Mahdiyar Shahbazi1, Henry Jäger1, Rammile Ettelaie2. 1. Institute of Food Technology, University of Natural Resources and Life Sciences (BOKU), Muthgasse 18, 1190 Vienna, Austria. 2. Food Colloids and Bioprocessing Group, School of Food Science and Nutrition, University of Leeds, Leeds LS2 9JT, U.K.
Abstract
The feasible application of additive manufacturing in the food and pharmaceutical industries strongly depends on the development of highly stable inks with bioactive properties. Surface-modified microcrystalline cellulose (MCC) shows the potential of being a useful particulate (i.e., Pickering)-type emulsifier to stabilize emulsions. To attain desired therapeutic properties, MCC can also be tuned with cationic antimicrobial compounds to fabricate an antimicrobial printable ink. However, due to the formation of complex coacervates between the two, the Pickering emulsion is very susceptible to phase separation with an insufficient therapeutic effect. To address this drawback, we reported a green method to produce antioxidant and antimicrobial three-dimensional (3D)-printed objects, illustrated here using a printable ink based on a soy-based particulate-type emulsion gel stabilized by a surface-active MCC conjugate (micro-biosurfactant). A sustainable method for the modification of MCC is investigated by grafting gallic acid onto the MCC backbone, followed by in situ reacting via lauric arginate through Schiff-base formation and/or Michael-type addition. Our results show that the grafted micro-biosurfactant was more efficient in providing the necessary physical stability of soy-based emulsion gel. The grafted micro-biosurfactant produced a multifunctional ink with viscoelastic behavior, thixotropic property, and outstanding bioactivities. Following the 3D printing process, highly porous 3D structures with a more precise geometry were fabricated after addition of the micro-biosurfactant. Dynamic sensory evaluation showed that the micro-biosurfactant has a remarkable ability to improve the temporal perceptions of fibrousness and juiciness in printed meat analogue. The results of this study showed the possibility of the development of a therapeutic 3D-printed meat analogue with desired sensory properties, conceiving it as a promising meat analogue product.
The feasible application of additive manufacturing in the food and pharmaceutical industries strongly depends on the development of highly stable inks with bioactive properties. Surface-modified microcrystalline cellulose (MCC) shows the potential of being a useful particulate (i.e., Pickering)-type emulsifier to stabilize emulsions. To attain desired therapeutic properties, MCC can also be tuned with cationic antimicrobial compounds to fabricate an antimicrobial printable ink. However, due to the formation of complex coacervates between the two, the Pickering emulsion is very susceptible to phase separation with an insufficient therapeutic effect. To address this drawback, we reported a green method to produce antioxidant and antimicrobial three-dimensional (3D)-printed objects, illustrated here using a printable ink based on a soy-based particulate-type emulsion gel stabilized by a surface-active MCC conjugate (micro-biosurfactant). A sustainable method for the modification of MCC is investigated by grafting gallic acid onto the MCC backbone, followed by in situ reacting via lauric arginate through Schiff-base formation and/or Michael-type addition. Our results show that the grafted micro-biosurfactant was more efficient in providing the necessary physical stability of soy-based emulsion gel. The grafted micro-biosurfactant produced a multifunctional ink with viscoelastic behavior, thixotropic property, and outstanding bioactivities. Following the 3D printing process, highly porous 3D structures with a more precise geometry were fabricated after addition of the micro-biosurfactant. Dynamic sensory evaluation showed that the micro-biosurfactant has a remarkable ability to improve the temporal perceptions of fibrousness and juiciness in printed meat analogue. The results of this study showed the possibility of the development of a therapeutic 3D-printed meat analogue with desired sensory properties, conceiving it as a promising meat analogue product.
Entities:
Keywords:
3D printing performance; antimicrobial properties; creep-recovery; dynamic sensory evaluation; frequency sweep; gallic acid; lauric arginate; meat analogue; surface-active biopolymer
Three-dimensional
(3D) printing is considered to be the process
of material assembly to construct 3D structures in a layer-by-layer
manner.[1] This technology can contribute
to waste reduction and to the significant advancement of environmental
sustainability on account of the decreased transportation, storage
requirements, and the decentralization of material preparation.[2] In this sense, the importance of selecting and
characterizing the precise materials to obtain the desired structural
and rheological properties, as a key requirement to attain an effective
3D printing process, can be clearly appreciated.[3] Emulsion templating has been considered a common approach
in additive manufacturing as it can offer proper pseudoplastic- and
viscoelastic-type inks, with a reversible network that can lead to
thixotropic behavior. Nevertheless, 3D printing using such emulsions
is hampered by emulsion instability during application and its poor
self-supporting feature. The latter presents numerous challenges in
attaining an acceptable level of shape control. To overcome these
obstacles, the application of particle-stabilized emulsions (Pickering
emulsions) to the 3D printing process has attracted considerable attention
in recent years.[4−6] The main advantages of Pickering emulsions are their
much-enhanced stability against droplet coalescence, arising from
the almost irreversible absorption of particles at the interfaces,
and their favorable flow characteristics.Microcrystalline cellulose
(MCC) is a highly crystalline material
developed with the partial acid hydrolysis of α-cellulose, which
has an extensive application in the pharmaceutical and food sectors.
It shows a unique functional property as a thickening agent with rheology-modifying
ability.[7] However, unmodified MCC possesses
a high surface charge density with a hydrophilic nature and hence
offers a poor affinity for adsorption at oil–water interfaces.
This makes MCC, in its native form, an unsuitable emulsifier for stabilizing
O/W emulsions. Controlled physicochemical grafting modifications,
through introducing hydrophobic groups, can remedy this shortcoming
and confer innovative features to biopolymers without suppressing
their desirable inherent properties.[8] There
exist several techniques for grafting onto the surface of a crystal.
