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Transcriptome and metabolome data integration-technical perquisites for successful data fusion and visualization.
Compr. Anal. Chem. 63, 421-442 (2014)
Different types of "Omics" technologies can be combined for a systems biology insight into biological samples. Metabolomics, measurement of the metabolite content of such a system, and transcriptomics, measurement of gene expression, are a preferred combination because of several advantages. Both technologies, especially microarray-based transcriptomics, can be used in routine analysis and are capable of high throughput. In this chapter, we briefly review the process of how metabolomics and transcriptomic data are generated, how they can be combined, and which tools exist for combined analysis. Furthermore, tools for visualization are presented and MassTRIX, a metabolite annotation Web server, also capable of transcriptome data analysis from Affymetrix gene chips, is presented.
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Publikationstyp
Artikel: Journalartikel
Dokumenttyp
Wissenschaftlicher Artikel
Schlagwörter
Data Fusion ; Masstrix ; Metabolomics ; Transcriptomics ; Visualization
ISSN (print) / ISBN
0166-526X
e-ISSN
1875-788X
Zeitschrift
Comprehensive Analytical Chemistry
Quellenangaben
Band: 63,
Seiten: 421-442
Verlag
Elsevier
Nichtpatentliteratur
Publikationen
Begutachtungsstatus
Peer reviewed
Institut(e)
Research Unit Analytical BioGeoChemistry (BGC)