Palraj Kalimuthu1,2, Juan F Gonzalez-Martinez1,2, Tautgirdas Ruzgas1,2, Javier Sotres1,2. 1. Department of Biomedical Science, Faculty of Health and Society, Malmö University, 20506 Malmö, Sweden. 2. Biofilms-Research Center for Biointerfaces, Malmö University, 20506 Malmö, Sweden.
Abstract
Proteases are often used as biomarkers of many pathologies as well as of microbial contamination and infection. Therefore, extensive efforts are devoted to the development of protease sensors. Some applications would benefit from wireless monitoring of proteolytic activity at minimal cost, e.g., sensors embedded in care products like wound dressings and diapers to track wound and urinary infections. Passive (batteryless) and chipless transponders stand out among wireless sensing technologies when low cost is a requirement. Here, we developed and extensively characterized a composite material that is biodegradable but still highly stable in aqueous media, whose proteolytic degradation could be used in these wireless transponders as a transduction mechanism of proteolytic activity. This composite material consisted of a cross-linked gelatin network with incorporated caprylic acid. The digestion of the composite when exposed to proteases results in a change of its resistivity, a quantity that can be wirelessly monitored by coupling the composite to an inductor-capacitor resonator, i.e., an antenna. We experimentally proved this wireless sensor concept by monitoring the presence of a variety of proteases in aqueous media. Moreover, we also showed that detection time follows a relationship with protease concentration, which enables quantification possibilities for practical applications.
Proteases are often used as biomarkers of many pathologies as well as of microbial contamination and infection. Therefore, extensive efforts are devoted to the development of protease sensors. Some applications would benefit from wireless monitoring of proteolytic activity at minimal cost, e.g., sensors embedded in care products like wound dressings and diapers to track wound and urinary infections. Passive (batteryless) and chipless transponders stand out among wireless sensing technologies when low cost is a requirement. Here, we developed and extensively characterized a composite material that is biodegradable but still highly stable in aqueous media, whose proteolytic degradation could be used in these wireless transponders as a transduction mechanism of proteolytic activity. This composite material consisted of a cross-linked gelatin network with incorporated caprylic acid. The digestion of the composite when exposed to proteases results in a change of its resistivity, a quantity that can be wirelessly monitored by coupling the composite to an inductor-capacitor resonator, i.e., an antenna. We experimentally proved this wireless sensor concept by monitoring the presence of a variety of proteases in aqueous media. Moreover, we also showed that detection time follows a relationship with protease concentration, which enables quantification possibilities for practical applications.
Wireless
sensor technologies
have an enormous potential to change the healthcare landscape.[1] In home environments, constant monitoring by
means of wireless biosensors will allow early detection of a variety
of conditions and, therefore, acting appropriately on time reducing
the length and severity of required treatments. Here, the wireless
aspect is of critical importance as it facilitates remote real-time
measurements with minimal human intervention.[2] Thus, the development of wireless chemical/biological sensors is
an area that has attracted significant research efforts.[3−5] In this work, we continue this research direction and present a
novel strategy for low-cost wireless sensors for proteolytic activity.Proteolytic activity monitoring is of high relevance in healthcare
applications. Disruption of proteolytic activity is associated with
many pathologies.[6,7] Proteolytic activity is also a
biomarker for microorganisms and, subsequently, for related conditions.[8] Multiple methods, based on different detection
principles, have been developed to quantify proteolytic activity,
e.g., fluorescence-based techniques, electrochemical methods, surface
spectroscopy techniques, and enzyme-linked peptide protease assays.[9] Any of these methods can be rendered wireless
by coupling adequate circuitry (e.g., Wi-Fi, Bluetooth, etc.) to the
signal-reading unit. However, in some cases, this is of little use,
especially in the case of lab methods not suited for point-of-care
applications. In some others, e.g., electrochemical methods, this
approach still requires embedding batteries within the sensor, which
increases cost and limits implementation in many areas. One example
is the incorporation of sensors in care products like wound dressings
and diapers where, because of being disposable products, costs need
to be kept to a minimum. For instance, incorporation of protease sensors
in wound dressings would allow home monitoring of wound healing. In
this regard, there is a large body of evidence that protease content
(especially metalloproteinases and elastase with typical concentrations
in wound fluid in the order of μg/mL) reach higher values in
nonhealing wounds.[10,11]A different possibility
is to make use of passive wireless technologies
i.e., those that do not require an energy source. These can be classified
according to the incorporation of an integrated circuit (chip) in
the transponder/sensor. Technologies that make use of chips, like
passive RFID and NFC,[12−14] allow the transmission of digitalized information.
