The production of Escherichia coli K1 serotype capsule was investigated using direct stochastic optical reconstruction microscopy with live bacteria and graphene oxide-coated coverslips, overcoming many morphological artifacts found in other high-resolution imaging techniques. Super-resolution fluorescence images showed that the K1 capsular polysaccharide is not uniformly distributed on the cell surface, as previously thought. These studies demonstrated that on the cell surfaces the K1 capsule at the poles had bimodal thicknesses of 238 ± 41 and 323 ± 62 nm, whereas at the equator, there was a monomodal thickness of 217 ± 29 nm. This bimodal variation was also observed in high-pressure light-scattering chromatography measurements of purified K1 capsular polysaccharide. Particle tracking demonstrated that the formation of the capsule was dominated by the expansion of lyso-phosphatidylglycerol (lyso-PG) rafts that anchor the capsular polysaccharide in the outer membrane, and the expansion of these rafts across the cell surface was driven by new material transported through the capsular biosynthesis channels. The discovery of thicker capsules at the poles of the cell will have implications in mediating interactions between the bacterium and its immediate environment.
The production of Escherichia coli K1 serotype capsule was investigated using direct stochastic optical reconstruction microscopy with live bacteria and graphene oxide-coated coverslips, overcoming many morphological artifacts found in other high-resolution imaging techniques. Super-resolution fluorescence images showed that the K1 capsular polysaccharide is not uniformly distributed on the cell surface, as previously thought. These studies demonstrated that on the cell surfaces the K1 capsule at the poles had bimodal thicknesses of 238 ± 41 and 323 ± 62 nm, whereas at the equator, there was a monomodal thickness of 217 ± 29 nm. This bimodal variation was also observed in high-pressure light-scattering chromatography measurements of purified K1 capsular polysaccharide. Particle tracking demonstrated that the formation of the capsule was dominated by the expansion of lyso-phosphatidylglycerol (lyso-PG) rafts that anchor the capsular polysaccharide in the outer membrane, and the expansion of these rafts across the cell surface was driven by new material transported through the capsular biosynthesis channels. The discovery of thicker capsules at the poles of the cell will have implications in mediating interactions between the bacterium and its immediate environment.
Escherichia
coli infections can
cause disease in humans. A major factor in their virulence is often
the coatings of the bacteria, which are called capsules. Recent developments
in fluorescence microscopy allowed us to make much higher resolution
images of capsules on living bacteria than were previously possible,
and we studied E. coli that causes
urinary tract infections. We developed the technique of super-resolution
fluorescence microscopy (STORM) with graphene oxide (GO)-coated coverslips
to image the capsules.[1] Without the graphene
oxide coating, it would be very challenging to image the bacteria
using antibody labeling due to the large background of the nonspecifically
bound fluorophore. This background fluorescence is conveniently extinguished
by the graphene oxide (GO) using resonant energy transfer, without
requiring invasive cleaning or blocking techniques. The bacteria are
cylindrical with hemisphere caps (super-ellipsoidal) in shape, and
the lengths of the molecules in the capsules were also measured using
chromatography. Statistical analysis of atomic force microscopy (AFM)
measurements with spherical colloidal probes (including control experiments)
was then used to explore the forces the capsules on the bacteria exert
on their surroundings. A model based on the polymeric nature of the
capsules then enabled us to explain the origin of the force regimes
measured.Many clinically important bacteria have polysaccharide
capsules
attached to their surfaces, which increase their virulence.[2,3] The primary physical mechanism behind this virulence is thought
to be the creation of a repulsive steric potential that allows the
bacterial cells to resist phagocytosis by the immune cells of the
host organisms. The exact molecular mechanisms involved in the physical
chemistry of these repulsive steric brushes are not well understood,
and there are also a number of gaps in our understanding of their
biochemistry, such as how the capsular polysaccharides are synthesized
and transported through the inner and outer cell membranes.[4−7]K1 capsular polysaccharide is one of more than 80 K-antigen
serotypes[8,9] that are found on the surface of pathogenic E. coli and K1 capsules occur on bacteria that cause
urinary tract infections.[10−12] The K1 capsular polysaccharide
chains are made of nine-carbon N-acetylneuraminic
monomers, with α-2,8 keto-glycosidic
linkages (with a degree of polymerization of less than 200) linked
with a β-linked poly-3-deoxy-d-manno-oct-2-ulosonic
acid (KDO) linker on lyso-phosphatidylglycerol (lyso-PG)[13] (Figure ).
Figure 1
Schematic diagram of a single chain of polysialic acid composed
of sialic monomers (orange circles) with α-2,8 keto-glycosidic
linkages linked with a few β-linked poly-3-deoxy-d-manno-oct-2-ulosonic
acid (KDO) linkers (green circle); a monomer structure is shown in
the green box, anchored onto lyso-phosphatidylglycerol (lyso-PG),
in the red circle; a lyso-PG structure is shown in the red box. The
lyso-PG is surrounded with lipid A in the bacterial outer membrane
(the O-antigens are omitted for clarity).
