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Literature DB >> 12241064

Metabolomics and machine learning: explanatory analysis of complex metabolome data using genetic programming to produce simple, robust rules.

Douglas B Kell¹.

Abstract

Mesh：

Substances：
Salicylic Acid

Year: 2002 PMID： 12241064 DOI： 10.1023/a:1020342216314

Source DB: PubMed Journal: Mol Biol Rep ISSN： 0301-4851 Impact factor: 2.316

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35 in total

Review 1. Gene discovery via metabolic profiling.

Authors: R N Trethewey
Journal: Curr Opin Biotechnol Date: 2001-04 Impact factor: 9.740

Review 2. Genomic biology.

Authors: R Brent
Journal: Cell Date: 2000-01-07 Impact factor: 41.582

Review 3. Microarrays and toxicology: the advent of toxicogenomics.

Authors: E F Nuwaysir; M Bittner; J Trent; J C Barrett; C A Afshari
Journal: Mol Carcinog Date: 1999-03 Impact factor: 4.784

4. Functional discovery via a compendium of expression profiles.

Authors: T R Hughes; M J Marton; A R Jones; C J Roberts; R Stoughton; C D Armour; H A Bennett; E Coffey; H Dai; Y D He; M J Kidd; A M King; M R Meyer; D Slade; P Y Lum; S B Stepaniants; D D Shoemaker; D Gachotte; K Chakraburtty; J Simon; M Bard; S H Friend
Journal: Cell Date: 2000-07-07 Impact factor: 41.582

5. Visualizing plant metabolomic correlation networks using clique-metabolite matrices.

Authors: F Kose; W Weckwerth; T Linke; O Fiehn
Journal: Bioinformatics Date: 2001-12 Impact factor: 6.937

Review 6. Metabolomics--the link between genotypes and phenotypes.

Authors: Oliver Fiehn
Journal: Plant Mol Biol Date: 2002-01 Impact factor: 4.076

7. Automated mode-of-action detection by metabolic profiling.

Authors: N Aranìbar; B K Singh; G W Stockton; K H Ott
Journal: Biochem Biophys Res Commun Date: 2001-08-10 Impact factor: 3.575

8. Conceptual modelling of genomic information.

Authors: N W Paton; S A Khan; A Hayes; F Moussouni; A Brass; K Eilbeck; C A Goble; S J Hubbard; S G Oliver
Journal: Bioinformatics Date: 2000-06 Impact factor: 6.937

9. Metabolic profiling: a Rosetta Stone for genomics?

Authors: R N Trethewey; A J Krotzky; L Willmitzer
Journal: Curr Opin Plant Biol Date: 1999-04 Impact factor: 7.834

10. Compromising early salicylic acid accumulation delays the hypersensitive response and increases viral dispersal during lesion establishment in TMV-infected tobacco.

Authors: L A Mur; Y M Bi; R M Darby; S Firek; J Draper
Journal: Plant J Date: 1997-11 Impact factor: 6.417

5 in total

Metabolomics and machine learning: explanatory analysis of complex metabolome data using genetic programming to produce simple, robust rules.

Review 1. Gene discovery via metabolic profiling.

Review 2. Genomic biology.

Review 3. Microarrays and toxicology: the advent of toxicogenomics.

4. Functional discovery via a compendium of expression profiles.

5. Visualizing plant metabolomic correlation networks using clique-metabolite matrices.

Review 6. Metabolomics--the link between genotypes and phenotypes.

7. Automated mode-of-action detection by metabolic profiling.

8. Conceptual modelling of genomic information.

9. Metabolic profiling: a Rosetta Stone for genomics?

10. Compromising early salicylic acid accumulation delays the hypersensitive response and increases viral dispersal during lesion establishment in TMV-infected tobacco.

Review 1. Metabolic profiles to define the genome: can we hear the phenotypes?

Review 2. Metabonomics techniques and applications to pharmaceutical research & development.

3. Discrimination of modes of action of antifungal substances by use of metabolic footprinting.

4. Bioinformatics tools for cancer metabolomics.

5. Current awareness on comparative and functional genomics.