However, the cost of the chip still limits their implementation in
some applications. An alternative is the use of chipless approaches.[15,16] These can be implemented by means of batteryless circuits/transponders
that include an LC (inductor–capacitor) resonator,
i.e., an antenna, that can be optionally connected to other, e.g.,
sensing, passive components. The reading protocol in this implementation
can vary. One of the most common approaches is monitoring the frequency
for which the power transmitted from a magnetically coupled network
analyzer-like device also equipped with an antenna is maximized.[17] This (characteristic) frequency depends on the
equivalent impedance of the transponder. Chemical/biosensor concepts
based on this technology rely on processes where the transponder overall
impedance and, therefore, the characteristic frequency, are modified
in the presence of an analyte of interest.[4,18−27] This can be achieved in different ways. One relies on analyte-induced
changes of the permeability of the surroundings of the whole transponder.[4,20,21,24,28] However, this sensing mechanism is limited
in some cases, especially when sensing takes place in aqueous media.
The presence of water in the surroundings of the antenna decreases
the reading distance.[29] Additionally, the
characteristic frequency not only depends on the transponder equivalent
impedance but also on the magnetic permeability and dimensions of
the different media that separate antenna and reader. Thus, the characteristic
frequency would depend, e.g., on the volume of water surrounding the
antenna, a parameter difficult to standardize if sampling is to be
avoided. These drawbacks can be overcome with a design where the sensor
section of the transponder, that is susceptible to analyte-induced
impedance changes, is connected but well differentiated from the antenna
section, which is kept outside the investigated aqueous medium.[30]Based on this last approach, the goal
of this work was to develop
a sensor section that, when connected to an LC resonator/antenna,
would enable wireless monitoring proteolytic activity in aqueous media.
As a transduction mechanism, we focused on proteolytic degradation
of biodegradable materials. This mechanism has been employed in different
protease sensing approaches, often using gelatin as the biodegradable
material.[31−33] It was also used recently for passive chipless wireless
protease sensing by monitoring permeability (antenna capacitance)
changes originated by the degradation of a gelatin film in the proximity
of the antenna.[34] However, pristine gelatin
films present low stability and resistivity in aqueous media. This
limits their use (i) for long-term monitoring and (ii) in implementations
where it would be desirable to monitor a change in resistivity rather
than in permeability (which is the case for the proposed implementation).
For overcoming these drawbacks, we developed a cross-linked gelatin–caprylic
acid composite characterized by a high stability, surface adherence,
and resistivity in aqueous media. By coupling two electrodes bridged
by this composite to an antenna (LC resonator), we
were able to monitor a variety of proteases and showed that this approach
even enabled their quantification.
Experimental Section
Chemicals
Gelatin (Type A, Prod. No. G2500), glycerol
(Prod. No. G5516), caprylic acid (Prod. No. O3907), aqueous solutions
of glutaraldehyde (GTA) (50%, w/v) (Prod. No. G7651), proteinase from Aspergillus melleus (Prod. No. P4032), trypsin from
porcine pancreas (Prod. No. T7409), proteinase K from Tritirachium
album (Prod. No. P2308), and phosphate-buffered saline (PBS) tablets
(Prod. No. P4417) were procured from Sigma-Aldrich (St. Louis, MO).
All solutions were prepared with ultrahigh-quality water (UHQ; resistivity,
18.2 MΩ·cm) processed in Elgastat UHQ II apparatus (Elga
Ltd., High Wycombe, Bucks, England). Stock enzyme solutions (10 mg/mL
in 10 mM PBS solutions) were stored at −70°C and thawed
and diluted just before use. Unless specifically stated, all chemicals
used were of at least analytical grade.