Schematic diagram of a single chain of polysialic acid composed
of sialic monomers (orange circles) with α-2,8 keto-glycosidic
linkages linked with a few β-linked poly-3-deoxy-d-manno-oct-2-ulosonic
acid (KDO) linkers (green circle); a monomer structure is shown in
the green box, anchored onto lyso-phosphatidylglycerol (lyso-PG),
in the red circle; a lyso-PG structure is shown in the red box. The
lyso-PG is surrounded with lipid A in the bacterial outer membrane
(the O-antigens are omitted for clarity).Capsular polysialic polysaccharides on bacterial surfaces
have
been investigated previously in terms of both their biosynthesis and
for applications in terms of targets for new antimicrobials and as
vaccine candidates.[12] However, detailed
descriptions of capsular polysaccharide morphology and studies of
their dynamics on live bacterial surfaces are relatively limited.Due to the high virulence of bacteria with capsular polysaccharides,
the manipulation of polysaccharide production could have important
medical benefits. Most studies have been focused on the biochemical
synthesis of capsular polysaccharides and the molecular machines used
to control the biosynthesis pathways.[14] Recent models have concluded that in the case of the E. coli K1 polysaccharide the capsular polysaccharide
chains are made inside bacterial cells before transport across the
periplasmic space onto the outer membrane.[15] In addition to biosynthesis mechanisms, bacterial capsular morphology
has been observed on fixed bacterial surfaces using scanning electron
microscopy, transmission electron microscopy,[16,17] and atomic force microscopy.[18,19] These studies confirmed
a physical model of the bacterial capsule as a capsular polyelectrolyte
brush anchored onto the underlying phospholipid membrane. Brush is
a term adopted from soft condensed matter physics, meaning an array
of surface-tethered polymer chains. Polymer brushes are commonly used
in chemistry to stabilize colloidal phases of matter against aggregation,
for example, in paints, to reduce surface adsorption, such as in antibiofouling
coatings, and to reduce frictional forces between surfaces in lubricants.[20,21]A recent paradigm in membrane structure is that of lipid rafts,
i.e., the lipids that form cellular membranes are not uniformly mixed
and have a well-defined heterogeneous structuration.[22] The idea of lipid raft formation has been recently applied
to bacterial cells.[23] In the current study,
we explore the formation of K1 capsularlyso-PG rafts that merge together
to form the capsular structure during its maturation. We find that
their nucleation occurs randomly across the bacterial surface and
the rafts do not move significantly from their initial point of nucleation.Synthetic polymeric brushes have been extensively studied in the
literature both theoretically and experimentally.[24,25] Models can describe polymer brush morphology and the forces they
experience. Extensions have also been made to when the polymers are
charged (polyelectrolytes), and in this case, the counterions can
also play a major role.[26−28] Such models for polyelectrolyte
brushes have been adapted to describe capsular polysaccharides and
allowed intracellular forces measured in atomic force microscopy (AFM)
to be explained. There have been only a small number of quantitative
studies of bacterial capsules with AFM, which used Klebsiella pneumoniae.(29,30) Here, we study E. coli capsules for the first time, using a colloidal
probe cantilever (that improves the signal-to-noise ratio over standard
cantilevers), and demonstrate quantitative agreement with super-resolution
fluorescence measurements (previously, the brush thickness was used
as an unsubstantiated fit parameter with K. pneumoniae).Super-resolution fluorescence microscopy techniques are
rapidly
becoming a standard tool in biological physics laboratories, such
as STORM,[31,32] PALM,[33] SIM,[34] and STED.[35] These
methods can provide subdiffraction-limited images with little or no
disruption of biological processes. Samples can be hydrated at room
temperature and require minimally invasive sample preparation procedures.[36] Recent developments can provide relatively fast
data acquisition (fast cameras, bright fluorophores, and optimal software
analysis) enabling live cells to be imaged, and these developments
have been used in the current research on E. coli. Super-resolution studies on bacteria are still relatively limited,
but research has been performed on chromosome organization,[37] DNA repair,[38] and
peptidoglycan architecture.[39]Due
to the small thickness of K1 polysaccharide capsules (≤200
nm), the resolution of conventional optical microscopy is at its very
limit (R = λ/2NA ≈ 200 nm, where λ
is the wavelength and NA is the numerical aperture). Thus, to visualize
the morphology of bacterial capsules using conventional staining techniques
is challenging, and the fine structure of bacterial capsules cannot
be resolved due to the diffraction limit. However, conventional fluorescence
microscopy does allow the dynamics of diffraction-limited capsularpolysaccharide rafts to be tracked, as they move around bacterial
surfaces, and we therefore performed it in parallel with other studies.
Furthermore, confocal microscopy could be used to provide a √2
improvement on the resolution (∼200/√2 nm), contrast
enhancement, and improved three-dimensional sectioning, although finer
details in the images were still not resolvable. Therefore, we used
super-resolution fluorescence, direct stochastic optical reconstruction
microscopy (dSTORM) to image live bacteria.[31,40] The stochastic emission of excited fluorophores with specific imaging
buffers allowed us to create static super-resolved images (50 nm resolution).
We are not aware of any detailed previous studies of live bacterial
capsules using super-resolution fluorescence imaging in the literature,
and the work builds on our previous study using graphene oxide coatings
with dSTORM that allows high-contrast quantitative imaging.[41] Transparent GO films spin-coated onto coverslips
extinguished nonspecifically bound fluorophores, which otherwise would
provide a large fluorescence background and low contrast (low SNR)
on images of the capsules.In the current article, we provide
an integrative picture of capsule
formation based on a combination of fluorescence microscopy techniques
and AFM. Lyso-PGcapsular rafts were initiated at a relatively small
number of nuclei (∼10) in each bacterium and grew to cover
the whole bacteria with limited diffusional motion. The thicknesses
of the lyso-PG rafts at the bacterial poles were substantially larger
than those at the equator from dSTORM, which was in agreement with
chromatography experiments on identical specimens. Quantitative agreement
was found between the AFM and dSTORM experiments, implying that microscopy
experiments can now be used to predict the mesoscopic forces experienced
by the bacteria. The repulsive interparticle potential provided by
the capsules will thus be longer ranged on the poles than on the equator
of the bacteria by a significant factor (49%), providing an anisotropic
modulation of bacterial interactions, e.g., they are less likely to
adhere to any other surfaces (including another bacterium) at their
poles than on their equators.
Materials and Methods
K1-Encapsulated E. coli Strains
and Their Cultivation
E. coli strains: EV36 (capsule-deficient) and EV136 (encapsulated, generously
provided by Eric Vimr) were cultured in two different media: Luria-Bertani
(LB)[42] and M9 (minimal)[43] with supplements of 0.4% (v/v) glycerol and 0.1% (w/v)
casein to observe bacterial polysaccharide capsule formation. For
fully encapsulated bacteria, EV36 were cultured in LB at 37 °C
overnight before inoculation in fresh LB media and further incubated
at 37 °C until they were imaged. To observe bacterial capsule
expansion over time, 1:100 of the bacteria were cultured in LB at
20 °C overnight and inoculated in fresh M9 media at 20 °C.
When the OD600 reached 0.3, 20 mL of cells was harvested
by centrifugation (3500 rpm for 15 min), the pellet was transferred
to a fresh prewarmed M9 media, and then the temperature was upshifted
to 37 °C to induce capsule formation.
Immunofluorescent Techniques
for Labeling K1 Capsular Polysaccharide
Live cells were collected
at well-defined time points, washed three
times with phosphate-buffered saline (PBS), and deposited on poly-l-lysine-and-graphene oxide (PLLGO)-coated 8-well chambers.
