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Applied and Environmental Microbiology, July 2001, p. 2958-2965, Vol. 67, No. 7
0099-2240/01/$04.00+0 DOI: 10.1128/AEM.67.7.2958-2965.2001
Copyright © 2001, American Society for Microbiology. All rights reserved.
Detection of Differential Gene Expression in
Biofilm-Forming versus Planktonic Populations of Staphylococcus
aureus Using Micro-Representational-Difference
Analysis
Petra
Becker,1,*
Wendy
Hufnagle,2
Georg
Peters,1 and
Mathias
Herrmann1
Department of Medical Microbiology,
University of Münster, Münster,
Germany,1 and PathoGenesis
Corporation, Seattle, Washington2
Received 22 January 2001/Accepted 24 April 2001
 |
ABSTRACT |
Microbial proliferation and biofilm formation on biologic or inert
substrates are characteristics of invasive Staphylococcus aureus infections and is associated with phenotypic alterations such as reduced antimicrobial susceptibility. To identify genes which
are typically expressed in biofilms, a
micro-representational-difference analysis (micro-RDA) was adapted for
gram-positive bacteria and used with cDNA derived from populations of
S. aureus DSM 20231 growing in a biofilm or
plankonically. In comparison to previously described cDNA RDA
protocols, micro-RDA has the advantages that only minimal quantities of
total RNA are needed and, most importantly, that total RNA can be used
since the large amount of rRNA in total RNA does not interfere with the
micro-RDA procedure. Using a series of spiked controls with various
amounts of MS2 RNA in a background of total RNA from S.
aureus, the equivalent of five copies of MS2 per cell were
detectable after three rounds of subtractive enrichment. Five genes
were identified as being differentially expressed in biofilm versus
planktonic cultures. These genes revealed homology to a threonyl-tRNA
synthetase, a phosphoglycerate mutase, a triosephosphate isomerase, an
alcohol dehydrogenase I, and a ClpC ATPase. Differential levels of
expression were subsequently confirmed by standard Northern blotting.
In conclusion, micro-RDA is a sensitive and specific method to detect
transcripts differentially expressed as a function of different
S. aureus growth conditions.
 |
INTRODUCTION |
Staphylococcus aureus has
been recognized as an important pathogen in human disease. S. aureus is a common cause of community-acquired infections,
including endocarditis, osteomyelitis, septic arthritis, pneumonia, and
abscesses (26, 51). One reason for the occurrence of the
ubiquitous infections caused by this pathogen is its ability to adhere
to inert surfaces of medical implantable devices through interaction
with deposited host factors (13, 17, 19, 20). Another
reason is that the organism colonizes biologic substrates, as in
endocarditis. On these inert or physiologic surfaces, S. aureus may proliferate as a structured community of bacterial cells enclosed in a self-produced polymeric matrix (10).
Microorganisms like S. aureus living in a biofilm are
phenotypically resistant to a large variety of antimicrobial agents (9, 30). Several mechanisms have been put forward to
explain antimicrobial resistance and the marked tendency for persistent infection in these settings. (i) Phenotypical resistance of biofilm microbes to antibiotics may be a result of the failure of an agent to
penetrate the full depth of the biofilm (30); however,
certain compounds have been shown to readily penetrate biofilms
(10, 31). (ii) Some of the cells in a biofilm may
experience nutrient limitation and therefore exist in a slow-growing or
starved state; slow-growing or nongrowing cells display reduced
susceptibilities to many antimicrobial agents (3, 4, 9,
11). (iii) In response to growth on a surface, adherent bacteria
may express a pattern of genes different from that of their
planktonic counterparts (10). It has been demonstrated
with Escherichia coli that the levels of gene expression
between biofilm and planktonic populations differ markedly
(40). Currently, it is unclear whether these differences
are a result of a programmed response to growth on a surface, a
consequence of altered requirements of nutrients or metabolic product
accumulation, and/or a reflection of quorum-sensing mechanisms
due to autoregulatory peptide function (22).
