Daniel Sánchez-deAlcázar1, Andoni Rodriguez-Abetxuko2, Ana Beloqui1,3. 1. POLYMAT and Department of Applied Chemistry, Faculty of Chemistry, University of the Basque Country UPV/EHU, E-20018 Donostia-San Sebastián, Spain. 2. CIC nanoGUNE, Basque Research and Technology Alliance (BRTA), Tolosa Hiribidea 76, E-20018 Donostia-San Sebastián, Spain. 3. IKERBASQUE, Basque Foundation for Science, Plaza Euskadi 5, E-48009 Bilbao, Spain.
Abstract
A fluorometric glucose biosensor based on fine-tuned chemoenzymatic nanohybrids is herein proposed. The successful integration of an engineered glucose oxidase enzyme and an optically responsive polymeric nanogel in a single entity has led to the fabrication of a highly efficient glucose chemobiosensor. The optical responsiveness has been achieved by the loading of preactivated polymeric hydrogel with fluorescent lanthanide, i.e., cerium (III), cations. A comprehensive investigation of the responsiveness of the biomaterial revealed the interplay between the oxidation state of the cerium lanthanide and the fluorescence emission of the polymer. Finally, a full structural, chemical, and biochemical characterization of the reported system supports the chemobiosensors as robust, specific, and sensitive materials that could be utilized to faithfully quantify the amount of glucose in tear fluids.
A fluorometric glucose biosensor based on fine-tuned chemoenzymatic nanohybrids is herein proposed. The successful integration of an engineered glucose oxidase enzyme and an optically responsive polymeric nanogel in a single entity has led to the fabrication of a highly efficient glucose chemobiosensor. The optical responsiveness has been achieved by the loading of preactivated polymeric hydrogel with fluorescent lanthanide, i.e., cerium (III), cations. A comprehensive investigation of the responsiveness of the biomaterial revealed the interplay between the oxidation state of the cerium lanthanide and the fluorescence emission of the polymer. Finally, a full structural, chemical, and biochemical characterization of the reported system supports the chemobiosensors as robust, specific, and sensitive materials that could be utilized to faithfully quantify the amount of glucose in tear fluids.
Polymers have been
applied as synthetic scaffolds for the embedment
and the shielding of labile functional entities such as biomacromolecules,
organic catalysts, or inorganic nanoparticles.[1−4] The configuration of these hybrid
(bio)materials stimulates the intrinsic features of the bio-entities
such as the operational stability or the reusability. Indeed, there
are several reported examples in which the improved attributes gained
throughout the combination of enzymes and polymers are harnessed in
nonconventional biocatalytic processes (e.g., reactions that proceed
in the presence of organic solvents or at high temperatures) or in
technological applications.[5−7] Alternatively, in this work, we
are interested in the utilization of polymeric supramolecular conformations
as 3D architectures to confine two distinct functional entities, i.e.,
enzymes and inorganic reporters, which are eventually contributing
to the same concurrent process, namely, the detection and quantification
of glucose.Following classical methodologies to detect and
quantify analytes
with high sensitivity and selectivity, physicochemical reporters,
i.e., fluorescent probes or materials, are separately co-added with
the enzyme, which will transform the analyte of interest in the test
sample.[8−10] Conversely, we envisioned the co-localization of
both the active materials into the nanospace through the design of
convenient polymeric scaffolds as a potential approach for the fabrication
of promising chemoenzymatic biosensors. Specifically, we propose core–shell
polymer-based nanomaterials. The enzyme, which is localized in the
core, recognizes and transforms the analyte into a reaction intermediate
that is released to the environment throughout the polymeric shell
in which the reporter is accommodated. This configuration definitely
seeks a controlled and close positioning of the functional entities
for the sake of an efficient multistep procedure that requires the
minimization of mass-transport issues. To demonstrate the potential
use of this configuration, we have designed a fluorescence-based chemobiosensor
for the detection of glucose at low concentrations, in the ppm range.Fluorescence emitting molecules have been chosen as reporters due
to their exceptional compatibility and sensitivity.[11] Specifically, lanthanides have received interest in the
fabrication of fluorescent sensors as a result of their excellent
photochemical stability, large stokes shift, and long fluorescent
lifetime.[12−15] Among them, Ce-based nanomaterials have been exploited as sensors
for the detection of organic molecules, metal ions, inorganic salts,
and biological molecules.[8,10,16−18] Thus, we propose the fabrication of a supramolecular
system in which distinct components, i.e., glucose oxidase (GOx) enzyme
and Ce (III), are integrated in a unique polymeric entity and work
together in a concurrent manner for the detection and quantification
of glucose throughout optical readout.