This PLLGO coating improves the signal-to-noise ratio (i.e., the contrast)
for fluorescence imaging by a factor of 100.[41]The K1 α-2,8 N-acetylneuraminic (polysialic)
acid in the polysaccharide capsules can be recognized by mAb735 (monoclonal
IgG2A) antibodies.[44−46] For live cell imaging using wide-field fluorescence
microscopy, cells were incubated with 1% (w/v) BSA in PBS and then
with 1:400 dilution from a 4 mg/mL stock in a blocking buffer and
then washed before incubation with 1:500 dilution with a secondary
antibody (antimouse Fab′2 AF647, Invitrogen #A-21237).
In addition, confocal and super-resolution (dSTORM) microscopies were
used without the washing step with the immunostaining methods by incubating
both primary (1:8000) and secondary (1:10 000) antibodies at
a lower concentration with the bacteria due to the benefits of using
PLLGO-coated slides, i.e., the PLLGO coating removed the background
due to nonspecifically bound fluorophores and provided a 100 factor
of improvement in contrast.[1] The polylysine
coating has a negligible effect on the proliferation of the bacteria
over a period of 3 h (the time for a complete capsule to form, Supporting
Information (SI 5)).
Optical Fluorescence
Microscopes and Imaging Buffers
For wide-field fluorescence
microscopy, ready-to-visualize cells
were supplemented with Mowiol buffer to stabilize them. Samples were
sealed to prevent evaporation. In confocal fluorescence microscopy,
cells were deposited on coverslips of 8-well-chamber slides with M9
media (supplemented with 0.4% (v/v) glycerol and 0.1% (w/v) casein)
mixed with both primary (1:8000) and secondary (1:10 000) antibodies
for the observation of bacterial capsule development. These 8-well-chamber
covers were sealed to prevent evaporation when observed at 37 °C.In addition to M9 media and antibodies (no washing step was used),
super-resolution fluorescence microscopy (dSTORM) also required an
imaging buffer, which was GLOX:[47] 10 mM
MEA (cystamine), 1/100 dilution from 20 mg/mL catalase, and 1/10 dilution
of 150 mg/mL glucose oxidase. This helped prevent photobleaching of
the fluorophores. Since the acidity of the GLOX buffer reduces significantly
after a few hours, fresh GLOX buffer and M9 media were refilled every
1 h in longer experiments to prevent photobleaching, toxicity, and
acidification (SI 4).
Image Acquisition
with the Fluorescence Microscopes
For capsular polysaccharide
brush formation, a wide-field fluorescence
microscope was used: an Axio Imager.M2 Upright Zeiss microscope with
a 63× Plan Apochromat (Oil, DIC) objective lens at a low laser
power with an appropriate filter set. In confocal microscopy, images
were collected using a Leica TCS SP8 AOBs inverted gSTED microscope
in a confocal mode with a 100× HC PL APO (Oil; STED WHITE) objective
lens; a super-continuum source at 250 mW was used. In the case of
dSTORM imaging, a bespoke STORM microscope[48] was used with 405 nm (0.6 mW) and 647 nm (77 mW) excitation lasers
and a 100× oil immersive with 1.49NA, TIRF objective lens (Olympus
UAPON 100× OTIRF). The depth of focus was calibrated using 100
nm polystyrene beads coated with Cy3B, deposited on glass slide-coated
poly-l-lysine. The z-stack images were taken at 10 nm/step
for 200 steps, using a piezo stage with an acquisition rate of 100
fps, and analyzed with a virtual light sheet plug-in.[49]To observe the dynamics of the capsularlyso-PG brushes,
lyso-PG rafts were tracked with fluorescence microscopy using an sCMOS,
Hamamatsu ORCA-Flash 4.0 V2, camera. Fluorophores were tracked after
excitation by 647 nm laser, with a power of less than 10 mW for long-duration
tracking.dSTORM was used to observe a gradual expansion of
the capsularpolysaccharide rafts during their growth. Up to 10 000 frames
were used to construct each dSTORM image, which was followed by times
with no illumination to reduce photobleaching. Thus, the expansion
of K1 capsular brushes on bacterial membranes could be investigated
by taking images at defined times.
Purified K1 capsular polysaccharide
was analyzed using multiangle
light scattering (Wyatt). The purified polysaccharide was diluted
in 500 μL of PBS, 1 h prior to loading, and then centrifuged
at 14k rpm for 10 min. The extraction method of Clarke et al. was
used.[50] A superdex 200 (separation range
of 5000–600 000 Da) was equilibrated in PBS, and the
capsular polysaccharide was injected using an NGC (BioRad) HPLC onto
the column. The detectors used were a Wyatt Helios 8-angle light-scattering
detector, an Optilab rEX refractometer, and a QELS dynamic light-scattering
detector. The molar mass of the lyso-PG was acquired using this system.
Bacterial Capsule Analysis and Image-Processing Methods
Several pieces of software were used to construct images and interpret
the results. The Thunderstorm plug-in in Fiji was used to localize
the blinking fluorophores and reconstruct super-resolution images.[51] Origin (OriginLab, MA) was predominantly used
for plotting and fitting functions. Capsular brush thicknesses, mobilities,
and expansions were analyzed via Matlab (The MathWorks, Inc., MA).
A newly written Matlab code was used to find the capsules’
boundaries and the distribution of capsule thicknesses. The polysaccharide
rafts were tracked using the TrackMate plug-in,[52] and MatLab code was used to construct the mean square displacement
(MSD) as a function of lag time. The depth of focus of the microscope
was analyzed with the virtual light sheet plug-in[49] and found to be 347 ± 22 nm (SI 2).
Nanomechanical Measurements Using AFM with
a Spherical Probe
Bacteria were prepared overnight in M9
media and then deposited
on a poly-l-lysine-mica-coated glass slide, 1 h before an
experiment. Nanomechanical forces were observed using a Bruker Catalyst
AFM system with spherical borosilicate colloids, 2.5 μm in diameter
(sQUBE, 2017NM310/1), with a cantilever spring constant (k) of 0.3 N/m. The probes together with their cantilevers were thermally
calibrated before they were used to characterize the hydrated capsular
brush. Bacterial cells were submerged and observed under UHQwater
within 4 h. Nanomechanical forces between the capsular brush and the
probe were optimized, and multiple measurements were made on each
position of the bacterial surface. Raw data were analyzed using the
NanoScope Analysis toolbox, Matlab codes, and Origin. The contact
positions of the AFM probe with the capsules were found using exponential
fits (SI 3).
