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Applied and Environmental Microbiology, February 1999, p. 813-821, Vol. 65, No. 2
Department of Biochemistry, Stockholm
University, S-10691 Stockholm, Sweden
Received 18 May 1998/Accepted 12 November 1998
A dual marker system was developed for simultaneous quantification
of bacterial cell numbers and their activity with the luxAB and gfp genes, encoding bacterial luciferase and green
fluorescent protein (GFP), respectively. The bioluminescence phenotype
of the luxAB biomarker is dependent on cellular energy
status. Since cellular metabolism requires energy, bioluminescence
output is directly related to the metabolic activity of the cells. By
contrast, GFP fluorescence has no energy requirement. Therefore, by
combining these two biomarkers, total cell number and metabolic
activity of a specific marked cell population could be monitored
simultaneously. Two different bacterial strains, Escherichia
coli DH5 Microorganisms are exploited in many
areas of environmental biotechnology, including bioremediation,
biocontrol, and plant growth enhancement. Increasingly, genetically
engineered microorganisms (GEMs) are being constructed for these
environmental applications. To assess product efficacy and potential
risks of release of GEMs into nature, specific and sensitive monitoring
methods are required (14, 23).
Traditional techniques for assessment of microbial numbers and
metabolic activity generally lack the specificity required for
monitoring of GEMs (15). Therefore, novel molecular
biology-based techniques such as DNA probing and marker gene tagging
have recently been developed as specific methods to identify and
quantitate populations of specific microorganisms in the environment
(15).
One of the most promising markers is the gfp gene, encoding
the green fluorescent protein (GFP). An advantage of GFP is that, unlike other biomarkers, it does not require any substrate or additional cofactors in order to fluoresce (5). Since the
gfp gene is eukaryotic in origin, it was first necessary to
develop optimized constructs for expression of gfp in
bacteria. Recently, an optimized gfp cassette has been
described with gfp under the control of a strong
constitutive promoter and with an optimized ribosome binding site
(28). In this cassette, wild-type gfp was
supplanted by a mutant with the excitation maximum of the GFP shifted
towards the red region of the light spectrum (10). These
red-shifted mutants have been shown to have a higher fluorescence output in bacteria (10).
Another reason that GFP is becoming so popular is that single cells
tagged with gfp can easily be visualized by epifluorescence microscopy (3, 26, 28). Normally, a single copy of
gfp integrated into the chromosome is sufficient for
visualization of cells (26, 28, 31). In some cases a
charge-coupled device (CCD) camera can be used to enhance weak
fluorescence signals or to compensate for autofluorescence in certain
sample types (28, 31). It is also possible to enhance the
intensity of the fluorescent signal by chromosomal integration of two
tandem copies of gfp (30).
In addition, fluorescent cells may be rapidly enumerated by flow
cytometry (24). The flow cytometer measures parameters related to size, shape, and fluorescence of individual particles. Hundreds of cells may be analyzed per second when passing the laser
beam of the flow cytometer, providing a statistically significant picture of the sample's physical and biochemical makeup. Flow cytometry has recently been demonstrated to be an excellent technique for analysis and quantitation of GFP-fluorescent bacterial cell populations (28-31).
From a biotechnological or functional aspect, the active fraction of a
bacterial population is the most important, since this is the fraction
that exerts an effect on the environment. However, not all viable cells
in a population are metabolically active under all conditions, although
they may have the potential to become activated under favorable
circumstances. Although gfp-tagged cells have been shown to
fluoresce under a variety of growth conditions, including starvation
(28), the GFP fluorescence phenotype does not indicate the
metabolic status of the cells. Therefore, alternative markers are
necessary if metabolic activity is to be determined.
One of the most promising markers for determination of cellular
metabolic activity is bacterial luciferase, encoded by the luxAB genes (6, 17, 18). Bacterial luciferase
catalyzes the following reaction: RCHO + O2 + FMNH2 Luciferase activity has been shown to be proportional to biomass in
growing bacterial populations. However, under nutrient-limited conditions the FMNH2 concentration becomes limiting for the
luciferase reaction and the bioluminescence of the population decreases
substantially compared to that of the biomass (6, 8, 18).