The aim of this study was to identify genes in adherent S. aureus populations that are differentially expressed compared to those in their planktonic counterparts. A variety of methods to study
differential levels of gene expression in prokaryotes have been
described previously (16, 46, 48). These include
differential-display PCR, arbitrarily primed PCR, gene fusion, and
subtractive and differential hybridization. Furthermore, a number of
microarray-based methods for the detection of differentially expressed
genes have been described (12, 43). Most of these methods
have the disadvantage that large quantities of mRNA are required. Some
of these methods, like differential-display PCR, arbitrarily primed
PCR, and gene fusion, do not eliminate sequences common to both, a
feature that complicates the interpretation of the results and the
identification of the differentially expressed genes. Other methods,
like the previously described subtractive and differential
hybridization techniques, are not capable of eliminating the large
amount of rRNA from the total RNA, and complicated steps for mRNA
enrichment have to be performed (15, 38, 50). Methods for
mRNA enrichment are time-consuming, may result in the loss of some
mRNAs, and therefore may reduce the overall sensitivity of the
subsequent subtractive technique to detect differences in genes of
limited expression and regulatory genes. Microarray methods present an attractive option for investigating differential levels of gene expression of staphylococci in the future (12, 43).
However, whole-genome arrays for S. aureus are not yet
available and their application is not yet standardized or validated.
In this study a micro-representational difference analysis of cDNA
(cDNA micro-RDA) was performed. The protocol is an adaptation of the
RDA method first described for applications to eukaryotic genomes by
Lisitsyn et al. (25), combined with a phenol emulsion reassociation technique (23, 27). Unlike with
previously described cDNA RDA protocols, the method described herein
has been successfully applied to gram-positive bacteria and has the
advantages that only minimal quantities of RNA are needed and, most
importantly, that total RNA can be used. The large amount of rRNA in
total RNA does not interfere with the micro-RDA procedure, so an mRNA enrichment prior to subtractive hybridization is not necessary.
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MATERIALS AND METHODS |
Bacterial strains.
In order to appropriately test the study
question, we needed to use an S. aureus isolate forming a
macroscopically visible and stable biofilm. For this purpose, a
quantitative assay for biofilm formation (8, 37) with
modifications described by Heilmann et al. (18) was
employed. After the screening of 20 strains or isolates,
S. aureus DSM 20231 was selected.
Culture conditions for S. aureus
DSM 20231 was cultured overnight in tryptic soy broth (TSB) supplemented with
0.25% glucose. The threonine-supplemented TSB-glucose medium contained
1% L-threonine. To prepare biofilm cultures, 100 µl of a
fresh overnight culture was used to inoculate 50 ml of TSB-glucose in a
100-ml Erlenmeyer flask. The flask was incubated at 37°C for 24 h without agitation. For preparation of a planktonic culture, 80 µl
of the same overnight culture used for biofilm cultivation was
incubated in 40 ml of TSB-glucose at 37°C for 24 h under
constant agitation (150 rpm) in a 100-ml Erlenmeyer flask.
RNA isolation.
After 24 h of cultivation, the S. aureus biofilm was carefully washed with 4°C sterile
double-distilled water to remove all cells not adhering to the flask.
Subsequently, biofilm cells were resuspended in cold sterile
double-distilled water by rapidly flushing the flask with water by
using a pipette until no visible biofilm was left on the glass surface.
During the whole procedure, the cells were put on ice to prevent RNA
degradation. Both the planktonic culture and biofilm cells were
centrifuged for 5 min at 3,345 × g at 4°C. Both
pellets were resuspended in RLT buffer (Qiagen GmbH, Hilden, Germany)
and then mechanically disrupted with 0.1-mm-diameter
zirconia-silica beads in a Fast Prep FP120 instrument (Qbiogene,
Heidelberg, Germany) at maximum speed for 20 s. RNA isolation from
this lysate was performed with an RNeasy mini kit (Qiagen) according to
the instructions of the supplier. The isolated total RNA was treated
with DNase (Oncor Appligene, Heidelberg, Germany).
cDNA synthesis.
cDNA synthesis was performed by random
priming with the SuperScript choice system for cDNA synthesis (Life
Technologies GmbH, Karlsruhe, Germany). The protocol was performed
according to the manufacturer's instructions with the following
exceptions. The first-strand synthesis was continued up to 2 h,
and the second-strand synthesis was incubated overnight. The
double-stranded cDNA was subsequently isolated using a PCR purification
kit (Qiagen).
Oligonucleotides.
Sequences of adapters and primers used for
the micro-RDA were as follows: that of R-Bgl 12 was
5'-GATCTGCGGTGA-3', that of R-Bgl 24 was
5'-AGCACTCTCCAGCCTCTCACCGCA-3', that of J-Bgl 12 was
5'-GATCTGTTCATG-3', that of J-Bgl 24 was
5'-ACCGACGTCGACTATCCATGAAC-A-3', that of N-Bgl 12 was
5'-GATCTTCCCTCG-3', and that of N-Bgl 24 was
5'-AGGCAACTGTGCTATCCGAGGGAA-3' (25). Primer set
1 (R series) was used for amplicon preparation, and primer sets 2 (J
series) and 3 (N series) were used alternately for the selective amplifications.
