In this context, we define our concept of a 'SuperGenome' as a representation of the multiple sequence alignment with an additional common coordinate system, and mappings between this coordinate system and the aligned sequences.
In brief, our protocol performs a MCA on a vectorial representation of multiple 'barcoded' microarray data in a high dimensional space.
We then describe an extension of the pairwise alignment method to MSA using a novel approach that is based on a poset representation of multiple alignments, and an efficient online topological ordering algorithm.
Second, a novel method is proposed, named msiDBN, which models a common representation of multiple PPI networks using a deep belief network framework and analyzes the reconstruction errors and the variabilities across the time courses in the biological process.
Only patients on repeat drug prescriptions were selected for defining measures because this gives a better representation of multiple drugs used on a long-term basis for the majority of patients with chronic conditions.
In their paper " msiDBN: a method of identifying critical proteins in dynamic PPI networks," Y. Zhang et al. presented a comprehensive way of modeling the dynamic PPIs and further proposed a novel method, named msiDBN, for modeling a common representation of multiple PPI networks.
The proposed model offers a high level of accuracy in its capacity for description and, at the same time, a broad versatility within representation modelling, allowing such a reliable representation of multiple issues that eventually it may be required for every historical building, depending on its features and state of conservation.
This software generates a graphical representation of multiple alignments where the character height represents the degree of conservation of each monomer.
Other methods use heuristics to maximize the functional of clades matching among two trees (rooted supertrees are produced) [ 90] or use a matrix representation of multiple trees [ 91].
Furthermore, the HIVE add-on enables users to collapse networks into single nodes, thereby providing a clear representation of multiple (interconnected) networks.
