopsis tumors: a genome-wide approach.
    Plant Cell. 2006 Dec;18(12):3617-34 PMID: 17172353
  29. Quantifying the relationship between co-expression, co-regulation and gene function.
    BMC Bioinformatics. 2004 Feb 25;5:18 PMID: 15053845
  30. Identification of genes required for cellulose synthesis by regression analysis of public microarray data sets.
    Proc Natl Acad Sci U S A. 2005 Jun 14;102(24):8633-8 PMID: 15932943
  31. Cell-fate specification in the epidermis: a common patterning mechanism in the root and shoot.
    Curr Opin Plant Biol. 2003 Feb;6(1):74-8 PMID: 12495754
  32. A unified theory of gene expression.
    Cell. 2002 Feb 22;108(4):439-51 PMID: 11909516
  33. Genome-wide patterns of carbon and nitrogen regulation of gene expression validate the combined carbon and nitrogen (CN)-signaling hypothesis in plants.
    Genome Biol. 2004;5(11):R91 PMID: 15535867
  34. In plants, highly expressed genes are the least compact.
    Trends Genet. 2006 Oct;22(10):528-32 PMID: 16934358
  35. Phylogenetic profiling of the Arabidopsis thaliana proteome: what proteins distinguish plants from other organisms?
    Genome Biol. 2004;5(8):R53 PMID: 15287975
  36. A gene-coexpression network for global discovery of conserved genetic modules.
    Science. 2003 Oct 10;302(5643):249-55 PMID: 12934013
  37. Transcriptional profiling of the Arabidopsis embryo.
    Plant Physiol. 2007 Feb;143(2):924-40 PMID: 17189330
  38. The regulatory code for transcriptional response diversity and its relation to genome structural properties in A. thaliana.
    PLoS Genet. 2007 Feb 9;3(2):e11 PMID: 17291162
  39. The AtGenExpress global stress expression data set: protocols, evaluation and model data analysis of UV-B light, drought and cold stress responses.
    Plant J. 2007 Apr;50(2):347-63 PMID: 17376166
  40. Genome-wide analysis of Arabidopsis thaliana DNA methylation uncovers an interdependence between methylation and transcription.
    Nat Genet. 2007 Jan;39(1):61-9 PMID: 17128275
  41. DNA methylation dynamics in plant genomes.
    Biochim Biophys Acta. 2007 May-Jun;1769(5-6):276-86 PMID: 17341434
  42. A gene expression map of the Arabidopsis root.
    Science. 2003 Dec 12;302(5652):1956-60 PMID: 14671301
  43. A gene expression map of Arabidopsis thaliana development.
    Nat Genet. 2005 May;37(5):501-6 PMID: 15806101
  44. Exploration, normalization, and summaries of high density oligonucleotide array probe level data.
    Biostatistics. 2003 Apr;4(2):249-64 PMID: 12925520
  45. Comparative studies on the type-B response regulators revealing their distinctive properties in the His-to-Asp phosphorelay signal transduction of Arabidopsis thaliana.
    Plant Cell Physiol. 2004 Jan;45(1):28-39 PMID: 14749483
Article Info
Journal
BMC genomics
Abbr.
BMC Genomics
ISSN
1471-2164
Published
2008-09-23
Epub
2008-00-23
Pages
438
Language
English
Region
England
NLM ID
100965258
PMCID
PMC2566314
Subset
IM
Analysis Services
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