These include chemical grafting, high-energy radiation modification,
plasma-induced technique, and grafting of polymeric chains.[9] Despite numerous attempted techniques in hydrophobic
modification, many remaining challenges still prevent the large-scale
implementation of such MCC-based emulsifiers. The expensive modifier
agents and environmental concerns they pose (regarding chemical process),
steric hindrance (concerning polymer chains grafting), degradation
of the polymeric backbone (e.g., in high-energy radiation-based
techniques), and hydrophobic recovery (in the case of plasma treatment)
are a few examples of such issues, limiting the wider commercial uses
of hydrophobically modified MCC.[9,10]In recent years,
fabrication and application of antioxidant–biopolymer
conjugates through the grafting of phenolic compounds onto the biomacromolecules
backbone, have received significantly more interest.[11] Reportedly, the grafting of the phenolic compounds offers
biopolymers with desired flow properties and improved emulsifying
features. Moreover, the grafted phenolic conjugates could also provide
reinforced bioactivity (i.e., antioxidant activity)
in comparison with their free-phenolic counterparts.[12−14] Gallic acid (GA), as a secondary metabolite in plants, is recognized
to provide therapeutic features such as antioxidant, anticancer, and
anti-inflammatory properties.[12] The GA
grafted onto a biopolymer (for instance, MCC) can also be reacted
with a biologically derived amphiphilic tag to enhance the emulsification
stability. Particularly, the cationic surfactants were revealed to
interact by a negatively charged biopolymer (i.e.,
MCC). Lauric arginate (LAE), as a biologically derived surface-active
compound, is obtained from L-arginine and lauric acid, showing excellent
therapeutic effects. There are several published works on the therapeutic
effects of LAE against many bacteria in the microbiological growth
medium[15] and food matrices[16] when used alone[17] or in combination
with other antimicrobials.[18] As a valuable
method, grafting LAE on the MCC can then decrease intra- or intermolecular
hydrogen linkages, increasing the surface hydrophobicity of MCC and
thus improving its emulsification property and biological activities
of the pristine MCC.[11]The accelerated
growth of human population in the world and the
subsequent impacts that this has on the consumption of natural resources
are likely to lead to a lack of availability of proteins with a high
biological significance. Recently, soy protein has received much attention
as a promising resource in the development of meat alternatives due
to its ability to provide suitable gel-like structures. However, soy
protein alone is unable to offer a proper fibrous and layered matrix
exhibited by common meat. In general, the soy-based emulsion is an
unstable system, with soy protein having poor emulsifying capability
compared to milk and other animal-derived proteins. When soy is employed
to develop an O/W emulsion, only a small portion of this protein actually
absorbs the droplets. This is due to its high molecular weight, compact
globular structure, and low solubility. It was stated that the utilization
of Pickering emulsions and emulsion gels in the formulation of meat
analogues can improve its textural features.[19] The gel-like structure produced with this multisystem can provide
the essential consistency in the meat alternative products, ascribing
the fibrous perception. On the other hand, the rising health awareness
and increasing demand for reduced-fat meat alternatives drive researchers
to focus on reducing the original fat in these products without the
deterioration of the sensory quality. Once again, the application
of Pickering emulsions and emulsion gels could offer a more effective
technique for the replacement of the oil phase in the fat-substitute
meat alternatives, while also preserving the textural and sensory
features of the products.[19]The main
objective of the current work was to fabricate a reduced-fat
3D-printed meat analogue having a therapeutic property using the functionality
of a modified bioactive MCC. To this end, a novel sustainable process
for the modification of MCC was introduced. By grating GA onto the
MCC backbone, an antioxidative MCC-g-GA was synthesized.
This compound was in situ reacted with LAE through
Schiff-base formation and/or Michael-type addition to offer therapeutic
behavior to MCC-g-GA. Next, different levels of the
grafted MCC conjugate were introduced to the soy-based emulsion to
partially replace its oil phase. Finally, the prepared emulsion was
processed with an extrusion-type printing system, and changes in the
printing performance, morphology, and dynamic sensory features of
3D-printed objects were evaluated.
Methods
and Materials
Material
The soy protein isolate
(SPI) (moisture: 4.83%,
fat: 0.32%, protein: 92.88%, ash: 3.40%, pH: 7.09, and viscosity of
1 wt % solution: 10.0 cP) was obtained from Archer Daniels Midland
Company (ADM, Decatur, IL). Microcrystalline cellulose (MCC) Avicel
PH-101 was purchased from Sigma (Sigma-Aldrich GmbH, Sternheim, Germany).
The lauric arginate (LAE, C20 H41 N4 O3 Cl, ≥98% purity, contained 20% LAE ± 1
in propylene glycol) with a commercial name of CytoGuard LA 2X was
obtained from A&B Ingredients (Farfield, NJ). 4-(2-Hydroxyethyl)-1-piperazineethanesulfonic
acid (HEPES) was purchased from Sigma-Aldrich (Steinheim, Germany).
Free radical 2,2-diphenyl-1-picrylhydrazyl (DPPH), gallic acid (GA),
and 2,4,6-tripyridyl-S-triazine (TPTZ) were supplied from Sigma-Aldrich
(St. Louis, MO). Beet juice extract was purchased from Nature’s
Bounty (Winnipeg, Manitoba, Canada). All other reagents used were
of analytical grade and used without further purification.
Synthesis
of Grafted MCC Conjugate
To modify the surface
of MCC, 3.0 g of MCC with an average particle size of 30 μm
was homogeneously dispersed in 100 mL of deionized water and stirred
for 30 min. Then, HEPES (0.5 g) was introduced into the MCC suspension
and pH was adjusted to 8.5 by the addition of NaOH. This was followed
by the sonication of the MCC suspension using an ultrasonic cleaning
device (Bandelin 400, Berlin, Germany) at 10 kHz for 2 min. Next,
the sonicated suspension was vigorously stirred at ambient temperature
overnight. Afterward, the GA (0.3 g) was introduced into the MCC suspension
(pH = 8.5) and stirred constantly by a magnetic stirrer. The reaction
was done for 18 h at ambient temperature and under atmospheric pressure
conditions. In the final step, LAE (0.3 g) was added to the MCC/GA
suspension. This was continuously stirred for a further 18 h under
ambient conditions. The product was then centrifuged (Eppendorf centrifuge
5417R, Hamburg, Germany) at 1409 G-force for 5 min and washed four
times with deionized water, followed by four more times with ethanol.
The MCC/GA/LAE particles were oven-dried overnight at 40 °C and
stored for further characterization.
Characterization of Grafted
MCC Conjugate
Fourier Transform Infrared (FTIR) Spectroscopy
The
transmission infrared spectra of the pristine MCC, MCC/GA, and grafted
MCC conjugate were identified with an FTIR spectrometer (Jasco FT/IR6200,
Tokyo, Japan) to ensure the presence of the grafting process. The
solid samples needed for the FTIR assay were obtained in the pellet
form by blending 10 mg of each sample with 100 mg of dry KBr. Next,
the samples were transferred to pellets to scan the spectral area
at the wavenumber range of 400 and 4000 cm–1, whereby
50 scans were recorded at 1 cm–1 resolution.[20]
Solid-State 13C NMR Spectroscopy
To further
confirm the grafting of the MCC backbone upon the introduction of
GA and LAE, solid-state 13C NMR was employed using a Bruker
spectrometer (AvanceIII 500, Bruker, Ettlingen, Germany). The device
was linked to a 4 mm MAS (magic angle spinning) probe, where the frequencies
of carbons and protons were 75.46 and 300.13 MHz, respectively. The
external reference was glycine which was utilized aimed at the 13C spectra and in order to set the Hartmann–Hahn matching
condition in the cross-polarization experiments. The spectrum of each
sample was obtained with the ramp {1H} → {13C} cross-polarization (CP)/MAS pulse sequence using the proton decoupling
upon acquisition. The recycling period of 10 s and a contact time
of 3 ms during CP were adjusted for all experiments. The SPINAL64
(small phase incremental alternation with 64 steps) sequence was employed
for heteronuclear decoupling upon acquisition with a proton field
H1H satisfying ω1H/2π = γHH1H = 62 kHz. The spinning rate for all samples was 10 kHz.[5]
X-ray Photoelectron Spectroscopy (XPS)
The XPS assay
was also conducted to further verify the grafting modification of
MCC. The experiments were conducted through a Kratos Axis spectrometer
(Ultra Kratos Analytical, Manchester, U.K.) via a
monochromatic Al Kα source and a 180° hemispherical electron
energy analyzer, working at a pass energy of 65 eV. The step size
was 0.1 eV with a dwell time of 1000 ms. The analyzed zone was adjusted
at a region of 300 × 700 μm2. A Shirley baseline
was employed aimed at the subtraction of the background, and Gaussian/Lorentzian
(70/30) peaks were applied for spectral decomposition. Each spectrum
was analyzed through Vision software supplied by Kratos (Vision 2.2.2,
Ultra Kratos Analytical, Manchester, U.K.).