For example, when Pseudomonas fluorescens cells tagged with
luxAB genes were monitored in sterile soil microcosms, the
light output decreased over time, but the number of viable cells
remained relatively constant (18). Amendment of the soil
with nutrients enabled the viable cell population to regain activity as
measured by an increase in bioluminescence (18). Direct
measurement of luminescence from unamended environmental samples, by
contrast, provides a measure of the in situ metabolic activity of the
marked cell population and is comparable to other activity
measurements, such as dehydrogenase activity assays (17, 18,
23).
In order to fully describe the dynamics of a specific microbial
population, both the total bacterial biomass and the metabolic activity
of the cells have to be assessed. Therefore, the goal of this work was
to combine the advantageous properties of the two biomarkers,
gfp and luxAB, for simultaneous quantitation of cell numbers and metabolic activity of a specific microbial population in complex environmental samples, such as soil. The dual marker system
we describe should be applicable for quantitation of GEMs in nature,
since the marker phenotypes are specific to the tagged cells. We chose
P. fluorescens SBW25 as a target strain for these studies
due to its biotechnological potential as a plant growth-promoting agent
(1). Also, considerable data is already available concerning the behavior of a genetically modified derivative of this strain under
field conditions (27).
Bacterial strains, plasmids, and growth conditions.
Strains and plasmids used in this study are listed in Table
1. Escherichia coli DH5
0099-2240/99/$04.00+0
Copyright © 1999, American Society for Microbiology. All rights reserved.
Simultaneous Monitoring of Cell Number and
Metabolic Activity of Specific Bacterial Populations with a Dual
gfp-luxAB Marker System
![]()
ABSTRACT
Top
Abstract
Introduction
Materials and methods
Results
Discussion
References
and Pseudomonas fluorescens SBW25, were
chromosomally tagged with the dual marker cassette, and the cells were
monitored under different conditions by flow cytometry, plate counting,
and luminometry. During log-phase growth, the luciferase activity was
proportional to the number of GFP-fluorescent cells and culturable
cells. Upon entrance into stationary phase or during starvation,
luciferase activity decreased due to a decrease in cellular metabolic
activity of the population, but the number of GFP-fluorescing cells and
culturable cells remained relatively stable. In addition, we optimized
a procedure for extraction of bacterial cells from soil, allowing
GFP-tagged bacteria in soil samples to be quantitated by flow
cytometry. After 30 days of incubation of P. fluorescens
SBW25::gfp/lux in soil, the cells were still maintained at
high population densities, as determined by GFP fluorescence, but there
was a slow decline in luciferase activity, implicating nutrient
limitation. In conclusion, the dual marker system allowed simultaneous
monitoring of the metabolic activity and cell number of a specific
bacterial population and is a promising tool for monitoring of specific
bacteria in situ in environmental samples.
![]()
INTRODUCTION
Top
Abstract
Introduction
Materials and methods
Results
Discussion
References
RCOOH + H2O + FMN + light (490 nm), where R is a long-chain fatty aldehyde. Due to the
requirement for reducing equivalents (FMNH2), the
bioluminescence phenotype of the luxAB biomarker is
dependent on cellular energy status. Since cellular metabolism requires
energy, the bioluminescence output is directly related to the metabolic
activity of the cells. Therefore, bioluminescence can be used to assess
the metabolic activity of specific bacterial populations (6,
15-18, 23). Eukaryotic luciferase can also be used to monitor
metabolic activity, since this reaction is also energy dependent, on
ATP in this case (15, 19). One advantage of the bacterial
luciferase system, however, is that the substrate,
n-decanal, is volatile and therefore easier to apply in a
nondestructive manner to soil and plant tissue samples, compared to the
liquid luciferin substrate for the eukaryotic enzyme.