Materials
and Methods
Synthesis of Single Enzyme Nanogels (SEN)
Phosphate-decorated
GOx nanogels (pGOx) were synthesized following a protocol based on
the conditions described before.[19] GOx
enzyme (20 μM) was mixed with acrylamide (AA/GOx 600:1, n/n), N,N′-methylenebisacrylamide (MBAAm,
MBAAm/GOx 400:1, n/n), monoacryloxyethyl phosphate (MAEP, MAEP/GOx
0:1, 100:1, 200:1, 400:1, n/n), and ammonium persulfate (APS/protein
400:1, n/n). Sucrose (5%, w/v) and DMSO (10%, v/v) were also added
to the reaction. This mixture was deoxygenated by bubbling N2 for 45 min. Polymerization reaction started upon the addition of
tetramethylethylenediamine (TEMED, APS/TEMED 2:1, w/w). The reaction
was kept under N2 and shaken at room temperature for 2
h. GOx nanogels were dialyzed (MWCO of 10 kDa) against Tris-HCl buffer
(5 mM pH 7.0) to remove low-molar-mass reagents.
Synthesis of
Ln-laden Nanogels
Lanthanide-laden pGOx
nanogels (Ln@pGOx) were synthesized by mixing pGOx nanogels (500 μL,
1.25 μM) prepared in Tris-HCl buffer (5 mM, pH 8.0) with lanthanide
nitrate salts, i.e., Ce(NO3)3·6H2O, Tb(NO3)3·5H2O, or Pr(NO3)3·6H2O (final concentration of
0.2 mM). The mixture was stirred for 2 h at room temperature. Thereafter,
the excess of cerium was removed using a Sephadex PD10 column. An
additional step was required to test the use of antenna ligands. In
this particular case, 1 mM bypyridine or ATP was added to the final
solution of Ce@pGOx and incubated for 2 h at room temperature. Then,
the excess ligand was removed by dialysis (MWCO of 10 kDa) and by
using a Sephadex PD10 column.
Instrumentation—Sodium
Dodecyl Sulfate–Polyacrylamide
Gel Electrophoresis (SDS-PAGE)
SDS-PAGE was performed using
10% acrylamide gels on Bio-Rad Mini-PROTEAN tetra system. pGOx or
free GOx (5 μg) were
mixed with 5 μL of loading buffer (4×) and heated at 92
°C for 5 min. The sample was loaded onto electrophoresis gel
and run at a constant voltage of 100 mV for 1 h. Afterward, the gel
was stained with Imperial protein stain (Thermo Scientific) for 1
h and destained overnight with ultrapure water.
Gel filtration chromatography
was performed using AKTA GO Fast
Protein Liquid Chromatography (FPLC) equipment (Cytiva). The samples
were injected into a Superdex 200 Increase 10/300 GL size exclusion
chromatography column (Cytiva) and were run at 0.5 mL min–1 in PBS. A loop of 100 μL was used, and 50 μL was injected
in each run.
Instrumentation—Attenuated Total Reflectance–Fourier
Transform Infrared (ATR-FTIR) Spectroscopy
Briefly, 8 μL
(GOx concentration from 43.7 to 62.5 μM) was deposited and dried
on a silicon wafer. The FTIR spectra were measured with a PerkinElmer
Frontier spectrometer equipped with an ATR sampling stage. All spectra
were measured with 20 scans in the 600–4000 cm–1 wavenumber window with a 4 cm–1 resolution. The
baseline was removed for spectra representation. Each sample was measured
three times, and the results were averaged.
Instrumentation—Dynamic
Light Scattering (DLS) and ζ-Potential
Measurements
DLS and ζ-potential measurements were
performed on a Malvern Zetasizer Nano ZS. Proteins and polymer hybrids
(3.1 μM) were prepared in phosphate buffer (30 mM, pH 6.0) and
filtered through 0.22 μm cutoff membranes. Experiments were
performed at 22 °C, and 13 readouts were taken in three independent
measurements for each sample. ζ-Potential measurements were
performed in phosphate buffer (30 mM, pH 8.0) containing KCl salts
(10 mM), using a final nanogel concentration of 6.25 μM.
Instrumentation—Circular
Dichroism (CD)
Circular
dichroism (CD) spectra were recorded with a Jasco J-815CD spectrometer.
CD spectra were acquired in a 1 mm pathlength quartz cuvette. All
CD spectra were recorded with a bandwidth of 1 nm at 1 nm increments
and 10 s average time over a wavelength range of 190–260 nm.
The sample was prepared in Tris-HCl buffer (5 mM, pH 7.0) at 1.25
μM.The thermal denaturation experiment was performed
in a 0.1 cm pathlength quartz cuvette in Tris-HCl buffer (5 mM, pH
7.0). The denaturation curves were monitored by following the CD signal
at a wavelength of 222 nm as a function of temperature from 20 to
90 °C.