Preparation and Film Formation
of Cross-Linked Gelatin–Caprylic
Acid Composites
Pristine gelatin solutions were prepared
by dissolving (10% w/v) gelatin powder in UHQ water under heating
(50 °C) and continuous stirring for 30 min. Glycerol was then
added until a final 1% w/v concentration and kept under heating and
stirring for additional 15 min. After achieving a homogeneous gelatin–glycerol
mixture, caprylic acid (CA) was added into the complex mixture until
a final concentration of 64% w/v. Stirring and heating continued for
30 min until a uniform composite solution was achieved.The
resulting hot gelatin–glycerol–CA composite was used
to form films both on sensor surfaces used for Quartz Crystal Microbalance
with Dissipation (QCM-D) investigations and on screen-printed gold
electrodes (SPGE) used for impedance and wireless investigations.
For forming films on QCM-D sensor surfaces, 40 μL of the composite
were spin-coated (30 rpm, spin-coater developed in-house). The thickness
of these coatings was estimated from QCM-D measurements. Coatings
on SPGEs were formed by drop coating 60 μL of the gelatin–glycerol–CA
composite. In this case, thickness was estimated by differential-contrast
optical microscopy (Supporting Information Section S1) (Nikon Optiphot, Japan).After coating, the films
were cooled at room temperature for 10
min and then incubated in a 0.5 wt% 5 mL glutaraldehyde (GTA) in water
solution for 1 h. After this step, the films were rinsed thoroughly
with UHQ water to remove any non-cross-linked GTA. Finally, the films
were cured at room humidity and temperature for 12 h.
Quartz Crystal
Microbalance with Dissipation (QCM-D)
QCM-D measurements
were performed with an E4 system (Q-Sense AB,
Sweden) by simultaneously monitoring frequency and dissipation shifts
for composite coatings formed on gold-coated AT-cut piezoelectric
quartz crystals (QSX 301, Q-Sense AB, Sweden). A detailed description
of the technique and its basic principles can be found elsewhere.[35,36]Before every experiment, QCM-D surfaces were rinsed with Hellmanex
II 2% (v/v) water solution, rinsed again extensively with UHQ water,
dried under nitrogen, and plasma-cleaned for 4 min in low-pressure
residual air using a glow discharge unit (PDC-32 G, Harrick Scientific
Corp.).Noncoated QCM-D sensors were initially characterized
in PBS solution.
Then, they were removed from the instrument and subsequently spin-coated
with the gelatin-based composite (see above). Then, the coated sensors
were again characterized by QCM-D in PBS for 5 h and, subsequently,
in the presence of protease solutions.
Vector Network Analyzer
(VNA)
A commercial DG8-SAQ
VNA (SDR-Kits, Melksham, U.K.) was used both to characterize the impedance
of cross-linked gelatin–CA composites and as a reader for the
proposed wireless sensor concept. For this, the SPGEs (C223AT, Metrohom
DropSens, Spain) were coated with the composite as previously indicated.
The working and counter electrodes of the SPGEs were connected to
a 50 Ω coaxial cable (matching the characteristic impedance
of the VNA) by means of a homemade three-dimensional (3D) printed
holder (Figure , the
reference electrode was unattended). For direct impedance measurement,
the opposite end of the coaxial cable was connected to the transmitter
port (TX) of the VNA. For wireless measurements, a homemade copper
circular RF antenna (diameter 5.5 cm, five loops) was soldered to
the end of the coaxial cable (Figure ). A similar RF antenna was connected to the TX port
of the VNA (Figure ) so that it functioned as a wireless reader. For all reported experiments,
reader and sensor antenna were kept at a distance of 1.2 cm.
Figure 1
(a) Illustration
and (b) photograph of the setup used for wireless
protease detection. (c) Close view of the reader and transponder antennas.
(d) Prototype of the proposed wireless protease sensor.
(a) Illustration
and (b) photograph of the setup used for wireless
protease detection. (c) Close view of the reader and transponder antennas.
(d) Prototype of the proposed wireless protease sensor.Both direct and wireless VNA-based measurements were performed
by first exposing the composite-coated SPGEs to bare PBS for at least
24 h to ensure stability.Then, the coated SPGEs were exposed
to protease solutions and the
magnitude of the reflection scattering parameter, (where PT is
the transmitted power and Pmax is the
maximum achievable transmitted power) was monitored continuously in
the 3–30 MHz range at a sweep rate of 135 kHz/s. For experiments
were the proteolytic degradation took long times, the protease solution
was replaced every 48 h to counteract the decrease of enzyme activity.