![]()
MATERIALS AND METHODS
Top
Abstract
Introduction
Materials and methods
Results
Discussion
References
was
used as the host strain for all plasmids, except for pUTgfplux, which
was maintained in E. coli CC118(
pir).
TABLE 1.
Bacterial strains and plasmids
::gfp/lux and P. fluorescens SBW25::gfp/lux are strains that were
chromosomally tagged with the gfp-luxAB cassette (Table 1)
as described below. All strains were grown in Luria broth (LB) at 28 to
30°C, supplemented with the following antibiotics when appropriate:
ampicillin (100 µg ml
1) and/or kanamycin (50 µg
ml
1).
Growth was routinely measured as optical density at 600 nm
(OD600). In addition, the number of culturable cells was
determined by counting colonies grown on LB plates supplemented with
kanamycin (50 µg ml
1). During the starvation experiment
(see below), cultures were also always plated onto LB without
antibiotics to ensure that the cultures were not contaminated and to
ensure marker stability.
Cloning procedures. Cloning procedures were performed as described by Sambrook et al. (25). Plasmid DNA was isolated from E. coli host cells with the Wizard miniprep kit (Promega, Madison, Wis.) or the Qiagen plasmid maxiprep kit (Hilden, Germany). DNA was extracted from agarose gels with the JETSORB gel extraction kit (Genomed, Bad Oeynhausen, Germany), according to the manufacturer's instructions. Restriction enzymes were purchased from Pharmacia (Stockholm, Sweden). We used the rapid DNA ligation kit (Boehringer Mannheim, Mannheim, Germany) for DNA ligations.
Electroporation.
Plasmid DNA was introduced into E. coli cells by electroporation with the Bio-Rad Gene Pulser system
(Bio-Rad Laboratories, Richmond, Calif.) set at 2.5 kV, 200
, and 25 µF.
and P. fluorescens SBW25 cells by electroporation as
previously described (28), with the settings given above.
Transformants were selected on LB medium containing kanamycin (50 µg
ml
1).
Southern blot conditions. Genomic DNA from transformants and wild-type controls was isolated according to standard procedures (25) and digested to completion with BglII. The DNA was transferred to a BioDyne nylon membrane (Pall BioSupport, East Hills, N.Y.) with the ECL protocol supplied by the manufacturers (Amersham Pharmacia Biotech). The gfp and the luxAB DNA probes were isolated as separate bands from plasmid pAU104 digested with EcoRI, XmaI, and SalI. The bands were well separated on the gel and purified from the agarose gel with a JETSORB gel extraction kit. The probes were labelled with the ECL direct nucleic acid labelling and detection system (Amersham). Hybridization was performed at 42°C overnight in gold hybridization buffer (ECL; Amersham) followed by two washes (20 min each, also at 42°C) in a solution containing 6 M urea, 0.4% (wt/vol) sodium dodecyl sulfate, and 0.5× SSC (1× SSC is 0.15 M NaCl plus 0.015 M sodium citrate).
Studies during growth in rich media.
Overnight cultures were
diluted 1:500 in 1 liter of LB, supplemented with kanamycin (50 µg
ml
1), and divided into two 500-ml cultures. The cultures
were incubated at 30°C while being shaken. Samples of the cultures (3 ml) were removed at specified intervals, and if necessary, the samples were diluted in phosphate-buffered saline (PBS) buffer (8 g of NaCl per
liter, 0.2 g of KCl per liter, 1.44 g of
Na2HPO4 per liter, 0.24 g of
KH2PO4 per liter, pH 7.4) before analysis by luminometry, flow cytometry, and plate counting.
Starvation conditions.
Inocula for experiments conducted
under carbon and nitrogen starvation conditions were harvested from
log-phase cultures (OD600, 0.7), washed once in PBS buffer,
and resuspended in 1 liter of PBS buffer to a concentration of
approximately 107 cells ml
1. The cultures
were divided into two 500-ml duplicate portions and incubated at 30°C
while being shaken. Aliquots of the starved cultures (5 ml) were
removed at specified intervals, cell clumps were resuspended by being
vortexed for 2 to 3 min, and the samples were diluted in PBS buffer
before analysis by luminometry, flow cytometry, and plate counting.