Instrumentation—Inductively Coupled
Plasma Mass Spectrometry
(ICP-MS)
Ce@pGOx (10, 100, and 500 μL) was mixed with
990, 900, and 500 μL of 3% HNO3, respectively, and
incubated at 90 °C in an oil bath for 1h. The Ce concentration
was determined using iCAP-Q ICP-MS (Thermo Scientific, Bremen, Germany)
equipped with an auto-sampler ASX-500 (CETAC Technologies, Omaha).
Data were monitored using the software Qtegra v2.6 (Thermo Fisher,
Bremen, Germany) utilizing the 140Ce and 193Ir isotopes as internal standards.
Instrumentation—Fluorometer
The fluorescence
spectra were recorded with an FP6600 spectrofluorometer (Jasco). A
black quartz cuvette of 10 mm pathlength was used. The experiments
were performed at an excitation wavelength of 310 nm using a bandwidth
of 10 mm and data pitch of 2 nm.For glucose-sensing experiments,
nanogels (200 μL, 0.6 μM) were placed in the cuvette and
a range of concentrations, i.e., 0, 0.5, 1.75, 5, 10, 15, 20, 45,
70, and 95 μM, of glucose were added, with the stabilization
time among measurements set to 30 min. The emission spectra were recorded
for each concentration over a wavelength window of 330–500
nm. The limit of detection (LOD) and limit of quantification (LOQ)
were calculated as followswhere “S” is
the slope of the calibration curve and ‘σ’ is
the standard deviation of 10 blank samples, which is calculated using
the following formulawhere “li”
is
the fluorescence intensity of each blank sample (I = 1–10) and “L” is the average
fluorescence intensity of 10 blank samples (n = 10).
XPS experiments were performed in a SPECS Sage HR 100 spectrometer
with a nonmonochromatic X-ray source (magnesium Kα line of 1253.6
eV energy and 252 W), placed perpendicular to the analyzer axis, and
calibrated using the 3d5/2 line of Ag with a full width
at half-maximum (FWHM) of 1.1 eV. The selected resolution for the
spectra was 15 eV of pass energy and 0.15 eV/step. All measurements
were made in an ultrahigh vacuum (UHV) chamber at a pressure of around
8 × 10–8 mbar. An electron flood gun was used
to neutralize for charging.
Instrumentation— Scanning Electron
Microscopy (SEM)
Morphological characterization was done
with a scanning electron
microscope (FEI, Helios NanoLab 450S) at 5.0 kV and a current of 0.2
nA. The working distance was 3 mm. The samples were prepared using
the spin-coating technique. Briefly, one drop of 20 μL (0.6
μM in water) was deposited in a silicon wafer and spin-coated
at 30 rps for 1 min.
Catalytic Activity Measurements
Standard activity assays
were performed in 96-well plates in a Biotek Synergy Neo2 plate reader.Activity measurements of plain GOx and pGOx were carried out using
3.2 μg of enzyme, 5.2 μg of HRP, 80 mM glucose in 30 mM
sodium phosphate (150 μL, 30 mM, pH 6.0), and 1 mM 2,2′-azino-bis(3-ethylbenzothiazoline-6-sulfonic
acid) (ABTS) at 42 °C.Activity measurements were performed
using 10 μg of Ce@pGOx,
50 mM glucose in 50 mM sodium phosphate (150 μL, 50 mM, pH 6.0),
and 1 mM 2,2′-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid)
(ABTS) at 37 °C. The color development from oxidized ABTS was
monitored at 416 nm. A molar extinction coefficient of 36,000 M–1 cm–1 was used for the calculations.
Preparation of Biological Samples
BSS Distra-sol balanced
salt solution (Ophcon) was used as artificial human being tears with
the following composition: NaCl 1.3 gL–1, CH3COONa·3H2O 0.78 gL–1, Na3C6H5O7·2H2O 0.34 gL–1, KCl 0.15 gL–1, CaCl2·2H2O 0.096 gL–1, MgCl2·6H2O 0.06 gL–1.
Results
and Discussion
We aim to fabricate a self-reporting glucose
chemobiosensor within
an integrated hybrid nanosystem. As illustrated in Scheme A, our approach entails the
fabrication of reactive glucose oxidase nanogels (referred to as pGOx)
throughout the deposition of a very thin but functional polymeric
layer, with hanging phosphate groups on the surface of the enzyme.