X-ray Diffraction (XRD)
The XRD diffractogram was obtained
by an X-ray diffractometer (Shimadzu XRD 7000, Tokyo, Japan) with
Cu Kα irradiation. The samples were exposed to the X-ray beam
at 2θ angles ranging from 2 to 60° running at 45 kV and
40 mA, employing Cu Kα radiation (λ = 1.541 Å) at
a rate of 2° min–1. To evaluate the relative
crystallinity degree (RCD), the total curve area (It) and the area under the peaks (Ip) were determined using the software offered by Shimadzu,
and RCD was then calculated according to eq (21)
Water Contact Angle
The contact
angle (CA) was obtained
by an OCA 20 contact angle meter (Dataphysics Instruments GmbH, Filderstadt,
Germany) using the sessile drop approach in natural light. A uniform
thin film was fabricated using a KW-4A spin-coater (CHEMAT Technology
Northridge, CA). This was achieved by spin coating of 2.0 wt % pristine
and modified MCC suspensions (in toluene) onto silicon wafers at a
shear rate of 210 s–1 (5690 G-force) for 1 min.
This was then followed by heat treatment at 90 °C overnight.
The resulting films were sectioned 4 × 6 cm2 and placed
on a horizontal movable stage. A drop (5 μL) of deionized water
with a syringe (10 μL, Hamilton, Switzerland) was deposited
centrally on the surface of the films. The data were analyzed by the
software offered by the Dataphysics Instruments.[22]
Scavenging Activity on DPPH Free Radicals
The stock
DPPH solution was obtained by introducing 5.0 mg of DPPH in methanol
(100 mL). The aqueous suspensions/solutions of pristine MCC, GA, LAE,
and grafted MCC conjugate were individually prepared by dispersing
50.0 mg of each sample in 100 mL of deionized water and stirred for
60 min. Then, the DPPH solution (2 × 10–4 M,
100 μL) was blended with these aqueous suspensions/solutions
(100 μL). The resulting mixtures were shaken vigorously and
incubated at ambient temperature in the dark for 1 h. Next, the reactants
were centrifuged (Eppendorf centrifuge 5417R, Hamburg, Germany) at
4000 G-force for 5 min. The absorbance was then measured at 517 nm
using a spectrophotometer (UVIDEC-50, JASCO Corporation, Tokyo, Japan).
The scavenging effect of DPPH radical was obtained as followswhere A0 is the
absorbance of the control (using deionized water instead of the sample), As is the absorbance of the samples mixed with
reaction solution, and Ab is the absorbance
of the sample under the same condition as As, but where ethanol was used instead of the ethanol solution of DPPH.
Total Antioxidant Capacity
The ferric reducing antioxidant
potential was used to determine the total antioxidant capacity. The
ferric reducing antioxidant potential working solution was provided
by mixing 100.0 mL of sodium acetic buffer (0.3 M, pH 3.6), 10.0 mL
of TPTZ (10 mM, dissolved in 40 mM HCl), and 10.0 mL of FeCl3 solution (20 mM).[23] The mixture containing
100 μL of sample and 200 μL of the potential ferric reducing
antioxidant solution was incubated at room temperature for 20 min,
and the Ab and As values were detected at 593 nm.where, once again, A0 is the absorbance of the control (using deionized
water
instead of the sample), As is the absorbance
of the samples mixed with a working solution, and Ab is the absorbance of the sample under the same condition
as As, but with ethanol used instead of
the working solution.
Antimicrobial Properties
Three bacteria
cocktails containing
identical populations of five trial strains/serovars were utilized
in the antimicrobial assessment, including (1) Salmonella
enterica cocktail: Salmonella montevideo, Salmonella gaminara, Salmonella agona, S. Michigan, and S. Saint Paul;
(2) Escherichia coli O157:H7 cocktail:
H1730, K3995, F4546, 658, and 932; and (3) Listeria
monocytogenes cocktail: LM1, LM2, 310, Scott A, and
V7. Tryptic soy broth (TSB) was employed for S. enterica and E. coli O157:H7, and Tryptic
soy broth supplemented with yeast extract (TSBYE) was applied for
the growth of L. monocytogenes.[24]A disk diffusion technique was applied to assess the antimicrobial
features of the samples. First, the MCC film variants were fabricated
by the spin coating method (see the Water Contact
Angle section). Then, the tryptic soy agar (TSA) or TSA supplemented
with yeast extract (TSAYE, for L. monocytogenes) plates were spread with 100 mL of culture containing 105 CFU mL–1 of bacteria cocktail. Two circular disks
of each film specimen (10 mm) were transformed into each plate. After
incubation for 24 and 48 h at 32 °C (L. monocytogenes) or 37 °C (E. coli O157:H7 and S. enterica), the diameter (mm) of inhibition zones
was determined using a ruler. The mean values of inhibition zone diameters
from the two films, with two disks each (n = 8),
are reported.
Preparation of Soy Protein-Based Pickering
Emulsion
The SPI aqueous dispersion was made by dispersing
SPI powder (25.0
g) into part of the citrate phosphate buffer (pH 5.6, 60 mL), with
the rest of the water being used for the grafted MCC conjugate. Next,
salt (0.1 g) and beet juice extract (0.3% v/v) were introduced into
the SPI-based dispersion. This was followed by gentle stirring of
the SPI-based dispersion at 40 °C for 60 min, using a magnetic
heater stirrer. At the same time, 10% (v/v) sunflower oil was incorporated
into the SPI-based dispersion with a burette. The obtained emulsions
were stirred by an Ultra-Turrax at a speed of 210 s–1 (5690 G-force) for 5 min. Separately, a stock suspension of grafted
MCC conjugate was made by dispersing a weighed amount (70 wt %) of
the grafted MCC powder into the same buffer (pH 5.6, 40 mL). This
was mixed with a high-speed rotor-stator device (Ultra-Turrax T25D
IKA, Germany) at a shear rate of 400 s–1 (20664
G-force) for 10 min at an ambient temperature. This grafted MCC suspension
was gently stirred overnight at room temperature. The pH of the suspension
was then adjusted back to 5.6.An O/W emulsion was prepared
by blending sunflower oil 10 and 90 wt % aqueous SPI-based dispersions
(25.0 wt % SPI, pH 5.6) using a high-speed blender (Ultra-Turrax T25D
IKA, Germany) for 5 min. This coarse emulsion was homogenized by a
two-stage high-pressure Microfluidizer processor (M110-PS, Microfluidics
international Corp., Newton, MA) with 1800 psi at the first stage
and 700 psi at the second stage. The full-fat stabilized emulsion,
regarded as control hereafter (10 wt % sunflower oil, 25.0 wt % SPI,
pH 5.6), was employed for comparison with reduced-fat emulsions. Hence,
20, 40, 60, and 80% reduced-fat emulsions were prepared with grafted
MCC stock suspension (70 wt % grafted MCC, pH 5.6) to obtain the Pickering
emulsions with the following compositions: 8 wt % sunflower oil and
1.4 wt % grafted MCC (SGM1), 6 wt % sunflower oil and 2.8 wt % grafted
MCC (SGM2), 4 wt % sunflower oil and 4.2 wt % grafted MCC (SGM3),
and 2 wt % sunflower oil and 5.6 wt % grafted MCC (SGM4).