Monitoring P. fluorescens SBW25::gfp/lux in
nonsterile soil samples.
The soil used in these experiments was a
Pustnäs sandy loam (Typic Udipsamment; illitic). The soil was air
dried (3.3% moisture content), and 200-mg samples were added to
microcentrifuge tubes. The soil samples were inoculated with log-phase
(OD600, 0.7) cultures of P. fluorescens
SBW25::gfp/lux. Before inoculation, the cultures were washed
twice with 1.5× PBS and stored on ice, for approximately 1 h,
during calculation of the density of the inoculum by flow cytometry.
Then 10 µl was added to the soil to a final concentration of 6.4 × 108 cells g (dry weight) of soil
1.
1. The discontinuous Nycodenz-cell suspension gradient
was centrifuged for 30 min at 10,000 × g at a
temperature of 4°C. The upper 500 µl of the gradient was discarded,
and the next 550 µl, containing the banded soil bacterial fraction,
was transferred to a new microcentrifuge tube. The volume was brought
up to 1 ml by the addition of 450 µl of 1.5× PBS. The samples were
then analyzed for the number of GFP-fluorescing cells by flow cytometry
and for luciferase activity by luminometry as described below.
Luminometry.
Luciferase activity was measured in a
luminometer built by Bo Höijer (Department of Biochemistry,
Stockholm University). The substrate for the luciferase reaction, 1 µl of 0.5% n-decanal in ethanol, was placed at the bottom
of a 1.5-ml plastic cuvette. Cells were added to the cuvette in
500-µl aliquots, and luminescence was measured after 4 min of
incubation at room temperature. Background levels of luminescence were
in the range of 50 to 200 quanta s
1, and these values
were always subtracted from the sample readings, which were between 200 and 40,000 quanta s
1. When necessary, the cells were
diluted in PBS buffer before measurement.
Flow cytometry. The number of GFP-fluorescent cells in a sample was counted in a flow cytometer (FACScalibur; Becton Dickinson, Oxford, United Kingdom) equipped with a 15-mW, air-cooled argon ion laser excitation light source (488 nm). GFP fluorescence was detected with an HQ500LP filter (Chroma Technology Corp., Brattleboro, Vt.).
Before injection into the flow cytometer, 1-ml aliquots of the E. coli DH5
::gfp/lux culture were centrifuged for 10 min
at 12,500 × g and the cell pellet was resuspended in
filtered (0.22-µm pore size) 1.5× PBS. P. fluorescens
SBW25::gfp/lux cells were simply diluted in filtered 1.5×
PBS. For enumeration of the cells in the sample, an internal standard
consisting of a known concentration of polystyrene fluorescent
microspheres, 2.2 µm in diameter (Duke Scientific, Palo Alto,
Calif.), was added to the final cell suspension before injection into
the flow cytometer. The number of cells in the suspension was
calculated by relation to the number of microspheres counted in the
sample, as previously described (28). Approximately 10,000 cells were counted for each sample.
Direct visualization of fluorescent colonies. Fluorescent colonies were visualized directly under a black-light blue lamp (Philips, catalog no. 73411; Eindhoven, The Netherlands) in a dark room.
| |
RESULTS |
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Construction of a mini-Tn5 gfp-luxAB cassette.
