Investigation of the adaptation of Lactococcus lactis to isoleucine starvation integrating dynamic transcriptome and proteome information

BackgroundAmino acid assimilation is crucial for bacteria and this is particularly true for Lactic Acid Bacteria (LAB) that are generally auxotroph for amino acids. The global response of the LAB model Lactococcus lactis ssp. lactis was characterized during progressive isoleucine starvation in batch culture using a chemically defined medium in which isoleucine concentration was fixed so as to become the sole limiting nutriment. Dynamic analyses were performed using transcriptomic and proteomic approaches and the results were analysed conjointly with fermentation kinetic data.ResultsThe response was first deduced from transcriptomic analysis and corroborated by proteomic results. It occurred progressively and could be divided into three major mechanisms: (i) a global down-regulation of processes linked to bacterial growth and catabolism (transcription, translation, carbon metabolism and transport, pyrimidine and fatty acid metabolism), (ii) a specific positive response related to the limiting nutrient (activation of pathways of carbon or nitrogen metabolism and leading to isoleucine supply) and (iii) an unexpected oxidative stress response (positive regulation of aerobic metabolism, electron transport, thioredoxin metabolism and pyruvate dehydrogenase). The involvement of various regulatory mechanisms during this adaptation was analysed on the basis of transcriptomic data comparisons. The global regulator CodY seemed specifically dedicated to the regulation of isoleucine supply. Other regulations were massively related to growth rate and stringent response.ConclusionThis integrative biology approach provided an overview of the metabolic pathways involved during isoleucine starvation and their regulations. It has extended significantly the physiological understanding of the metabolism of L. lactis ssp. lactis. The approach can be generalised to other conditions and will contribute significantly to the identification of the biological processes involved in complex regulatory networks of micro-organisms.

[1]  T. Nyström,et al.  Oxidative Stress Defense and Deterioration of Growth-arrestedEscherichia coli Cells* , 1999, The Journal of Biological Chemistry.

[2]  Sandy Raynaud,et al.  Metabolic and Transcriptomic Adaptation of Lactococcus lactis subsp. lactis Biovar diacetylactis in Response to Autoacidification and Temperature Downshift in Skim Milk , 2005, Applied and Environmental Microbiology.

[3]  B. Poolman,et al.  Relation of growth of Streptococcus lactis and Streptococcus cremoris to amino acid transport , 1988, Journal of bacteriology.

[4]  Joel T. Smith,et al.  The global, ppGpp‐mediated stringent response to amino acid starvation in Escherichia coli , 2008, Molecular microbiology.

[5]  M. Morange,et al.  Microbial Cell Factories , 2006 .

[6]  M. Cocaign-Bousquet,et al.  Rational development of a simple synthetic medium for the sustained growth of Lactococcus lactis , 1995 .

[7]  S. Ehrlich,et al.  The complete genome sequence of the lactic acid bacterium Lactococcus lactis ssp. lactis IL1403. , 2001, Genome research.

[8]  P. Renault,et al.  Glucose metabolism and regulation of glycolysis in Lactococcus lactis strains with decreased lactate dehydrogenase activity. , 2001, Metabolic engineering.

[9]  M. Hecker,et al.  Global Gene Expression Profiling of Bacillus subtilis in Response to Ammonium and Tryptophan Starvation as Revealed by Transcriptome and Proteome Analysis , 2006, Journal of Molecular Microbiology and Biotechnology.

[10]  C. Fenselau A review of quantitative methods for proteomic studies. , 2007, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[11]  J. Martinussen,et al.  The Pyrimidine Operon pyrRPB-carA fromLactococcus lactis , 2001, Journal of bacteriology.

[12]  Thomas D. Schmittgen,et al.  Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. , 2001, Methods.

[13]  M. Zúñiga,et al.  Amino Acid Catabolic Pathways of Lactic Acid Bacteria , 2006, Critical reviews in microbiology.

[14]  N. Pons,et al.  Overall control of nitrogen metabolism in Lactococcus lactis by CodY, and possible models for CodY regulation in Firmicutes. , 2005, Microbiology.

