[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 …

L-GRAAL: Lagrangian graphlet-based network aligner

N Malod-Dognin, N Pržulj - Bioinformatics, 2015 - academic.oup.com
Motivation: Discovering and understanding patterns in networks of protein–protein
interactions (PPIs) is a central problem in systems biology. Alignments between these …

SPINAL: scalable protein interaction network alignment

AE Aladağ, C Erten - Bioinformatics, 2013 - academic.oup.com
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 …

A comparison of algorithms for the pairwise alignment of biological networks

C Clark, J Kalita - Bioinformatics, 2014 - academic.oup.com
Motivation: As biological inquiry produces ever more network data, such as protein–protein
interaction networks, gene regulatory networks and metabolic networks, many algorithms …

Global alignment of protein-protein interaction networks: A survey

A Elmsallati, C Clark, J Kalita - IEEE/ACM transactions on …, 2015 - ieeexplore.ieee.org
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 …

SMETANA: accurate and scalable algorithm for probabilistic alignment of large-scale biological networks

SME Sahraeian, BJ Yoon - PloS one, 2013 - journals.plos.org
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 …

BEAMS: backbone extraction and merge strategy for the global many-to-many alignment of multiple PPI networks

F Alkan, C Erten - Bioinformatics, 2014 - academic.oup.com
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 …

A multiobjective memetic algorithm for PPI network alignment

C Clark, J Kalita - Bioinformatics, 2015 - academic.oup.com
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 …

A review of aligners for protein protein interaction networks

A Ali, R Viswanath, SS Patil… - 2017 2nd IEEE …, 2017 - ieeexplore.ieee.org
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 …

PROPER: global protein interaction network alignment through percolation matching

E Kazemi, H Hassani, M Grossglauser… - BMC …, 2016 - Springer
Background The alignment of protein-protein interaction (PPI) networks enables us to
uncover the relationships between different species, which leads to a deeper understanding …