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Network module preservation statistics assess whether the density and connectivity patterns of modules defined in a reference data set are preserved in a test data set.
Finally, in the set of predicted gains and losses, ReXSpecies 2.0 searches for gain/loss patterns of modules and generates the output files as described next.
Using the Cytoscape plugin MCODE, the T2D-related DNA methylation and chromatin modification patterns of modules were detected from the giant components of TMSN and TCSN, respectively.
Network module preservation statistics quantify how density and connectivity patterns of modules defined in a reference data set are preserved in a test data set without the need to define modules in the test data set.
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Differences in vertical and horizontal patterns of module density among species are explained by changing a set of parameter values related to growth form and phenology.
Time dependence in the model described is limited to time-varying module membership, but patterns of module-module interaction are held constant.
Interestingly, neither the luminal M1 nor the luminal M2 subgroup of MBC displayed patterns of module scores resembling any of the intrinsic FBC subgroups.
To find the most representative members of each module, the module eigengene, which is the first principal component of the matrix representing all the expression patterns of module genes [ 37] was computed.
The architecture is the combination pattern of modules.
Also, the distribution pattern of modules in the two species diverges dramatically (see Figure 1).
In fact, Arboretum is a probabilistic method that enables us to use probabilistic module assignments, and thus a gene has a probability of belonging to a particular module and is allowed to contribute to the overall pattern of modules, with its contribution weighted by the probability.
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