Klaus M. Frahm

Fibroblast-specific protein-protein interactions for myocardial fibrosis from MetaCore network

The paper identifies fibroblast-specific protein-protein interactions driving myocardial fibrosis using the MetaCore network and proposes a method to reverse fibrotic cascades.

Statistical properties of the MetaCore network of protein-protein interactions

The paper analyzes the statistical properties of the MetaCore protein-protein interaction network using Google matrix methods to identify activation and inhibition patterns in specific protein groups.

Fibrosis protein-protein interactions from Google matrix analysis of MetaCore network

The paper uses Google matrix analysis of MetaCore network to predict protein-protein interactions involved in cardiac fibrosis in mouse and human tissues.

Google matrix analysis of bi-functional SIGNOR network of protein-protein interactions

The paper applies Google matrix analysis to the SIGNOR protein-protein interaction network to identify effective interactions and dominant activation/inhibition functions between proteins.

Collective intelligence defines biological functions in Wikipedia as communities in the hidden protein connection network

The paper analyzes Wikipedia's protein functional network using the REGOMAX algorithm to identify evolving hidden communities of biological functions.