RDA.
For amplicon synthesis, both tester and driver cDNAs
were digested with DpnII (New England Biolabs GmbH,
Frankfurt am Main, Germany). Subsequently, 100 ng of each restricted
cDNA population was ligated to 0.5 nmol of the adapter
R-BglI2 and 0.5 nmol of the adapter R-Bgl 24. After
ligation, tester and driver populations were PCR amplified. Fifty
nanometers of template DNA was used for each amplicon PCR. In addition,
the PCR mixture contained 67 mM Tris-HCl (pH 8.8), 4 mM
MgCl2, 16 mM
(NH4)2SO4,
10 mM
-mercaptoethanol, 100 µg of bovine serum albumin per ml, 300 µM deoxynucleoside triphosphate mix, and 15 U of Taq
polymerase (Roche Diagnostics GmbH, Mannheim, Germany)
(25). For priming, oligonucleotide R-Bgl 24 was used. The
reaction mixtures (containing DNA, buffer, and the deoxynucleoside
triphosphate mix) were preheated to 72°C, and then the Taq
polymerase was added and the fill-in reaction was started. After an
incubation period of 10 min, the PCR was started by adding 1.75 µM
R-Bgl 24 to the reaction mix (17 cycles of 95°C for 50 s and
72°C for 3 min; the last cycle was followed by an extension at 72°C
for 10 min). After amplification, both tester and driver amplicons were
redigested with DpnII to cleave the adapters. Digested
adapters were always removed with the PCR purification kit (Qiagen).
Subsequently, only tester fragments were ligated to J-Bgl oligonucleotides.
The next step in micro-RDA is subtractive hybridization. To enhance the
stringency and efficiency of the subsequent hybridization conditions, a
vast excess of the driver was used. The tester/driver ratios were
1:100, 1:1,000, and 1:10,000 to generate difference product 1 (DP 1),
DP 2, and DP 3, respectively. In order to achieve this high excess of
driver DNA, the amount of tester DNA used for the hybridization step
had to be very low. Since small concentrations of tester cDNA in the
hybridization mix require enhanced efficiency of reassociation in the
subsequent hybridization step, the phenol emulsion reassociation
technique (PERT) (27) was adapted to this system
(35). In the PERT, the acceleration of DNA reassociation is accomplished through the establishment and maintenance of a phenol
emulsion. It has been shown that the PERT may enhance the reassociation
rate up to 25,000-fold (23). In micro-RDA, a stable phenol
emulsion was maintained by thermal cycling (27). Above 55°C, phenol is soluble in aqueous solutions; however, it becomes less soluble as the temperature is lowered, forming a fine emulsion. This emulsion eventually dissipates as the aqueous and organic phases
separate. When this separation begins to occur, the emulsion is
reestablished by raising and lowering the temperature of the solution.
Since phenol depresses the melting temperatures
(Tm) of DNA duplexes, raising the
temperature to 65°C not only enables the formation and maintenance of
the phenolic emulsion but also allows nonhomologous DNA duplexes to
disassociate, and therefore the number of false-positive DPs is reduced.
PERT reactions were set up using conditions similar to those described
by others (
23,
27). In a total volume of 50 µl,
1 ng of
tester DNA was hybridized to an excess of driver DNA in
the presence of
an emulsion containing 1.5 M sodium thiocyanate,
120 mM sodium
phosphate, 10 mM EDTA, and 8% phenol. Next, the
reaction mixtures were
subjected to three cycles of 15 min at
25°C and 2 min at 65°C; the
last cycle was followed by a final
incubation at 25°C for 15 min.
Thereafter, the phenol was removed
by chloroform
extraction.
Following subtractive hybridization, a selective amplification step was
performed. First, the single-stranded ends of the
hybridized DNAs were
filled in, and then the amplification was
started by adding the primer
J-Bgl 24 (15 cycles of 95°C for 50
s and 70°C for 3 min; the
last cycle was followed by an extension
at 72°C for 10 min). The
amplified hybridization products were
treated with 20 U of mung bean
nuclease (New England Biolabs)
for 30 min to remove single-stranded DNA
molecules. Half of the
mung bean nuclease-treated DNA was amplified for
15 cycles by
using the same conditions as those used before the mung
bean nuclease
treatment to yield the first-round DP (DP 1). During
these PCR
steps, only tester-tester fragments are amplified
exponentially.
Tester-driver hybrid molecules are amplified linearly,
while the
single- and double-stranded driver fragments and the
single-stranded
tester molecules do not amplify (Fig.
