Classification of alkaloids according to the starting substances of their biosynthetic pathways using graph convolutional neural networks

BACKGROUND: Alkaloids, a class of organic compounds that contain nitrogen bases, are mainly synthesized as secondary metabolites in plants and fungi, and they have a wide range of bioactivities. Although there are thousands of compounds in this class, few of their biosynthesis pathways are fully ide...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Eguchi, Ryohei, Ono, Naoaki, Hirai Morita, Aki, Katsuragi, Tetsuo, Nakamura, Satoshi, Huang, Ming, Altaf-Ul-Amin, Md., Kanaya, Shigehiko
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6617615/
https://ncbi.nlm.nih.gov/pubmed/31288752
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-2963-6
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