Gtexture: Novel Extension of Image Texture Analysis to Graphs and Its Application to Cancer Informatics (Updated June 2, 2023).

"To demonstrate the utility of these metrics in cancer biology, we demonstrate these metrics can distinguish different fitness landscapes, gene co expression and regulatory networks, and protein interaction networks with both simulated and publicly available experimental gene expression data. Network-based data underlies drug discovery, drug response prediction, and single-cell dynamics and thus these metrics provide an additional tool for tackling these problems in cancer." "We demonstrate that graph texture varies across multiple network types including fitness landscapes and large protein interaction networks with experimental expression data. [Extracted from the article]