1).

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FIG. 1.
Schematic illustration of the micro-RDA protocol. Broken
lines represent the driver population, and solid lines represent the
tester fraction. Small solid boxes symbolize the Bgl adapter series.
This diagram illustrates cDNA synthesis, amplicon synthesis (A), and
the synthesis of DP 1 via subtractive hybridization and selective
amplification (B). To generate DP 2 and DP 3, the adapters have to be
changed and subtractive hybridization and selective amplification have
to be repeated. ss, single stranded; ds, double stranded.
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Next, the adapters of DP 1 were cleaved by
DpnII digestion
and a new set of adapters was ligated to DP 1. This modified DP
1 was
used in the second round of subtractive hybridization and
selective
amplification as tester DNA. Two or three rounds of
subtractive
hybridization and selective amplification were performed.
Eighteen
cycles of PCR were performed after the mung bean nuclease
treatment for
rounds two and
three.
To check the success of each round of micro-RDA, the DPs were
electrophoresed through a 2% agarose gel. The separated DNA
fragments
were stained with ethidium
bromide.
Micro-RDA sensitivity test.
To evaluate the sensitivity of
micro-RDA, a series of spiked controls containing various amounts of
MS2 bacteriophage RNA (Roche Diagnostics) added to a fixed amount of
S. aureus driver RNA was used as the tester fraction against
driver RNA in the micro-RDA procedure. To prepare a sample
containing one copy of the MS2 RNA spike per S. aureus cell,
98 pg of MS2 RNA was added to 5 µg of total S. aureus RNA.
This ratio takes into account the molecular weight of MS2 RNA
(1.18 × 106 g/mol) and assumes that there
is 0.1 pg of total RNA per S. aureus cell. Additional
concentration ratios of 5, 10, 50, and 100 copies/cell were prepared accordingly.
Cloning and sequencing of the DPs.
The DPs were cloned into
the pCRII or pCR2.1 vector (Invitrogen BV/Novex, Groningen, The
Netherlands), and the plasmids were transformed into E. coli
Inv
F' cells (Invitrogen BV/Novex). For plasmid isolation E. coli Inv
F' cells containing the pCRII or the pCR2.1 vector were
grown overnight in 5 ml of Luria-Bertani medium supplemented with 100 µg of ampicillin per ml at 37°C with constant agitation. The
inserts were sequenced using the T7 or M13 reverse primer on a Li-Cor
4000 sequencer (MWG-Biotech GmbH, Ebersberg, Germany). Resulting
sequences were compared to the S. aureus genome at The
Institute for Genomic Research Microbial Database and at the Sanger
Center using the BLAST program (1) and to sequences in the
EMBL procaryote library using the Fasta program (36).
Northern blot analysis.
The RNA was electrophoresed through
1.5% agarose-0.66 M formaldehyde gel in MOPS
(morpholinepropanesulfonic acid) running buffer and transferred to a
nylon membrane (Nytran N; Schleicher & Schuell GmbH, Dassel, Germany)
by alkaline downward blotting (7). Gene-specific DNA
probes were amplified using the Bgl 24 oligonucleotide ligated to the
DP (N-Bgl 24, DP 2; J-Bgl 24, DP 3). Nonradioactive labeling was
carried out using a PCR DIG Probe Synthesis Kit (Roche
Diagnostics) for the synthesis of DNA probes and a DIG RNA Labeling Kit
(SP6/T7; Roche Diagnostics) for RNA probes. Hybridization and detection
conditions were according to information from the supplier (Boehringer Mannheim).
 |
RESULTS |
The micro-RDA technique.
As a first step, the RDA protocol
first described by Lisitsyn et al. (25) had to be modified
and validated for the S. aureus system. The micro-RDA
technique consists of five major elements: isolation of total RNA, cDNA
synthesis, amplicon synthesis, subtractive hybridization, and selective
amplification (Fig. 1).
The first important and limiting step was the isolation of high-quality
RNA. Because of the short half-lives of mRNAs of many
bacterial species
(1.5 to 2.5 min at 37°C), time is an important
factor in obtaining
high-quality RNA (
6,
44,
45). A fast
and simple method for
the lysis of gram-positive bacteria was
found to be cell disruption
using 0.1-mm-diameter zirconia-silica
beads and a reciprocating
high-speed shaking device (Fast Prep
FP120 instrument; Qbiogene). In
contrast to enzymatic lysis methods,
which require a longer incubation
period prior to RNase inactivation,
this method requires only 0.5 min
for cell disruption and inactivation
of RNA-degrading enzymes. The RNA
extracted using this method
of cell disruption was of high quality,
with no visible degradation
of rRNA and no visible DNA contamination
(data not
shown).