A
minitransposon was constructed for stable integration of both the
gfp and the luxAB genes into the chromosomes of
bacteria (Fig. 1). The red-shifted
gfp mutant, P11 (10), referred to as
gfp in this communication, was used in all constructs due to its fluorescence intensity in bacterial cells, which was higher than
that of wild-type gfp. The gfp gene and the
psbA promoter (7) were isolated from plasmid
pIC19Hgfp (Table 1) as a BglII/BamHI fragment and
inserted into BamHI-digested pUC18Not (Table 1). A clone was
selected (pAU102) with the gfp insertion in the appropriate orientation for eventual cloning of the luxAB genes. Before
insertion of luxAB into pAU102, it was excised from plasmid
pSB230 (Table 1) as an EcoRI/SmaI fragment and
inserted into pBluescript SK(
) (Table 1) for acquisition of
KpnI and SacI restriction sites (pAU103). Then
luxAB was excised from pAU103 as a
KpnI/SacI fragment and inserted into pAU102,
giving rise to pAU104. The PpsbA-gfp-luxAB cassette was
excised from pAU104 by NotI digestion and ligated into the
NotI site of pUTmini-Tn5 (Table 1), resulting in
the minitransposon vector pUTgfplux (Fig. 1). Both gfp and
luxAB are expressed from the psbA promoter, which
is known to be a strong constitutive promoter in bacteria
(7).
|
Chromosomal integration of the gfp-luxAB cassette into
the chromosomes of E. coli DH5
and P. fluorescens SBW25.
The pUTgfplux plasmid was introduced into
E. coli DH5
and P. fluorescens SBW25 cells by
electroporation. All transformants arising on selective agar plates
could be visualized both by the GFP phenotype (as fluorescent colonies)
and by the luciferase phenotype (as light-emitting colonies) (Fig.
2). Single chromosomal integration of the
gfp-luxAB genes was confirmed by Southern blot analysis with
the gfp gene and the luxAB genes as probes (data not shown). In both cases, the same band on duplicate gels, from BglII genomic DNA digestions, hybridized to both probes,
indicating the colocalization of the two biomarkers into the
chromosomes.
|
Phenotype comparisons of transformant and wild-type strains. Several transformants of each strain were initially analyzed by flow cytometry. The transformants used in this work were selected by confirmation that the size and granularity of the transformants were the same as those of the wild-type cells by flow cytometric analyses of the forward and side scatter properties of the cells (data not shown). Another criterion was that the GFP fluorescence intensity was not unusually high or low compared to the rest of the transformants. Outliers were rejected for further consideration.
One transformant for each strain was selected for further study and compared to the wild-type strains during growth in LB medium. The maximum growth rates (µmax) for the wild-type strains and transformants were approximately 0.75 h
1 for the P. fluorescens SBW25 strains and approximately 0.55 h
1
for the E. coli DH5
strains, and so the transformants
were not impaired in their ability to grow under these conditions.
The transformants could easily be distinguished from the wild-type
strains based on the phenotypes encoded by the two marker genes. The
GFP fluorescence intensity of the transformants, as measured by flow
cytometry, was much greater than the autofluorescence of the wild-type
strains (Fig. 3). The
gfp-tagged pseudomonad exhibited a higher fluorescence
intensity than that of the E. coli strain, which could be
due to a number of factors particular to the organisms. Also, the
tagged strains exhibited a high luciferase activity (approximately
108 quanta s
1 ml of culture1;
OD600, 0.8 to 1.0) when grown in nutrient media. No
background luminescence in the wild-type strains was observed by
luminometry (data not shown).
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Monitoring during growth in rich media.
The two bacterial
strains, E. coli DH5
::gfp/lux and P. fluorescens SBW25:: gfp/lux, were monitored during growth in
rich media to study the performance of the gfp and
luxAB markers under these conditions (Fig.
4). During log-phase growth, the
luminescence output was proportional to the bacterial biomass, as
determined by the number of culturable and GFP-fluorescent cells, and
all three measurements were highly correlated (r > 95). Once the cultures reached stationary phase, the luminescence
decreased and was no longer correlated with the number of cells (Fig.
4), indicating a decrease in the metabolic activity of the population
at stationary phase, as expected.
|
Monitoring during starvation.
Both E. coli
DH5
::gfp/lux and P. fluorescens
SBW25::gfp/lux cells were monitored under carbon and nitrogen
starvation conditions for 34 days to determine the effect of these
conditions on the marker phenotypes for the chromosomally integrated
genes, gfp and luxAB, respectively (Fig.
