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Reconstructing the transcriptional regulatory network of probiotic L. reuteri is enabled by transcriptomics and machine learning.

Jonathan Josephs-SpauldingAkanksha RajputYing HefnerRichard SzubinArchana BalasubramanianGaoyuan LiDaniel C ZielinskiLeonie JahnMorten SommerPatrick V PhaneufBernhard O Palsson
Published in: mSystems (2024)
functions, especially in processes like breaking down certain nutrients and adapting to stressful changes. More importantly, with our findings, we become closer to using this knowledge to improve how we produce more sustainable and healthier foods with the help of microbes.
Keyphrases
  • machine learning
  • transcription factor
  • single cell
  • healthcare
  • heavy metals
  • gene expression
  • artificial intelligence
  • big data
  • bacillus subtilis
  • deep learning
  • heat shock
  • lactic acid
  • risk assessment