The first-strand cDNA synthesis of eukaryotic mRNA is commonly primed
using the oligo(dT) primer for separation of the polyadenylated
mRNA
from the highly abundant rRNA (about 90% of total RNA). However,
only
a relatively small fraction of prokaryotic mRNA molecules
(1 to 40%,
depending on the source and method of RNA analysis)
is polyadenylated
and these poly(A) tails consist of only a few
residues ranging between
14 and 60 nucleotides (
47). Therefore,
polyadenylated RNA
tails are not used for the separation of bacterial
mRNA from other RNA
species. To avoid the potential loss of rare
mRNA transcripts during
cDNA synthesis, total RNA was reverse
transcribed using random hexamer
primers (Life
Technologies).
Compared to standard conditions, the stringency and efficiency of the
subsequent hybridization conditions had to be increased
in order to
reduce the interference of rRNA during the micro-RDA
procedure. To
achieve this high stringency, we incorporated a
PERT in addition to
using a vast excess of driver DNA in the hybridization
step. To prevent
the amplification of cDNA species other than
typical tester fragments,
tester/driver ratios employed in our
micro-RDA experiments were
selected to range from 1:100 (DP 1)
up to 1:10,000 (DP
3).
Despite the high stringency of the subtractive hybridization
conditions, micro-RDA was a very sensitive technique and allowed
us to
isolate even cDNA fragments in low abundance in the tester
fraction. To
determine the ability of the micro-RDA method to
specifically enrich
rare differentially expressed gene fragments,
a series of experiments
was conducted using driver spiked with
various amounts of MS2
bacteriophage RNA (Roche Diagnostics).
The MS2 spike concentration
ranged from 1 to 100 copies per cell
as described in Materials and
Methods. After three rounds of micro-RDA,
a 400-bp fragment, typical of
the MS2 RNA amplicon (Fig.
2, lane
7) was
detected in DP 3 containing five copies of the MS2 spike
per cell (Fig.
2, lane 3). Thus, the use of the micro-RDA technique
enabled highly
specific isolation of low-copy-number mRNAs from
total RNA.

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FIG. 2.
Micro-RDA sensitivity test. Different amounts, ranging
from 1 copy per cell up to 100 copies per cell, of a known RNA species
(MS2 RNA) was mixed with total RNA of S. aureus. In the
subsequent micro-RDA, this mixture was used as the tester and total
S. aureus RNA was used as the driver. DP 3 was
electrophoresed through a 2% agarose gel and stained with ethidium
bromide. Fragments typical of the MS2 amplicon could be detected in the
spike with a ratio of minimally 5 copies per cell. Lane 1, the
S. aureus amplicon (MS2 RNA) at 100 copies/cell in RNA
(3-h culture); lanes 2 to 6, DP 3 (MS2 RNA spike in RNA [3-h
culture]) at 1 copy of MS2/cell and 5, 10, 50, and 100 copies
of MS2/cell, respectively; lane 7, the MS 2 amplicon; lanes M,
molecular size markers.
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Figure
2 also shows that fragments of about 400 bp were favored during
the selective-amplification PCRs and that larger fragments
were
generally discriminated against. Thus, DPs in the range of

200 to
500 bp were enriched most
effectively.
RDA of biofilm versus growing planktonic populations.
Using
the modified cDNA micro-RDA technique described here, biofilm RNA was
used as the tester and planktonic RNA from S. aureus cells
cultivated in TSB-glucose medium was used as the driver (Fig.
3, lanes 1 to 3). Subsequently, tester
and driver assignment of the amplicons was reversed (Fig. 3, lanes 4 to
6). Amplicons as well as DPs 1 and 2 were separated in an agarose gel.
After one round of micro-RDA, no significant differences between the
banding patterns of the amplicon and DP 1 could be detected in either
subtraction; only bands corresponding to rRNA were visible (Fig. 3,
lanes 1 and 2 and lanes 4 and 5). To amplify fragments of
differentially expressed genes, a second round of micro-RDA was needed.