Morphology
of the E. coli K1
Capsule
The K1 capsule is constructed via the assembly of
K1 polysaccharides (polyneuraminic acid) arranged on the cell surface,
which are not chemically cross-linked but may be bridged by multivalent
cations. To visualize the presence of a capsule on a bacterial surface,
capsules can be dyed and observed using bright-field microscopy,[53] stained with ruthenium red and visualized by
electron microscopy or immunoelectron microscopy[17,54,55] or detected via fluorescence microscopy
using specific antibodies.[46] Initially, E. coli K1 capsules were observed with different
spatial resolutions: a diffraction-limited image at around 400 nm
from conventional fluorescence microscopy (Figure a), a subdiffraction-limited image at around
200 nm from confocal fluorescence microscopy (Figure b), and a super-resolution imaging from dSTORM
(Figure c) (see also Figure S1 in Suppoting Information). The super-resolution
image has a 50 nm spatial resolution (analyzed using the Fourier ring
correlation (FRC) method[56] and shown as
an inset in Figure d) and the capsule thickness from the polar ends of the E. coli is seen to be larger than that at the equatorial
ends. We only considered the thickness of bacterial capsules that
were sectioned through the middle of the cells. When the sectioning
plane was not in the middle of the cells, the curvature surface of
the bacterial capsule could be observed (Figure S1b), and the measurement of capsule thickness was omitted
in these cases. There is also a possibility of an axial projection
discrepancy; however, the axial sectioning was calibrated with 100
nm polystyrene beads dyed with Cy3B. Within the 300 nm depth of focus
(calibrated using virtual light sheet method[49]), the variation of bead size due to an axial projection within this
sectioning region is negligible, as shown in Figure S3. Thus, the effect on bacterial projections will also be
negligible.
Figure 2
Images of bacterial capsules labeled with anti-K1 antibodies conjugated
with AF647 created using (a) diffraction-limited fluorescence microscopy,
(b) confocal fluorescence microscopy, and (c) dSTORM super-resolution
fluorescence microscopy. (d) shows the spatial resolution of the bacterial
capsule images from the different microscopes calculated using the
Fourier ring correlation (FRC) technique;[56] the inset shows the FRC as a function of spatial frequency from
the super-resolution images (the red lines show the threshold value
of 1/7). The scale bars on (a)–(c) are 1 μm. The spatial
resolution of image (c) from the FRC was 50 nm.
Figure 3
Histograms of bacterial capsule thicknesses were created using
two different methods: (a) ratio between the area (yellow) and the
averaged contour lengths (C1 + C2)/2 (red) called the ratio method and (b) normal
vector profiles from elliptical fits called the profiling method:
the purple and cyan dashed lines correspond to equatorial and polar
regions, respectively. (c) Histogram of the thicknesses of the capsular
brush from the ratio method shown in (a). A bimodal distribution can
be seen. (d) Histogram of the thicknesses of the whole capsular area
created using the profiling method (b). The histogram bars are randomly
colored to improve visibility. (e) Histogram of the thicknesses from
the equatorial regions (purple region, purple arrow indicated, in
the inset) and (f) histogram of the thicknesses of the polar regions
(cyan region in the inset), both created using the profiling method
(b). The polar regions contain a bimodal population of thicknesses
that contains longer polysaccharide chains in the brushes than the
monomodal population observed at the equator.
Images of bacterial capsules labeled with anti-K1 antibodies conjugated
with AF647 created using (a) diffraction-limited fluorescence microscopy,
(b) confocal fluorescence microscopy, and (c) dSTORM super-resolution
fluorescence microscopy. (d) shows the spatial resolution of the bacterial
capsule images from the different microscopes calculated using the
Fourier ring correlation (FRC) technique;[56] the inset shows the FRC as a function of spatial frequency from
the super-resolution images (the red lines show the threshold value
of 1/7). The scale bars on (a)–(c) are 1 μm. The spatial
resolution of image (c) from the FRC was 50 nm.Histograms of bacterial capsule thicknesses were created using
two different methods: (a) ratio between the area (yellow) and the
averaged contour lengths (C1 + C2)/2 (red) called the ratio method and (b) normal
vector profiles from elliptical fits called the profiling method:
the purple and cyan dashed lines correspond to equatorial and polar
regions, respectively. (c) Histogram of the thicknesses of the capsular
brush from the ratio method shown in (a). A bimodal distribution can
be seen. (d) Histogram of the thicknesses of the whole capsular area
created using the profiling method (b). The histogram bars are randomly
colored to improve visibility. (e) Histogram of the thicknesses from
the equatorial regions (purple region, purple arrow indicated, in
the inset) and (f) histogram of the thicknesses of the polar regions
(cyan region in the inset), both created using the profiling method
(b). The polar regions contain a bimodal population of thicknesses
that contains longer polysaccharide chains in the brushes than the
monomodal population observed at the equator.Furthermore, we explored the thickness distribution of the
polysaccharide
brushes around the capsules. Two image-processing methods were used
to quantify the thickness (H) of the bacterial capsules
from the dSTORM images: (1) a method based on the capsule area called
the ratio method, i.e., H = 2A/(C1 + C2) (A is the area of the capsule, and C1 and C2 are the inner and outer
ellipsoidal contour lengths) and (2) elliptical fits with line sectioning
normal to the ellipse called the profiling method. Although we assumed
that the bacterial capsule thickness covered the bacterial surface
with a uniform thickness in the first method, the results from the
second method showed two qualitatively different domains of bacterial
capsular brush height: at the poles (long) and at the equator (short).Using the assumption of uniform thickness (the ratio method), we
calculated the capsule thickness (H) from a ratio
between area (A) of the projected capsule image in
two dimensions and the average contours from inside and outside the
capsule boundaries ((C1 + C2)/2) (Figure a). The average thickness of the K1 capsule was 200–300
nm, and the distribution is shown in Figure c. In addition, using normal vectors scanning
along elliptical fits,
in which purple and cyan mark the equatorial and the polar regions,
respectively (the profiling method, Figure b), a histogram of bacterial capsule thicknesses
could be constructed at different positions around the capsule (Figure d). The outermost
extent of the bacterial capsule at the equatorial regions of the cell
is around 200 nm from the cell surface (Figure e), whereas at the polar regions, the capsule
extends further out with a broader range of 250–400 nm (Figure f). The results of Figure e,f were calculated
from more than 200 K1-encapsulated E. coli cells.The dSTORM technique provided high-resolution images
of the capsular
brush to probe their morphology. The uneven surfaces were predominantly
due to variations of the brush itself, i.e., the molecular weight
of the capsular polysaccharide anchored on lyso-PG. The variations
in the images were reproducible, and defects in immunofluorescent
labeling are thought to be a secondary effect.The variation
of the thickness of the capsular brush (Figure f) was similar to
its polydispersity measured by HPLC (Figure ). Two populations of polysaccharide lengths
were measured peaking at (ii) 24.4 ± 1.3 kDa and (i) 47.2 ±
4.3 kDa (magenta curve), where 1 g/mol corresponds to 1.008 Da. These
results reveal the potential of using super-resolution technique to
quickly identify the polydispersity of polysaccharides on living cells
since both HPLC and dSTORM methods demonstrate a similar bimodal distribution.
