Ping Li1, Mareike Müller1, Matthew Wook Chang2,3, Martin Frettlöh4, Holger Schönherr1. 1. Physical Chemistry I and Research Center of Micro and Nanochemistry and Engineering (Cμ), Department of Chemistry and Biology, University of Siegen , Adolf-Reichwein-Str. 2, 57076 Siegen, Germany. 2. Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore , 14 Medical Drive, Singapore 117599, Singapore. 3. NUS Synthetic Biology for Clinical and Technological Innovation (SynCTI), Life Sciences Institute, National University of Singapore , 28 Medical Drive, Singapore 117456, Singapore. 4. Quh-Lab Food Safety, Siegener Str. 29, 57080 Siegen, Germany.
Abstract
Quorum sensing, in which bacteria communities use signaling molecules for inter- and intracellular communication, has been intensively studied in recent decades. In order to fabricate highly sensitive easy-to-handle point of care biosensors that detect quorum sensing molecules, we have developed, as is reported here, reporter bacteria loaded alginate-methacrylate (alginate-MA) hydrogel beads. The alginate-MA beads, which were obtained by electrostatic extrusion, were reinforced by photo-cross-linking to increase stability and thereby to reduce bacteria leaching. In these beads the genetically engineered fluorescent reporter bacterium Escherichia coli pTetR-LasR-pLuxR-GFP (E. coli pLuxR-GFP) was encapsulated, which responds to the autoinducer N-(3-oxododecanoyl)homoserine lactone secreted by Pseudomonas aeruginosa. After encapsulation in alginate-MA hydrogel beads with diameters in the range of 100-300 μm that were produced by an electrostatic extrusion method and rapid photo-cross-linking, the E. coli pLuxR-GFP were found to possess a high degree of viability and sensing activity. The encapsulated bacteria could proliferate inside the hydrogel beads, when exposed to bacteria culture medium. In media containing the autoinducer N-(3-oxododecanoyl)homoserine lactone, the encapsulated reporter bacteria responded with a strong fluorescence signal due to an increased green fluorescent protein (GFP) expression. A prototype dipstick type sensor developed here underlines the potential of encapsulation of viable and functional reporter bacteria inside reinforced alginate-methacrylate hydrogel beads for whole cell sensors for bacteria detection.
Quorum sensing, in which bacteria communities use signaling molecules for inter- and intracellular communication, has been intensively studied in recent decades. In order to fabricate highly sensitive easy-to-handle point of care biosensors that detect quorum sensing molecules, we have developed, as is reported here, reporter bacteria loaded alginate-methacrylate (alginate-MA) hydrogel beads. The alginate-MA beads, which were obtained by electrostatic extrusion, were reinforced by photo-cross-linking to increase stability and thereby to reduce bacteria leaching. In these beads the genetically engineered fluorescent reporter bacterium Escherichia coli pTetR-LasR-pLuxR-GFP (E. coli pLuxR-GFP) was encapsulated, which responds to the autoinducer N-(3-oxododecanoyl)homoserine lactone secreted by Pseudomonas aeruginosa. After encapsulation in alginate-MA hydrogel beads with diameters in the range of 100-300 μm that were produced by an electrostatic extrusion method and rapid photo-cross-linking, the E. coli pLuxR-GFP were found to possess a high degree of viability and sensing activity. The encapsulated bacteria could proliferate inside the hydrogel beads, when exposed to bacteria culture medium. In media containing the autoinducer N-(3-oxododecanoyl)homoserine lactone, the encapsulated reporter bacteria responded with a strong fluorescence signal due to an increased green fluorescent protein (GFP) expression. A prototype dipstick type sensor developed here underlines the potential of encapsulation of viable and functional reporter bacteria inside reinforced alginate-methacrylate hydrogel beads for whole cell sensors for bacteria detection.
Biosensors are generally defined as integrated
analytical devices,
which convert biological recognition events related to environmental
changes or target analytes into a measurable signal.[1] Biosensors offer rapid and on-site/point-of-care detection
and have been widely used for monitoring environment pollutants, chemical
substances, traces of toxins, and hormones in the field of environmental
monitoring, food safety, health care, and biomedicine. In this context
also biological or biologically derived sensing elements, such as
enzymes, antibodies, DNA, and whole cells, have been used as biosensors.[2] Among them, living cells and especially genetically
engineered microorganisms have shown advantages as biosensors. After
genetic modification, the microorganism can produce reporter proteins
under a promoter’s transcriptional control in a dose-dependent
fashion in response to the presence of target compounds.[3] Thereby, whole-cell biosensors can provide a
desirable signal output with very high sensitivity and selectivity.
Whole-cell biosensors are a good alternative to enzyme- or antibody-based
biosensors, since microbial cells can be grown rapidly at low cost,
require little maintenance, and exhibit high selectivity.Traditionally,
whole bacteria cell biosensors are optimized to
produce electric currents, heat, chromogens, or luminescence or fluorescence
signals transcriptionally regulated via promotors that are naturally
activated when exposed to chemicals or environmental physical stresses.[4] Quorum sensing, in which bacteria use small signaling
molecules called autoinducers to regulate their gene expression in
response to e.g. fluctuations of bacteria population density, is an
attractive mechanism for whole cell sensing. Gram-negative bacteria
mainly use N-acylhomoserine lactones (AHLs), while
Gram-positive bacteria often use oligopeptides for the population-dependent
interbacteria communication.[5] Quorum sensing
is involved in several physiological processes, such as symbiosis,
production of antibiotics, motility, conjugation, and biofilm formation.
In particular, the adherence of bacteria and their formation of biofilms
possess great impact in ecology, medicine, and industry. For example,
the biofilm formation of the Gram-negative bacterium Pseudomonas
aeruginosa (P. aeruginosa) and the accompanying
increase in antibiotic resistance may cause acute and chronic infections.[6] Thus, the detection of early stages of biofilm
formation is an important target for point of care bacteria growth
monitoring.Poh et al. have reported on a genetically engineered Escherichia
coli (E. coli) carrying a synthetic genetic
system, which comprises quorum sensing, killing, and lysing devices,
that enables E. coli to sense and eradicate pathogenic P. aeruginosa strains.[7] The E. coli pTetR-LasR-pLuxR-GFP (E. coli pLuxR-GFP)
exhibiting an AHL sensing device has been verified to possess an optimal
sensing activity approximately in the concentration range of AHLs
secreted by P. aeruginosa.[7] In order to maintain both viability and activity of these engineered E. coli pLuxR-GFP in otherwise detrimental environmental
conditions (e.g., pH, heat, and toxic compounds) and to separate the
sensor bacteria from the surrounding media for easy handling, bacteria
were, as reported here, encapsulated into hydrogel microbeads to form
a robust biosensing element.Related hydrogel-based capsules
and beads, composed of water-swollen
three-dimensionally cross-linked polymeric networks, have been extensively
studied for the encapsulation of living cells to retain cell viability
and functionality.[8,9] Alginate, as an anionic polysaccharide
with a linear copolymer composed of 1 → 4 linked β-d-mannuronic acid (M) and α-l-guluronic acid
(G),[10] can be cross-linked via the interaction
between the carboxylic acid groups of the alginate and divalent ions
like Ca2+. The corresponding rapid and nondetrimental cell
encapsulation process has made alginate the most commonly used material
for bioencapsulation. For instance, viable lactic acid bacteria[11] and Lactobacillus plantarum(12) have been embedded in alginate beads.