The fine tuning of these nanogels allows their combination with inorganic, i.e., metal cations, or metal–organic, i.e., iron porphyrins, compounds for their potential use as heterogeneous
catalysts or chemoenzymatic nanoreactors.[20] Herein, we envisioned the decoration of the polymeric mesh with
fluorescent lanthanides, in particular, with cerium cations,[21,22] throughout the interaction with the phosphate groups distributed
along the shell of the hybrid (Scheme B).
Scheme 1
Proposed Workflow for the Synthesis of the Chemobiosensor
and the
Detection of Glucose
(A) First (steps 1 and 2), GOx
enzyme is encapsulated within a thin polyacrylamide network decorated
with ethyl phosphate groups throughout a radical polymerization reaction
that takes place on the surface of the protein (step 2). (B) Thereafter,
enzyme nanogels (pGOx) are loaded with Ce (III) cations (step 3),
which remain coordinated to the phosphate groups of the polymeric
component, giving rise to a fluorescent pGOx (named Ce@pGOx). (C)
Finally, in the presence of glucose (step 4), GOx enzyme will produce
an equimolar amount of hydrogen peroxide, which quenches the fluorescence
of the system.
Proposed Workflow for the Synthesis of the Chemobiosensor
and the
Detection of Glucose
(A) First (steps 1 and 2), GOx
enzyme is encapsulated within a thin polyacrylamide network decorated
with ethyl phosphate groups throughout a radical polymerization reaction
that takes place on the surface of the protein (step 2). (B) Thereafter,
enzyme nanogels (pGOx) are loaded with Ce (III) cations (step 3),
which remain coordinated to the phosphate groups of the polymeric
component, giving rise to a fluorescent pGOx (named Ce@pGOx). (C)
Finally, in the presence of glucose (step 4), GOx enzyme will produce
an equimolar amount of hydrogen peroxide, which quenches the fluorescence
of the system.
Synthesis and Characterization of the Functional
Enzyme Nanogels
The synthesis of pGOx was performed following
a protocol adapted
from previous works (see the Materials and Methods section for further details). We hypothesized that achieving a higher
content of phosphate groups within the polymeric network would result
in nanomaterials with better photoluminescent features due to higher
Ce loads. Therefore, we sought for the maximum incorporation of monoacryloxyethyl
phosphate (MAEPm) monomer in the shell, while preserving the stability
and solubility of the nanogels. A range of increased MAEPm/GOx molar
ratios (n/n, from 0 to 400) were
tested, giving rise to the samples listed in Table (pGOx_0 to pGOX_3). The successful formation
of the nanogels was confirmed by dynamic light scattering (DLS), protein
electrophoresis, and fast protein liquid chromatography (FPLC) (Figures S1 and S2). DLS measurements evidenced
the formation of nanogels with a hydrodynamic diameter from 9 to 13
nm. The largest nanogel samples were achieved at the highest MAEPm
concentrations (12.87 nm for pGOx_3 sample). Considering the experimental
hydrodynamic ratio of 8.55 ± 0.21 nm measured for unmodified
GOx, a polymeric shell of ca. 0.42, 0.24, 0.88, and 2.16 nm thicknesses
was calculated for samples pGOx_0, pGOx_1, pGOx_2, and pGOx_3, respectively.
A molar ratio that exceeded 400 was also tested, i.e., MAEPm/GOx of
800, yet an uncontrolled polymerization that led to the formation
of protein–polymer aggregates was achieved.
Table 1
Samples Synthesized in This Work and
Their Respective Values Obtained for the Hydrodynamic Diameter Size
and ζ-Potential
sample
monomer/protein ratio (n/n)
size (nm)
ζ-potential
(mV)
pGOX_0
0
9.40 ± 0.45
–11.97 ± 1.32
pGOX_1
100
9.03 ± 1.18
–13.43 ± 2.54
pGOX_2
200
10.32 ± 1.21
–18.12 ± 2.72
pGOX_3
400
12.87 ± 0.94
–21.78 ± 1.97
Both the chemical
composition and the morphological features of
the nanogels were ascertained using spectroscopic and microscopy tools,
respectively. The insertion of ethyl phosphate groups within the polymeric
network was evidenced by ζ-potential measurements and by attenuated
total reflection–Fourier transform infrared (ATR-FTIR) spectroscopy.