Figure 4
Chromatography
results from purified K5 capsular polysaccharide,
showing the two main fractions of lipopolysaccharide molecular weights
(i and ii indicate molar masses of 47 and 27 kDa, respectively, according
to the different injected volumes). These scattering signals were
detected using different detectors: a Wyatt Helios 8-angle light-scattering
detector (blue), an Optilab rEX refractometer (green), and a QELS
dynamic light-scattering detector (cyan). The molar mass (Mw) was interpreted using Zimm plot analysis[70,71] (magenta).
Chromatography
results from purified K5 capsular polysaccharide,
showing the two main fractions of lipopolysaccharide molecular weights
(i and ii indicate molar masses of 47 and 27 kDa, respectively, according
to the different injected volumes). These scattering signals were
detected using different detectors: a Wyatt Helios 8-angle light-scattering
detector (blue), an Optilab rEX refractometer (green), and a QELS
dynamic light-scattering detector (cyan). The molar mass (Mw) was interpreted using Zimm plot analysis[70,71] (magenta).
Nanomechanical Properties
of Capsular Brushes Measured with
AFM
A borosilicate spherical probe (diameter 2.5 μm)
was attached to the AFM cantilever, which interacted with the bacterial
capsular brushes during force measurements. The force curves (Figure a) for the capsule-deficient
strain EV36 (red) and the encapsulated strain EV136 (blue) show that
the encapsulated bacteria had much longer ranged force curves of up
to 500 nm compared with 225 nm for the capsule-deficient strain. Additionally,
the encapsulated data are replotted in Figure b to show different nanomechanical force
regimes: (i) the double-layer charge interaction, (ii) the osmotic
brush regime, (iii) the Hertzian regime, and (iv) the Hookean regime.[19,29] The double-layer interaction occurs at the longest distances (∼400
nm) due to screened (i.e., in a salty environment) electrostatic repulsion
between the AFM probe and the charge lyso-PG brush. The osmotic brush
regime occurs when the probe contacts the lyso-PG and experiences
a steric repulsion. It is concluded that the capsular brush beneath
these bacteria is completely collapsed, since it provides consistent
thicknesses between AFM and STORM, and was observed in the previous
studies.[57] In the Hertzian regime, the
probe considerably perturbs the structure of the brush and is modeled
as a deformable elastic continuum. Finally, in the Hookean regime,
the probe indents the cell membrane and is resisted by the cytoplasmic
turgor pressure.
Figure 5
Force as a function of separation distance from AFM measurements,
showing the nanomechanical properties of capsular brushes. (a) Comparison
between encapsulated and capsular-deficient strains on a log–linear
scale (the inset shows a linear–linear scale). (b) Nanomechanical
regimes of the interaction between the spherical probe and the encapsulated
bacteria. The insets show the schematic diagrams of the position of
the probe and the encapsulated bacteria from noncontact (i) to contact
modes (ii–iv). Different colors in (b) show the fits to the
different regimes: (i) the double-layer charge interaction (red),
(ii) the osmotic brush model (green), (iii) the Hertzian regime (magenta),
and (iv) the Hookean regime (cyan).
Force as a function of separation distance from AFM measurements,
showing the nanomechanical properties of capsular brushes. (a) Comparison
between encapsulated and capsular-deficient strains on a log–linear
scale (the inset shows a linear–linear scale). (b) Nanomechanical
regimes of the interaction between the spherical probe and the encapsulated
bacteria. The insets show the schematic diagrams of the position of
the probe and the encapsulated bacteria from noncontact (i) to contact
modes (ii–iv). Different colors in (b) show the fits to the
different regimes: (i) the double-layer charge interaction (red),
(ii) the osmotic brush model (green), (iii) the Hertzian regime (magenta),
and (iv) the Hookean regime (cyan).The bacterial capsule thicknesses and their nanomechanical
interaction
were observed from fully encapsulated bacteria that were cultured
at 37 °C. The K1-encapsulated E. coli can switch on and off their capsules in response to temperature
changes. Upshifting the temperature from 20 to 37 °C stimulates
the transcription of the kps and neu genes, leading to the synthesis and transport of the K1 capsularpolysaccharide to the cell surface.[8,58] To observe
the emergence of the capsules on the bacterial surfaces and their
dynamics, both upshifting and constant temperature-controlled experiments
were used.
Dynamics of Bacterial Capsular Raft Formation
The linkage
of K1 capsular polysaccharides to lyso-PG in the outer membrane means
that this array of negatively charged molecules can be regarded as
having brush-like properties.[26,59] These K1 capsular polysaccharides,
covalently anchored to the bacterial cell surface via Lyso-PG molecules,
were specifically labeled with anti-K1 mAb735 after upshifting the
temperature from 20 to 37 °C for 1 h (Figure a) in M9 media. We
define lyso-PGcapsular brush rafts as aggregated regions of lyso-PG
that form discrete regions on the bacteria.[22,23] Implicitly with the definition of a membrane raft is the possibility
of microphase separation, defining the sizes of the rafts, i.e., they
are aggregated because the interaction between lyso-PG chains is more
favorable than that with other membrane components.[23] Once the capsular brush had been labeled, the dynamics
of the early-stage capsular brush rafts were observed in different
regions of the bacterial surface and then tracked with subpixel resolution
using standard fluorescence microscopy. The tracked rafts are shown
in yellow in Figure b. In Figure c,d,
the mean square displacement (MSD) of the rafts with lag time (τ)
was analyzed from their tracks at 1 h and 1 h 30 min time points.
The motion of the labeled capsular brush was in a subdiffusive regime
over the entire duration of the movies based on a power law fit, ⟨r2⟩ = 4Dατα, where r is the displacement, Dα is the fractional diffusion coefficient,
and α is the power law exponent. The power law exponents of
the capsular brush are shown in Figure e from different time points after temperature upshifting.