However, the ionic cross-linking is easily broken by cationic scavengers,
such as the nongelling cations sodium, or chelators, such as citrate.
Hence, as-prepared beads may suffer from insufficient stability, poor
mechanical properties, and noncontrollable permeability, the modification
of alginate systems has attracted considerable attention. Several
covalent cross-linking strategies, including photo-cross-linking,
have been utilized instead of ionic cross-linking;[13] e.g., alginate functionalized with 2-aminoethyl methacrylate[14] or with methacrylate groups was polymerized
by photo-cross-linking.[15] Up to date, most
of the studies are aim for eukaryotic cells encapsulation.Here
we report on the development of reporter E. coli pLuxR-GFP
loaded alginate-based hydrogel microbeads for the detection
of bacteria via their secreted autoinducers that were reinforced by
photo-cross-linking to prevent bacteria leaching (Figure ). Apart from the systematic
investigation of the impact of ionic and covalent cross-linking on
the swelling properties, the viability, bacteria escape, and functionality
of the encapsulated reporter E. coli pLuxR-GFP were
investigated, in particular in sensing N-(3-oxododecanoyl)homoserine
lactone (3OC12HSL), an autoinducer secreted by P. aeruginosa, via the autoinducer-triggered expression
of green fluorescent protein (GFP).
Figure 1
Schematic of reporter bacterium E. coli pTetR-LasR-pLuxR-GFP[7] loaded alginate-based hydrogel microbeads and
the autoinducer-triggered expression of green fluorescent protein
(right). The alginate-based hydrogel beads were fabricated using the
electrostatic extrusion method (left: schematic of the electrostatic
extrusion setup used for microscale bead formation). Ionic cross-linking
and photo-cross-linking were involved in bead formation and reinforcement,
respectively.
Schematic of reporter bacterium E. coli pTetR-LasR-pLuxR-GFP[7] loaded alginate-based hydrogel microbeads and
the autoinducer-triggered expression of green fluorescent protein
(right). The alginate-based hydrogel beads were fabricated using the
electrostatic extrusion method (left: schematic of the electrostatic
extrusion setup used for microscale bead formation). Ionic cross-linking
and photo-cross-linking were involved in bead formation and reinforcement,
respectively.
Experimental
Section
Materials
Alginic acid sodium salt, glycidyl methacrylate,
triethylamine, tetrabutylammonium bromide, calcium chloride
hexahydrate, sodium chloride, 2-hydroxy-4′-(2-hydroxyethoxy)-2-methylpropiophenone
(Irgacure 2959), hexamethyldisiloxane, Trizma base, Fluoresceinamine
isomer I, N-(3-(dimethylamino)propyl)-N′-ethylcarbodiimide hydrochloride (EDC), N-hydroxysulfosuccinimide sodium salt (Sulfo-NHS),
2-(N-morpholino)ethanesulfonic acid (MES) hydrate,
and N-(3-oxododecanoyl)homoserine lactone were
purchased from Sigma-Aldrich and used without further purification.
Hydrochloric acid was purchased from Fisher Chemical. N-Dodecanoyl-l-homoserine lactone-3-hydrazone fluorescein
was purchased from Biomol. Luria-Bertani medium (LB broth) and LB
agar were purchased from Carl Roth (Germany). Throughout the whole
study, Milli-Q water drawn from a Millipore Direct Q8 system with
Millimark Express 40 filter (Merck, Germany) was used.
Alginate–Methacrylate
Synthesis
Photopolymerizable
methacrylate groups were added to alginate to yield alginate–methacrylate
(alginate-MA) via glycidyl methacrylate reaction. Briefly, 1.00 g
of alginic acid sodium salt was dissolved in 100 mL of Milli-Q water
to form a 1% w/v solution at 25 °C; 2.2 mL of triethylamine,
4.4 mL of glycidyl methacrylate, and 2.2 g of tetrabutylammonium
bromide were added sequentially and carefully mixed before the next
component was added. The reaction was conducted at 25 °C for
24 h, followed by 1 h reaction at 60 °C. Then the clear solution
was precipitated in an excess amount of acetone (20 times the volume
of reaction solution) twice to remove excess reactants.
Synthesis of
Fluorescein-Labeled Alginate–Methacrylate
10 mg of
alginate-MA was dissolved in 10 mL of MES buffer (50 mM
MES, 50 mM NaCl, pH 6.5) to form a 0.1 wt % alginate-MA solution.
0.25 mM EDC and 0.25 mM Sulfo-NHS were added, and the solution was
stirred at 25 °C for 2 h before adding 0.25 mM fluoresceinamine.
The reaction mixture was stirred at 25 °C for 18 h. Then the
solution was transferred to dialysis membranes (molecular weight cutoff:
3500 Da, Spectrum Laboratories) and dialyzed against Milli-Q water
at 25 °C for 3 days (9 times water exchange) in the dark. Finally,
the fluorescein-labeled alginate solution was freeze-dried and kept
at 4 °C in the dark before use.
Hydrogel Microbead Formation
0.2 g of alginate-MA was
suspended in 10 mL of Tris buffer (10 mM Tris, pH 8.5) in a septum-capped
glass vial at 25 °C and shaken until it was fully dissolved to
form a 2 wt % alginate-MA solution. Then 0.01 g of the photoinitiator
Irgacure 2959 was added. This solution was transferred into a syringe
(1 mL, B. Braun Melsungen AG, Germany). Care was taken to avoid the
formation of air bubbles. Then the solution in the syringe was extruded
through a 27G blunt end needle (B. Braun Melsungen AG, Germany, o.d.
