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Code and data for in silico strain design for enhanced production of +100 typical bio-products with yeast as a cell-factory. Predictions are based on the ecYeastGEM model avaiable at ecModels.

License: Creative Commons Attribution 4.0 International

MATLAB 61.16% Python 0.49% R 38.35%
cell-factory constraint-based-modeling enzyme-constraints yeast

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Meta-analaysis of all predicted targets for these 120 products.

  • Group of products based on tSNE using the predicted genes strategies.

  • compare the gene targets from a general minimal condition and the in vivo experimental condition. -> generate venn diagrams comparing predictions with and without background

  • compare the general trends using the output from step2 and step3

Pathway enrichment analysis

  • Perform analysis for each chemical on the final list of targets (compatible_genes_results).

  • Check if there is overlap of enriched pathways across chemicals for each family

  • Run enrichment analysis for overlaped OE targets within a family (present in at least 50% of the chemicals in the family)

  • Repeat the last point but for KD + KO

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