5). Log-phase cultures were used at the
initiation of the starvation experiment in order to have a
metabolically active population, with high levels of luciferase activity, from the start.
|
::gfp/lux, the number of
GFP-fluorescing cells counted during the experiment declined by 2 orders of magnitude during the first 12 days of incubation, after which
the number remained relatively constant (Fig. 5A). The flow cytometry
data closely paralleled the values obtained by plate counting, even on
nonselective medium, and the values were highly correlated (r = 0.95). However, the luciferase activity decreased
dramatically, from approximately 106 quanta
s
1 ml
1 to 103 quanta
s
1 ml
1 during the first 4 days of
starvation, presumably due to energy limitation for the luciferase
reaction. After 5 days of incubation, the light output increased
slightly and then slowly declined for the remainder of the experiment
(Fig. 5A).
The number of GFP-fluorescing P. fluorescens
SBW25::gfp/lux cells decreased slightly during the 34-day
incubation period, by no more than 1 order of magnitude (Fig. 5B). The
number of culturable cells also decreased over the time course of the
experiment by approximately 2 orders of magnitude (Fig. 5B). Although
the plate count data and fluorescent cell count data were relatively parallel and highly correlated (r = 0.95), the number
of fluorescent cells counted was significantly higher than the number
of CFU, except for sampling on day 20.
The initial decrease in luciferase activity was more gradual for the
P. fluorescens transformant than for the E. coli
transformant. However, for P. fluorescens
SBW25::gfp/lux there was a drop in light emission from
106 quanta s
1 ml
1, which
leveled off after approximately 13 days to a relatively constant value
between 103 and 104 quanta s
1
ml
1 for the remainder of the incubation period (Fig. 5B).
Optimization of bacterial extraction from soil for flow cytometry. In order to enumerate the GFP-fluorescing cells in soil by flow cytometry, it was necessary to extract the bacterial fraction from soil particles and debris. Therefore, we optimized a Nycodenz density gradient centrifugation technique for this purpose. Nycodenz is known to be a suitable gradient material for selective separation of bacterial cells from soil particles (2). We found that the protocol was optimized by addition of PVPP to the sample before centrifugation. PVPP is known to selectively complex and precipitate humic materials from soil samples (13). This improved the cell recovery by approximately 30% and simultaneously reduced background interference. In addition, the protocol was adapted to a microcentrifuge format to reduce the time required for sample preparation. Routinely, more than 70% of the cells known to be added to the soil were extracted by this method.
Monitoring of P. fluorescens SBW25::gfp/lux in soil samples. The number of GFP-fluorescing cells per gram (dry weight) of soil, as determined by flow cytometry, was stable during 30 days of incubation in soil. The cell number increased initially upon inoculation into soil (Fig. 6). The cell density in the soil was relatively constant for the remainder of the experiment, varying within 1 order of magnitude. For the entire sampling period, the GFP fluorescence intensity was always sufficiently high for the cells to be detected and counted by flow cytometry.
|
2 quanta
s
1 cell
1 to 2.3 × 10
2
quanta s
1 cell
1 on day 1 and then slowly
declined during the remainder of the experiment to a final value of
2.9 × 10
4 quanta s
1
cell
1.
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DISCUSSION |
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A novel minitransposon vector was constructed for stable integration of both the gfp and the luxAB genes into the chromosomes of bacterial cells (Fig. 1). This is the first demonstration of the combined application of these biomarkers. The transformants were easily scored as fluorescent colonies under blue-light illumination and as luminescent colonies after addition of the n-decanal substrate (Fig. 2). The luciferase activity is concentrated mainly at the periphery of the bacterial colonies. This localization could be due to the presence of actively growing cells in this region, to oxygen and/or substrate limitation in the center of the colony, or to all of these. By contrast, GFP fluorescence is spread evenly throughout the colony (Fig. 2), due to less dependence on metabolic activity and/or oxygen demand, compared to luciferase.