Characterization
of Soy Protein-Based Ink
Rheological Experiment
The rheological
behavior of
ink samples was characterized by an AR 2000ex rheometer (TA Instruments,
New Castle, DE) using a parallel-plate geometry (diameter of 40 mm,
gap size of 1 mm). The oscillatory strain sweep (0.1–100%,
frequency = 1 Hz) was performed to attain the limit of the linear
viscoelastic region (LVR). Apart from this, the frequency sweep test
(0.1–100 Hz) was accomplished within the LVR (γ = 1%).
All measurements were performed at 25 °C.[19,25]To evaluate the steady rheological properties, the shear stress
was measured as a function of increasing shear rate (γ̇)
from 0.1 to 100 s–1. The best constituent rheological
equation was selected via statistical analysis, and
the rheological variables were measured using fits to the optimum
model.[26] Hence, the consistency index,
flow behavior index, and yield stress values were obtained by fitting
the Herschel–Bulkley model to the data (eq ).where τ is the shear
stress (Pa), τ0 is the yield stress (Pa), K is the consistency
index (Pa s), γ̇ is the shear
rate (s–1), and n is the flow behavior
index.
Creep and Creep-Recovery Test
The creep and creep-recovery
measurements were performed to evaluate the compliance level during
the creep and recovery stages via an AR 2000ex rheometer
(TA Instruments, New Castle, DE). First, a stress sweep (1 Hz, 0.1–10
Pa) was accomplished (data not shown) to evaluate the oscillatory
yield stress (G′(τ) = G″(τ)), and then the obtained values were considered
as being about 50% of the yield stress.[5,19] The inks were
moved to a parallel-plate geometry with a diameter of 40 mm and a
gap size of 1 mm, maintained at 25 °C. The creep measurement
included the prompt application of a constant shear stress within
the LVR area, lasting from 0 to 500 s while evaluating the sample
deformation during these time intervals. Regarding the recovery phase,
the applied stress was rapidly removed (τapplied =
0.0 Pa) and the recovery values were recorded for an additional 500
s at the same temperature as that in the creep phase.[19] The calculated strain and the recovery are considered to
be the creep compliance and creep-recovery compliance (J) (eq ). The creep-recovery
percentages of inks were then obtained according to eq where J(t) (Pa–1) is creep compliance at time t, γ is the
measured strain, τ0 is the constant
applied shear stress, Jm (Pa–1) is the maximum creep, and Je (Pa–1) is the equilibrium creep compliance after recovery.
Three Interval Thixotropy Test (3ITT)
3ITT involved
a three-step shear rate test, where the first one comprised a steady
shear rate to recognize the ink reference stage without interrupting
the microstructure. This was accomplished with a fixed shear rate
of 1 s–1 for 400 s. In the second interval, a steady
shear rate of 80 s–1 was applied for 200 s and used
to terminate the microstructure of the ink. The third interval included
a similar assessment condition as the first interval, allowing the
partial (or full) recovery of the original structure of the Pickering
emulsion gels[19] (speed and degree of recovery).
Printing Process
The 3D printing process of prepared
soy protein-based inks was conducted using an extrusion-based system
(nScrypt-3D-450, nScrypt, Orlando, FL), coupled with a syringe pump
(PHD Ultra; Harvard Apparatus Holliston, MA). With the use of computer-aided
design software (AutoCAD; Autodesk, Inc., San Rafael, CA), a special
circle and butterfly-shaped objects were modeled and converted to
an STL file. The print paths were provided through the creation of
the G-code files to control XYZ direction instruction for the printer,
developed by the open-source CAM software Slic3r (slic3r.org, consulted
on December 2020) from the STL file. The printable soy protein-based
inks were poured into a stainless-steel cartridge (10 mL) and stirred
with a Vortex mixer (Fisher Scientific, Ontario, Canada) for 10 min,
thus removing any air bubbles from the ink. The layer height was set
at 1 mm, indicating that the nozzle tip was elevated by this value
upon completion of the fabrication of each layer and before commencing
the construction of the next layer. The process was continued until
the suitable 3D architecture was printed in each case. The number
of deposited layers was 8, and the width of the tip was 1 mm (Supporting Information, Table S1).
Characterization
of 3D-Printed Objects
Printing Performance Measurement
Each 3D-printed object
was transferred into a specific chamber 20 × 20 × 20 cm3 to be photographed using a digital camera (α 7M3 E-Mount,
Full-Frame Mirrorless, 24.2 MP, Sony, Tokyo, Japan). The printing
performance of 3D-printed architectures was accomplished by determining
the line width and layer number through a digital caliper (Mitutoyo,
Absolute Digimatic, Tokyo, Japan).[6]
Temporal
Dominance of Sensations (TDS)
Ten assessors
(five females and five males, aged: 20–35 years) were selected
to evaluate variances in the dynamic sensory profile of 3D-printed
meat analogue through the TDS method.[27] In this regard, six selected attributes were listed as being firmness,
juiciness, oiliness, graininess, fibrousness, and chewiness (Supporting Information Table S2). The TDS evaluation
was performed over three sessions to run three replicates. The 3D-printed
objects 5 × 5 cm2 were provided to the assessors by
the randomized complete block design in a monadic order. The panelists
were then presented with a list of six attributes on the computer
screen, each associated with an unstructured scale, ranked from weak
to strong. FIZZ software (Version 1.9, Biosystems, Counternon, France)
was utilized to obtain the TDS plots. The TDS graphs were smoothed
by MATLAB software (R2016a, MathWorks, Inc., Natick, Ma) to generate
TDS curves.[28]
Statistical Analysis
All instrumental experiments were
carried out in triplicate with the mean and standard deviation of
the data calculated and reported. Analysis of variance (ANOVA) was
utilized for the determination of the main effects and to examine
the independence or the interactions between various factors on the
instrumental and sensory data. Duncan’s multiple range test
was applied to separate means of data when significant differences
(P < 0.05) were observed.