The average is α = 0.33 ± 0.23 at 1 h and α = 0.36
± 0.20 at 1.5 h. After 180 min (the time for a complete capsule
to form), extrapolation of the averaged MSD as a function of lag time
implies the capsular raft would have moved around 114 nm. This is
a much smaller distance than that required to cover the whole bacterial
surface of approximately 2 μm. Thus, the position of the lyso-PG
rafts appears to be relatively invariant over the time scale of capsule
growth, and the capsular covering is created by raft nucleation at
multiple random sites, rather than diffusive transfer from isolated
sites.
Figure 7
dSTORM images of the capsular brush rafts after
temperature upshifting
from 20 to 37 °C. The nucleation and expansion of the capsular
brush rafts are shown in the sequential images (a) and (b). (c) shows
the rafts from three sequential times superposed. Red is the initial
time point (20 °C), yellow 10 min after temperature upshifting
(37 °C), and magenta 20 min after temperature upshifting (37
°C). The scale bars are all 1 μm. (d) Radius of gyration
(Rg) of the lyso-PG rafts as a function
of time after upshifting the temperature. The expansion process is
well described with a logistic function (red line). The error bars
are from repeat experiments and are due to variations of capsule emergence
on the bacterial cells.
Particle tracking of fluorescently labeled capsular polysaccharide
rafts in standard fluorescence microscopy experiments. (a) K1 capsular
rafts (labeled with anti-K1 conjugated with antimouse AF647, red)
emerge from E. coli cell labeled with
GFP (green). (b) Pixelated image used for subpixel tracking. Tracked
lyso-PG rafts are shown in yellow. The position of the E. coli outer membrane is shown by the green dotted
line. (c) and (d) show the mean square displacement (MSD) as a function
of lag time for times of 1 h and 1 h 30 min, respectively; different
colors show the results from individual K1 rafts. (e) Subdiffusive
power law coefficients, α (from the scaling of the mean square
displacement, ∼ τα, where τ is the lag time), with different times
after temperature upshifting. The scale bars are 1 μm on (a)
and (b).Capsule formation could be imaged
from the point at which there
was no capsule to the fully encapsulated state. With a typical fluorescence
microscope, the quantification of capsule size is overestimated due
to the diffraction limit. The gradual growth of the capsular brushes
was therefore calculated from super-resolution microscopy (dSTORM).
The radius of gyration (Rg) of the antibody-labeled
regions on the dSTORM images (Figure ) provides a robust metric to describe the size of
the irregularly shaped lyso-PG rafts. In Figure d, the radius of gyration of the capsular
brush rafts is plotted with time. A logistic function (red) provided
a good fit (eq ) (shown
later). With M9 media as a nutrient source, after the temperature
was upshifted to 37 °C, E. coliEV36 became fully encapsulated after 3 h. To minimize the toxicity
of dSTORM imaging buffer, we discarded and refilled media mixed imaging
buffer after every hour.
Figure 6
Particle tracking of fluorescently labeled capsular polysaccharide
rafts in standard fluorescence microscopy experiments. (a) K1 capsular
rafts (labeled with anti-K1 conjugated with antimouse AF647, red)
emerge from E. coli cell labeled with
GFP (green). (b) Pixelated image used for subpixel tracking. Tracked
lyso-PG rafts are shown in yellow. The position of the E. coli outer membrane is shown by the green dotted
line. (c) and (d) show the mean square displacement (MSD) as a function
of lag time for times of 1 h and 1 h 30 min, respectively; different
colors show the results from individual K1 rafts. (e) Subdiffusive
power law coefficients, α (from the scaling of the mean square
displacement, ∼ τα, where τ is the lag time), with different times
after temperature upshifting. The scale bars are 1 μm on (a)
and (b).
dSTORM images of the capsular brush rafts after
temperature upshifting
from 20 to 37 °C. The nucleation and expansion of the capsular
brush rafts are shown in the sequential images (a) and (b). (c) shows
the rafts from three sequential times superposed. Red is the initial
time point (20 °C), yellow 10 min after temperature upshifting
(37 °C), and magenta 20 min after temperature upshifting (37
°C). The scale bars are all 1 μm. (d) Radius of gyration
(Rg) of the lyso-PG rafts as a function
of time after upshifting the temperature. The expansion process is
well described with a logistic function (red line). The error bars
are from repeat experiments and are due to variations of capsule emergence
on the bacterial cells.Despite the relatively low number of photons emitted and
the photobleaching
of the fluorophores that labeled the early capsular brush rafts, the
rafts could be observed with subdiffraction resolution after localization
and image reconstruction processes. In Figure a,b, the capsular brush rafts emerged in
different locations within a 10 min time difference and Figure c is a combined image after
30 min, developing from red (from t0 time
point), yellow (at t0 +10 min), and magenta
(at t0 +20 min). In addition to this emergence
of the lyso-PG rafts, the further expansion of capsular brush rafts
could be observed until the capsule completely covered the bacterium
(Figure d).
Discussion
To date, a few recent studies using the indentation of an AFM cantilever
have examined the nanomechanics of K. pneumoniae capsules to quantify their thickness and explored the influence
of fimbria on capsular brushes that induce biofilm formation.[29,60] These results confirm the morphological structure of these capsules
as polyelectrolyte brushes anchored on the lipid membranes. The current
super-resolution imaging experiments on live E. coli in a hydrated environment overcome many morphological artifacts
from sample preparation and cell damage found in other high-resolution
imaging techniques, such as in scanning electron microscopy and transmission
electron microscopy experiments.[16] By using
super-resolution fluorescence images, particle tracking, and AFM with
a large colloidal probe, the morphology and dynamics of bacterial
capsular brushes could be investigated in more detail than previously
possible.The bacterial capsule morphology found in super-resolution
images
(Figure c) reveals
details of how the capsular polysaccharide brush is organized with
a resolution beyond the diffraction limit. The variation of brush
density along the bacterial surface relates to the localization of
the membrane translocation proteins and enzymes (biosynthetic export
complexes) for capsular polysaccharide production that are arranged
at discrete points on the E. coli membranes.
Although mathematical models[26−28] for synthetic brushes have examined
the variation of polyelectrolyte brush heights attached to nanoparticles
as a function of surface curvature, we expect the capsular polysaccharide
brush to be independent of curvature due to its high grafting density,
large radius of curvature, and relatively short capsular polysaccharide
chains (in comparison to the radius of curvature). Thus, the height
differences in Figure e,f from the equatorial and the polar regions of the bacteria are
deduced to be predominantly due to different lengths of K1 capsularpolysaccharides and not their curvature or grafting density effects
(i.e., the surface density of lyso-PG chains). Specifically, the osmotic
brush model indicates that the lyso-PG chains are in fully stretched
conformations (see the SI: Figure S1) and
the chain size does not depend on membrane curvature or grafting density.