As was observed in the micro-RDA sensitivity test, smaller fragments
were favored during the selective PCR cycles: fragments ranging in size
from 100 to 450 bp were selectively enriched. Shotgun cloning and
sequencing of DP 2 obtained by subtraction using biofilm-derived RNA as
the tester and planktonic-population-derived RNA as the driver
population allowed us to identify multiple fragments of a threonyl-tRNA
synthetase, a triosephosphate isomerase, and the 23S rRNA from S. aureus, as well as a single fragment with 60% homology to the
phosphoglycerate mutase of Bacillus subtilis (Table
1). Northern blot analysis confirmed that
the threonyl-tRNA synthetase (Fig. 4A),
the phosphoglycerate mutase (Fig. 4B), and the triosephosphate
isomerase (Fig. 4C) were differentially expressed in biofilm and
planktonic cultures of S. aureus.

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FIG. 3.
Micro-RDA of sessile versus planktonic S.
aureus populations grown in unsupplemented medium. The
biofilm-forming and planktonic populations were grown in TSB-glucose
medium. The amplicons and DPs were electrophoresed through a 2%
agarose gel and stained with ethidium bromide. Lanes 1 to 3, amplicon
and DPs of micro-RDA using biofilm-derived RNA as the tester and
plankton-derived RNA as the driver; lanes 4 to 6, amplicon and DPs of
micro-RDA using plankton-derived RNA as the tester and biofilm-derived
RNA as the driver; lane 1, amplicon biofilm; lane 4, amplicon
planktonic culture; lanes 2 and 5, DP 1; lanes 3 and 6, DP 2; lane M,
molecular size markers.
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FIG. 4.
Northern blot analysis of S. aureus DSM
20231 RNA derived from biofilm (lanes 1 and 3) and planktonic (lanes 2 and 4) cultures probed with digoxigenin-labeled DPs (A to E) obtained
by micro-RDA. Lanes 1 and 2, RNAs derived from cells cultivated in
TSB-glucose medium; lanes 3 and 4, RNA derived from cells cultivated in
TSB-glucose medium supplemented with 1% threonine. (A) DP 11/10
(fragment of the threonyl-tRNA synthetase); (B) DP P4 (with homology to
the phosphoglycerate mutase of B. subtilis); (C) DP P9
(fragment of the triosephosphate isomerase); (D) DP 11/6 (with homology
to the alcohol dehydrogenase of Zymomonas
mobilis); (E) DP 11/1 (homology to clpC
of B. subtilis).
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Since threonine starvation simultaneously induces two threonyl-tRNA
synthetase genes (
thrS and
thrZ) in
B. subtilis (
41,
42) and since the
thrZ gene
has high homology to the threonyl-tRNA
synthetase of
S. aureus, we investigated whether the threonine
concentration in the
culture medium also has an influence on the
level of expression of this
enzyme in
S. aureus. Figure
4A shows
that the level of
threonine-tRNA synthetase in the threonine-supplemented
medium was
greatly reduced in comparison to the level of threonyl-tRNA
synthetase
observed in biofilms of
S. aureus in unsupplemented
medium.
Thus, the threonine concentration in the medium also affects
the
expression of the threonyl-tRNA synthetase in
S. aureus. The
threonine concentration in the culture medium not only affects
the
expression level of the threonyl-tRNA synthetase but also
affects the
expression of the phosphoglycerate mutase. After threonine
supplementation, the biofilm-specific change in the level of expression
of this enzyme could no longer be
detected.
Because the threonyl-tRNA synthetase seemed to be one of the
predominant differentially expressed genes and since the expression
of
this enzyme is reduced after threonine supplementation, a second
subtraction assay was performed. In this experiment, biofilm and
planktonic populations were grown in TSB-glucose medium supplemented
with 1% threonine. This time, three rounds of micro-RDA were performed
with biofilm-derived RNA as the tester and RNA from the planktonic
culture as the driver. Again, the banding pattern on an agarose
gel of
DP 1 was indistinguishable from that of the amplicon (Fig.
5). After two rounds of micro-RDA,
fragments corresponding to
differentially expressed genes were evident,
and after three rounds
of subtractive hybridization, there was little
change in the banding
pattern of DP 3 compared to that of DP 2. In
comparison to DP
2 from the first experiment, where the culture medium
contained
no threonine supplementation (Fig.
3), the banding patterns
of
DP 2 and DP 3 appeared to contain fewer fragments overall.

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FIG. 5.
Micro-RDA of sessile versus planktonic S.
aureus populations grown in threonine-supplemented medium.
Lanes 1 to 4, amplicon and DPs of micro-RDA using biofilm-derived RNA
as the tester and planktonic-culture-derived RNA as the driver. The
amplicon and DPs were electrophoresed through a 2% agarose gel and
stained with ethidium bromide. Lane 1, biofilm amplicon; lane 2, DP 1;
lane 3, DP 2; lane 4, DP 3; lanes M, molecular size markers.
