Abstract
The establishment of microbial populations in the
gastrointestinal (GI)-tract is a complex process,
involving microbial and host interactions eventually
resulting in a dense and stable population. Recently, the
identification of microbial species from fecal samples
has become more accurate with the use of 16S RNA
gene-based methods. However, although these
molecular-based detection methods have apparent benefits
over culture-based techniques, they involve potential
pitfalls that should be taken into consideration when
studying the fecal microbiota, such as the storage
conditions and deoxyribonucleic acid (DNA)-extraction.
Therefore, the effects of different storage conditions
and DNA-extraction protocols on fecal samples were
evaluated in this study. Whereas the DNA-extraction
protocol did not affect the numbers of Bacteroides spp.,
the abundance of this group showed a significant decrease
after one week's storage at -20°C. Furthermore, the
numbers of predominant bacteria, Eubacterium rectale
group, Clostridium leptum group, bifidobacteria and
Atopobium group, were significantly higher in samples
stored at -70°C after mechanical DNA-extraction than
after enzymatic DNA-extraction as detected with real-time
PCR (qPCR). These results indicate that rigorous
mechanical lysis leads to the detection of higher
bacterial numbers from human fecal samples than enzymatic
DNA-extraction. Therefore, the use of different
DNA-extraction protocols may partly explain contradictory
results reported in previous studies.
The composition of the human intestinal microbiota is
influenced by host-specific factors such as age, genetics
and physical and chemical conditions encountered in the
GI-tract. On the other hand, it is modulated by
environmental factors with impact on the host during the
lifespan, such as diet. The impact of diet on the gut
microbiota has usually been assessed by subjecting people
to the same controlled diet, and thereafter following the
shifts in the microbiota. In the present study, the
habitual dietary intake of monozygotic twins was
associated with the fecal microbiota composition, which
was analysed using qPCR and Denaturing Gradient Gel
Electrophoresis (DGGE). The effect of diet on the numbers
of the bacteria was described using a hierarchical linear
mixed model that included the twin individuals,
stratified by body mass index, and their families as
random effects. The abundance and diversity of the
bacterial groups studied did not differ between normal
weight, overweight, and obese individuals with the
techniques used. However, intakes of energy,
monounsaturated fat, (n-3) polyunsaturated fat, (n-6)
polyunsaturated fat and soluble fibre had significant
associations with the fecal bacterial numbers. In
addition, co-twins with identical energy intakes had more
similar numbers and DGGE-profile diversities of
Bacteroides spp. than co-twins with different intakes.
Moreover, co-twins who ingested the same amounts of
saturated fat had very similar DGGE-profiles of
Bacteroides spp., whereas co-twins with similar
consumption of fibre had very low bifidobacterial
DGGE-profile similarity.
Thereafter, the impact of the energy intake on the fecal
microbiota of a group of 16 obese individuals was
assessed during a 12 month intervention, which consisted
of a 6 week very low energy diet (VLED) and thereafter a
follow-up period of 5, 8 and 12 months. The diet plan was
combined with exercise and lifestyle counselling. Fecal
samples were analyzed using qPCR, DGGE and fluorescent in
situ hybridization. The effect of the energy restricted
diet on the fecal bacterial numbers was described using a
linear mixed model that accounted for repeated
measurements in the same individual. The VLED period
affected the major fecal microbial groups; in particular
bifidobacteria decreased compared to the baseline
numbers. Furthermore, the change in numbers of the fecal
bacterial groups studied, with the exception of
Bacteroides spp., followed the energy intake and not the
weight changes during the 12 months. Methanogens were
detected in 56% of the participants at every sampling
time point, regardless of the change in energetic intake.
In addition, the relationships between the major fecal
microbial groups and weight loss, change in fat mass, and
change in lean mass were also evaluated. Weight loss was
associated with a decrease in Lactobacillus group
bacteria, whereas lean mass loss was associated with
decreases in both bifidobacteria and Lactobacillus group
bacteria. These findings confirm that the diet and
energetic intake play an important role in modulation of
the fecal microbiota.
Finally, the potential of utilising the information on
expression levels of selected stress genes in assessing
the quality of probiotic products was evaluated. For this
purpose, reverse transcription (RT)-qPCR methods were
developed to study the expression of clpL1 and clpL2
stress genes in Lactobacillus rhamnosus VTT E-97800 cells
after exposure to processing-related stress conditions or
to freeze-drying. Heat treatments were performed with L.
rhamnosus VTT E-97800 in laboratory scale, whereas acid
treatments were performed both in laboratory and
fermenter scale. RNA was extracted from fresh cells and
freeze-dried powders. clpL1 and clpL2 transcripts were
analysed by RT-qPCR using SYBR Green I. clpL1 was induced
in L. rhamnosus VTT E-97800 cells exposed to 50°C and to
a much lesser extent in cells exposed to 47°C. No
induction was observed for clpL2 during either acid or
heat treatment in any of the conditions applied. RNA
isolation from freeze-dried powders was unsuccessful,
although several attempts were made with high quality
products. These results suggest that developing quality
indicators for probiotic products based on differences in
the expression of stress genes will be a challenging
task, since rather harsh conditions are apparently needed
to detect differences in the gene expression. In
addition, the unsuccessful RNA isolation from
freeze-dried powders hampers the applicability of this
technique in the quality control of probiotic products.
Original language | English |
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Qualification | Doctor Degree |
Awarding Institution |
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Supervisors/Advisors |
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Award date | 28 Nov 2013 |
Place of Publication | Espoo |
Publisher | |
Print ISBNs | 978-951-38-8103-0 |
Electronic ISBNs | 978-951-38-8104-7 |
Publication status | Published - 2013 |
MoE publication type | G5 Doctoral dissertation (article) |
Keywords
- Human fecal microbiota
- DNA-extraction
- diet
- very low energy diet
- qPCR
- stress response