Back to search

Article

Application of network diffusion approaches to drug screenings: A perspective on multilayered networks derived from cell lines and drugs

2017-10-12

Abstract excerpt

Network diffusion approaches are frequently used for identifying the relevant disease genes and for prioritizing the genes for drug sensitivity predictions. Majority of these studies rely on networks representing a single type of information. However, using multiplex heterogeneous networks (networks with multiple interconnected layers) is much more informative and helps to understand the global topology. We built...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
336f0def-39c6-5602-8e3d-3327f5496a1d
DOI
10.7287/peerj.preprints.3339v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Application of network diffusion approaches to drug screenings: A perspective on multilayered networks derived from cell lines and drugsDOI 10.7287/peerj.preprints.3339v1
Select a neighboring publication to make it the new centre.