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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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Dades bibliogràfiques
Publicat a:Bioinformatics
Autors principals: Jang, Gwanghoon, Park, Sungjoon, Lee, Sanghoon, Kim, Sunkyu, Park, Sejeong, Kang, Jaewoo
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2021
Matèries:
Accés en línia: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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