ζ-Potential measurements disclosed a correlation between the
charge of the surface and the content of phosphate groups in the polymeric
shell. While the nanogels that lacked MAEPm showed ζ-potential
values of −11.97 mV, samples prepared with MAEPm showcased
a progressive decrease in absolute ζ-potential values, reaching
the maximum, i.e., −21.78 mV, when a molar excess of 400 was
added to the synthesis procedure (Table ). The insertion of phosphate groups is also
evidenced in the FTIR spectra (Figure A). A band corresponding to the symmetric stretching
vibration of the carbonyl group of the acrylate ester, i.e., 1723
cm–1, can be identified only in MAEPm containing
samples (pGOx_1 to pGOx_3).[23,24] Same samples show a
differential shoulder that arises at 1150 cm–1,
which is typically attributed to the antisymmetric stretching of phosphate
groups.[25,26]
Figure 1
Characterization of pGOx nanogels. (A) ATR-FTIR
spectra of nanogel
samples. Characteristic bands, 1723 cm–1 (* and
inset zoom in) and 1170 cm–1 (**), reveal the presence
of phosphates within the pGOx_1 to 3 nanogels. (B) Circular dichroism
spectra in the far-UV spectrum of unmodified and encapsulated GOx
enzyme.
Characterization of pGOx nanogels. (A) ATR-FTIR
spectra of nanogel
samples. Characteristic bands, 1723 cm–1 (* and
inset zoom in) and 1170 cm–1 (**), reveal the presence
of phosphates within the pGOx_1 to 3 nanogels. (B) Circular dichroism
spectra in the far-UV spectrum of unmodified and encapsulated GOx
enzyme.Remarkably, circular dichroism
measurements carried out in the
far-UV confirmed that the secondary structure of the protein was not
affected upon polymerization reaction (Figure B). Moreover, thermal denaturation experiments
monitored by circular dichroism indicated that the protein preserved
the secondary structure and, in turn, its stability, along the temperature
ramp, from 20 to 90 °C (Figure S3).
In contrast, unprotected enzyme completely lost the dichroic signal
at ca. 80 °C, reaching the melting temperature (Tm) below 60 °C. Such improvement in thermal stability
can be explained by the sheltering effect of the polymer that wraps
the protein.[6,7,27] Also,
the catalytic activity of the pGOx nanogels was assessed and compared
with unmodified GOx. As expected,[27−29] the specific activity
was not affected upon nanogel formation (Figure S4).
Synthesis and Characterization of the Fluorescent
Chemobiosensors
Next, integrated chemobiosensors were assembled
using pGOx nanogels
and cerium nitrate salt. A range of cerium concentrations, from 0.1
to 0.8 mM, were mixed with pGOx_3 sample for 2 h at room temperature,
resulting in Ce@pGOx hybrids (see the Materials and
Methods section for further details). Inductively coupled plasma
mass spectrometry (ICP-MS) measurements showcased a Ce(III) content
from 237.5 ± 10.4 to 263.7 ± 11.2 Ce (III) ions per nanogel
(Table S1), which means an estimated retention
of ca. 76% of the seeded Ce (III). Further, we monitored the size
of the hybrids by DLS at increasing concentrations of Ce (III) (Figure A). The size and
the morphology of the particles were confirmed by scanning electron
microscopy (SEM) (Figures B and S5). SEM images of Ce@pGOx_3
hybrids synthesized with 0.2 mM of Ce3+ showed monodisperse
particles (9.94 ± 1.74 nm). However, we observed by DLS a higher
hydrodynamic diameter (36.94 ± 4.8 nm) for the same sample. This
might be explained by the spontaneous assembly of small clusters of
a few nanogels in solution. Indeed, the addition of high concentrations
of cerium (>0.4 mM) led to the complete aggregation of Ce@pGOx
hybrids,
which eventually precipitated as aggregates of ca. 200 nm (Figure S6). The excess of cerium might “bridge”
individual nanogels, triggering the internanogel crosslinking due
to the high affinity of phosphate groups toward cerium cations. In
a previous work, we demonstrated a similar effect in the synthesis
of metal–organic enzyme aggregates (MOEAs).[30]
Figure 2
Characterization of Ce@pGOx_3 hybrids. (A) Hydrodynamic diameters
measured by DLS for the hybrids assayed. (B) SEM pictogram of Ce@pGOx_3
hybrid synthesized from 0.2 mM of Ce3+ (scale bar: 400
nm).
Characterization of Ce@pGOx_3 hybrids. (A) Hydrodynamic diameters
measured by DLS for the hybrids assayed. (B) SEM pictogram of Ce@pGOx_3
hybrid synthesized from 0.2 mM of Ce3+ (scale bar: 400
nm).Next, the fluorescence of the
hybrids was assessed. Upon excitation
at 310 nm, Ce@pGOx nanogels displayed a maximum emission peak centered
at 354 nm. Compared with cerium nitrate aqueous solution, a redshift
of ca. 6 nm in the emission peak was observed (peak
maxima at 348 vs 354 nm, for free Ce(III) and phosphate-coordinated
Ce(III) samples, respectively), which again confirms the phosphate–Ce
interaction.[31] The synthesis conditions
were demonstrated to be highly reproducible, with a standard deviation
of the intrinsic fluorescence of 2% among synthesized batches (Figure S7). Remarkably, in comparison with the
control sample synthesized without MAEPm monomer, i.e., Ce@pGOx_0,
the photoluminescence intensity of Ce@pGOx_3 increases 3.2 times for
the same cerium concentration, evidencing a significant boost in the
shining intensity of the Ce(III) reporter upon coordination to phosphates
(Figure A). Therefore,
the significance of the polymeric component in this system is twofold:
besides providing a convenient scaffold to retain, accommodate, and
concentrate the Ce(III) cations, it fosters the optical response of
the reporters.
