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Genomics and bioinformatics of food bacteria |
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Microorganisms such as yeasts, fungi and bacteria are used extensively
in the preparation of foodstuffs. The carefully controlled use of
food-grade bacteria plays an important role in starter cultures
(mainly lactic acid bacteria) and in the production of specific
metabolites and other ingredients. In addition, so-called `probiotic'
bacteria are added to some foods in an attempt to enhance human
health. In contrast, any unintentional microbial contamination of
food can adversely affect food safety and shelf-life.
Numerous bacterial genomes have been fully sequenced in the past
few years, and the information content of genome databases is increasing
rapidly. The initial focus was on medically important pathogens,
such as Haemophilus influenzae, Helicobacter pylori, E. coli,
Mycobacterium tuberculosis, etc., but more recently a number
of bacteria related to food production have been fully sequenced,
or are nearing completion. Gram-positive bacteria in particular
play a pivotal role in various aspects of food fermentation, ingredient
production and food safety.
Professor Siezen's group is studying the genomes of food-relevant
bacteria in a collaboration with groups at: NIZO
Food Research (Ede); the Wageningen Center for Food Sciences (Wageningen);
and the Centre for Molecular and Biomolecular Informatics (Nijmegen).
The main approach is to use various bioinformatical tools to analyse
and compare genes, gene clusters, encoded proteins, biochemical
pathways, regulatory mechanisms, and so on. We use the most advanced
bioinformatical tools, for functional annotation of genes, comparative
genomics, and functional and structural prediction of encoded proteins.
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Genomics of lactic acid bacteria |
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The genomes of several lactic acid bacteria are being studied,
in collaboration with NIZO Food Research and the Wageningen Center
for Food Sciences (WCFS),
who are sequencing a Lactobacillus
genome. In the immediate future, research in this area will involve:
- identification of genes and functional annotation of the Lactobacillus
genome
- mapping of the metabolic and biosynthetic pathways, and regulatory
elements of Lactobacillus
- comparative genomics of lactic acid bacteria (various species
of Lactobacillus, Lactococcus, Bifidobacterium, Streptococcus).
This should lead to insights into the conservation and variability
of gene and protein sequences, gene ordering and clustering, metabolic
pathways, regulatory mechanisms, and so on.
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Virtual cell databases |
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This research aims to reconstruct the cellular processes, metabolic potential and regulatory networks of selected gram-positive Bacteria and Archaea, by in silico analysis of all proteins encoded by their chromosome. The results will be incorporated into “virtual cell” databases.
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Genomics of pathogenic and spoilage bacteria
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The genomes of gram-positive food pathogens and spoilage
bacteria are being compared, by data mining in genome databases.
In the immediate future, research in this area will include:
- comparative genomics of gram-positive food pathogens and spoilage
bacteria (e.g. Listeria monocytogenes, Enterococcus faecalis,
Streptococcus sp., Bacillus cereus, Clostridium difficile)
- comparative genomics of these gram-positive bacteria with gram-negative
pathogenic and food spoilage bacteria (e.g. E. coli K12, Salmonella,
Campylobacter).
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Subtilases (subtilisin-like serine proteases) |
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Subtilisin-like serine proteases are found in many
prokaryotes, archaea and eukaryotes. In the immediate future, research
in this area will include:
- pattern and context searching for subtilases in microbial genomes
- homology modelling of subtilases.
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