= 0.4 mm, i.d. = 0.2 mm) into 100 mM CaCl2 gelling solution
that contained 0.1 wt % Irgacure in Tris buffer using a home-built
syringe pump. An electric potential between 1.0 and 6.5 kV was applied
by a high voltage unit (HCN14-6 500, FuG Elektronik GmbH) with the
needle connected to the positively charged electrode. For alginate-MA
beads, the beads in the gelling solution were exposed to UV irradiation
(CL-1000 series UV cross-linker, with CL-1000L Model 365 nm UV tubes,
5 × 8 W, UVP, UK) for 5 min, and after UV irradiation the beads
were kept in gelling solution for another 10 min hardening. For alginate
beads, the beads were kept in gelling solution for 15 min to harden.
The diameters of at least 50 randomly chosen microbeads were measured
using Zen imaging software from the images taken with an optical microscope
(Primo Vert light microscope, Carl Zeiss, Germany). Fluorescence microscopy
images of fluorescein-labeled alginate-MA beads in CaCl2 solution were taken with an Axiovert 135 fluorescence microscope
(Carl Zeiss, Germany). The average diameters and standard deviations
were calculated from the measured data. Alginate beads were prepared
using the same procedure as described above for alginate-MA except
no Irgacure 2959 was used for alginate beads.
Hydrogel Microbead Swelling
Test
The swelling behavior
was investigated by measuring the size of the microbeads after various
incubation times in different solutions. Alginate and alginate-MA
beads were immersed in 0.9 wt % NaCl, 2 mM, 20 mM, and 100 mM CaCl2 as well as in 5 mM and 50 mM sodium citrate solution, respectively.
The diameters of at least 50 randomly chosen microbeads were measured
using optical microscopy after different time periods, and the average
diameters and standard deviations were calculated. The swelling ratio
(SR) is defined asand was calculated by determining
the mean
value of microbead diameter at time t, D, according toHere D0 denotes
the mean value of microbead diameter at time 0, V is the calculated volume of microbeads
at time t, and V0 is
the calculated volume of microbeads at time 0.
Hydrogel Microbead Stability
Tests
The hydrogel microbeads
were immersed in 0.9 wt % NaCl or 100 mM CaCl2 solution
and then kept at 37 °C for 1, 3, 7, 14, or 35 days. After each
time interval, the microbeads were filtered using cell strainers (mesh
size 40 μm, Corning Incorporated, USA), washed with Milli-Q
water, dried at 37 °C, and weighted. The average values of three
measurements were taken for each sample, and the maintain weight percentage
at time t is defined as follows:where W is the dry weight of degraded microbeads
at time t and W0 is the
dry weight of microbeads
at time 0.
Hydrogel Microbead Permeability Tests
The permeability
of the microbeads was studied by measuring the diffusion of N-dodecanoyl-l-homoserine lactone-3-hydrazone-fluorescein
(FITC-AHL) into the hydrogel beads. 0.3 mg of alginate-based beads
in 1 mL of CaCl2 Tris buffer (100 mM) was filtered using
cell strainers, and excess water was absorbed using filter paper before
they were immersed into 1 mL of FITC-AHL Tris solution (1.0 ×
10–5 mol/L) for 1, 2, 3, 5, or 10 min. The FITC-AHL
concentration of the supernatant was monitored. Beads were filtered
and immersed into 1 mL of 50 mM sodium citrate solution to release
FITC-AHL inside beads. The concentration of the released FITC-AHL
was determined using a microplate reader (Tecan SAFIRE, Tecan, Switzerland)
with a black flat-bottom 96-well plate (Greiner Bio-one, Germany).
Fluorescence intensity vs concentration standard curves of FITC-AHL
in Tris buffer and 50 mM sodium citrate solution were studied and
plotted.
Microencapsulation of E. coli PLuxR-GFP
All cells involved in encapsulation and characterization experiments
were Escherichia coli TOP10 pTetR-LasR-pLuxR-GFP[7] (E. coli pLuxR-GFP as abbreviation)
without further genetic modification. The glycerol stock was stored
at −80 °C. Stocks were streaked and diluted onto LB agar
plates containing 100 μg/mL ampicillin. Plates were incubated
overnight at 37 °C to form colonies and stored at 4 °C for
less than 1 month. A single colony of E. coli pLuxR-GFP
was cultivated in 5 mL of LB broth supplemented with ampicillin (100
μg/mL) for 16 h in a shaking incubator (MaxQ 4000 benchtop orbital
shaker, Thermo Scientific, USA) at 37 °C and 200 rpm to reach
the exponential growth phase (OD600 ≈ 0.5). 1 mL
cell suspension was pelleted in a sterilized Eppendorf snap-cap microcentrifuge
tube by centrifugation for 10 min at 5000g (microcentrifuge,
Micro Star 17, VWR, USA), and the supernatant was discarded. The solutions
were sterilized using 0.22 μm Millex-GS filter (Carl Roth, Germany).
The cells were resuspended in 1 mL of 2 wt % alginate solution or
1 mL of 2 wt % alginate-MA solution with 0.1 wt % Irgacure 2959. The
bacteria–polymer suspension was transferred into a 1 mL syringe
and extruded at electric potential difference of 6.0 kV through a
27G blunt end needle into a 100 mM CaCl2 gelling solution
with or without 0.1 wt % Irgacure 2959. The formed microbeads were
rinsed with sterile Tris buffer (10 mM Tris, pH 8.5) before being
transferred to LB broth, followed by culturing in a shaking incubator
at 37 °C and 200 rpm. The microbead diameters were measured using
optical microscopy.
Encapsulation Efficiency
The encapsulation
efficiency
was calculated as follows:where Nbead is
the number of bacteria in the hydrogel beads (without UV irradiation),
and Nprecursor is the number of bacteria
before encapsulation; both are expressed as colony-forming unit (cfu)/mL.
The number of bacteria in the hydrogel beads was evaluated as follows:
The hydrogel beads were first separated from the gelling bath solution
via a cell strainer and washed with excess 100 mM CaCl2 six times to remove free bacteria. Then the hydrogel beads were
disrupted and dissolved using a sterile 50 mM sodium citrate solution
for 15 min with gentle shaking. The solution obtained was serially
diluted in Ringer’s solution, and the number of bacteria was
evaluated by counting the colonies on LB agar plates after incubation
at 37 °C for 24 h.