Figure 3
Photoluminescence analysis of the hybrids (λexc 310 nm). (A) Fluorescence emission spectra of the hybrid
nanogels
synthesized with and without phosphate groups (Ce@pGOx and Ce@GOx,
respectively) and a free cerium solution at 0.2 mM. (B) Fluorescence
intensity values recorded for Ce@GOx_0-3 samples assembled with 0.2
mM of Ce(III).
Photoluminescence analysis of the hybrids (λexc 310 nm). (A) Fluorescence emission spectra of the hybrid
nanogels
synthesized with and without phosphate groups (Ce@pGOx and Ce@GOx,
respectively) and a free cerium solution at 0.2 mM. (B) Fluorescence
intensity values recorded for Ce@GOx_0-3 samples assembled with 0.2
mM of Ce(III).Furthermore, we tested the influence
of the composition of the
hybrids and the environment on the fluorescence emitted by the chemobiosensor.
Setting the Ce (III) seeding concentration to 0.2 mM, we observed
that Ce@pGOx_3 sample emitted the highest fluorescence intensity (Figure B). Plus, we observed
that the fluorescence of the system increased with the cerium concentration
up to 0.6 mM (Figure S8). Unfortunately,
as mentioned before, hybrids synthesized at >0.2 mM were discarded
due to the formation of aggregates that might eventually disturb the
glucose detection measurements.We explored the possibility
of decorating the polymeric mantel
with distinct functional groups, i.e., carboxylic
acids and imidazole groups, that are broadly used for metal–ligand
coordination.[32] Imidazole and carboxyl
groups were incorporated introducing vinyl imidazole and carboxyethyl
acrylamide monomers in the polymerization reaction, giving rise to
iGOx and cGOx nanogels, respectively (see the Supporting Information for further details). We observed that
chemobiosensors assembled from pGOx hybrid shined with more efficiency
than those synthesized from iGOx and cGOx nanogels, which showed 4.9
and 2.6 times less intensity than Ce@pGOx sample, respectively. Therefore,
these results confirm the potential use of MAEPm as a fluorescence
intensity enhancer ligand of cerium ions (Figure S9). Further, we demonstrated that Ce cation showed the best
performance as a fluorescent reporter compared to other lanthanide
metals such as Praseodymium and Terbium (Figures S10 and S11). Finally, we determined a Tris concentration of
5 mM and a pH of 8.0 as the optimum conditions that maximized the
fluorescence of the chemobiosensor (Figure S12).
Detection of Glucose: Mechanism and Catalytic Properties of
the Hybrid Material
We investigated the potential of Ce@pGOx
nanogels as glucose biosensors. Considering the aggregation behavior
of the system at a high concentration of Ce (III), sample Ce@pGOx_3
synthesized at a concentration of cerium nitrate of 0.2 mM was selected
as optimal to achieve soluble and homogeneous chemobiosensors. Interestingly,
we observed that the photoluminescence intensity of Ce@pGOx decreased
upon the addition of glucose. This self-reporting hybrid material
oxidizes the glucose and produces equimolar amounts of hydrogen peroxide,
acting as a static fluorescence quencher (Figure S13). This reaction intermediate immediately switches off the
fluorescence of the hybrid, which intensity drop can be correlated
to the amount of glucose in the medium (Figures A and S14). An
optimal incubation time of 30 min was assessed by the measurement
of the temporal dynamics of the fluorescence response (Figure S15). In addition, the stability of Ce@pGOx
in water was demonstrated to be very satisfactory, with no significant
loss of fluorescence for at least 4 months (Figure S16).
Figure 4
Sensitivity evaluation of Ce@pGOx nanogels as a glucose
biosensor.
(A) Photoluminescence intensity spectra of the chemobiosensor after
incubation with concentrations of glucose from 0 to 95 μM. (B)
Plot of the fluorescence quenching and the linear representation of
the curve (inset) calculated from fluorescence values measured in
(A).
Sensitivity evaluation of Ce@pGOx nanogels as a glucose
biosensor.