Results and Discussion
Sensor Concept
In this work, we
propose a concept for
passive radio frequency (RF) wireless sensing of proteases based on
a transponder design with well-differentiated antenna and sensor sections,
only the latter being exposed to the investigated aqueous media. The
equivalent circuit for this concept is shown in Figure .
Figure 2
Equivalent circuit for the reader and proposed
transponder/sensor
concept. The reader antenna is magnetically coupled (M) to the transponder antenna. Both antennas are modeled as series RLC circuits. In the transponder, the antenna section is
connected to a sensor section (in our case, a biodegradable polymeric
material) modeled by a capacitor and a resistor connected in parallel.
Equivalent circuit for the reader and proposed
transponder/sensor
concept. The reader antenna is magnetically coupled (M) to the transponder antenna. Both antennas are modeled as series RLC circuits. In the transponder, the antenna section is
connected to a sensor section (in our case, a biodegradable polymeric
material) modeled by a capacitor and a resistor connected in parallel.In this concept, the power transmitted from the
reader antenna
to the transponder is maximized, i.e., the power reflected is minimized,
for a (characteristic) frequency for which the imaginary part of the
equivalent impedance (eq ) is zero[37]where M is the mutual inductance
between reader and transponder antennas. The impedance for the reader
antenna can be expressed aswhereas the impedance for the transponder
would bewhere LraRra, and Cra correspond
to the inductance and parasitic resistance and capacitance of the
reader antenna, LtaRta, and Cta correspond to
those of the transponder antenna, and Cts and Rts correspond to the capacitance
and resistance of the transponder sensor section. It is not straightforward
to identify how the characteristic frequency, i.e., for which the
imaginary part of Zeq becomes zero, depends
on Rts and Cts because of the complexity of the corresponding analytical expression.
However, it is possible to arrive at a simpler expression if one can
neglect the contribution from the reader antenna, i.e., if the reader
and transponder antennas resonate at significantly different frequencies
(as it was the case for our setup, Supporting Information Section S2). In this situation, it is reasonable
to assume that the power reflected will be minimized for a frequency
close to that for which the imaginary part of the equivalent impedance
of the transponder is zero. From eq follows that the condition Im{Ztransponder} = 0 is fulfilled for a characteristic frequency
ω0 such that (eq )From eq , it follows
that a decrease in the resistance of the sensor section of the transponder, Rts, would lower the frequency for which the
reflected power is minimized. In the proposed sensor concept, we make
use of this dependence.
Development of a Gelatin-Based Material Suitable
for Wireless
Monitoring of Proteolytic Activity
Following previous works,[31,32,34,38,39] we focused on gelatin as the main component
of the biodegradable material to be incorporated in our transponder
design. However, the use of pristine gelatin films on impedance-based
sensors has inherent drawbacks. The reason is that the impedance of
pristine gelatin films is similar to that of physiological aqueous
media and only starts to differ for very low ionic strengths (<2
mM).[32,39] This limited the use of pristine gelatin
in our transponders. Specifically, the characteristic frequency measured
in physiological media for transponders with sensor sections consisting
of pristine gelatin films did not significantly differ from that measured
for transponders with sensor sections consisting of noncoated electrodes
(Supporting Information Section S3). Thus,
further improvements of the degradable material to be used were required.We first incorporated glycerol as a plasticizer to increase film
wettability and adhesiveness.[32,39] Glycerol also enhances
water permeability and, therefore, decreases stability due to the
presence of hydrophilic OH groups.[40] For
this reason, we kept the amount of glycerol down to a minimum (1%
w/v).To further increase resistivity, gelatin was cross-linked,
specifically
with glutaraldehyde (GTA) because of its low cost and effectiveness.[33,41] Bigi and co-workers[41] investigated the
efficiency of GTA in cross-linking gelatin and reported that 98% cross-linking
was achieved when exposing gelatin to 0.5 wt% GTA in water solution.
