Back to search

Article

Graphical Learning and Causal Inference for Drug Repurposing

2023-08-02

Abstract excerpt

Gene expression profiles that connect drug perturbations, disease gene expression signatures, and clinical data are important for discovering potential drug repurposing indications. However, the current approach to gene expression reversal has several limitations. First, most methods focus on validating the reversal expression of individual genes. Second, there is a lack of causal approaches for identifying drug r...

Topics

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

Identifiers and source

Literature Corpus work
beac925d-aec8-5673-a1ce-9099659d2643
DOI
10.1101/2023.07.29.23293346
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.
Graphical Learning and Causal Inference for Drug RepurposingDOI 10.1101/2023.07.29.23293346
Select a neighboring publication to make it the new centre.