Abstract
Thirty exopolysaccharides (EPS) produced by bacteria isolated from
biofilms or slimelayers from different paper and board mills in Finland,
France and Spain were subjected to size exclusion chromatography and
sugar compositional analysis. High performance size exclusion
chromatography (HPSEC) analysis revealed that some samples were composed
of several molecular weight populations. These samples were
fractionated by size exclusion chromatography and pooled accordingly.
Principal components analysis (PCA) of the sugar compositions of the
different pools indicated the presence of glucans and mannans caused by
insufficient removal of the carbon or nitrogen source (yeast extract)
from the bacteria growth medium leading to an overestimation of the
glucose and mannose level in the sample, respectively. From the point of
view of slime problems the EPS populations are the most important for
multivariate analysis. Four groups of EPSs have been recognized by PCA
analysis: a group of EPSs produced by Enterobacter and related genera similar to the regularly reported colanic acid; a group of Methylobacterium EPSs having high galactose and pyruvate levels and two groups that showed less dense clusters produced by Bacillus and related genera, showing high mannose and/or glucose levels and Klebsiella
EPSs that showed galactose with rhamnose as major characteristic sugar
moieties. Fourier transform infrared spectroscopy (FT‐IR) of the same
samples followed by discriminant partial least squares regression (DPLS)
and linear discriminant analysis (LDA) showed that, when used with a
well‐defined training set, FT‐IR could be used clustering instead of
time‐consuming sugar composition analysis. The Enterobacter and Methylobacetrium
EPS groups could be recognized clearly. However the fact that this
could hardly be done for the other two groups in the dataset indicates
the importance of a larger and well‐defined training or calibration set.
The potential to use FT‐IR, as a tool for pattern recognition and
clustering with respect to EPS structures produced by micro organisms
isolated from a paper mill environment is discussed.
Original language | English |
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Pages (from-to) | 91 - 105 |
Number of pages | 15 |
Journal | Biotechnology and Bioengineering |
Volume | 91 |
Issue number | 1 |
DOIs | |
Publication status | Published - 2005 |
MoE publication type | A1 Journal article-refereed |
Keywords
- paper industry
- slime or biofilms
- multivariate pattern recognition
- exopolysaccharides