We used a similar concentration. This choice was supported by the
fact that (i) for lower GTA concentrations, fast film detachment and
solubilization were observed, and (ii) for this value, the wireless
sensors exhibited a stable characteristic frequency that could be
clearly differentiated from that of transponders with noncoated sensor
sections (Supporting Information Section S3).To further reduce the water permeability of gelatin films,
we incorporated
fatty acids.[42] As fatty acids with chain
lengths exceeding 12 carbon atoms do not homogeneously mix up with
gelatin,[42] we chose caprylic acid, CA (C8H16O2). We performed a systematic study
on the optimal CA concentration to be used and found that 64% w/v
was optimal not only for achieving a well-differentiated characteristic
frequency upon coating the SPEG with the composite but also for increasing
the transmitted power between reader and sensor and, therefore, expanding
the reading range (Supporting Information Section S3).The successful incorporation of CA and GTA into
the pristine gelatin
films was confirmed by means of Fourier transform infrared (FTIR)
spectroscopy (Supporting Information Section S4). Moreover, the developed composite exhibited appropriate characteristics
for its use in wireless proteolytic detection, as shown and discussed
below.
Proteolytic Degradability of GTA Cross-Linked Gelatin–CA
Composites
The performance of the proposed sensor relies
on the susceptibility to proteolytic degradation of the developed
gelatin-based composites. This was investigated by QCM-D monitoring
the composites exposed to a model protease, proteinase from A. melleus (Figure ). The protease choice was based on that the filamentous
microfungi Aspergillus are known to cause a broad
spectrum of systemic diseases[43] and on
that their proteases are used for diverse biotechnological applications.[44]
Figure 3
(a) Frequency and (b) dissipation shifts for the fifth
overtone
corresponding to representative experiments where QCM-D gold surface
modified with cross-linked gelatin–CA composites were initially
exposed to PBS for 5 h, followed by exposure to different concentrations
of proteinase from A. melleus (0.5,
5, and 50 μg/mL) in PBS. Both plots also include a negative
control where the composite was exposed to bare PBS for 26 h.
(a) Frequency and (b) dissipation shifts for the fifth
overtone
corresponding to representative experiments where QCM-D gold surface
modified with cross-linked gelatin–CA composites were initially
exposed to PBS for 5 h, followed by exposure to different concentrations
of proteinase from A. melleus (0.5,
5, and 50 μg/mL) in PBS. Both plots also include a negative
control where the composite was exposed to bare PBS for 26 h.Figure shows frequency
and dissipation shifts for the fifth overtone (similar behavior was
observed for other overtones) of gold QCM-D surfaces coated with cross-linked
gelatin–CA composites. In the figure, zero frequency and dissipation
values correspond to those measured for clean noncoated surfaces.
Values for t > 0 correspond to those measured
for
the coated sensor immediately after exposure to PBS. Coating resulted
in negative frequency and positive dissipation shifts, indicating
the presence of a highly viscoelastic coating. It is possible to estimate
the adsorbed mass by means of the Sauerbrey equation[45]where n is the overtone number,
Δf is the frequency shift of the nthovertone, Γ is the adsorbed amount, f0 is the quartz fundamental frequency, and zq is the acoustic or mechanical impedance. Even though
the Sauerbrey equation underestimates the mass of a highly viscous
layer as those investigated here, it still provides a reasonable estimation.[31] Assuming from Figure an average value of −400 Hz for the coatings, eq yields a Γ of ∼7
× 10–6 g/cm2. Assuming that the
density of the films would be similar to that of water (i.e., 1 g/cm3), the thickness of the coatings formed on QCM-D surfaces
would be ∼70 nm. Exposure of the coatings for ∼1 h to
the highest investigated protease concentration (50 μg/mL) resulted
in their effective disintegration as indicated by the fact that both
frequency and dissipation shifts decreased to almost zero values.
Exposure of the coatings to lower protease concentrations (5 and 0.5
μg/mL) also led to degradation at, however, longer times. These
results proved the proteolytic degradability of the developed cross-linked
gelatin–CA composites and even the possibility to use this
degradability as a quantitative transducer mechanism for proteolytic
activity.