[15]  D. Aubel,et al.  A Multifunction ABC Transporter (Opt) Contributes to Diversity of Peptide Uptake Specificity within the Genus Lactococcus , 2004, Journal of bacteriology.

[16]  Muriel Cocaign-Bousquet,et al.  Role of mRNA Stability during Genome-wide Adaptation of Lactococcus lactis to Carbon Starvation* , 2005, Journal of Biological Chemistry.

[17]  Mari Nakamura,et al.  Growth Phase- and Nutrient Limitation-Associated Transcript Abundance Regulation in Bordetella pertussis , 2006, Infection and Immunity.

[18]  Clémentine Dressaire,et al.  Growth rate regulated genes and their wide involvement in the Lactococcus lactis stress responses , 2008, BMC Genomics.

[19]  O. Kuipers,et al.  The Lactococcus lactis CodY Regulon , 2005, Journal of Biological Chemistry.

[20]  P. Renault,et al.  Gene regulation in Lactococcus lactis: the gap between predicted and characterized regulators , 2004, Antonie van Leeuwenhoek.

[21]  Gert Lubec,et al.  Limitations of current proteomics technologies. , 2005, Journal of chromatography. A.

[22]  Aldert L. Zomer,et al.  Time-Resolved Determination of the CcpA Regulon of Lactococcus lactis subsp. cremoris MG1363 , 2006, Journal of bacteriology.

[23]  Isabelle Queinnec,et al.  Transcriptome and Proteome Exploration to Model Translation Efficiency and Protein Stability in Lactococcus lactis , 2009, PLoS Comput. Biol..

[24]  Ian R White,et al.  Interplay of transcriptomics and proteomics. , 2003, Drug discovery today.

[25]  E. Redon,et al.  Transcriptome Analysis of the Progressive Adaptation of Lactococcus lactis to Carbon Starvation , 2005, Journal of bacteriology.

[26]  P. Renault,et al.  Gene inactivation in Lactococcus lactis: branched-chain amino acid biosynthesis , 1993, Journal of bacteriology.

[27]  B. Poolman,et al.  Specificity and selectivity determinants of peptide transport in Lactococcus lactis and other microorganisms , 2005, Molecular microbiology.

[28]  O. Kuipers,et al.  University of Groningen Identification and functional characterization of the Lactococcus lactis CodY-regulated branched-chain amino acid permease BcaP ( CtrA ) , 2006 .

[29]  P. Loubière,et al.  Physiology of pyruvate metabolism in Lactococcus lactis , 1996, Antonie van Leeuwenhoek.

[30]  Dipankar Chatterji,et al.  ppGpp: stringent response and survival. , 2006, Journal of microbiology.

[31]  Y. Ardö Flavour formation by amino acid catabolism. , 2006, Biotechnology advances.

[32]  Jue D. Wang,et al.  Control of bacterial transcription, translation and replication by (p)ppGpp. , 2008, Current opinion in microbiology.

[33]  T. Nyström,et al.  ppGpp: a global regulator in Escherichia coli. , 2005, Trends in microbiology.

[34]  A. Driessen,et al.  Bioenergetics and solute transport in lactococci. , 1989, Critical reviews in microbiology.

[35]  A. Gruss,et al.  Impact of Aeration and Heme-Activated Respiration on Lactococcus lactis Gene Expression: Identification of a Heme-Responsive Operon , 2008, Journal of bacteriology.

[36]  P. Renault,et al.  Gene inactivation in Lactococcus lactis: histidine biosynthesis , 1993, Journal of bacteriology.

[37]  M. R. Stuart,et al.  Carbohydrate Starvation Causes a Metabolically Active but Nonculturable State in Lactococcus lactis , 2007, Applied and Environmental Microbiology.

[38]  K. Braeken,et al.  New horizons for (p)ppGpp in bacterial and plant physiology. , 2006, Trends in microbiology.

[39]  B. Ganesan,et al.  Identification of the Leucine-to-2-Methylbutyric Acid Catabolic Pathway of Lactococcus lactis , 2006, Applied and Environmental Microbiology.