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Predicting mechanism of action of novel compounds using compound structure and transcriptomic signature coembedding

MOTIVATION: Identifying mechanism of actions (MoA) of novel compounds is crucial in drug discovery. Careful understanding of MoA can avoid potential side effects of drug candidates. Efforts have been made to identify MoA using the transcriptomic signatures induced by compounds. However, these approa...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Jang, Gwanghoon, Park, Sungjoon, Lee, Sanghoon, Kim, Sunkyu, Park, Sejeong, Kang, Jaewoo
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8275331/
https://ncbi.nlm.nih.gov/pubmed/34252937
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btab275
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