Thus, changes in the brush size measured on images are directly due
to changes in lyso-PG lengths.The morphology of polyelectrolyte
brushes anchored onto phospholipid
membranes can be described by the Pincus polyelectrolyte model for
an osmotic brush,[26] which uses a balance
of the osmotic pressure (fosm) with the
loss of entropy during its expansion. This model was extended by Zhulina
and Borisov,[28] who considered the capsular
brushes grafted onto a nanoparticle of small curvature (e.g., a bacterial
surface) with a high charge density (e.g., provided by the sialic
acid groups), and so the layer of counterions was much smaller compared
to the thickness of capsular brush (H). The compressive
pressure in the capsular brush tends to stretch the polymer chains
and is balanced by the osmotic pressure of the counterions inside
the brush, which giveswhere N is the degree of
polymerization of the chains, T is the temperature, H is the thickness of the polyelectrolyte brush, and α
is the charge fraction of the polyelectrolyte chains. Conveniently,
the thickness of the capsular polyelectrolyte brush can be calculated
independently of the tethering density of the capsular brush in this
osmotic brush regime usingwhere a is the monomer length.A single chain of K1 α-2,8
polysialic acid that is extended
from the point where its lyso-PG is anchored is shown in Figure together with a
polymeric blob model representation (the basis of the osmotic brush
model). We observed thicknesses from Figure a,c,d of 242 ± 18 nm for the average
areal approximation, 217 ± 29 nm for the equatorial region, and
238 ± 41 and 323 ± 62 nm for the bimodal polar regions.
These regions are highlighted in Figure . Thus, the number of monomers per chain
could be approximated as 200–300 units. This length of polymer
would predict a molecular weight closer to 70 kDa (chromatography
gave two fractions at 47 and 27 kDa, Figure ). This apparent discrepancy is likely a
consequence of the arrangement of the capsular polysaccharide on the
bacterial surface. Specifically, ionic bridges between the capsularpolysaccharide and the lipopolysaccharide molecules also decorate
the bacterial cell surface.[61] These interactions
will cause swelling of the capsule[62] and
hence the discrepancy in the perceived capsule width, as determined
via imaging and the actual molecular weight of the polysaccharide.
Previous studies have demonstrated that purified E.
coli K5 capsular polysaccharide also has two molecular
weight peaks.[63] This earlier observation
may now in part be explained by the observations in this paper in
terms of polar and equatorial distributions of E. coli capsular polysaccharides. This size difference of polysaccharide
from the poles to the equators of the cell may reflect differences
in the transport of the polysaccharide at these two sites in the cell
and different protein complexes involved in this polysaccharide biosynthesis.
Several reports on subcellular localization had explained how proteins
tend to gather around polar regions,[64] including
proteins involving in capsular biosynthesis.[65−67] Additionally,
a model in which polysaccharide export is initiated while biosynthesis
is still taking place means that slower transport could result in
increased polymer length before the molecule is finally extruded,
i.e., different reaction kinetics at the poles and the equators cause
the changes in the lyso-PG lengths. Further quantitative comparison
to the osmotic brush model is included in the Suppoting Information Figures S1 and S3 and additional information
on the biosynthesis is shown in Figure S7.
Figure 8
Schematic diagram of the polysaccharide anchored onto phospholipids
of the external bacterial membrane forming the K1 capsular lyso-PG
raft. A single type of K1 capsule anchored on lyso-PG is shown to
form a raft. The capsular brush rafts created at the polar and the
equatorial regions (the dashed circle/rectangle shows the different
regions of the capsular brush rafts) and then spread out to cover
the whole bacterial surface.
Schematic diagram of the polysaccharide anchored onto phospholipids
of the external bacterial membrane forming the K1 capsularlyso-PG
raft. A single type of K1 capsule anchored on lyso-PG is shown to
form a raft. The capsular brush rafts created at the polar and the
equatorial regions (the dashed circle/rectangle shows the different
regions of the capsular brush rafts) and then spread out to cover
the whole bacterial surface.In addition to noncontact observations using super-resolution
fluorescence
imaging of live bacterial cells, AFM with large spherical probes provides
insights into the nanomechanical properties of the capsular brushes.
The superior signal-to-noise ratio compared with the Strugnall AFM
studies[29,68] was attributed to the use of a colloidal
probe, which averages over a larger region of the capsule, effectively
increasing the measured signal. Not only could the data differentiate
between capsule-deficient and encapsulated strains of E. coli (in Figure a), four force regimes involved in the interaction
of the encapsulated bacteria could be determined (Table ).
Table 1
Force–Distance
Regimes Used
To Describe AFM Data in Figure ba
regimes
approximate fitting function
parameters
definition
(I) double layer
λD
Debye screening length (nm)
(II) osmotic brush
δL0 = exp(a1/b1)
the onset of linear compliance, capsule thickness: H ≈ 2δL0 (nm)
(III) Hertzian
E
Young’s
modulus (Pa)
(IV) Hookean
kbac
elastic
constant of bacteria cells (N/m)
A0 describes
the short-range van der Waals force (negligible when compared with
the electrostatic force in this scenario), A1 is the force magnitude for the long-range electrostatic interaction, d is the separation distance, d0 is used to correct the relative separation distance, a1 and b1 are the reduced parameters
of the full osmotic brush model for grafted polyelectrolyte brushes[29] (where ln(δ0L) = a1/b1), δ is the indented distance after probe
contact, c is the correction term of the indented
distance from a relative separation distance, R is
the effective radius (Rprobe, Rbac/(Rprobe + Rbac)), where Rprobe, Rbac are the radius of the probe and
the indented bacteria, respectively, and v is the
Poisson ratio of the bacterial cells, e.g., assumed equal to 0.5 as
a first approximation for an isotropic elastic solid.[60] The main parameters that we investigated were the bacterial
capsule thickness, the Debye screening length (λD), the effective Young’s modulus (Eeff), and the elastic constant of the K1 bacterial cells (k).
