Network propagation: a universal amplifier of genetic associations
Biological networks are powerful resources for the discovery of genes and genetic modules
that drive disease. Fundamental to network analysis is the concept that genes underlying the …
that drive disease. Fundamental to network analysis is the concept that genes underlying the …
Network‐based prediction of protein function
Functional annotation of proteins is a fundamental problem in the post‐genomic era. The
recent availability of protein interaction networks for many model species has spurred on the …
recent availability of protein interaction networks for many model species has spurred on the …
[HTML][HTML] A large-scale evaluation of computational protein function prediction
Automated annotation of protein function is challenging. As the number of sequenced
genomes rapidly grows, the overwhelming majority of protein products can only be …
genomes rapidly grows, the overwhelming majority of protein products can only be …
Global alignment of multiple protein interaction networks with application to functional orthology detection
Protein–protein interactions (PPIs) and their networks play a central role in all biological
processes. Akin to the complete sequencing of genomes and their comparative analysis …
processes. Akin to the complete sequencing of genomes and their comparative analysis …
ProLanGO: protein function prediction using neural machine translation based on a recurrent neural network
With the development of next generation sequencing techniques, it is fast and cheap to
determine protein sequences but relatively slow and expensive to extract useful information …
determine protein sequences but relatively slow and expensive to extract useful information …
Graph theory and networks in biology
O Mason, M Verwoerd - IET systems biology, 2007 - IET
A survey of the use of graph theoretical techniques in Biology is presented. In particular,
recent work on identifying and modelling the structure of bio-molecular networks is …
recent work on identifying and modelling the structure of bio-molecular networks is …
Uncovering biological network function via graphlet degree signatures
T Milenković, N Pržulj - Cancer informatics, 2008 - journals.sagepub.com
Motivation Proteins are essential macromolecules of life and thus understanding their
function is of great importance. The number of functionally unclassified proteins is large …
function is of great importance. The number of functionally unclassified proteins is large …
Exploiting indirect neighbours and topological weight to predict protein function from protein–protein interactions
Motivation: Most approaches in predicting protein function from protein–protein interaction
data utilize the observation that a protein often share functions with proteins that interacts …
data utilize the observation that a protein often share functions with proteins that interacts …
Diversity in Genetic In Vivo Methods for Protein-Protein Interaction Studies: from the Yeast Two-Hybrid System to the Mammalian Split-Luciferase System
B Stynen, H Tournu, J Tavernier… - … and molecular biology …, 2012 - Am Soc Microbiol
The yeast two-hybrid system pioneered the field of in vivo protein-protein interaction
methods and undisputedly gave rise to a palette of ingenious techniques that are constantly …
methods and undisputedly gave rise to a palette of ingenious techniques that are constantly …