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We also show that Réd's power of generalization comes from its two key components, a factorized model with latent representation of gene interactions and a gene-dependent logistic map of interaction scores.
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Gene Regulatory Networks are complex control networks that show the map of interactions among the genes.
Graph-based models, such as Boolean networks, Bayesian networks and Petri nets can be used for modeling this map of interactions.
Significant challenges currently impair experiments to get a more complete map of interactions between HPV16 and human proteins, facilitating computational methods to detect potential interactions.
Our findings suggest that isoflavone seed concentration is controlled by a complex network of multiple minor-effect loci interconnected by a dense epistatic map of interactions.
To determine whether the 16 OPNc-regulated proteins in PC-3 cells were functionally related, we also generated a network map of interactions.
Finally, hLGDB provides a powerful resource to system biology approaches and network analysis to dissect the map of interactions taking place in the lysosomal system.
This T cell network is composed of 94 different molecules, 123 interactions and multiple feedback loops, which give rise to a complex map of interactions based upon well-established findings from different studies on primary T cells.
Here we present Targeted Chromatin Capture (T2C), a new 3C method, which does not involve a massive sequencing effort, but which results in a high resolution map of interactions for particular loci of interest.
PPINs can be seen as a visual representation of the complete map of interactions that a system (pathway, cell, living organism) establishes in a particular moment and for a certain time window.
We built the network with data from high-throughput yeast two and three-hybrid studies that have uncovered a near-complete map of interactions among MADS domain proteins in Arabidopsis[ 15, 25].
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