Predicting compound activity from phenotypic profiles and chemical structures
Experimental assays are used to determine if compounds cause a desired activity in cells. Here the authors demonstrate that computational methods can predict compound bioactivity given their chemical structure, imaging and gene expression data from historic screening libraries.
Main Authors: | , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2023-04-01
|
Series: | Nature Communications |
Online Access: | https://doi.org/10.1038/s41467-023-37570-1 |