“…A variety of 'omics' tools, targeting biological systems at various scales, are used in combination with conventional genetic and biochemical approaches to obtain system-level measurements for subsequent modelling and simulation of the system under study (see the figure). For instance, microbial populations can be phenotypically characterized in terms of their biochemistry, physiology and ecology and then analysed using high-throughput 'omics' tools, such as those provided by transcriptomics (for example, microarrays, RNA-sequencing (RNA-seq) or whole-transcriptome shotgun sequencing), proteomics (for example, mass spectrometry to identify proteins, protein complexes and post-translational modifications) 37,48,51,147,148 and metabolomics (for example, metabolite profiling and analysis of metabolite fluxes) 37,38,55,149 . At the community scale, high-throughput metagenomic technologies, such as large-scale genome sequencing 97 , GeoChip 15,109 and PhyloChip…”