Impedance of Cross-Linked Gelatin–CA Composites during
Their Proteolytic Degradation
The proposed wireless protease
sensor concept is based on that proteolytic degradation of the cross-linked
gelatin–CA composites, i.e., the sensor section of the transponders,
leads to a shift in the overall impedance of the transponder and,
therefore, of its resonance frequency. This requires that the impedance
in the RF spectrum of the sensor section, i.e., the composite-bridged
electrodes, also changes in the presence of proteases. We verified
this behavior by means of VNA measurements, as indicated in the Experimental Section.Here, we used thicker
composite films (Supporting Information Section S1) than in QCM-D experiments. The rationale behind this was
achieving long-time stability of the composite films in aqueous solutions
(∼103 h, Supporting Information Section S5). Figure shows a representative measurement of the real (Figure a) and imaginary
(Figure b) components
of the impedance of the composite-bridged electrodes from the moment
they were exposed to a 0.5 mg/mL solution of proteinase from A. melleus. It can be seen that after ca. 27 h both
components reached a stable value. We hypothesized that the system
could be modeled as a capacitor, C, and a resistor, R, combined in parallel. Subsequently, we used eq to fit both the real and imaginary
components of the composite-bridged electrodes impedance during its
degradation.
Figure 4
(a) Real and (b) imaginary components of the
impedance of a cross-linked
gelatin–CA composite-coated SPGE exposed to a 0.5 mg/mL solution
of proteinase from A. melleus in PBS.
(c) Capacitance and (d) resistance values obtained by fitting experimental
impedance data from (a) and (b) to eq .
(a) Real and (b) imaginary components of the
impedance of a cross-linked
gelatin–CA composite-coated SPGE exposed to a 0.5 mg/mL solution
of proteinase from A. melleus in PBS.
(c) Capacitance and (d) resistance values obtained by fitting experimental
impedance data from (a) and (b) to eq .As shown in Supporting
Material Section S6, eq provided a reasonable
fit for the experimental data. This allowed quantifying the capacitance
(Figure c) and resistance
(Figure d) of the
setup during the proteolytic degradation of the composite coatings.
It can be seen that the change in capacitance can be neglected (values
stayed within a ∼3 pF window during the experiment). However,
resistance decreased continuously during exposure of the composite
to proteases. When the resistance reached a stable value, the composite
was completely degraded as confirmed by visual inspection (Supporting
Information Section S1). According to eq , when incorporated in
standard LC transponders with resonance frequency
in the investigated range, degradation proteolytic digestion of cross-linked
gelatin–CA composites will result in a decrease of their characteristic
frequency, allowing this process to be wirelessly monitored.
Wireless
Protease Sensing in Aqueous Media
The degradation
of the developed cross-linked gelatin–CA composite films (coupled
to an RF antenna, Figure d) was wirelessly monitored by means of the magnitude of the
forward scattering parameter, |S11|, registered
with a VNA equipped with another RF antenna (Figure ). |S11| spectra
from a representative experiment, where the composite-bridged electrodes,
i.e., the sensor section of the transponder, were exposed to a 5 mg/mL
solution of proteinase from A. melleus in PBS, are shown in Figure a. The time evolution of the transponder characteristic frequency, f0 (that for which |S11| reached a minimum value), for four different experiments where
the wireless sensors were exposed to different protease concentrations
(5, 0.5, 0.05, and 0.005 mg/mL) in PBS are shown in Figure b. These figures evidence that f0 started to decrease soon after exposure to
proteases until, eventually, a stable value was reached. The f0 decrease rate was significantly faster than
that observed in control experiments where the composite-coated electrodes
were exposed to protease-free PBS. In these control experiments, f0 decreased less than 0.5 MHz during the initial
800 h of buffer exposure (Supporting Information Section S5).
Figure 5
(a) |S11| time evolution for
a representative
experiment where one of the developed protease sensors was exposed
to 5 mg/mL of proteinase from A. melleus. (b) Evolution of the characteristic frequency over time measured
for different sensors exposed to different concentrations of proteinase
from A. melleus. (c) Protease detection
time, defined at that for which the characteristic frequency of sensors
exposed to protease solutions shifted by 0.8 MHz, for different concentrations
of proteinase from A. melleus in PBS.
(a) |S11| time evolution for
a representative
experiment where one of the developed protease sensors was exposed
to 5 mg/mL of proteinase from A. melleus. (b) Evolution of the characteristic frequency over time measured
for different sensors exposed to different concentrations of proteinase
from A. melleus. (c) Protease detection
time, defined at that for which the characteristic frequency of sensors
exposed to protease solutions shifted by 0.8 MHz, for different concentrations
of proteinase from A. melleus in PBS.As seen in Figure b, the rate at which f0 decreased with
exposure time increased significantly after an initial 0.8 MHz shift.
