Lactic acid bacteria (LAB) are utilized widely for the fermentation of foods. In the current post-genomic era, tools have been developed that explore genetic diversity among LAB strains aiming to link these variations to differential phenotypes observed in the strains investigated. However, these genotype-phenotype matching approaches fail to assess the role of conserved genes in the determination of physiological characteristics of cultures by environmental conditions. This manuscript describes a complementary approach in which Lactobacillus plantarum WCFS1 was fermented under a variety of conditions that differ in temperature, pH, as well as NaCl, amino acid, and O-2 levels. Samples derived from these fermentations were analyzed by full-genome transcriptomics, paralleled by the assessment of physiological characteristics, e. g., maximum growth rate, yield, and organic acid profiles. A data-storage and -mining suite designated FermDB was constructed and exploited to identify correlations between fermentation conditions and industrially relevant physiological characteristics of L. plantarum, as well as the associated transcriptome signatures. Finally, integration of the specific fermentation variables with the transcriptomes enabled the reconstruction of the gene-regulatory networks involved. The fermentation-genomics platform presented here is a valuable complementary approach to earlier described genotype-phenotype matching strategies which allows the identification of transcriptome signatures underlying physiological variations imposed by different fermentation conditions.
机构:
NIZO Food Res, NL-6710 BA Ede, Netherlands
Kluyver Ctr Genom Ind Fermentat, Delft, NetherlandsNIZO Food Res, NL-6710 BA Ede, Netherlands
Bachmann, Herwig
;
Starrenburg, Marjo J. C.
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NIZO Food Res, NL-6710 BA Ede, Netherlands
Kluyver Ctr Genom Ind Fermentat, Delft, NetherlandsNIZO Food Res, NL-6710 BA Ede, Netherlands
Starrenburg, Marjo J. C.
;
Dijkstra, Annereinou
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NIZO Food Res, NL-6710 BA Ede, NetherlandsNIZO Food Res, NL-6710 BA Ede, Netherlands
Dijkstra, Annereinou
;
Molenaar, Douwe
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机构:
NIZO Food Res, NL-6710 BA Ede, Netherlands
Kluyver Ctr Genom Ind Fermentat, Delft, Netherlands
Vrije Univ Amsterdam, Syst Bioinformat IBIVU, NL-1081 HV Amsterdam, NetherlandsNIZO Food Res, NL-6710 BA Ede, Netherlands
Molenaar, Douwe
;
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Kleerebezem, Michiel
;
Rademaker, Jan L. W.
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h-index: 0
机构:
NIZO Food Res, NL-6710 BA Ede, NetherlandsNIZO Food Res, NL-6710 BA Ede, Netherlands
Rademaker, Jan L. W.
;
Vlieg, Johan E. T. van Hylckama
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h-index: 0
机构:
NIZO Food Res, NL-6710 BA Ede, Netherlands
Kluyver Ctr Genom Ind Fermentat, Delft, Netherlands
Danone Res, Gut & Microbiol Platform, F-91767 Palaiseau, FranceNIZO Food Res, NL-6710 BA Ede, Netherlands
机构:
Kluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
Univ Wageningen & Res Ctr, Microbiol Lab, NL-6703 HB Wageningen, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
Brooijmans, Rob
;
Smit, Bart
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机构:
Campina Innovat, NL-6709 PA Wageningen, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
Smit, Bart
;
Santos, Filipe
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机构:
Kluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
Univ Wageningen & Res Ctr, Microbiol Lab, NL-6703 HB Wageningen, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
Santos, Filipe
;
van Riel, Jan
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NIZO Food Res, NL-6710 BA Ede, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
van Riel, Jan
;
de Vos, Willem M.
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Univ Wageningen & Res Ctr, Microbiol Lab, NL-6703 HB Wageningen, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
de Vos, Willem M.
;
Hugenholtz, Jeroen
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机构:
Kluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
NIZO Food Res, NL-6710 BA Ede, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
机构:
NIZO Food Res, NL-6710 BA Ede, Netherlands
Kluyver Ctr Genom Ind Fermentat, Delft, NetherlandsNIZO Food Res, NL-6710 BA Ede, Netherlands
Bachmann, Herwig
;
Starrenburg, Marjo J. C.
论文数: 0引用数: 0
h-index: 0
机构:
NIZO Food Res, NL-6710 BA Ede, Netherlands
Kluyver Ctr Genom Ind Fermentat, Delft, NetherlandsNIZO Food Res, NL-6710 BA Ede, Netherlands
Starrenburg, Marjo J. C.
;
Dijkstra, Annereinou
论文数: 0引用数: 0
h-index: 0
机构:
NIZO Food Res, NL-6710 BA Ede, NetherlandsNIZO Food Res, NL-6710 BA Ede, Netherlands
Dijkstra, Annereinou
;
Molenaar, Douwe
论文数: 0引用数: 0
h-index: 0
机构:
NIZO Food Res, NL-6710 BA Ede, Netherlands
Kluyver Ctr Genom Ind Fermentat, Delft, Netherlands
Vrije Univ Amsterdam, Syst Bioinformat IBIVU, NL-1081 HV Amsterdam, NetherlandsNIZO Food Res, NL-6710 BA Ede, Netherlands
Molenaar, Douwe
;
论文数: 引用数:
h-index:
机构:
Kleerebezem, Michiel
;
Rademaker, Jan L. W.
论文数: 0引用数: 0
h-index: 0
机构:
NIZO Food Res, NL-6710 BA Ede, NetherlandsNIZO Food Res, NL-6710 BA Ede, Netherlands
Rademaker, Jan L. W.
;
Vlieg, Johan E. T. van Hylckama
论文数: 0引用数: 0
h-index: 0
机构:
NIZO Food Res, NL-6710 BA Ede, Netherlands
Kluyver Ctr Genom Ind Fermentat, Delft, Netherlands
Danone Res, Gut & Microbiol Platform, F-91767 Palaiseau, FranceNIZO Food Res, NL-6710 BA Ede, Netherlands
机构:
Kluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
Univ Wageningen & Res Ctr, Microbiol Lab, NL-6703 HB Wageningen, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
Brooijmans, Rob
;
Smit, Bart
论文数: 0引用数: 0
h-index: 0
机构:
Campina Innovat, NL-6709 PA Wageningen, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
Smit, Bart
;
Santos, Filipe
论文数: 0引用数: 0
h-index: 0
机构:
Kluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
Univ Wageningen & Res Ctr, Microbiol Lab, NL-6703 HB Wageningen, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
Santos, Filipe
;
van Riel, Jan
论文数: 0引用数: 0
h-index: 0
机构:
NIZO Food Res, NL-6710 BA Ede, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
van Riel, Jan
;
de Vos, Willem M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wageningen & Res Ctr, Microbiol Lab, NL-6703 HB Wageningen, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
de Vos, Willem M.
;
Hugenholtz, Jeroen
论文数: 0引用数: 0
h-index: 0
机构:
Kluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands
NIZO Food Res, NL-6710 BA Ede, NetherlandsKluyver Ctr Genom Ind Fermentat, TI Food & Nutr, NL-6700 AN Wageningen, Netherlands