Current progress in computational metabolomics
- PMID: 17626065
- DOI: 10.1093/bib/bbm030
Current progress in computational metabolomics
Abstract
Being a relatively new addition to the 'omics' field, metabolomics is still evolving its own computational infrastructure and assessing its own computational needs. Due to its strong emphasis on chemical information and because of the importance of linking that chemical data to biological consequences, metabolomics must combine elements of traditional bioinformatics with traditional cheminformatics. This is a significant challenge as these two fields have evolved quite separately and require very different computational tools and skill sets. This review is intended to familiarize readers with the field of metabolomics and to outline the needs, the challenges and the recent progress being made in four areas of computational metabolomics: (i) metabolomics databases; (ii) metabolomics LIMS; (iii) spectral analysis tools for metabolomics and (iv) metabolic modeling.
Similar articles
-
Metabolomics technology and bioinformatics.Brief Bioinform. 2006 Jun;7(2):128-39. doi: 10.1093/bib/bbl012. Epub 2006 May 18. Brief Bioinform. 2006. PMID: 16772266 Review.
-
Flux balance analysis in the era of metabolomics.Brief Bioinform. 2006 Jun;7(2):140-50. doi: 10.1093/bib/bbl007. Epub 2006 Apr 26. Brief Bioinform. 2006. PMID: 16772264 Review.
-
Current trends in computational inference from mass spectrometry-based proteomics.Brief Bioinform. 2007 Sep;8(5):304-17. doi: 10.1093/bib/bbm023. Epub 2007 Jun 20. Brief Bioinform. 2007. PMID: 17584764 Review.
-
Metabolomics Standards Workshop and the development of international standards for reporting metabolomics experimental results.Brief Bioinform. 2006 Jun;7(2):159-65. doi: 10.1093/bib/bbl008. Epub 2006 Apr 24. Brief Bioinform. 2006. PMID: 16772263
-
Review: on the analysis and interpretation of correlations in metabolomic data.Brief Bioinform. 2006 Jun;7(2):151-8. doi: 10.1093/bib/bbl009. Epub 2006 May 11. Brief Bioinform. 2006. PMID: 16772265 Review.
Cited by
-
Metabolic adaptations to HFHS overfeeding: how whole body and tissues postprandial metabolic flexibility adapt in Yucatan mini-pigs.Eur J Nutr. 2018 Feb;57(1):119-135. doi: 10.1007/s00394-016-1302-1. Epub 2016 Aug 27. Eur J Nutr. 2018. PMID: 27568059
-
Metabolomics: A Way Forward for Crop Improvement.Metabolites. 2019 Dec 14;9(12):303. doi: 10.3390/metabo9120303. Metabolites. 2019. PMID: 31847393 Free PMC article. Review.
-
Characterizing Multidevice Capillary Vibrating Sharp-Edge Spray Ionization for In-Droplet Hydrogen/Deuterium Exchange to Enhance Compound Identification.ACS Omega. 2021 Jul 7;6(28):18370-18382. doi: 10.1021/acsomega.1c02362. eCollection 2021 Jul 20. ACS Omega. 2021. PMID: 34308068 Free PMC article.
-
Hong-Bai-Lan-Shen Extract Alleviates the CoCl2-Induced Apoptosis in H9C2 Cells by Regulating the AMPK Pathway.Vet Sci. 2025 Mar 13;12(3):267. doi: 10.3390/vetsci12030267. Vet Sci. 2025. PMID: 40266983 Free PMC article.
-
Impact of anesthesia and euthanasia on metabolomics of mammalian tissues: studies in a C57BL/6J mouse model.PLoS One. 2015 Feb 6;10(2):e0117232. doi: 10.1371/journal.pone.0117232. eCollection 2015. PLoS One. 2015. PMID: 25658945 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources