title: Systems biology analysis of Zymomonas mobilis ZM4 ethanol stress responses.
abstract: BACKGROUND
  Zymomonas mobilis ZM4 is a capable ethanologenic bacterium with high ethanol productivity and ethanol tolerance. Previous studies indicated that several stress-related proteins and changes in the ZM4 membrane lipid composition may contribute to ethanol tolerance. However, the molecular mechanisms of its ethanol stress response have not been elucidated fully.
  
  
  RESULTS
  In this study, ethanol stress responses were investigated using systems biology approaches. Medium supplementation with an initial 47 g/L (6% v/v) ethanol reduced Z. mobilis ZM4 glucose consumption, growth rate and ethanol productivity compared to that of untreated controls. A proteomic analysis of early exponential growth identified about one thousand proteins, or approximately 55% of the predicted ZM4 proteome. Proteins related to metabolism and stress response such as chaperones and key regulators were more abundant in the early ethanol stress condition. Transcriptomic studies indicated that the response of ZM4 to ethanol is dynamic, complex and involves many genes from all the different functional categories. Most down-regulated genes were related to translation and ribosome biogenesis, while the ethanol-upregulated genes were mostly related to cellular processes and metabolism. Transcriptomic data were used to update Z. mobilis ZM4 operon models. Furthermore, correlations among the transcriptomic, proteomic and metabolic data were examined. Among significantly expressed genes or proteins, we observe higher correlation coefficients when fold-change values are higher.
  
  
  CONCLUSIONS
  Our study has provided insights into the responses of Z. mobilis to ethanol stress through an integrated "omics" approach for the first time. This systems biology study elucidated key Z. mobilis ZM4 metabolites, genes and proteins that form the foundation of its distinctive physiology and its multifaceted response to ethanol stress.
authors.affiliation: Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America.
authors.forename: Shihui
authors.initials: S
authors.lastname: Yang
authors.forename: Chongle
authors.initials: C
authors.lastname: Pan
authors.forename: Timothy J
authors.initials: TJ
authors.lastname: Tschaplinski
authors.forename: Gregory B
authors.initials: GB
authors.lastname: Hurst
authors.forename: Nancy L
authors.initials: NL
authors.lastname: Engle
authors.forename: Wen
authors.initials: W
authors.lastname: Zhou
authors.forename: Phuongan
authors.initials: P
authors.lastname: Dam
authors.forename: Ying
authors.initials: Y
authors.lastname: Xu
authors.forename: Miguel
authors.initials: M
authors.lastname: Rodriguez
authors.forename: Lezlee
authors.initials: L
authors.lastname: Dice
authors.forename: Courtney M
authors.initials: CM
authors.lastname: Johnson
authors.forename: Brian H
authors.initials: BH
authors.lastname: Davison
authors.forename: Steven D
authors.initials: SD
authors.lastname: Brown
mesh_terms: D000431:Ethanol / Q000494:pharmacology*; D049490:Systems Biology / Q000379:methods*; D059467:Transcriptome / Q000187:drug effects; D017355:Zymomonas / Q000187:drug effects* / Q000378:metabolism*
chemical_list: D000431:Ethanol