Clustering methods have very low computational costs to extract qualitative information about co-expression, but they are not powerful enough to provide the inference of the detailed structure of the underlying biochemical signalling pathways.
In addition to providing the inference procedure of C3NET [ 33], the c3net package allows also a visualization of the inferred network by utilizing the igraph package [ 40].
19 23 In clinical monitoring, mortality provides the strongest inference of treatment successes.
Angular and kinematic relationships among subsidiary fault sets within the consistent kinematic architecture provide constraints for the inference of the state of stress along the Lanterman and Priestley fault systems.
In general, the organisation of genes into operons may provide information for the inference of gene functional order, and conserved proximity between genes may suggest that the genes are involved in similar biological mechanisms.
Phylogenetic analysis is consistent with horizontal transfer and provides the basis for inference of its timing and direction.
We demonstrate that numerical simulation has great flexibility in providing additional sensitivity to the inference of region-region connectivity.
Collectively, the results from RT-PCR expression assays, MRCA expression analysis, and sequence rate analysis provide evidence to support the inference of neofunctionalization for BSU1 including gain of expression in pollen and accelerated sequence rate evolution compared with BSL1.
Thomas and Conti [ 22] have pointed out that genetically randomized experimental populations that segregate naturally occurring allelic variants can provide a basis for the inference of networks of causal associations among genetic loci, physiological phenotypes, and disease states.
The inferred network structure from the inference of parameters provides one of the best candidates for the biological network structure.