Bacteria Live/Dead Staining
After
separating the microbeads
from the culture media via filtration (Cell strainer, 40 μm
mesh, Corning), 200 μL of fresh LB broth with 20 μg/mL
propidium iodide (PI) and 100 μg/mL fluorescein diacetate (FDA)
were added to resuspend the beads. After incubation in the dark at
25 °C for 5 min, the beads were filtered using the 40 μm
mesh filter and washed with fresh LB broth to remove excess dye. The
labeled samples embedded on a microscope slide (VWR, Germany) with
a marking film (depth 0.25 mm, Carl Roth, Germany) and sealed with
a glass cover (Menzel-Gläser, Germany) and Rotiseal (Carl Roth,
Germany) to avoid evaporation were analyzed under an inverted fluorescence
microscope (Axiovert 135, Carl Zeiss, Germany). The number of live
and dead bacteria was counted using ImageJ.
Determination of Bacteria
Density in the Beads
The
growth of bacteria inside the microbeads over time was evaluated.
The 0.3 mg alginate-based beads were suspended in 8 mL of LB medium
and incubated at 37 °C. After 2, 4, 6, and 24 h culture, the
number of bacteria inside beads was evaluated as above-described via
counting the number of colonies formed on LB agar plates (plate count
method). The data shown are the mean of three independent experiments.
Bacteria viability in the hydrogel beads during storage at 4 °C
was investigated via live/dead staining and CFU tests.
Leaching Tests
and Proliferation of Encapsulated Bacteria
Alginate and alginate-MA
beads were separated from suspension via
filtration (Cell strainer, 40 μm mesh, Corning) and washed with
excess 20 mM CaCl2 solution at least 4 times to remove
nonencapsulated bacteria. The washing solution was collected and poured
on agar plates. The agar plates were incubated at 37 °C for 24
h. The number of bacteria in the washing solution was evaluated by
counting the colonies on LB agar plates. The alginate and alginate-MA
beads were resuspended in fresh LB medium and stored at 37 and 4 °C,
respectively. The bead concentration was about 9000 beads/mL. For
storage at 37 °C, the suspension was separated from beads via
filtration (Cell strainer, 40 μm mesh, Corning) after 2, 4,
and 6 h incubation. The bead-free suspension was serially diluted
in Ringer’s solution, and the number of bacteria was evaluated
by counting the colonies on LB agar plates after incubation at 37
°C for 24 h. For storage at 4 °C, the number of bacteria
in the suspension was evaluated as described above after 1, 3, 14,
and 35 days incubation.
Scanning Electron Microscopy (SEM) Study
Alginate-MA
beads were fixated using glutaraldehyde (1.5%) and paraformaldehyde
(3%) in DPBS (Dulbecco’s phosphate-buffered saline with calcium
and magnesium, Life Technologies, 1× dilution) for 2 h at 4 °C.
Then the beads were dehydrated in an ethanol/water mixture at ethanol
concentrations of 30%, 50%, 70%, 80%, 90%, and 95% for 15 min each
and 100% for three times 15 min each. Dehydrated samples were then
submerged completely in distilled hexamethyldisiloxane (HMDS)
twice for 10 min followed by air-drying. Samples were sputter-coated
with a thin layer of gold (∼10 nm thickness) and images obtained
using a field emission scanning electron microscope (ZEISS ultra-55,
Germany).
Characterization of E. coli PLuxR-GFP Sensing
in Alginate-Based Beads via AHL-Assay
The fluorescence intensity
due to the GFP expression was monitored in the presence of 1.0 ×
10–5, 1.0 × 10–6, and 1.0
× 10–7 mol/L N-(3-oxododecanoyl)homoserine
lactone. Planktonic bacteria and bacteria encapsulated inside the
alginate-based beads were mixed with LB broth and transferred in triplicate
aliquots of 200 μL for induction with 3OC12HSL into
a transparent, flat-bottom 96-well plate. The plate was incubated
in a shaking incubator at 37 °C and 200 rpm. After every 30 min,
the OD600 and the fluorescence intensity were recorded
using a microplate reader. The OD600 and the fluorescence
intensity of LB medium were used as background.
Fabrication
of Dipstick Type Biosensor
A dipstick type
biosensor was fabricated by entrapping reporter bacteria loaded alginate-MA
beads into a transparent poly(ethylene glycol) (PEG)-based hydrogel
film (30 mm × 10 mm × 5 mm). After the beads had formed
in the gelling bath, as described in Hydrogel Microbead
Formation section, the beads were filtered and resuspended
in LB medium with 0.1% Irgacure 2959 and 10 wt % poly(ethylene glycol)
diacrylate (Mn= 575
g/mol, Sigma-Aldrich). Then the bead–precursor system was exposed
to UV irradiation for 5 min. The formed hydrogels were cut with scalpel
to the desired dimensions.
Results and Discussion
Alginate-MA
Hydrogel Beads
Photo-cross-linkable alginate
(alginate-MA) was prepared using glycidyl methacylate, as shown in Figure , according to the
method described by Leach et al.[16] Ionic
cross-linking, due to the rapid reaction speed, was used in electrostatic
extrusion process for beads formation, while photo-cross-linking,
due to the irreversible covalent bonding, was used to increase the
stability of beads (Figure ). The photo-cross-linking accelerates the stabilization of
the fabricated alginate beads under mild conditions compared to the
known thermal route reported by Wang et al. for the encapsulation
of eukaryotic cells.[15] An excess of glycidyl
methacrylate with respect to alginate was used because of the poor
solubility and hydrolysis in aqueous medium. Two reactions occurred,
including a reversible transesterification through the primary group
and an irreversible ring-opening conjugation through the carboxylic
acid group.[17,18]
Figure 2
Methacrylation of alginate by reaction
with glycidyl methacrylate.
The two competing pathways of transesterification and ring-opening
may occur.
Methacrylation of alginate by reaction
with glycidyl methacrylate.