A0 describes
the short-range van der Waals force (negligible when compared with
the electrostatic force in this scenario), A1 is the force magnitude for the long-range electrostatic interaction, d is the separation distance, d0 is used to correct the relative separation distance, a1 and b1 are the reduced parameters
of the full osmotic brush model for grafted polyelectrolyte brushes[29] (where ln(δ0L) = a1/b1), δ is the indented distance after probe
contact, c is the correction term of the indented
distance from a relative separation distance, R is
the effective radius (Rprobe, Rbac/(Rprobe + Rbac)), where Rprobe, Rbac are the radius of the probe and
the indented bacteria, respectively, and v is the
Poisson ratio of the bacterial cells, e.g., assumed equal to 0.5 as
a first approximation for an isotropic elastic solid.[60] The main parameters that we investigated were the bacterial
capsule thickness, the Debye screening length (λD), the effective Young’s modulus (Eeff), and the elastic constant of the K1 bacterial cells (k).From the noncontact
regime to the contact regime (regime I, the
indentation of both the capsular brush and the bacterial membrane, eq , Table ), the Debye screening length (λD) was found to be equal to 39.4 ± 2.1 nm, which is the
length scale over which the electrostatics is felt. In regime II from
the compression of the brush, the bacterial capsule thickness was
approximated using δL0 = exp(a/b), which gave a total thickness (H) of 241 ±
34 nm (Table ). It
is assumed that the lower capsular brush in contact with the poly-l-lysine coating is completely collapsed, as observed in the
previous studies.[57] The bacterial capsule
thickness is in reasonably good agreement with the thickness of the
single component equatorial brush measured with dSTORM, i.e., 217
± 29 nm. In regime III, Young’s modulus was found to be
11.36 ± 0.22 kPa, indicating a soft effective modulus for the
compression of the membrane. In regime IV, the elastic constant was k = 4.14 ± 0.06 mN/m, which is related to the cell
turgor pressure. Although the spherical probe was large compared to
the size of the bacteria, identical force curves were observed after
several measurements, and so their reproducibility was good. See the
Suppoting Information Figure S3 for AFM
images of encapsulated bacteria.In addition to static morphological
observations, the dynamics
of bacterial capsular brush formation were investigated after temperature
upshifting from 20 to 37 °C. In Figure , the mean square displacements show that
the K1 capsular brush had low mobility and the rafts of the capsular
brush were unable to diffuse appreciably between regions of the bacterial
surface over time scales of bacterial capsular raft growth (∼114
nm displacement over 3 h). We conclude that the lyso-PGcapsular brushes
nucleate from the polysaccharide transport channels and then spread
over the bacterial surfaces, as additional material is pushed through
the channels, but their position remains closely correlated with that
of the original channels.[65] These results
on the low mobility of the capsule rafts are in good agreement with
separate fluorescence correlation spectroscopy experiments of our
group performed with a confocal microscope (including GFP-labeled
proteins in the synthetic pathway that act as raft nucleation sites)
and will be presented in more detail in the future.Considering
the rate of capsular brush expansion (Figure ), we calculated the increase
of the brush sizes using Rg, the radius
of gyration of the capsular brush raft. The number of lyso-PG translocation
channels (NABC) was relatively low at
∼10 channels (Figure S4) when lyso-PG
was produced after temperature upshifting. There was a slow growth
of bacterial capsule initially, and the full growth curve could be
described by a logistic model,i.e.,where the time constant
(t0) was 157 ± 18 min, Rg∞ is the radius of a fully formed capsule at long
times, and f is the steepness parameter. The smallest Rg that was included in this trend was 76.7 ±
11.2
nm, which was set by the resolution of the dSTORM technique. The bacterial
capsular brush rafts randomly emerged at positions on the bacterial
surfaces, around 30 min after temperature upshifting. However, due
to the low emission and photobleaching from the high power of the
dSTORM acquisition process, the very early stage rafts were omitted
from the analysis. The imaging buffer perturbed the growth of bacterial
cells (Figure S4), causing a substantial
decrease in proliferation at long time scales (>2 h). To reduce
this
problem, we replenished cells with M9 media and fresh imaging buffer
every hour to prevent the acidification process, reducing bacterial
division. Within these limitations, bacterial capsule expansion was
investigated, mainly focusing on the later-stage development of large
rafts. The bacteria can switch from no capsule to fully covered capsules
within 3 h. In addition to the rate of bacterial capsule production,
the polysaccharide translocation channels are important for creating
a relatively uniform capsule that covers the whole bacterium. We observed
a random distribution of the nucleation of capsular biosynthesis on
the bacterial surfaces,[65,69] which also occurred
at the septum when the bacteria divided.[67]A number of fundamental questions still exist on the export
of
the K1 capsular polysaccharides through the two external membranes
of Gram-negative bacteria (SI 6). More
work is needed to understand the polymer translocation of large capsularpolysaccharide molecules from their site of synthesis in the cytoplasm
through the external membranes onto the cell surface, which is likely
to involve a multiprotein complex.[8,9,13,15] Treatments could be
found to compromise the steric potential created by the capsular brushes
and thus help the immune system to combat an infection more quickly,
e.g., the addition of multivalent cations. It would also be useful
to employ genetic synthetic biology techniques to modulate the size
of the capsular brush to create a quantitative model of capsular physiology.
Conclusions
K1 bacterial capsules labeled with anti-K1 antibodies allowed the
characterization of capsular polysaccharide polydispersity, using
super-resolution fluorescence microscopy (dSTORM) with graphene oxide-coated
coverslips. The distribution of capsule thicknesses varied with localization
on different regions of the bacterial surfaces. Capsular polysaccharide
brushes were longer at the poles than at the equator of the bacterial
cells by a factor of 49%. The capsular brush could be indented by
a large spherical probe attached to an AFM to determine the nanomechanical
properties of the bacterial capsule, and results were in agreement
with dSTORM images based on the osmotic brush model for the steric
forces created by a polyelectrolyte brush.For dynamic investigations,
capsular brushes emerged from a few
tens of capsular biosynthesis channels to cover whole bacterial cells
during their growth. The capsular polysaccharides could be rapidly
labeled after transportation to the bacterial surface. Super-resolution
fluorescence microscopy provides the noninvasive observation of live
bacteria that could visualize dynamic events during lyso-PG raft production
when the rafts emerged from their channels on the E.
coli surfaces.
Authors: Clodagh McNulty; James Thompson; Brendan Barrett; Liz Lord; Christian Andersen; Ian S Roberts Journal: Mol Microbiol Date: 2006-02 Impact factor: 3.501
Authors: Jorge A M de Sousa; Amandine Buffet; Matthieu Haudiquet; Eduardo P C Rocha; Olaya Rendueles Journal: ISME J Date: 2020-07-30 Impact factor: 11.217