Abstract Background Systemic sclerosis (SSc) is a multi-organ autoimmune disease characterized by skin fibrosis. Internal organ involvement is heterogeneous. It is unknown …
X Ma, P Sun, M Gong - IEEE/ACM Transactions on …, 2020 - ieeexplore.ieee.org
Cancer progression is dynamic, and tracking dynamic modules is promising for cancer diagnosis and therapy. Accumulated genomic data provide us an opportunity to investigate …
DM Hutt, S Loguercio, DM Roth, AI Su… - Journal of Biological …, 2018 - ASBMB
Inherited and somatic rare diseases result from> 200,000 genetic variants leading to loss-or gain-of-toxic function, often caused by protein misfolding. Many of these misfolded variants …
Type 2 diabetes (T2D) is a complex disease that involves multiple genes. Numerous risk loci have already been associated with T2D, although many susceptibility genes remain to be …
Complexes of physically interacting proteins constitute fundamental functional units that drive almost all biological processes within cells. A faithful reconstruction of the entire set of …
W Chen, J Liu, S He - BMC systems biology, 2017 - Springer
Background Active module, defined as an area in biological network that shows striking changes in molecular activity or phenotypic signatures, is important to reveal dynamic and …
Background Several recent studies have used the Minimum Dominating Set (MDS) model to identify driver nodes, which provide the control of the underlying networks, in protein …
Gene expression regulation is a fundamental cellular process that enables robust functioning of cells. How different genes interact among themselves to coordinate and …
This thesis addresses the problem of active module identification in biological networks. Active module identification is a research topic in network biology that aims to identify …