The two competing pathways of transesterification and ring-opening
may occur.Because of the short reaction
time used here, both ring-opening
and transesterification reactions occurred. The formation of the products
in the alginate-MA reaction was confirmed by 1H NMR spectroscopy
(Supporting Information part 1). Resonances
at 5.65, 6.09, and 1.83 ppm verified the presence of methylene and
methyl protons (CHaHb=C(CH3)−) coupled to the grafted methacrylate. The degree of substitution
is defined as the amount of methacrylate groups per guluronic acid
repeat unit and was calculated from the relative integrals of the
signals for the methacrylate protons and the protons of guluronic
acid (4.94 and 4.34 ppm).[13,14,19,20] The degree of substitution was
calculated as 10%. A higher degree of substitution (∼25%) can
be achieved by increasing the ratio of glycidyl methacrylate and alginate,
reaction time, or by using dimethylformamide as a cosolvent (data
not shown).Electrostatic extrusion, which is conducted under
mild conditions
without using high temperatures or organic solvents,[21,22] was used for microscale beads formation. As shown in Figure , a syringe pump was used to
deliver the polymer solution to the end of a needle. An electric potential
was applied between the needle and the gelling solution. The generated
electric field causes mobile ions in the polymer solution to accumulate
near the surface of the pendant meniscus. At sufficiently high electric
fields, the electrostatic stress overcomes the capillary tension,
and a jet of drops is formed to expel some portion of the surface
charge (Rayleigh limit).[23] An optical microscopy
image of 2 wt % alginate-MA beads formed at electric potential of
6.0 kV is shown in Figure a. The effect of the applied voltage was investigated by a
comparison of the bead sizes. Figure b shows that the bead diameter decreased from 2.3 mm
to less than 200 μm with increasing the applied electric potential U up to the critical electric potential, Uc. Uc is characterized by
surface tension of the polymer solution at U = 0
and the internal diameter of the needle.[24] By increasing the applied electric potential from 3.0 to 6.0 kV,
the shape of formed hydrogel beads became more regular and uniform
(the coefficient of variance decreased from 20% to 5%, Supporting Information part 2). Photochemically
cross-linked alginate-MA beads had similar diameter distributions
as neat alginate beads formed under the same conditions, which indicates
that the substitution of alginate with methacrylic acid as well as
the polymerization did not influence the bead formation markedly.
At an electric potential of 6.0 kV, 2% w/v alginate-MA formed hydrogel
beads exhibit an average diameter around 184 μm and 3.2% coefficient
of variance (Figure a), and the circularity 4πA/P2 was 0.92 ± 0.02 (where A represents
the projected bead area and P the bead perimeter
observed by optical microscopy). With increasing polymer concentration,
the bead diameter was observed to increase. For 1 and 4 wt % alginate-MA,
the average diameters were 140 and 200 μm, respectively (Figure c). The circularity
4πA/P2 calculated
from the optical microscopy images was 0.90 ± 0.03 for 1 wt %
alginate-MA beads and 0.95 ± 0.04 for 4 wt % alginate-MA beads.
Figure 3
(a) Optical
microscopy image of 2 wt % alginate-MA beads at electric
potential of 6.0 kV. (b) Plot of bead diameters for 2 wt % alginate
and alginate-MA for different applied electric potential; the data
are presented as arithmetic mean ± standard deviation calculated
from at least three replicates. (c) Bead diameter distribution of
1, 2, and 4 wt % alginate-MA at electric potential of 6.0 kV. (d)
Fluorescence microscopy image of 2 wt % fluorescein-labeled alginate-MA
beads; beads were formed at electric potential of 6.0 kV.
(a) Optical
microscopy image of 2 wt % alginate-MA beads at electric
potential of 6.0 kV. (b) Plot of bead diameters for 2 wt % alginate
and alginate-MA for different applied electric potential; the data
are presented as arithmetic mean ± standard deviation calculated
from at least three replicates. (c) Bead diameter distribution of
1, 2, and 4 wt % alginate-MA at electric potential of 6.0 kV. (d)
Fluorescence microscopy image of 2 wt % fluorescein-labeled alginate-MA
beads; beads were formed at electric potential of 6.0 kV.Alginate-MA was also fluorescently labeled by conjugation
with
fluoresceinamine for polymer distribution characterization. The bead
size distribution was first investigated using fluorescence microscopy.
Fluorescently labeled alginate beads possess a similar size distribution
and shape as nonlabeled beads (Figure d and Supporting Information part 3), which indicates that the comparatively low labeling ratio
had insignificant influence on the bead formation process. The distribution
of labeled alginate-MA in the beads was examined with confocal laser
scanning microscopy. Images were obtained by scanning through a section
of the beads. As shown in Supporting Information part 4, in the absence of nongelling ions, the fluorescence intensity
of the polymer at the surface was about 20% ± 5% higher than
that in the center. This is in accordance with previously reported
observations for alginate beads.[25−27] This gradient is attributed
to the rapid and virtually irreversible gelling characterized by strong
binding of the carboxylate groups of the alginate with the cross-linking
Ca2+ ions and therefore a gradient in cross-linking density.
A higher polymer concentration leads to a higher local concentration
of pendant methacrylic acid groups for photopolymerization and therefore
ultimately higher cross-linking density.
Swelling and Stability
of Hydrogel Beads
Since the
alginate gelling via Ca2+ can be reversed by removing the
divalent cations, the hydrogel network is destabilized with time.
To investigate this effect, the swelling ratios of alginate-based
beads in sodium citrate (5 mM) and sodium chloride solution (0.9 wt
%) were evaluated for 35 days. From the circularity calculated from
optical microscopy images of beads and SEM images of dried alginate-MA
beads (Supporting Information part 5),
the volume swelling ratios of beads were calculated based on the assumption
that beads were spheres. Alginate and alginate-MA beads swelled, but
remained intact, since such low ion concentrations only slightly weaken
the polymer network.Figure a shows that the alginate beads swelled fast for the
first 2 h and reached equilibrium within 24 h in both citrate and
sodium chloride solution. The equilibrium swelling ratio (ESR) of
alginate beads was 170% ± 60% and 65% ± 10% for 5 mM citrate
and 0.9 wt % NaCl, respectively. Conversely, alginate-MA beads reached
swelling equilibrium in 2 h with an ESR of ∼20% for both solutions.
For long periods of incubation, the swelling ratio of the beads slightly
decreased, which may be due to the dissolution of some lose polymer
chains. The behavior of alginate-based beads in solutions with different
calcium concentration is shown in Supporting Information part 6.
Figure 4
(a) Swelling ratio of alginate and alginate-MA beads in 5 mM sodium
citrate and 0.9 wt % NaCl solution vs time. The data are presented
as arithmetic mean ± standard deviation calculated from at least
50 randomly chosen microbeads from microscopy images. (b) Ratio between
dried bead weight at time t and dried bead weight
at time 0 in 0.9 wt %, 1.8 wt %, and 5 mM citrate solution. The solution
was changed at every measured time point. The data are presented as
arithmetic mean ± standard deviation calculated from at least
three technical replicates.
(a) Swelling ratio of alginate and alginate-MA beads in 5 mM sodiumcitrate and 0.9 wt % NaCl solution vs time. The data are presented
as arithmetic mean ± standard deviation calculated from at least
50 randomly chosen microbeads from microscopy images. (b) Ratio between
dried bead weight at time t and dried bead weight
at time 0 in 0.9 wt %, 1.8 wt %, and 5 mM citrate solution. The solution
was changed at every measured time point. The data are presented as
arithmetic mean ± standard deviation calculated from at least
three technical replicates.Hydrogel beads swelled in 2 mM CaCl2 but shrank
at higher
concentration (20 and 100 mM) after immersion for 1 day. The shrinking
in volume may be due to the rearrangement of alginate chains to form
a more rigid network and the osmotic pressure. Alginate beads showed
higher ESR in chelation (citrate) or nongelling ions (Na+) solution than in CaCl2 solutions of different concentration.
