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[HTML][HTML] A review of protein–protein interaction network alignment: From pathway comparison to global alignment
CY Ma, CS Liao - Computational and Structural Biotechnology Journal, 2020 - Elsevier
Network alignment provides a comprehensive way to discover the similar parts between
molecular systems of different species based on topological and biological similarity. With …
molecular systems of different species based on topological and biological similarity. With …
L-GRAAL: Lagrangian graphlet-based network aligner
Motivation: Discovering and understanding patterns in networks of protein–protein
interactions (PPIs) is a central problem in systems biology. Alignments between these …
interactions (PPIs) is a central problem in systems biology. Alignments between these …
SPINAL: scalable protein interaction network alignment
Motivation: Given protein–protein interaction (PPI) networks of a pair of species, a pairwise
global alignment corresponds to a one-to-one map** between their proteins. Based on …
global alignment corresponds to a one-to-one map** between their proteins. Based on …
A comparison of algorithms for the pairwise alignment of biological networks
Motivation: As biological inquiry produces ever more network data, such as protein–protein
interaction networks, gene regulatory networks and metabolic networks, many algorithms …
interaction networks, gene regulatory networks and metabolic networks, many algorithms …
Global alignment of protein-protein interaction networks: A survey
In this paper, we survey algorithms that perform global alignment of networks or graphs.
Global network alignment aligns two or more given networks to find the best map** from …
Global network alignment aligns two or more given networks to find the best map** from …
SMETANA: accurate and scalable algorithm for probabilistic alignment of large-scale biological networks
In this paper we introduce an efficient algorithm for alignment of multiple large-scale
biological networks. In this scheme, we first compute a probabilistic similarity measure …
biological networks. In this scheme, we first compute a probabilistic similarity measure …
BEAMS: backbone extraction and merge strategy for the global many-to-many alignment of multiple PPI networks
Motivation: Global many-to-many alignment of biological networks has been a central
problem in comparative biological network studies. Given a set of biological interaction …
problem in comparative biological network studies. Given a set of biological interaction …
A multiobjective memetic algorithm for PPI network alignment
Motivation: There recently has been great interest in aligning protein–protein interaction
(PPI) networks to identify potentially orthologous proteins between species. It is thought that …
(PPI) networks to identify potentially orthologous proteins between species. It is thought that …
A review of aligners for protein protein interaction networks
Protein Protein Interaction (PPI) can be considered as network. Alignment is the process of
map** nodes from one network to another network. The main objective of network …
map** nodes from one network to another network. The main objective of network …
PROPER: global protein interaction network alignment through percolation matching
Background The alignment of protein-protein interaction (PPI) networks enables us to
uncover the relationships between different species, which leads to a deeper understanding …
uncover the relationships between different species, which leads to a deeper understanding …