Combined network analysis and machine learning allows the prediction of metabolic pathways from tomato metabolomics data

The identification and understanding of metabolic pathways is a key aspect in crop improvement and drug design. The common approach for their detection is based on gene annotation and ontology. Correlation-based network analysis, where metabolites are arranged into network formation, is used as a co...

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Bibliographic Details
Published in:Commun Biol
Main Authors: Toubiana, David, Puzis, Rami, Wen, Lingling, Sikron, Noga, Kurmanbayeva, Assylay, Soltabayeva, Aigerim, del Mar Rubio Wilhelmi, Maria, Sade, Nir, Fait, Aaron, Sagi, Moshe, Blumwald, Eduardo, Elovici, Yuval
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2019
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6581905/
https://ncbi.nlm.nih.gov/pubmed/31240252
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s42003-019-0440-4
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