These observations indicate that the properties of ionically cross-linked
alginate beads are influenced by the incubation medium. By contrast,
alginate-MA beads exhibited limited swelling with swelling ratios
not exceeding 30% in 0.9 wt % NaCl, 5 mM sodium citrate, and CaCl2 solutions, which indicates that the swelling properties are
mainly governed by the covalent cross-linking.The stability
of the hydrogel beads was studied gravimetrically
(Figure b). After
each measurement, fresh incubation media was added. After changing
5 mM sodium citrate solution 3 times, or 1.8 wt % NaCl solution 5
times, or 0.9 wt % NaCl solution 6 times, the alginate beads were
totally dissolved. By contrast, the cross-linked alginate-MA beads
remained partially stable even after 6 times media changes independent
of the medium. These data are evidence in support of a significant
reinforcement of the hydrogel by the photochemically introduced cross-links.
The increased cross-link density is thus directly translated to a
reduced swelling ratio and increase stability.
Permeability of Hydrogel
Beads for AHLs
The uptake
of AHL autoinducers into the alginate-based hydrogel beads was studied
by investigating the uptake of a model molecule N-dodecanoyl-l-homoserine lactone-3-hydrazone-fluorescein
(FITC-AHL). Figure shows that the concentration of FITC-AHL in the solution decreased
and the concentration of FITC-AHL in the beads increased already within
1 min and reached a plateau (diffusion equilibrium) after 2 min, which
indicated that FITC-AHL could penetrate into both alginate and alginate-MA
beads within minutes. The rapid uptake of FITC-AHL indicates the reinforcement
of alginate beads has no significant influence on the permeability
of the alginate-based beads for AHL autoinducers. The measured FITC-AHL
concentration in the beads was around 50–60% of the concentration
in the solution, which may be attributed to the loss of FITC-AHL during
the beads separation process.
Figure 5
Plots of (a) normalized FITC-AHL concentration
in the solution
against time and (b) ratio between FITC-AHL concentration inside the
beads and in the surrounding solution over time; the same volume of
alginate or alginate-MA beads was immersed in the FITC-AHL solution.
The data are presented as arithmetic mean ± standard deviation
calculated from at least three replicates.
Plots of (a) normalized FITC-AHL concentration
in the solution
against time and (b) ratio between FITC-AHL concentration inside the
beads and in the surrounding solution over time; the same volume of
alginate or alginate-MA beads was immersed in the FITC-AHL solution.
The data are presented as arithmetic mean ± standard deviation
calculated from at least three replicates.
Bacteria Encapsulation, Proliferation, and Storage
To test
the feasibility of alginate-MA beads used for fabricating
biosensor arrays, E. coli pLuxR-GFP, used as model
reporter bacteria, was compartmentalized into hydrogel beads. The
number of viable bacteria inside beads after encapsulation was investigated
first by calculating the encapsulation efficiency. The encapsulation
efficiency has been reported before to rely on many factors, including
bacteria strain, polymer type, polymer concentration, and especially
the encapsulation method.[11] The encapsulation
efficiency of E. coli pLuxR-GFP into 2 wt % alginate-based
beads via electrostatic extrusion method used here was calculated
as 76 ± 14% (Supporting Information part 9) by performing the plate count method, which is in the encapsulation
efficiency range (from 55% to 83%) reported by Corbo et al.[28]Figure a shows that the beads with bacteria inside have uniform shape
and sizes, and the bacteria were homogeneously distributed inside
the hydrogel beads. The average diameter slightly increased to 185
μm compared to beads without embedded bacteria, which may be
due to the increase of the viscosity of the solution during electrojetting.
Figure 6
(a) Optical
microscopy image of bacteria loaded alginate-MA beads.
(b) Live/dead staining of bacteria inside beads after 5 min UV irradiation,
0.1 wt % Irgacure 2959; green staining indicates viable bacteria,
red staining indicates dead bacteria. (c) Fraction of live E. coli pLuxR-GFP before encapsulation, after encapsulation
without UV irradiation, and after 5 min UV irradiation; the data are
presented as arithmetic mean ± standard deviation calculated
from at least three biological replicates, one-way ANOVA. (d) Natural
logarithm plot of normalized E. coli pLuxR-GFP population
density inside alginate and alginate-MA beads incubated in LB broth.
(e) FDA staining of live bacteria entrapped in alginate-MA beads after
24 h incubation in LB media at 37 °C. (f) SEM image of E. coli pLuxR-GFP cluster inside alginate-MA bead; inset
is a high-magnification image of entrapped E. coli pLuxR-GFP.
(a) Optical
microscopy image of bacteria loaded alginate-MA beads.
(b) Live/dead staining of bacteria inside beads after 5 min UV irradiation,
0.1 wt % Irgacure 2959; green staining indicates viable bacteria,
red staining indicates dead bacteria. (c) Fraction of live E. coli pLuxR-GFP before encapsulation, after encapsulation
without UV irradiation, and after 5 min UV irradiation; the data are
presented as arithmetic mean ± standard deviation calculated
from at least three biological replicates, one-way ANOVA. (d) Natural
logarithm plot of normalized E. coli pLuxR-GFP population
density inside alginate and alginate-MA beads incubated in LB broth.
(e) FDA staining of live bacteria entrapped in alginate-MA beads after
24 h incubation in LB media at 37 °C. (f) SEM image of E. coli pLuxR-GFP cluster inside alginate-MA bead; inset
is a high-magnification image of entrapped E. coli pLuxR-GFP.The UV damage on bacteria
viability was further studied. Since
it is known that short wavelength UV light may damage bacterial DNA,
depending on the exposure wavelength and exposure time,[29,30] a wavelength of 365 nm was chosen for the photo-cross-linking. Irgacure
2959 was used as initiator because it has been reported to exhibit
relatively low cytotoxicity and has been used for cell encapsulation
and biomedical applications before.[31,32] 5 min UV irradiation
time and 0.1 wt % Irgacure 2959 were determined as best conditions
for the whole study to preserve bacteria vitality. By recording an E. coli pLuxR-GFP growth curve based on OD600 kinetic measurements after UV irradiation, it turned out that E. coli pLuxR-GFP had a longer lag time after UV irradiation,
while the generation time was constant (about 25 min) compared to
bacteria not exposed to UV irradiation (Supporting Information part 8).Hydrogel beads containing bacteria
could be distinguished from
nonbacteria or nonproliferating bacteria beads based on the difference
in light scattering properties (Figure a). The time-lapse images of alginate-MA beads are
presented in Supporting Information part
10. The light scattering properties changed over time, and small clusters
were formed, which indicates the entrapped bacteria proliferated inside
beads. A live/dead cell assay was used for viability analysis of bacteria
after encapsulation and subsequent UV irradiation. In this assay,
FDA stains live bacteria in green, while PI can only penetrate the
membrane of dead cells and thus stains dead cells in red (Figure b). The average percentage
of live bacteria in LB media before encapsulation was 93%, while the
average ratio of viable bacteria inside the MA-beads without UV irradiation
was 83% (Figure c).