(A) Photoluminescence intensity spectra of the chemobiosensor after
incubation with concentrations of glucose from 0 to 95 μM. (B)
Plot of the fluorescence quenching and the linear representation of
the curve (inset) calculated from fluorescence values measured in
(A).The system exhibits a good linear
correlation in the range of 0–95
μM with a correlation coefficient (R2) of 0.97 (Figure B). The limit of detection (LOD) was estimated at 73.37 nM according
to the 3σ rule (eq ). Importantly, compared to other in-solution protocols in which
the enzyme and the Ce salts are separately co-added to the sample,
the confined system allows similar sensitivities for the detection
of the analyte with significantly less cerium content (8 vs 0.13 mM
measured according to ICP-MS for free and confined systems, respectively).[8,9] Moreover, compared to other glucose-measuring methodologies based
on electrochemical, colorimetric, fluorometric, or Raman readouts
(Table ), our methodology
showcases very high sensibility and high apparent recovery rates.
Table 2
Reported Materials for the Detection
of Glucose in Tearsa
method
material
linear range (μM)
detection limit (nM)
apparent recoveryb (%)
RSDc (%)
refs
electrochemical
GDH
40–6200
15
(33)
electrochemical
GDH-modified
220 000
(34)
electrochemical
PTB-GOx
75–7500
22 200
2.58
(35)
colorimetric
GOx-HRP
100–1000
50 000
95
2.9–9.5
(36)
colorimetric
GOx-HRP
20–4000
14 000
94.3–98.0
<3.2
(37)
colorimetric
CNP-PEG-GOx
100–600
111.1–166.6
>10
(38)
fluorometric
PS@C6@PtP-GOx
100–2000
25 000
1.5–9.0
(39)
Raman (SERS)
GMXeP
1–50
390
11.7
(40)
electrophoresis
GOx-PLDz
10–100
5000
11.25
(41)
fluorometric
Ce@pGOx
0.5–95
73.37
99.7–100
2.2–20
this study
The linear range,
detection limit,
apparent recovery, and the relative standard deviation (RSD) of each
material are disclosed.
Detected-added ratio in percentage.
Relative standard deviation.
The linear range,
detection limit,
apparent recovery, and the relative standard deviation (RSD) of each
material are disclosed.Detected-added ratio in percentage.Relative standard deviation.Therefore, we have demonstrated that the rational
tailoring of
the interface between two functional entities using tunable polymeric
hydrogels can be applied to enhance their cross-interaction, thereby
maximizing the performance of the chemoenzymatic systems.[42] This configuration facilitates the fabrication
of sensitive and self-reporting chemobiosensors. Of note, we have
successfully applied our configuration to an alcohol oxidase enzyme
(AOx, from C. Boidinii) for the detection
of methanol in solution via fluorescence readout. (Figure S17).We observed that the addition of glucose
to the Ce@pGOx sample
triggered the evolution of the color of the solution, which turns
orange after several minutes. This observation might be due to the
oxidation of Ce(III) to Ce(IV), which, in turn, might be responsible
for the drop of fluorescence in our system. To ascertain our hypothesis,
we unveiled the oxidation states of the cerium ion before and after
the addition of glucose to the sample by X-ray photoelectron spectroscopy
(XPS). As observed in Figure A, the Ce 3d main peak is characterized by two multiplets
splitting (v and u) corresponding to the spin–orbit split 3d5/2 and 3d3/2.[43−45] The four peaks resolved
from this pair spin–orbit doublets (v′, u′, v°,
and u°) are attributed to Ce3+. In contrast, the sample
that contained glucose during the reaction displayed two additional
peaks, a strong peak at 898 eV (v‴) and another peak at 917
eV, which corresponds to the fingerprint of Ce (IV) oxidation state.
According to these results, it seems that the proximity of the active
center of the enzyme to the cerium complex, situated on the surface
of the nanogel, and the concomitant high local concentration of hydrogen
peroxide around the polymeric counterpart, allows a rapid oxidation
of the cerium compared to other nonintegrated systems.[46−48]
Figure 5
(A)
Ce 3d XPS spectra of Ce@pGOx nanogels upon reaction with 100
mM glucose (black dashed line) and absence of glucose (black line).
(B) Catalytic activity measurements of Ce@pGOx nanogels. The activity
of the hybrid material is represented in μU (nmol glucose min–1) in orange and in terms of specific activity (Umg–1, μmol glucose min–1 mg–1) of Ce in blue. The inset displays the changes of
color upon peroxidation reaction. The activity of Ce control was represented
as a reference. The reaction was monitored by measuring the absorbance
of oxidized ABTS at 416 nm.
(A)
Ce 3d XPS spectra of Ce@pGOx nanogels upon reaction with 100
mM glucose (black dashed line) and absence of glucose (black line).
