As new customer needs come to light, the unique infrastructure of the cloud model makes it much quicker, easier and less expensive to develop and deploy new modules of value, offering new layers of functionality specially tuned for the given industry.
The genes in this module are of value in exploring some of the fundamental metabolic and biochemical differences between obligate carnivores and omnivores.
For example, at a module homogeneity value of 0.5, on average only half of the edges connected to the nodes of a module come from members of the same module and the other half of the connections are randomly connected to nodes outside the module.
On the other hand, the module membership value of any given node is obtained as the sum of the module membership value of the links of the given node, thus the small details of the hill determination step get also averaged out.
TotalHill method: a local maxima-based module determination approach, in which the module membership value of a link is determined by all the module membership values of its neighboring links (see Sections V.2.c. and V.2.d. in the Electronic Supplementary Material S1).
ProportionalHill method: a local maxima-based module determination approach, in which the module membership value of a link is determined by the module membership values only of its neighboring links having non lower centrality values (see main text and Section V.2.b. in the Electronic Supplementary Material S1).
To exemplify this, we performed an experimental analysis of module 64 (NB value 0.850, average PCC value 0.822), in which flavonoid biosynthesis genes are enriched (Table 3).
GradientHill method: a local maxima-based module determination approach, in which the module membership value of a link is determined by the module membership value(s) only of its neighboring link(s) having maximal centrality values (see Section V.2.b. in the Electronic Supplementary Material S1).
MM.magenta reports the module membership value of the gene.
For each immune module, P value of Tukey's test for the comparison between C2 and C3 is indicated.
