However, most of these methods are effective only when using expression profiles obtained under diverse conditions and perturbations, while the bulk of data currently available from clinical studies are expression profiles of groups of diseased individuals and matched controls.
Cluster analysis of data from the HLQ will be used to identify health literacy profiles of groups of individuals within each sample.
We then apply iBBiG to extract clusters or 'modules' of groups of phenotypes whose gene expression profiles are enriched in similar gene sets (Supplementary Fig. 1).
The strategy for comparison, for example the overlay of frequency plots derived from two groups of profiles, has been described elsewhere [ 7, 8].
Functional modules analysis was performed, which quantify the enrichment of group of genes in samples profiled by microarray.
The majority of individuals were functioning generally well; however, there was evidence of the presence of groups with different profiles, which may be explained in part in terms of cognitive ability differences.
The identification was based on phylogenetic analysis of 16 S rDNA placing the Geobacillus sp. Y412MC10 within the P. vortex clade and further supported by genomic clustering of Cluster of Orthologous Groups (COG) profiles [ 42, 43].
Clustering the first set of 1000 simulations identified six groups of pandemic profiles that could occur in the absence of any control measure.
Except for some little differences, dendrograms of Figure 2 underline the presence of two broad groups with similar profiles of over represented functional categories: i) unloading [ 33], ageing [ 32], long-term denervation response [ 37], denervation and spinal cord isolation [ 5] and ii) fasting [ 20], systemic muscle wasting [ 4] and short-term response to denervation [ 34].
Results show a good acceptation of scales by clinicians ; grouping of problem profiles that suppose specific needs for some populations of patients ; differentiation of access to care through the number and severity of problems ; sensitivity to problems outcomes for inpatient care.