Subsequently, we used this f0 shift, i.e.,
0.8 MHz, as a protease detection criterion. According to this criterion,
proteinase from A. melleus was detected
at 13.5 ± 0.5 h for a bulk concentration of 5 mg/mL, at 25 ±
10 h for a bulk concentration of 0.5 mg/mL, at 40 ± 2 h for a
bulk concentration of 0.05 mg/mL, and at 59 ± 3 h for a bulk
concentration of 0.005 mg/mL. Figure c shows that protease detection times exhibited an
exponential-like dependence with bulk protease concentration. While
more data points would be needed to properly define a calibration
standard, our results sufficiently show that the proposed sensor concept
not only allows monitoring the presence of proteases but also shows
possibilities for calibration and, therefore, for protease quantification.Our results were obtained under physiological ionic strength conditions.
As changes in f0 originate from changes
in the resistivity between the coated electrodes, it is expected that
ionic strength will influence both the final f0 value and its change rate during the degradation process
(the initial value is almost independent of the surrounding medium,
as shown in Supporting Information Section S7). Subsequently, we aim to investigate the role of ionic strength
in a future work.In wireless monitoring based on LC resonance, f0 shifts can also be originated
by changes in
the dielectric properties of the media between reader and transponder,
as well as by changes in the distance/orientation between both. The
first aspect does not play a role in the employed setup. Separating
antenna and sensor sections in the transponder allowed a configuration
where the media, i.e., air, between the transponder antenna and the
reader does not vary. Regarding the second aspect, changes in the
reader–transponder distance and relative orientation had mainly
an effect in the |S11| magnitude but not
in f0 (Supporting Information Section S8). Thus, the monitored f0 shifts could be unequivocally ascribed to the onset
of proteolytic degradation in the investigated liquid.Finally,
we also confirmed that the proposed concept could be used
to monitor the presence of other proteases of different origin, as
shown in Supporting Information Section S9, for trypsin and proteinase K from Tritirachium album.Nonspecifity
is a characteristic feature of most heterogeneous
protease assays that make use of natural substrates like gelatin.[9,46] In this regard, the use of synthetic peptides with predetermined
amino acid sequences that match the recognition sequence of the protease
of interest stands out as a promising approach.[47,48] We foresee that the proposed wireless proteases sensor concept could
be implemented with composite materials that incorporate such peptides,
therefore providing selectivity for specific proteases.
Conclusions
We present a biodegradable composite material characterized by
high stability, surface adherence, and resistivity in aqueous media,
and prove its potential for incorporation in passive wireless transponders
for monitoring proteolytic activity. The major addressed challenge
was developing a biodegradable material characterized by (i) a resistivity
significantly higher than that of aqueous media, (ii) highly stable
in these media to enable long-term monitoring, but (iii) that could
still be degradable by proteases. For this, we developed, and extensively
characterized, a cross-linked gelatin–caprylic acid composite
that fulfills these characteristics. For proving the possibility of
using the degradation of this composite as a transduction mechanism
for passive wireless monitoring of proteases, we propose a concept
where the wireless transponder consists of well-differentiated antenna
(LC resonator) and sensor sections. In turn, the
sensor section consists of electrodes bridged by the biodegradable
composite. We showed that proteolytic digestion of the composite leads
to a change in its resistivity, which eventually decreases to that
of the aqueous environment. This results in a change of the overall
impedance of the transponder and, subsequently, in a decrease of the
(characteristic) frequency for maximum reader–transponder transmitted
power, i.e., the quantity used for wirelessly monitoring in passive
wireless communication. We experimentally proved the validity of this
sensor concept by successfully monitoring the presence of a variety
of proteases in aqueous media. Moreover, we also showed that detection
time follows a relationship with protease bulk concentration, which
opens quantification possibilities. Finally, while it is clear that
the developed cross-linked gelatin–caprylic acid composite
has substantial potential for applications that would benefit from
wireless monitoring of proteolytic activity, it is worth to mention
that it could as well be incorporated in any other type of electrical
chemical sensor strategy regardless of the reading mechanism.
Authors: M Rodahl; F Höök; C Fredriksson; C A Keller; A Krozer; P Brzezinski; M Voinova; B Kasemo Journal: Faraday Discuss Date: 1997 Impact factor: 4.008
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