Results and Discussion
Characterizations
of Grafted MCC Conjugate
The pristine
MCC powder was purchased as a freeze-dried powder, which was simply
redispersed in water with the shearing treatment (Figure ). The introduction of GA into
the MCC dispersion upon the sonication process resulted in the coated
MCC (MCC/GA) that preserved the colloidal stability of MCC albeit
with a somewhat yellow discoloration (Figure ). On the other hand, the development of
the grafted conjugate in the presence of LAE caused an increase in
turbidity. This could imply an increase in the amphiphilicity of the
system upon the grafting process and also the formation of complex
coacervates between MCC and LAE.[10] It was
stated that the interaction of LAE with other negatively charged molecules
leads to the formation of complex coacervates.[29] This finally decreases the efficiency of LAE and therefore
reduces the minimum inhibitory concentration of the LAE in certain
food and pharmaceutical applications. Hence, there is a need to decrease
the coacervate development and therefore enhance the efficiency of
LAE. In the current study, we used grafting GA onto the MCC backbone
to reduce the possible formation of large aggregates that leads to
low turbidity and large particle size. The possible mechanism for
the surface grafting of MCC as affected by introducing GA and LAE
is schematically shown in Figure . It has been stated that interaction among biopolymers
and oxidized polyphenols leads to the development of new inter- or
intermolecular interactions including covalent and hydrogen linkages,
metal chelation, and π effects.[30] In the first phase, GA is reacted with MCC at pH 8.5 since it is
recognized that under such circumstances, polyphenol oxidation and
oligomerization can proceed. This is especially the case when dissolved
oxygen is present. The process leads to the development of a high-molecular-weight
compound with reduced solubility. Apparently, the solubility reduction
of GA or its intrinsic affinity to MCC results in its grafting on
the surface of MCC.[31] In this situation,
quinones are produced and, in the subsequent reaction phase, react
by −NH2 of LAE through the Schiff-base and/or Michael-type
addition reactions (Figure ).
Figure 1
(Left) Products produced from the LAE reacting with a Schiff-base
reaction and Michael addition. The dotted line signifies GA grafting
onto the MCC via covalent and/or strong intermolecular
interactions, as reported for other substrates (10). (Right) Photographs
displaying the presence of modified MCCs in different phases regarding
the one-pot water-based grafting modification.
(Left) Products produced from the LAE reacting with a Schiff-base
reaction and Michael addition. The dotted line signifies GA grafting
onto the MCC via covalent and/or strong intermolecular
interactions, as reported for other substrates (10). (Right) Photographs
displaying the presence of modified MCCs in different phases regarding
the one-pot water-based grafting modification.
FTIR Measurement
Figure a shows the FTIR spectra of unmodified MCC, MCC/GA,
and MCC/GA/LAE products. A characteristic peak of cellulose I, centered
from 2500 to 3750 and 700 to 1800 cm–1, was detected
for pristine MCC. Moreover, the stretching of the hydroxyl group appeared
around 3380 cm–1. There are also some representative
bands at 2953 cm–1 (assigned to C–H stretching),
1640 cm–1 (related to asymmetric stretching of a
carboxyl group), 1430 cm–1 (associated with methylene
symmetrical bending), 1080 cm–1 (allocated to cellulose
C–O–C bridge), and a peak around 880 cm–1 that corresponds to β-linked glucose moieties.[5] The FTIR spectrum of MCC/GA evidently shows the emergence
of a new typical carbonyl stretching vibration around 1869 cm–1. Moreover, the band induced by −COOH groups
shifted to the higher wavenumbers (1687 cm–1). However,
the main difference between the pristine MCC and MCC/GA was the appearance
of a band associated with C–O stretching, occurring around
1340 cm–1 for GA-coated MCC.[32] In addition, also a new peak appeared around 791 cm–1, resulting from the distortion of the vibrations
of MCC in the benzene rings, and a further band at about 1510 cm–1 caused by the stretching vibration of the C–C
aromatic ring. These changes are suggestive of the interactions between
MCC and GA. A relevant FTIR pattern was also stated by Hu et al.[31] The FTIR spectrum of the grafted MCC/GA/LAE
conjugate exhibiting the magnitude of the stretching band of hydroxyl
groups (−OH) was wider and less pronounced (Figure a). This is likely because
of the higher consumption of −OH groups of MCC, resulting from
the grafting process. The grafted MCC conjugate also displayed the
presence of a band around 1340 cm–1 that was thought
to be the result of C–O stretching. At the same time, the asymmetrical/symmetrical
stretching of methylene results in bands at 2705 and 2810 cm–1. This suggests the likely grafting of LAE to the MCC surface. Furthermore,
the typical secondary N–H bending around 1490 and 1603 cm–1 confirmed the occurrence of Michael addition.
Figure 2
Characterization
of grafted MCC conjugate: (a) FTIR, (b) 13C NMR, (c) XPS,
(d) XRD, (e) transmission electron microscopy (TEM),
(f) water contact angle, and (g) bioactive properties. In the case
of bioactive features, the means inside each column with various letters
(a–d) are significantly different (P <
0.05) according to Duncan’s test.
Characterization
of grafted MCC conjugate: (a) FTIR, (b) 13C NMR, (c) XPS,
(d) XRD, (e) transmission electron microscopy (TEM),
(f) water contact angle, and (g) bioactive properties. In the case
of bioactive features, the means inside each column with various letters
(a–d) are significantly different (P <
0.05) according to Duncan’s test.
13C NMR Spectroscopy
The grafting treatment
of MCC was qualitatively further verified by 13C NMR spectroscopy
(Figure b). A characteristic
band of cellulose I (i.e., C1: 110.9 ppm, C4: 98.1
ppm, C4′: 95.3 ppm, group C2–C3–C5: 70.2–80.1
ppm, C6: 69.1 ppm, and C6′: 64.9 ppm) was detected for pristine
MCC.[5] After GA grafting onto MCC, no obvious
new peaks emerged in the NMR spectrum compared to pristine MCC. However,
a relatively wide band appeared at about 145.3 ppm, which associates
with the resonance of the carbonyl ester (C=O). This result
was in accordance with the carbonyl stretching vibration around 1869
cm–1 detected by FTIR assay. In contrast, the changes
of the NMR spectrum of grafted MCC/GA/LAE conjugate were more marked
compared to GA-coated MCC. As the grafting reaction progressed, new
strong resonances emerged in the NMR spectrum, as seen by the appearance
of distinguished signals at 8.2, 13.2, 24.3, 34.3, 41.8, and 45.5
ppm. These changes could be caused by the terminal methyl carbons, i.e., the secondary carbon (−CH2−)
and the primary carbon groups (−CH3). The obtained
data further supported the effective grafting process of GA and LAE
onto the MCC backbone. Moreover, the crystallinity degree measured
by NMR demonstrated that only a small alteration in the crystallinity
index of MCC (about 85%) occurred upon the grafting treatment (∼86%)
(Supporting Information, Section S.1.1).