We assessed the performance of the dual marker system under different growth conditions to ascertain the dependence of the phenotypes of the two biomarkers on the cellular energy status. Previously, we found that P. fluorescens A506, chromosomally tagged with gfp, was fluorescent after incubation during growth and under carbon and nitrogen starvation conditions (28). By contrast, other investigators have demonstrated that the luciferase output from luxAB-tagged bacteria decreases during starvation (6, 17).
In this study, two bacterial strains, P. fluorescens SBW25
and E. coli DH5
, were monitored under growth and
nutrient-limiting conditions. We chose to study P. fluorescens SBW25 due to its application for biocontrol of fungal
diseases (1), and E. coli DH5
was chosen for
comparison. P. fluorescens SBW25, chromosomally tagged with
lacZY (encoding
-galactosidase and lactose permease) and
Kanr-xylE genes (encoding resistance to
kanamycin and catechol-2,3-dioxygenase), has previously been monitored
in field trials (27). However, the detection methods used
could not distinguish the active population relative to the total
number of cells, and only culturable cells were monitored. Therefore,
we tested our dual marker system with this strain to determine whether
it would be applicable for in situ monitoring of the distribution and
metabolic activity of the cells in the environment during biocontrol
applications. We also tested the dual marker system with E. coli to ensure that the results were not specific to P. fluorescens or to the chromosomal location of the
gfp-luxAB cassette.
During log-phase growth of both strains in rich medium, the luciferase activity measurements paralleled the cell concentration, as determined by enumeration of GFP-fluorescent cells or by plate counting. However, upon entrance to stationary phase there was a higher decline in luciferase activity than in counts of GFP-fluorescent cells. This difference reflects the difference in the dependence of the two phenotypes on cellular energy status.
To further test the dual marker system, we examined the GFP and luciferase phenotypes under conditions where the cellular energy reserves are depleted; i.e., starvation conditions in liquid culture and incubation in soil. These conditions are particularly important for environmental applications since bacteria in nature are normally nutrient limited and therefore have low energy reserves.
We found that there was a rapid decline in luminescence during the first days of starvation in liquid culture, presumably due to a shortage of reducing equivalents required for the luciferase reaction. The decrease in luminescence could also be a result of protein degradation. In either case, the loss of luciferase activity indicates a low metabolic activity in the cell population. Although luciferase activity was useful for determination of the energy status of cells, the number of cells and the light yield (expressed as quanta per second) were not correlated and the luminescence data was not a reasonable indicator of cell biomass when the cells were starved.
By contrast, GFP-fluorescent cells could be detected and quantitated at
high levels during the entire starvation period. The stability of the
GFP fluorescence may partly be explained by examination of the GFP
crystal structure, which reveals that the protein itself is very stable
(21, 32). We also found that the numbers of culturable cells
and of GFP-fluorescent cells counted in the flow cytometer were highly
correlated for both tagged strains. However, although cell counts by
both methods were very similar for the E. coli strain, the
values obtained by flow cytometry were always higher for the P. fluorescens cells, by approximately 1 order of magnitude, than
those obtained by plate counting. This difference could be due either
to dead cells or to viable but nonculturable cells that can still be
detected by GFP fluorescence. Our hypothesis is that GFP is retained
inside cells as long as the cell membrane is intact, regardless of the
cells' viability. In a preliminary study, we found that P. fluorescens SBW25::gfp/lux cells lost GFP fluorescence
after being heated at 50°C, a temperature at which GFP is known to be
stable (4), while similarly treated E. coli
DH5
::gfp/lux retained GFP fluorescence. The difference observed between the strains during starvation or heat treatment could
be due to differences in the integrity of their cell membranes under
these conditions. We are currently performing further investigations to
define when GFP-tagged cells become nonfluorescent.
