Apart from the minimal morphogenetic module, subsets of the PLV share additional genes, some of which are implicated in genome replication, with each other, and also with Polintons and virophages (Fig. 7).
These limitations can be addressed using bi-clustering, a simultaneous similarity-based clustering of features and conditions, resulting in modules; subsets of features that exhibit consistent patterns over subsets of conditions (Cheng and Church, 2000).
By restricting sample network construction to modules (subsets) of genes that are naturally co-expressed in human caudate nucleus [ 21], we find that this degradation is most significant in a neuronal signal transduction module.
For each dataset, we identified a coherent gene expression module: a subset of genes whose gene expression profiles clustered together.
Feature ranking investigation and evaluation of the seizure detection module using subsets of features showed that the feature vector composed of approximately the 65%-best ranked parameters provides a good trade-off between computational demands and accuracy.
Most other modules were subsets of samples in these modules but had different gene sets.
The gene membership of the module spanning more conditions is compared with that of modules spanning subsets of these time series.
The cell is not hard wired, therefore a "wiring diagram" only provides, after much analysis, a combinatorially rich repertoire of circuit modules, particular subsets of which are selected by particular environments.
Wigwams (Wigwams identifies genes working across multiple situations) is a simple, deterministic and efficient method capable of identifying groups of dependently co-expressed genes, termed gene modules, spanning subsets of the available time series datasets.
In addition, we will enable to search all predicted motif modules instead of the subset of the predicted motif modules that are validated by TF interactions.
