An artificial immune system for clustering amino acids in the context of protein function classification [PDF]
This paper addresses the classification task of data mining (a form of supervised learning) in the context of an important bioinformatics problem, namely the prediction of protein functions.
Timmis, Jon +5 more
core +1 more source
DCSE:Double-Channel-Siamese-Ensemble model for protein protein interaction prediction
Background Protein-protein interaction (PPI) is very important for many biochemical processes. Therefore, accurate prediction of PPI can help us better understand the role of proteins in biochemical processes.
Wenqi Chen +5 more
doaj +1 more source
A Computational Model of the LGI1 Protein Suggests a Common Binding Site for ADAM Proteins [PDF]
Mutations of human leucine-rich glioma inactivated (LGI1) gene encoding the epitempin protein cause autosomal dominant temporal lateral epilepsy (ADTLE), a rare familial partial epileptic syndrome.
Leonardi, Emanuela +23 more
core +1 more source
Antagonists of protein–protein interactions [PDF]
Protein-protein interactions are often attractive, but not straightforward, targets for disease therapy. Two strategies for identifying inhibitors of these interactions, peptide phage display and high-throughput screening, have recently shown new promise.
openaire +2 more sources
Determining biophysical protein stability in lysates by a fast proteolysis assay, FASTpp. [PDF]
The biophysical stability is an important parameter for protein activity both in vivo and in vitro. Here we propose a method to analyse thermal melting of protein domains in lysates: Fast parallel proteolysis (FASTpp).
Rüdiger, Stefan G. D. +10 more
core +3 more sources
Memory in repetitive protein–protein interaction series
Interactions between proteins coordinate biological processes in an organism and may impact its responses to changing environments and diseases through feedback systems. Feedback systems function by using changes in the past to influence behaviors in the
Aaron M. Rosado +8 more
doaj +1 more source
A script to highlight hydrophobicity and charge on protein surfaces [PDF]
The composition of protein surfaces determines both affinity and specificity of protein-protein interactions. Matching of hydrophobic contacts and charged groups on both sites of the interface are crucial to ensure specificity.
Tania eMorán Luengo +12 more
core +2 more sources
Hierarchical graph learning for protein–protein interaction
Despite recent progress, machine learning methods remain inadequate in modeling the natural protein-protein interaction (PPI) hierarchy for PPI prediction.
Ziqi Gao +8 more
doaj +1 more source
STRING software depicts the protein-protein interaction network of XRCC2, XRCC3 and RAD51. The first ten proteins that primarily interacts with XRCC2, XRCC3 and RAD51 is highlighted.
Nageswara Rao Dunna (11985969) +5 more
core +1 more source
Allo-network drugs: Extension of the allosteric drug concept to protein-protein interaction and signaling networks [PDF]
Allosteric drugs are usually more specific and have fewer side effects than orthosteric drugs targeting the same protein. Here, we overview the current knowledge on allosteric signal transmission from the network point of view, and show that most ...
Csermely, Péter +3 more
core +2 more sources