XPS Measurement
The XPS patterns of the pristine MCC,
GA-coated MCC, and grafted MCC conjugate are compared in Figure c, providing yet
further support for the indicated grafting mechanism. As expected,
the XPS spectrum obtained from the pristine MCC identified oxygen
and carbon. After the grafting treatment, a nitrogen peak also emerged
on the XPS pattern of the grafted MCC conjugate. This latter peak
results from LAE. The resolving of the nitrogen peak (396.3 eV) led
to the identification of binary compounds, N1 (395.5 eV) and N2 (397.1
eV). They were likely induced by aromatic C=N and aromatic
C–N, respectively.[33] The presence
of both aromatic C=N and C–N bands denotes the formation
of both Schiff-base reaction and Michael addition between MCC/GA and
LAE.[33] Additionally, the peak intensity
at 266.3 and 267.1 eV was increased, which could also be related to
the aromatic C=N and aromatic C–N, respectively. This
then also implies the successful LAE grafting on the GA-coated MCC
backbone. Per the XPS patterns, some general interpretations regarding
atomic ratios could be made. The theoretical proportion of O to C
in pure cellulose is known to be 0.83.[34] In the current study, the obtained O/C ratios were 0.79, 0.91, and
0.42 for pristine MCC, GA-coated MCC, and grafted MCC conjugate, respectively.
The obtained data for the grafted MCC conjugate was not surprising
due to the presence of R–NH2 chains in the LAE structure
with no oxygen, where the O/C proportion reduced significantly. The
discrepancy in O/C proportion regarding MCC and GA-coated MCC might
also be ascribed to slight contamination.[31] It is worth noting that the GA layer on the GA-coated MCC was relatively
thin since if the XPS beam only interacted with GA (with a certain
penetration depth of ∼10 nm), a much lower O/C ratio of 0.73
(O/C ratio for neat GA) would be anticipated.
XRD Pattern
The
diffractogram of pristine MCC exhibited
a crystalline structure with the dominance of cellulose type I in
the MCC.[5] In this case, there are some
strong reflections around 2θ = 14.0° (d001 = 5.4 Å), 2θ = 22.9° (d001 = 4.8 Å), and 2θ = 34.9° (d001 = 4.0 Å) (Figure d), whose RCD was measured to be 78%. This
crystallinity index was slightly lower than the crystallinity degree
of about 84% obtained from the NMR experiment. The diffractogram of
GA-coated MCC presented that the GA grafting onto the MCC resulted
in the fading of the pronounced peak located around 2θ = 14.0°,
which signified the interaction of GA with MCC in the interhelical
backbone. The RCD of this sample was also dropped to 71%. The obtained
result signifies a reduction in the magnitude of the crystalline reflections
together with a decline in the magnitude of the pronounced diffraction
peak of MCC. Moreover, the characteristic peak of MCC shifted from
2θ = 22.9° to 2θ = 22.2°, which indicates that
the gallery spacing from d001 = 4.8 Å
(2θ = 22.9°) increased to d001 = 4.9 Å (22.2°). It has been reported that there is a
slight change in the spatial structure and unfolding of the cellulose
upon the interaction of functional groups of GA with MCC.[10] As Figure d reveals, the intensity of diffraction peaks decreased
more upon the development of a grafted MCC/GA/LAE conjugate, whose
RCD dropped down to 58%. The XRD diffractogram showed that the typical
MCC peak (2θ = 22.9°) altered to a more diffused peak,
showing a reduction in the crystallinity. Furthermore, the diffractogram
of the MCC/GA/LAE conjugate displayed the appearance of a new reflection
around 2θ = 8° (d001 = 6.1
Å). This could indicate that a new crystalline phase was developed
in the amorphous area of cellulose through the grafting process.
Morphological Evaluation
Figure e shows the transmission electron microscopy
(TEM) photograph of unmodified MCC, MCC/GA, and grafted MCC/GA/LAE
products (For an interpretation of the reference for the preparation
of samples for TEM analysis, the reader is referred to Supporting Information Sections S2). In the case
of unmodified MCC, the particles are rod-shaped and are well separated
from each other, with no noticeable agglomeration. Compared to pristine
MCC, the size of particles in the GA-coated MCC and grafted MCC conjugate
had increased, but nonetheless, they preserved their rod-shaped morphology
and remained as well-dispersed individual particles, without any significant
levels of agglomeration. Furthermore, there was an enhancement of
the contrast dark coating on the surface of modified MCC. It has been
stated that an increased contrast of dark coating in the modified
MCC is probably because of the existence of aromatic groups in the
phenolic compounds.[31]
Contact Angle
The model MCC thin film was made by the
spin coating approach, and a sessile drop water contact angle experiment
was performed. The pristine MCC film presented a high hydrophilicity
character, showing a low water contact angle of θ = 26.1°
(Figure f). In this
case, the water droplet was completely absorbed into the MCC film
after 1 min. The MCC backbone is quite wettable due to the presence
of a large number of hydrophilic groups.[35] The contact angle measurement also exposed that the grafting of
GA onto the MCC backbone did not alter the hydrophobicity of the MCC
matrix (θ = 25.8°), specifying the lack of development
of a hydrophobic surface/matrix in the GA-coated MCC. As Figure f shows, a huge enhancement
in the contact angle by a value of 59.3° was detected after the
formation of grafted MCC conjugate (θ = 85.4°). This could
be related to the progress of intermolecular interactions between
MCC, GA, and LAE due to the grafting reaction. This provides fewer
hydrophilic sites on the surface of films, but with more matrix rigidity.[31]
Antioxidant Activity and Reducing Power
The antioxidant
behavior of a compound is related to several mechanisms, including
breaking the radical chains, hampering metal-catalyzed initiation
reaction, and inhibition of the introduction of initiating radicals.[36] To determine the antioxidant capacity, different
in vitro chemical-based experiments, including assays of radical scavenging
activity on DPPH free radicals and ferric reducing antioxidant power,
were performed. Among all evaluated samples, the unmodified MCC presented
the lowest DPPH scavenging effect (Figure g). The scavenging activity of GA alone on
the DPPH free radicals was also measured. This illustrated that the
scavenging effect was appreciably higher than the pristine MCC. GA
is considered a strong apoptosis-inducing agent and an effective antioxidant
agent.[10,37] Thus, the introduction of GA to MCC could
reasonably induce an efficient antioxidant property with a promising
therapeutic effect. Compared to the free GA compound, the GA-coated
MCC and grafted MCC/GA/LAE conjugate provided a stronger quenching
of DPPH radicals in a dose-dependent manner (P <
0.05). It was reported that polyphenol oxidation and oligomerization
are developed after the grafting of GA onto the MCC backbone.[10] This enlarges the size of the conjugated compound
of GA, contributing to an increase in the electron-donating groups.
Thus, the GA-coated MCC and MCC/GA/LAE conjugate have more biological
stability than the free GA. We assume then that these products, with
their swollen supramolecular structure, could capture the free radicals
more successfully compared to the small GA molecules.Another
important parameter to evaluate the antioxidant activity of a compound
is the ferric reducing antioxidant power.[10] The reducing power activity of different samples is shown in Figure g. The reducing power
of all samples, except unmodified MCC, was increased in a dose-dependent
manner. The unmodified MCC showed a weak reducing antioxidant power.