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In these experiments, rather than cloning the entire DP 3 mixture into
the pCRII vector, the agarose gel containing DP 3 was
cut with respect
to visible bands and the DNAs were extracted
and amplified by PCR.
Subsequently, these isolated fragments were
cloned and sequenced. This
procedure enriched for fragments of
low abundance in DP 3 and reduced
the probability of identifying
only clones of the predominant fragments
in DP 3. However, by
using this method to analyze the DPs, it is not
possible to calculate
the rate of occurrence of false-positive DPs. By
this modified
approach, two additional differentially expressed genes
were identified.
One showed high homology to the
clpC gene
(presumably identical
to the
clpC homologue recently
localized in the genome of
S. aureus in The Institute for
Genomic Research database [
14]), and the
other showed
high homology to an alcohol dehydrogenase analog
(Table
2). Northern blot analysis confirmed that
both the alcohol
dehydrogenase (Fig.
4D) and the ClpC ATPase (Fig.
4E)
were differentially
expressed with and without threonine
supplementation in the culture
medium. Fragments of the threonyl-tRNA
synthetase were also identified
in DP 3, but upon threonine
supplementation, this difference was
not large enough to be confirmed
by Northern blot analysis.
 |
DISCUSSION |
The aim of this study was to identify genes which are typically
expressed in sessile S. aureus populations in contrast to the genes expressed in their planktonic counterparts. To achieve this
goal, a positive-selection RDA method was chosen. Hitherto, adaptations
of this method were used only for genomic subtractions (25), for eukaryotic cDNA subtractions (21,
34), and for cDNA subtraction of the gram-negative bacteria
Neisseria meningitidis (2) and
Pseudomonas aeruginosa (52). In this study we
have further developed a cDNA micro-RDA (35) for use with
gram-positive bacteria. In contrast to the previously described cDNA
subtraction methods, the micro-RDA technique described here eliminates
most of the highly abundant rRNAs without the use of methods for
enriching for transcribed gene fragments in total RNA or total cDNA
(15, 38, 50) or removing the rRNA by spiking the driver
fraction with rRNA molecules with its inherent difficulty to adapt this method to other bacterial species (2). This marks
significant progress in the feasibility, sensitivity, and ease of
subtractive methods for the analysis of prokaryotic gene expression.
To achieve the high stringency necessary for the removal of all rRNA
molecules, two modifications to the original method were critical.
First, the amount of driver DNA in the hybridization reaction mixture
was increased 10-fold after each subsequent selective enrichment.
Second, to ensure complete hybridization, a phenol emulsion
reassociation step was introduced. The PERT increases the rate of
hybridization by decreasing the aqueous volume (46). The
reduction of the aqueous volume also allows a significant reduction in
the amount of tester cDNA required: only 1 ng of tester DNA was used
during subtractive hybridization. Stable phenol emulsion was maintained
by thermal cycling (27). Since phenol depresses the
Tm of DNA duplexes (23),
raising the temperature to 65°C not only allows one to maintain the
phenolic emulsion but also causes nonhomologous DNA duplexes to
disassociate, thereby reducing the number of false-positive DPs.
In the RDA technique described earlier (2), four rounds of
conventional RDA had to be performed. In micro-RDA, only two rounds of
subtractive hybridization and selective amplification appear to be
sufficient for generation of specific DPs. A third round of micro-RDA
may lead to a further reduction in the number of false-positive
fragments, but on the other hand, this may increase the loss of rare
transcripts during the steps of adapter changes.
Despite the stringent conditions, micro-RDA is as sensitive as
conventional RDA (34). The micro-RDA sensitivity test
confirmed that even low-copy-number mRNAs could be detected (Fig. 2).
Smaller fragments hybridize more efficiently and are amplified more
efficiently by PCR. The amplification efficiencies of PCR products are
also affected by the nucleotide sequence of the DNA fragment
(49). Thus, the probability of identifying differentially
expressed genes depends also on the chosen restriction enzyme. A
frequently cutting restriction enzyme like the 4-base cutter
DpnII should be used during amplicon synthesis. Another
possibility for identifying rare transcripts would be the spiking of
the driver fraction with highly abundant tester fragments. Apart from
high-stringency subtraction conditions, in our study additional factors
may have contributed to a limited number of detected differentially
expressed transcripts. Planktonic or biofilm populations may consist of
subpopulations with variant expression phenotypes as a result of the
localization of the bacteria or environmental factors such as pH and
oxygen levels, resulting in microheterogeneity of the subpopulations. Furthermore, despite the preparative precautions, some
cross-contamination of the biofilm population with bacteria from the
planktonic population might have occurred during the harvest and might
suffice for removal of different transcripts under
high-stringency conditions. Therefore, the five genes identified
in our study do not necessarily or likely comprise all genes
differently expressed in an S. aureus biofilm population.