After 5 min UV irradiation, the fraction of viable cells was 81 ±
10%. These results indicate that the low concentration of initiator,
the short UV irradiation time, and the long UV wavelength used possess
low impact on bacteria viability. It cannot be excluded that the possible
elongation of the cell membrane during extrusion has an additional
minor effect on the cell viability.[33] To
check the dynamics of E. coli pLuxR-GFP growth in
alginate-based beads, beads containing approximately 300 cells at
the beginning of cultivation were incubated in LB medium at 37 °C,
and the bacteria population density was recorded over time using a
standard plate counting method after bead lysis via citrate. Figure d indicates that
the growth curves of bacteria in hydrogel beads were similar to those
of planktonic bacteria in bulk liquid media, including the exponential-growth
phase and the saturation phase. The generation time calculated from
maximum growth rate was about 50 min, which was longer than the generation
time of planktonic bacteria in bulk LB broth (∼25 min), which
might result from the limitation of space, nutrition, oxygen, etc.,
inside the beads. After 24 h incubation in LB medium at 37 °C,
the live E. coli pLuxR-GFP entrapped in alginate-MA
beads were stained with a green fluorescent dye (Figure e). Strong green fluorescence
intensity suggests the large number of live bacteria inside the beads.
SEM images of E. coli pLuxR-GFP inside alginate-MA
beads showed that the bacteria formed aggregates of cells (Figure f), which may be
because the segregation of divided cells was confined in the hydrogel
networks.The leaching of E. coli pLuxR-GFP
from the alginate-based
beads was evaluated by determining the bacteria population density
in the suspension of beads at 37 and 4 °C incubation. Before
incubation, the free bacteria attached on the bead surface were removed
by continuous washing with excess amount of 20 mM CaCl2 solution. The number of bacteria in the washing solution was determined
via counting the number of colonies formed on LB agar plates (Table
S3 in Supporting Information part 11).
After incubation at 37 °C (Figure a), the free bacteria in the suspension may originate
from two sources: one is the leakage or escape of encapsulated bacteria
from alginate-based beads, and the other one is the proliferation
of planktonic bacteria that were not initially removed in the LB medium.
With increasing concentration of alginate, the number of bacteria
in the suspension was reduced. For beads with the same concentration
of polymer, the concentration of planktonic bacteria in the alginate
bead suspension was higher than that of alginate-MA bead suspension.
For storage at 4 °C (Figure b), the number of free bacteria in alginate-MA bead
suspension was around 10 times lower than that of the alginate bead
suspension during the time period investigated. The number of bacteria
in the suspension dropped down after 35 days incubation, likely due
to the decrease of bacteria viability during storage (see below).
All these results confirm that the reinforcement by rapid photo-cross-linking
indeed reduced the leakage of encapsulated bacteria significantly.
Figure 7
E. coli pLuxR-GFP population density in alginate
and alginate-MA bead suspensions vs storage time for storage at (a)
37 °C and (b) 4 °C.
E. coli pLuxR-GFP population density in alginate
and alginate-MA bead suspensions vs storage time for storage at (a)
37 °C and (b) 4 °C.The viability of E. coli pLuxR-GFP inside
alginate-based
beads during storage at 4 °C in LB medium was investigated via
a standard plate counting method and the FDA/PI live/dead cell assay.
As shown in Figure a, the initial bacterial concentration was around 1 × 108 cfu/cm3 for both alginate and alginate–methacrylate
beads. The bacterial concentration inside alginate-based beads decreased
and showed a tailing effect with a residual bacteria concentration
of 1 × 106 cfu/cm3 after 35 days; after
5–6 days the bacteria concentration was one-half of its initial
value. The live cell fraction from live/dead cell staining was shown
in Figure b. The decrease
of live cell fraction for both alginate-based beads during storage
is consistence with the results from plate counting method. Both methods
proved that a portion of bacteria kept viability after 35 days storage.
Figure 8
(a) Bacteria
number inside alginate-based beads during 4 °C
storage determined via plate count method. (b) Fraction of live bacteria
inside alginate-based beads during storage at 4 °C determined
via live/dead staining; the data are presented as arithmetic mean
± standard deviation calculated from at least three biological
replicates.
(a) Bacteria
number inside alginate-based beads during 4 °C
storage determined via plate count method. (b) Fraction of live bacteria
inside alginate-based beads during storage at 4 °C determined
via live/dead staining; the data are presented as arithmetic mean
± standard deviation calculated from at least three biological
replicates.
Characterization of E. coli PLuxR-GFP Encapsulated
in Alginate-Based Beads
To investigate the response of encapsulated E. coli pLuxR-GFP to autoinducers, 3OC12HSL,
as one of the autoinducers used by P. aeruginosa,
was added to the bead suspension. The fluorescence intensity of E. coli pLuxR-GFP entrapped in alginate and alginate-MA
beads with and without exposition to 3OC12HSL was recorded.
In the presence of 1.0 × 10–6 mol/L 3OC12HSL, the fluorescence intensity was 11 ± 1 and 11 ±
2 times higher than in the absence of autoinducers for alginate beads
and alginate-MA beads, respectively (Figure a). This result shows that the sensing performance
of the AHL-reporter strain tested here encapsulated in the alginate-MA
matrix is at least as good as in the unmodified alginate matrix. A
fluorescence microscopy image of alginate-MA beads is presented in Figure b. The entrapped E. coli pLuxR-GFP exhibited a strong green fluorescence
in the presence of 3OC12HSL, which indicates the entrapped
bacteria sense and respond to 3OC12HSL in surrounding environment.