The goal of this monitoring strategy is to eventually track specific
tagged cells in environmental samples containing a mixed population of
indigenous bacteria. Environmental samples, such as soil, introduce a
much greater degree of sampling difficulty due to their complexity
compared to pure culture. In particular, soil samples are not amenable
to analysis by flow cytometry due to interference from soil particles
and cell binding to particulate material (22). Therefore, we
modified a Nycodenz density gradient procedure for extraction of
bacterial cells from soil samples before further analysis of the
specific gfp-luxAB-tagged cells in the samples by flow
cytometry. Nycodenz has previously been shown to selectively separate
bacteria from soil samples on the basis of differences in density
(2). Addition of PVPP prior to the Nycodenz density gradient
centrifugation was found to further decrease interference from soil
constituents, such as humic material, while increasing the efficiency
of extraction of bacteria from the soil. The number of P. fluorescens SBW25::gfp/lux cells extracted by this
protocol was high, greater than 70%. The bacterial fraction isolated
from nonsterile soil was sufficiently free from soil debris to be
directly injected into the flow cytometer, but at cell densities below
105 gfp-tagged cells g of soil
1,
interfering fluorescent material extracted from the soil masked detection of GFP-fluorescing cells. This detection limit may be improved by incorporation of additional fractionation steps. The ability to directly enumerate cells by flow cytometry is advantageous over conventional methods of enumeration since flow cytometry counts
individual cells, provides statistical data on the specific population,
is rapid, and does not rely on culturability for detection.
The metabolic activity of the P. fluorescens SBW25::gfp/lux cells declined during long-term incubation in soil samples (Fig. 6), indicating nutrient limitation. The decline was not as dramatic as that following abrupt introduction to starvation conditions in pure culture (Fig. 5). This difference could be due to the presence of some available nutrients in the soil at the beginning of the incubation period. Also, the density of inoculation was very high in the soil, which could also be a factor in maintenance of an active population due to cryptic growth.
The initial decline in luciferase activity per cell, calculated by comparison of the number of fluorescent cells counted to the luciferase activity of the population, may be an artifact. This effect could be due either to partitioning of elongated cells without a corresponding increase in metabolic activity or to mechanical disruption of log-phase cells during vortexing, resulting in a difference in the yield of bacteria extracted at time zero, compared to later sampling days.
Clearly, there was a marked distinction between the observed phenotypes of the GFP and luciferase biomarkers in cells incubated in soil and under starvation conditions, indicating differences in the properties quantitated by these two biomarkers. The combination of these marker genes was found to be useful for simultaneous monitoring of cell population activity, by luciferase activity measurements, and of total cell numbers, by enumeration of GFP-fluorescing cells. This marker combination also allows the average luciferase activity per cell to be determined. In addition, since the two biomarkers are under the control of the same promoter and GFP fluorescence is independent of cellular energy status, GFP fluorescence can be used as an internal control for luciferase expression. This dual marker system could therefore also be coupled to the study of expression of bacterial promoters in environmental samples. In a recent study, a different approach was taken based on coupling of gfp to a specific promoter as a reporter of gene activity with simultaneous detection of the specific cells with fluorescence-labelled 16S rRNA targeted probes (20). This approach is also useful for analysis of structure-function relationships of microbial communities, although some sample manipulation is required for the 16S rRNA probes (20).
The methods used in this study, luminometry and flow cytometry, are rapid and simple to use and do not depend on cell culturability or sample manipulation. These detection methods should be easily adoptable as standard assays in most laboratories, although the cost of the equipment may be prohibitive. Studies based on this dual marker system are expected to be important for monitoring of total viable cell numbers and metabolic activity of specific bacteria in complex environments, especially for bacteria that are normally difficult to track by conventional methods. Additionally, the ability to directly visualize gfp-luxAB-tagged single cells in environmental samples in situ is an attainable goal for the future.
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ACKNOWLEDGMENTS |
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This research was sponsored by the Carl Tryggers Foundation, the Swedish Research Council for Engineering Sciences, the Swedish Foundation for Strategic Research, and the Swedish Environmental Protection Agency.
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FOOTNOTES |
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* Corresponding author. Mailing address: Department of Biochemistry, Stockholm University, S-10691 Stockholm, Sweden. Phone: 46-8-16 2469. Fax: 46-8-15 3679. E-mail: janet{at}biokemi.su.se.
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