However, our analysis allows recognition of differently expressed
transcripts whose identification would have been difficult to achieve
using targeted expression analysis approaches.
In this study we identified five genes which are differentially
expressed in biofilm and planktonic populations of S. aureus. Three of the upregulated genes, those for phosphoglycerate
mutase, triosephosphate isomerase, and alcohol dehydrogenase, encode
enzymes of the glycolysis or fermentation pathway. It is known that
oxygen is limited in deeper layers of biofilm (53), and it
has been shown for E. coli that the gene expression pattern
within a biofilm is altered due to oxygen limitation (40).
Thus, the upregulation of these three enzymes may be a consequence of
oxygen limitation within the biofilm. On the other hand, it has been
shown that glycolytic enzymes possess additional properties when they
are located on the cell surface. For example the
-enolase of
streptococci display a strong plasmin(ogen) binding activity on a
streptococcal surface (33). In S. aureus, a
surface-associated transferrin-binding protein was identified as the
glycolytic enzyme glyceraldehyde-3-phosphate dehydrogenase (GAPDH)
(28, 29). Thus, it is intriguing to speculate that, in
biofilms, the expression of the glycolytic enzymes may be regulated by
stimuli other than oxygen tension and may reflect their putative roles
in a complex microbial population. Previously, it was shown that the
glycolytic enzymes, including the triosephosphate isomerase, the
phosphoglycerate mutase, and the
-enolase, are clustered in an
operon. This operon is conserved in Staphylococcus,
Bacillus, and Lactobacillus spp., and
Northern blot analysis indicated the existence of multiple mRNA species (B. Modun, J. Morrissey, A. Cockayne, and P. Williams, Abstr. 9th Int.
Symp. Staphylococci Staphylococcal Infect., abstr. 155, 2000). Despite
highly stringent conditions (68°C, buffer containing 50% formamide),
Northern analysis of the triosephosphate isomerase showed several
hybridization products in the biofilm RNA but not in the planktonic
culture (Fig. 4C). This finding may indicate the existence of multiple
mRNA species of this gene during biofilm formation.
Furthermore, it was shown that threonyl-tRNA synthetase is upregulated
in an S. aureus biofilm. It has been proposed that at least
some of the cells in a biofilm may experience nutrient limitation and
therefore exist in a slow-growing or starved state (3, 4,
9). Since the expression of this aminoacyl-tRNA synthetase is
downregulated in biofilms after threonine supplementation, it seems to
be possible that threonine starvation is the reason for this finding.
The fifth gene that is upregulated in S. aureus biofilms is
the clpC homologue. It encodes the ClpC ATPase, a general
stress protein, and can be found in a large variety of prokaryotic and eukaryotic organisms. It has multiple functions, e.g., it participates in the degradation of misfolded proteins and is involved in
sporulation, cell division, and the regulation of the competence genes
and several virulence factors (5, 24, 39). In degradation, ClpC acts as the ATPase partner of ClpP protease. Since it has been
shown that clpP is essential for biofilm formation in
Pseudomonas fluorescens (32), it is plausible
that this gene also plays an important role in the biofilm formation of
S. aureus.
In conclusion, this study details an adaptation of RDA that enables
highly specific detection of differentially expressed mRNA species in
two different S. aureus populations. Five genes specifically
expressed in an S. aureus biofilm were identified. Further
analysis of the functions of these genes may provide insights into
environmental sensing and metabolism within staphylococcal biofilms.
Micro-RDA proved to be a valuable method for detection of
differentially expressed genes in complex microbial systems.
 |
ACKNOWLEDGMENT |
This study was supported by a grant from the Deutsche
Forschungsgemeinschaft (Priority Programme grant 1047).
 |
FOOTNOTES |
*
Corresponding author. Mailing address: Institut
für Medizinische Mikrobiologie, Domagkstr. 10, 48149 Münster, Germany. Phone: 49 2518355345. Fax: 49 2518355350. E-mail: beckepe{at}uni-muenster.de.
 |
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Applied and Environmental Microbiology, July 2001, p. 2958-2965, Vol. 67, No. 7
0099-2240/01/$04.00+0 DOI: 10.1128/AEM.67.7.2958-2965.2001
Copyright © 2001, American Society for Microbiology. All rights reserved.
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