Home LiteratureArticle Details
PMID: 12973302 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Parallel analysis of transcript and metabolic profiles: a new approach in systems biology.

EMBO reports ·Vol. 4 ·No. 10 ·2003-10-00 ·Pages 989-93

Urbanczyk-Wochniak E, Luedemann A, Kopka J, Selbig J, Roessner-Tunali U, Willmitzer L, Fernie AR

Abstract

The past few years in the medical and biological sciences have been characterized by the advent of systems biology. However, despite the well-known connectivity between the molecules described by transcriptomic, proteomic and metabolomic approaches, few studies have tried to correlate parameters across the various levels of systemic description. When comparing the discriminatory power of metabolic and RNA profiling to distinguish between different potato tuber systems, using the techniques described here suggests that metabolic profiling has a higher resolution than expression profiling. When applying pairwise transcript-metabolite correlation analyses, 571 of the 26,616 possible pairs showed significant correlation, most of which was novel and included several strong correlations to nutritionally important metabolites. We believe this approach to be of high potential value in the identification of candidate genes for modifying the metabolite content of biological systems.

MeSH Terms
Computational Biology/methods Gene Expression Profiling Genome, Human Humans Metabolism Oligonucleotide Array Sequence Analysis Solanum tuberosum/genetics,metabolism Statistics as Topic Systems Theory
Authors & Affiliations
7 authors, click to expand affiliations / ORCID
Urbanczyk-Wochniak Ewa
Max-Planck-Institut für Molekulare Pflanzenphysiologie, Am Mühlenberg 1, 14476 Golm, Germany.
Luedemann Alexander
Kopka Joachim
Selbig Joachim
Roessner-Tunali Ute
Willmitzer Lothar
Fernie Alisdair R
References (24)
24 references, click to expand
  1. Conventional crops are the test of GM prejudice.
    Nature. 1999 Oct 14;401(6754):640 PMID: 10537097
  2. A sampling of the yeast proteome.
    Mol Cell Biol. 1999 Nov;19(11):7357-68 PMID: 10523624
  3. Plant aromatic L-amino acid decarboxylases: evolution, biochemistry, regulation, and metabolic engineering applications.
    Phytochemistry. 2000 May;54(2):121-38 PMID: 10872203
  4. Antisense inhibition of plastidial phosphoglucomutase provides compelling evidence that potato tuber amyloplasts import carbon from the cytosol in the form of glucose-6-phosphate.
    Plant J. 2000 Jul;23(1):43-53 PMID: 10929100
  5. Metabolite profiling for plant functional genomics.
    Nat Biotechnol. 2000 Nov;18(11):1157-61 PMID: 11062433
  6. Analysis of the genome sequence of the flowering plant Arabidopsis thaliana.
    Nature. 2000 Dec 14;408(6814):796-815 PMID: 11130711
  7. Metabolic profiling allows comprehensive phenotyping of genetically or environmentally modified plant systems.
    Plant Cell. 2001 Jan;13(1):11-29 PMID: 11158526
  8. Initial sequencing and analysis of the human genome.
    Nature. 2001 Feb 15;409(6822):860-921 PMID: 11237011
  9. Integrated genomic and proteomic analyses of a systematically perturbed metabolic network.
    Science. 2001 May 4;292(5518):929-34 PMID: 11340206
  10. Transcriptome meets metabolome: hierarchical and metabolic regulation of the glycolytic pathway.
    FEBS Lett. 2001 Jul 6;500(3):169-71 PMID: 11445079
  11. Assessment of the food safety issues related to genetically modified foods.
    Plant J. 2001 Sep;27(6):503-28 PMID: 11576435
  12. A new approach to decoding life: systems biology.
    Annu Rev Genomics Hum Genet. 2001;2:343-72 PMID: 11701654
  13. Response of Arabidopsis to iron deficiency stress as revealed by microarray analysis.
    Plant Physiol. 2001 Nov;127(3):1030-43 PMID: 11706184
  14. Sucrose to starch: a transition in molecular plant physiology.
    Trends Plant Sci. 2002 Jan;7(1):35-41 PMID: 11804825
  15. Systems biology: a brief overview.
    Science. 2002 Mar 1;295(5560):1662-4 PMID: 11872829
  16. Novel aspects of symbiotic nitrogen fixation uncovered by transcript profiling with cDNA arrays.
    Mol Plant Microbe Interact. 2002 May;15(5):411-20 PMID: 12036271
  17. Identification, analysis, and utilization of conserved ortholog set markers for comparative genomics in higher plants.
    Plant Cell. 2002 Jul;14(7):1457-67 PMID: 12119367
  18. Sucrose-mediated transcriptional regulation of sucrose symporter activity in the phloem.
    Proc Natl Acad Sci U S A. 2002 Aug 6;99(16):10876-80 PMID: 12149483
  19. Starch content and yield increase as a result of altering adenylate pools in transgenic plants.
    Nat Biotechnol. 2002 Dec;20(12):1256-60 PMID: 12426579
  20. Predictive metabolic engineering: a goal for systems biology.
    Plant Physiol. 2003 Jun;132(2):420-5 PMID: 12805573
  21. Linking genome and proteome by mass spectrometry: large-scale identification of yeast proteins from two dimensional gels.
    Proc Natl Acad Sci U S A. 1996 Dec 10;93(25):14440-5 PMID: 8962070
  22. Increased potato tuber size resulting from apoplastic expression of a yeast invertase.
    Nat Biotechnol. 1997 Aug;15(8):794-7 PMID: 9255797
  23. Expression monitoring by hybridization to high-density oligonucleotide arrays.
    Nat Biotechnol. 1996 Dec;14(13):1675-80 PMID: 9634850
  24. Correlation between protein and mRNA abundance in yeast.
    Mol Cell Biol. 1999 Mar;19(3):1720-30 PMID: 10022859
Article Info
Journal
EMBO reports
Abbr.
EMBO Rep
ISSN
1469-221X
Published
2003-10-00
Epub
2003-00-12
Pages
989-93
Language
English
Region
England
NLM ID
100963049
PMCID
PMC1326402
Subset
IM
Corrections
CommentIn
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]