The GA-coated MCC, by contrast, offered stronger reducing power compared
to unmodified MCC (P < 0.05) and was similar to
the neat GA (P > 0.05). This is expected since
GA
is established for its excellent antioxidant feature via the active hydrogen-donating groups.[10,37] The reducing
power activity had enhanced even further for the grafted MCC/GA/LAE
conjugate (Figure g). The obtained data suggest that the interaction of MCC by both
GA and LAE improved the antioxidant behavior of unmodified MCC. In
this regard, high-molecular-weight species are developed upon the
grafting process that provided a biological stable compound, strongly
mopping up the free radicals more efficiently compared to free GA
molecules on their own.[10] Thus, the idea
to reinforce the antioxidant activity by grafting GA and LAE onto
the MCC backbone seems a sensible one.
Antimicrobial Activity
The antimicrobial activities
of free LAE compound, pristine MCC, GA-coated MCC, and grafted MCC/GA/LAE
conjugate were assessed by the disk diffusion experiment upon different
incubation conditions (Figure g). The pristine MCC did not show an inhibitory effect against
any of the evaluated microorganisms, where some bacteria growth was
detected under the MCC films’ disks. In contrast, a slightly
larger inhibition zone diameter was observed for the disks of GA-coated
MCC (P < 0.05), albeit the difference was not
significant after 24 and 48 h (P > 0.05). A great
inhibition zone diameter was also detected for disks of grafted MCC
conjugate, with the differences now being significant after 24 and
48 h (P < 0.05). This demonstrated a continuous
inhibitory effect of film disks of the grafted MCC/GA/LAE conjugate.
The antimicrobial effect of the LAE component[29] in the grafted system was also in accordance with the inhibitory
effect of LAE alone, as conducted in the present study (Figure g). The presence of a positive
charge on the protonated guanidine group of LAE can disrupt the cell
membranes of microorganisms without triggering the cell lysis. However,
this mechanism might also act toward various intracellular bacterial
pathogens, which can also prove lethal to the bacteria.[24,29] In the current work, the antimicrobial MCC offered a great inhibitory
effect against L. monocytogenes compared
to S. enterica and E.
coli O157:H7, which was also reported by Pattanayaiying,
Aran, and Cutter.[38] Following 24 h of incubation,
the film disks of grafted MCC/GA/LAE conjugate presented meaningfully
higher inhibition zones to inhibit all three types of bacteria studied
here when these were compared to GA-coated MCC film disks (P < 0.05). This shows a promising efficiency of grafted
MCC/GA/LAE conjugate to enhance product safety in possible industrial
applications. Compared to the grafted MCC/GA/LAE conjugate film disks,
the GA-coated MCC film disks showed significantly lower inhibition
zones (P < 0.05). The obtained data might have
resulted from the lower inhibitory effect of GA in comparison to LAE.
Characterization of Soy Protein-Based Pickering Emulsions
Flow Curve
of Soy Protein-Based Pickering Emulsions
To be appropriate
for 3D printing, a biopolymeric ink must simply
be squeezed out during the process, with reduced viscous flow forces
inside the nozzle at the time of its application.[3,5,10] However, the ink must also become viscous
enough to keep the 3D-printed shape once the printing process is completed.
Therefore, it is obvious that such an ink must exhibit a significant
degree of pseudoplasticity. Figure a presents the flow curves of soy-based Pickering emulsions.
Each plot was fitted to the Herschel–Bulkley equation, showing
a high correlation coefficient above 0.97 (Supporting Information Table S3). As given in Table S3, the oil replacement by MCC/GA/LAE conjugate (micro-biosurfactant)
led to a lower flow behavior index, suggesting that the Pickering
emulsions have become more shear thinning. Generally, the inks formulated
with the higher levels of grafted MCC conjugate, i.e., SGM3 and SGM4, provided lower flow behavior indices, with a clear
pseudoplastic behavior (0.455 < n < 0.542)
(Supporting Information Table S3). The
presence of the less aggregated droplets/particles and more efficient
dispersed particles in the inks including higher contents of grafted
MCC/GA/LAE conjugate could be that the aggregates become less strong
and break more easily at the lower shear forces, thus providing rapid
shear thinning.[5,19]
Figure 3
(a) Flow curve of soy protein-based emulsions.
(b) Amplitude sweep
and (c) frequency sweep of soy protein-based emulsions, where G′ is denoted by solid symbols and G″ is denoted by open symbols. (d) Creep and creep-recovery
curves and (e) 3-ITT of prepared Pickering emulsion variants. (f)
Droplet size, (g) particle size distribution, and (h) ζ-potential
(For more insight into these tests, see Supporting Information Section S3) of different soy protein-based inks.
(i) Confocal laser scanning microscopy (CLSM) image of control emulsion
(For more insight into the CLSM test investigation, see Supporting Information Section S4).
(a) Flow curve of soy protein-based emulsions.
(b) Amplitude sweep
and (c) frequency sweep of soy protein-based emulsions, where G′ is denoted by solid symbols and G″ is denoted by open symbols. (d) Creep and creep-recovery
curves and (e) 3-ITT of prepared Pickering emulsion variants. (f)
Droplet size, (g) particle size distribution, and (h) ζ-potential
(For more insight into these tests, see Supporting Information Section S3) of different soy protein-based inks.
(i) Confocal laser scanning microscopy (CLSM) image of control emulsion
(For more insight into the CLSM test investigation, see Supporting Information Section S4).The viscosity, which corresponds to the consistency index
of an
emulsion, offered an appreciable increase when the grafted MCC conjugate
was replaced by oil in the range of 4.2–5.6 wt%, i.e., SGM3 and SGM4 (Figure a). The SGM4 ink presented the highest viscosity (at a shear
rate of 10 s–1) with an initial value of 41.7 Pa
s, followed by SGM3 and SGM2 with a viscosity (at a shear rate of
10 s–1) of 38.5 and 34.5 Pa s, respectively (Supporting Information Table S3). The greater
viscosity value with grafted micro-biosurfactant is likely because
of the development of intermolecular interaction among the hydrophobic
regions of LAE and oil on the one hand and more polar cellulose chains
with the hydrophilic domains of soy protein on the other. Moreover,
the higher solid volume fraction in the system upon the addition of
grafted MCC may increase the particle–particle interactions,
leading to the formation of weak but large clusters and decreased
mobility that in turn causes an increase in viscosity.[5]The yield stress difference is considered an important
property
of printable inks. It is associated with the reinforcement of ink
printing performance in addition to the development of well-defined
3D structures.[3] There was an increase in
the yield of soy protein-based ink upon the addition of grafted micro-biosurfactant
(Supporting Information Table S3). Compared
to control ink, replacement of the lowest level of grafted MCC conjugate
did not significantly alter the yield stress (P >
0.05), while at higher ratios, it provided a noticeable increase in
this parameter (P < 0.05). The introduction of
GA and LAE to the MCC backbone presents the possibility for linking
a diverse range of polymeric chains, via the development
of phenolic dimers/trimers and/or even polyphenol oxidation and oligomerization.
The new linkages might result in greater molecular weight and longer
chain lengths, requiring higher stress to make the ink flow. Thus,
it was assumed that the high yield stress of the inks containing higher
levels of grafted MCC conjugate was ascribed to the cross-linking
junction zones obtained by the oxidation of GA followed by in situ reacting LAE via Schiff-base formation
and/or Michael-type addition. The obtained results are imperative
since the desired range of yield stress prevents the deformation of
the extruded layers and the collapse of the 3D-printed structures.