To quantify the autoinducer-response, the fluorescence intensity and
the population density (OD600) of bacteria in LB medium
and inside alginate-based hydrogel beads were recorded over time with/without
exposition to 3OC12HSL. The fluorescence intensity per
cell (fluorescence intensity divided by OD600), as a relative
measure for GFP expression, was normalized to control cultures (not
exposed to 3OC12HSL). As shown in Figure c, a sharp increase in fluorescence intensity
was observed for bacteria in both LB medium and alginate-MA beads
in the presence of 1.0 × 10–5, 1.0 × 10–6, and 1.0 × 10–7 mol/L 3OC12HSL. For bacteria in LB medium, the GFP expression increased
when exposed to 3OC12HSL and reached a maximum after 4–5
h incubation with all 3OC12HSL concentrations tested. The
fluorescence intensity per cell was around 12 times higher than without
induction. Exemplary data after 4 h of incubation from one out of
three repeated experiments are shown in Figure S11. When bacteria were encapsulated into alginate-based beads
and exposed to 3OC12HSL, the fluorescence intensity per
cell increased with time and reached a maximum (6–13 times
higher than without induction) around 3 h culture (Figure d), so the maximum signal developed
even faster than in LB-Medium. Overall, the AHL concentration tested
here is in the range of the extracellular concentration of 3OC12HSL (1.0 × 10–6–1.0 ×
10–7 mol/L) present close to the site of P. aeruginosa infections, as reported earlier.[7,34,35] This implies that the alginate-MA
encapsulated E. coli pLuxR-GFP sensing device would
be sensitive enough to detect the 3OC12HSL natively produced
by P. aeruginosa.
Figure 9
(a) Fluorescence intensity (normalized
to that of alginate-based
beads in the absence of autoinducers) of E. coli pLuxR-GFP
in alginate-based beads exposed to 1.0 × 10–6 mol/L 3OC12HSL. (b) Fluorescence microscopy image of
beads loaded with E. coli pLuxR-GFP in the presence
of 1.0 × 10–6 mol/L 3OC12HSL after
3 h incubation. Normalized GFP expression of E. coli pLuxR-GFP in the presence of 1.0 × 10–5,
1.0 × 10–6, and 1.0 × 10–7 mol/L 3OC12HSL (fluorescence intensity divided by OD600 and normalized to that of E. coli pLuxR-GFP
culture in the absence of 3OC12HSL which was set to “1”
as a reference) over time: (c) in LB medium; (d) inside of alginate-MA
beads.
(a) Fluorescence intensity (normalized
to that of alginate-based
beads in the absence of autoinducers) of E. coli pLuxR-GFP
in alginate-based beads exposed to 1.0 × 10–6 mol/L 3OC12HSL. (b) Fluorescence microscopy image of
beads loaded with E. coli pLuxR-GFP in the presence
of 1.0 × 10–6 mol/L 3OC12HSL after
3 h incubation. Normalized GFP expression of E. coli pLuxR-GFP in the presence of 1.0 × 10–5,
1.0 × 10–6, and 1.0 × 10–7 mol/L 3OC12HSL (fluorescence intensity divided by OD600 and normalized to that of E. coli pLuxR-GFP
culture in the absence of 3OC12HSL which was set to “1”
as a reference) over time: (c) in LB medium; (d) inside of alginate-MA
beads.To demonstrate the potential of
the system investigated here, a
dipstick type biosensor was fabricated by dispersing E. coli pLuxR-GFP loaded alginate-MA beads in a poly(ethylene glycol)-based
hydrogel film (30 mm × 10 mm × 5 mm), as shown in Figure . The entrapped E. coli pLuxR-GFP in the dipstick type biosensor proliferated
and responded to 1.0 × 10–6 mol/L 3OC12HSL with a strong fluorescence signal (Figure c).
Figure 10
(a) Schematic diagram of dipstick type
biosensor. (b) Optical microscopy
image of alginate-MA beads loaded with E. coli pLuxR-GFP
that were dispersed in PEG-based hydrogels (time 0). (c) Fluorescence
microscopy image of dipstick type biosensor in the presence of 1.0
× 10–6 mol/L 3OC12HSL after 3 h
incubation.
(a) Schematic diagram of dipstick type
biosensor. (b) Optical microscopy
image of alginate-MA beads loaded with E. coli pLuxR-GFP
that were dispersed in PEG-based hydrogels (time 0). (c) Fluorescence
microscopy image of dipstick type biosensor in the presence of 1.0
× 10–6 mol/L 3OC12HSL after 3 h
incubation.
Conclusion
In
summary, the alginate–methacrylate, obtained from reaction
with glycidyl methacrylate, was used to fabricate hydrogel beads with
controllable diameters in the range of 100–300 μm via
an electrostatic extrusion method. The combination of ionic cross-linking
and photo-cross-linking affords the formation of stable and robust
alginate-based microbeads with decreased swelling ratio, increased
stability, and good permeability of dye-labeled autoinducers. The
AHL sensing E. coli pLuxR-GFP, as model bacteria,
was encapsulated into alginate-MA hydrogel beads with an encapsulation
efficiency of 76 ± 14%. The encapsulated bacteria inside the
hydrogel beads kept their high viability and proliferated inside the
beads with a maximum generation time of 50 min, when exposed to bacteria
culture medium. The increased bead stability leads to a 10 times decrease
in bacteria leaching from the beads, while the entrapped bacteria
kept high viability during storage at 4 °C. Upon exposure to
3OC12HSL in the concentration range of 1.0 × 10–5–1.0 × 10–7 mol/L, the
entrapped bacteria exhibited 6–13 times increased fluorescence
intensity due to GFP expression as a response to the autoinducer trigger
after 3 h. These results and the feasibility test with a prototype
dipstick sensor show that the alginate-MA hydrogel beads with encapsulated
engineered bacteria possess considerable potential to be used as whole
sensors for P. aeruginosa detection.
Authors: Jang-Ung Park; Matt Hardy; Seong Jun Kang; Kira Barton; Kurt Adair; Deep Kishore Mukhopadhyay; Chang Young Lee; Michael S Strano; Andrew G Alleyne; John G Georgiadis; Placid M Ferreira; John A Rogers Journal: Nat Mater Date: 2007-08-05 Impact factor: 43.841
Authors: Natalja E Fedorovich; Marion H Oudshoorn; Daphne van Geemen; Wim E Hennink; Jacqueline Alblas; Wouter J A Dhert Journal: Biomaterials Date: 2008-10-19 Impact factor: 12.479
Authors: Trevor G Johnston; Shuo-Fu Yuan; James M Wagner; Xiunan Yi; Abhijit Saha; Patrick Smith; Alshakim Nelson; Hal S Alper Journal: Nat Commun Date: 2020-02-04 Impact factor: 14.919