Integrating multiple 'omics' analysis for microbial biology: application and methodologies.

Authors:
Weiwen Zhang
Weiwen Zhang
Tianjin University
China
Mr Feng Li, MD
Mr Feng Li, MD
Tongji Hospital
China
Lei Nie
Lei Nie
School of Pharmaceutical Sciences
United States

Microbiology 2010 Feb 12;156(Pt 2):287-301. Epub 2009 Nov 12.

Center for Ecogenomics, Biodesign Institute, Arizona State University, Tempe, AZ 85287-6501, USA.

Recent advances in various 'omics' technologies enable quantitative monitoring of the abundance of various biological molecules in a high-throughput manner, and thus allow determination of their variation between different biological states on a genomic scale. Several popular 'omics' platforms that have been used in microbial systems biology include transcriptomics, which measures mRNA transcript levels; proteomics, which quantifies protein abundance; metabolomics, which determines abundance of small cellular metabolites; interactomics, which resolves the whole set of molecular interactions in cells; and fluxomics, which establishes dynamic changes of molecules within a cell over time. However, no single 'omics' analysis can fully unravel the complexities of fundamental microbial biology. Therefore, integration of multiple layers of information, the multi-'omics' approach, is required to acquire a precise picture of living micro-organisms. In spite of this being a challenging task, some attempts have been made recently to integrate heterogeneous 'omics' datasets in various microbial systems and the results have demonstrated that the multi-'omics' approach is a powerful tool for understanding the functional principles and dynamics of total cellular systems. This article reviews some basic concepts of various experimental 'omics' approaches, recent application of the integrated 'omics' for exploring metabolic and regulatory mechanisms in microbes, and advances in computational and statistical methodologies associated with integrated 'omics' analyses. Online databases and bioinformatic infrastructure available for integrated 'omics' analyses are also briefly discussed.

Download full-text PDF

Source
http://dx.doi.org/10.1099/mic.0.034793-0DOI Listing
February 2010
36 Reads

Publication Analysis

Top Keywords

integrated 'omics'
12
'omics'
9
microbial systems
8
'omics' analysis
8
multi-'omics' approach
8
microbial biology
8
'omics' analyses
8
required acquire
4
acquire precise
4
approach required
4
multiple layers
4
biology integration
4
integration multiple
4
layers multi-'omics'
4
living micro-organisms
4
task attempts
4
attempts integrate
4
integrate heterogeneous
4
challenging task
4
spite challenging
4

Altmetric Statistics

Similar Publications