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Elucidating redox balance shift in Scheffersomyces stipitis' fermentative metabolism using a modified genome-scale metabolic model.

Matthew HilliardAndrew DamianiQ Peter HeThomas JeffriesJin Wang
Published in: Microbial cell factories (2018)
iDH814, the modified model, was shown to offer significantly improved performance in terms of matching available experimental results and better capturing available knowledge on the organism. More importantly, our analysis based on iDH814 provides the first genome-scale understanding on how redox balance in S. stipitis was shifted as a result of reduced oxygen supply. The systems level analysis identified the key contributors to the overall metabolic state shift, which were validated using transcriptomic data. The analysis confirmed that S. stipitis uses a concerted approach to cope with the stress associated with reduced oxygen supply, and the shift of reducing power from NADPH to NADH seems to be the center theme that directs the overall shift in metabolic states.
Keyphrases
  • healthcare
  • low grade
  • gene expression
  • electronic health record
  • single cell
  • reactive oxygen species
  • artificial intelligence
  • data analysis
  • stress induced
  • heat stress