(B) Catalytic activity measurements of Ce@pGOx nanogels. The activity
of the hybrid material is represented in μU (nmol glucose min–1) in orange and in terms of specific activity (Umg–1, μmol glucose min–1 mg–1) of Ce in blue. The inset displays the changes of
color upon peroxidation reaction. The activity of Ce control was represented
as a reference. The reaction was monitored by measuring the absorbance
of oxidized ABTS at 416 nm.Interestingly, we observed that our system, besides its reporting
capabilities, exhibits catalytic properties. The catalytic profile
of Ce-based nanomaterials (nanoenzymes) has been broadly studied showing
peroxidase, oxidase, catalase, superoxide dismutase (SOD), phosphatase,
and haloperoxidase mimetic properties.[18,49,50] Therefore, we monitored the oxidation ability of
Ce@pGOx hybrids using ABTS as a colorimetric detection method (Materials and Methods section). Gratifyingly, we
observed that, after several minutes of lag time (Figure S18), in which, presumably, Ce(III) is converted to
Ce(IV) in the presence of glucose, the ABTS is clearly oxidized, giving
rise to a blue-colored solution (Figure B). Remarkably, the oxidation of ABTS does
not work in the absence of glucose, revealing that the Ce (IV) cation
is responsible for the oxidase activity.[51,52]
Use of Chemobiosensors for the Detection of Glucose in Tear
Samples
To check the possibility of utilizing our system
to detect the presence of glucose in fluid samples, i.e., tear fluids,
we first determined its selectivity and robustness in the presence
of distinct analytes. We proved that the photoluminescence emission
was not affected in the presence of other disaccharides (maltose,
sucrose, cellobiose, and lactose) (Figure S19A). In contrast, the fluorescence was detrimentally affected upon
the addition of xylose, as it can be oxidized by the GOx enzyme, but
not affected in the case of fructose and galactose.[53] Additionally, the effect of other small molecules such
as ascorbic acid and some amino acids (Arg, Gly, Ala, and Cys) was
tested. Only the fluorescent ascorbic acid triggered a significant
effect on the optical properties of the chemobiosensor, by reducing
the fluorescence readout of the sample by 25% (Figure S19A). Also, we tested the robustness of the system
in the presence of divalent metals (Mg2+ and Ca2+) and different salt concentrations usually present in biological
samples (CH3COOK, NaCl, KCl, and NaH2PO4), with no significant changes in the fluorescence intensity
(Figure S19B).Finally, its potential
applicability for its use to quantify glucose in artificial tear samples
was evaluated. As a first step, the accuracy of the system was assessed
in artificial tear mixtures. Importantly, we observed that the composition
of the tears has a slight effect on the intrinsic fluorescence intensity
of the chemobiosensor, which underestimates the measured glucose concentration
by ca. 4.5 μM in tears samples when applying the calibration
curve displayed in Figure B (Figure S20 and Table S2). Therefore,
considering the effect of the matrix, high apparent recoveries (99.7–100%)
were achieved in the measured range (10–50 μM), which
are comparable with other systems reported, but with significant improvement
in the LOD (Table ). When human tear fluid solution (4.5× dilution) was tested,
the fluorescence intensity of the chemobiosensor was significantly
reduced after 30 min of incubation (Figure ). Our system measured a final glucose concentration
of 30.9 ± 2.1 μM in the diluted sample, which represents
a final glucose concentration of 0.031 g L–1 in
the fluid.[54] These results reflect the
high potential of our chemobiosensor to detect and quantify the glucose
level in human fluids.
Figure 6
Photoluminescence spectra of Ce@pGOx in the presence of
a solution
with and without glucose at 40 μM.
Photoluminescence spectra of Ce@pGOx in the presence of
a solution
with and without glucose at 40 μM.
Conclusions
In conclusion, we have demonstrated that the
confinement of distinct
functional entities that work together in a concurrent manner is a
good approach for the fabrication of effective chemosensing systems.
The arrangement of the active (bio)materials in the nanospace allows
the detection of analytes with a very high efficiency and less concentration
of the reporter.[8] The high specificity
and the robustness of this chemobiosensor make it suitable to measure
glucose concentrations, even in the presence of different amino acids,
salts, and di- and monosaccharides. Interestingly, our hybrid turned
out to be catalytic even at very low cerium concentrations present
in the polymeric shell. This approach opens a straightforward route
to the synthesis of a lanthanide-based biosensor with high sensitivity
and catalytic properties. In summary, we report a useful methodology
based on the utilization of polymeric architectures that allow the
compartmentalization and stabilization of distinct functional (bio)materials
for the sake of one-pot concurrent detection systems.