Strain Sweep of Soy Protein-Based Pickering Emulsions
The
dynamic rheological behavior of inks was taken into consideration
as it can offer valuable insights into the viscoelastic parameters
of biopolymeric inks, which directly affects the printability and
resolution of deposited layers.[3] The results
of the strain sweep test are depicted in Figure b. All emulsions presented a G′(γ) higher than G″(γ)
for a wide range of strain amplitude, exhibiting the gel-like character
of the Pickering emulsion gel. The G′ modulus
shows a sign of the system rigidity; then, the inks with a greater G′ offer a more desirable structural strength and
may aid to form a well-defined geometry upon the printing process.
Compared to the control ink, the inks containing grafted MCC conjugate
presented greater viscoelasticity throughout the entire period of
the strain sweep. Besides, the G′(γ)
values increased at higher ratios of grafted micro-biosurfactant.
Moreover, the amphiphilic chains with several hydrophobic regions/groups
along the backbone tend to become simultaneously adsorbed on the surface
of two nearby droplets, thus resulting in the bridging flocculation
of droplets. If droplets remain stable against coalescence, then the
resulting network formed by these oil droplets exhibits strong viscoelastic
behavior.[5,19]Additionally, the linear viscoelastic
region (LVR), where moduli remain independent of the amplitude of
oscillations, was also evaluated to confirm that the experiment was
carried out within LVR. The extent of LVR can reflect the strength
of any formed network in the system. Stronger structured emulsion
gels could remain within the LVR over a higher level of deformation
compared to the weak gels.[39] As Figure b depicts, the control
emulsion possessed a short LVR extent, showing the lower critical
strain (2.3%) in comparison with other samples, whereas the critical
strain values of SGM1, SGM2, SGM3, and SGM4 inks were determined to
be higher at 3.8 5.6, 8.2, and 9.6%, respectively. As a result, compared
to the lower contents of the grafted MCC conjugates, the higher ratios
of the grafted micro-biosurfactant offered a greater G′LVR with a less restricted LVR, thus also a higher
critical strain. This specifies that the reduced-fat ink variants
behaved more like a solid with elastic-like features, signifying the
development of more structured systems under nondestructive conditions.The loss modulus (G″) is an index of the
dynamic viscous character that signifies the dissipation of energy
linked to the unrecoverable viscous loss. As illustrated in Figure b, all ink variants
showed a constant G″(γ) trend within
LVR, as expected. However, at higher amplitude sweeps (>7%), G″(γ) plots crossed over with those of G′(γ), indicating a shift from more elastic
behavior to a more viscous liquid-like one. The crossover points of
the reduced-fat inks were transitioned to the higher strain amplitudes
compared to control the ink. This suggests the development of a stronger
gel-like matrix with a more structured behavior.[5] As an outcome, the enhancement of viscoelastic properties
of the Pickering emulsion gels resulting from the addition of a high
content of grafted micro-biosurfactant may better preserve their shapes
upon printing and enhance the printability and also the geometrical
retention of 3D architectures.
Frequency Sweep of Soy
Protein-Based Pickering Emulsions
Figure c shows the
viscoelastic moduli as a function of oscillatory frequency (ω)
inside LVR (γ = 1%). Concerning the control and SGM1 inks, G′(ω) dominated over G″(ω)
at low frequencies (<1 Hz), demonstrating the dominance of quasi-solid
behavior. However, as the frequency proceeded, G″(ω)
gradually approached more closely the value of G′(ω)
until a crossover point (ωc), i.e., G′(ω) = G″(ω).
On the other hand, the moduli of the SGM2, SGM3, and SGM4 inks all
presented a relatively linear rise by increasing the frequency. In
these cases, the intensity of G′(ω)
was also considerably higher as the ratio of grafted micro-biosurfactant
was increased, with the stronger gel-like feature. It is proposed
that the development of GA-coated MCC contains the oxidation of phenolic
group for producing o-quinones or o-semiquinones.[10,30] The orthoquinone then in situ reacted with the amino groups of LAE through Schiff-base
development and/or Michael-type addition, which improves the hydrophobicity
contact angle for the surface of MCC. MCC particles with higher hydrophobicity
tend to aggregate to form stronger networks. This most likely includes
MCC particles adsorbed on the surface of droplets, hence incorporating
droplets into the MCC gel network, as active fillers.The reinforcing
effects of the grafted MCC/GA/LAE conjugate were also reflected on
the G″(ω) modulus. In this case, G″(ω) linearly increased as the micro-biosurfactant
level was increased. This offers the strengthened structure of soy
protein-based emulsion and a mechanically stable matrix, showing an
elastic gel-like character. As Figure c depicts, the slope of G″(ω)
for the reduced-fat inks was higher than G′(ω)
at higher frequencies (>10 Hz), where the crossover point (ωc) was observed. Moreover, a shift in ωc to
higher frequencies was also noticed with increasing content of grafted
micro-biosurfactant. The formation of viscoelastic Pickering emulsion
systems offered by the grafted MCC conjugates could be a valuable
way for the realization of the soy protein-based ink. This helps to
keep the printed shape upon extrusion force during 3D printing and
reinforces the mechanical strength and shape fidelity.
Creep-Recovery
of Soy Protein-Based Pickering Emulsions
From Figure d, the
creep compliance levels of SGM3 and SGM4 inks were lower than those
of SGM1 and SGM2 samples. As the creep-recovery data presented, the
SGM3 and SGM4 showed a maximum creep compliance, which are about 33-fold
(J(t) = 0.026 Pa–1) and 96-fold
(J(t) =0.009 Pa–1) lower than the control ink (J(t) = 0.86 Pa–1), respectively. Compared to SGM3
and SGM4, the SGM1 (J(t) = 0.75 Pa–1) and SGM2 (J(t) = 0.48 Pa–1)
inks presented a relatively weaker structure, caused by a larger peak
strain level (Figure d). Therefore, the greater ratios of grafted MCC conjugate could
result in a greater improvement of the elastic component of the viscoelasticity.
This might be explained by the existence of higher amounts of hydrophobic/hydrophilic
regions in Pickering emulsion gels.[10] In
this situation, a strong interaction could be developed between comparable
groups in the adjacent droplets/particles.[5]The recovery area of the creep test can be considered as the
amount of decline in the compound deformation upon the removal of
the applied stress.[5,10] A material with higher elasticity
and a more gel-like matrix offers a greater relative recovery.[40] The recovery phase data revealed that the relative
recovery property of soy protein-based ink was enhanced with increasing
level of the grafted MCC conjugate. In this regard, the recovery percentages
of SGM3 (∼70%) and SGM4 (∼75%) inks were much higher
than the control ink (∼45%), hence signifying an appreciable
reinforcement of the recovery properties of the ink system. A poor
relative recovery, by contrast, was noticed for SGM1 and SGM2 with
a recovery percentage of around 45 and 50%, respectively. This indicated
weaker elasticity and mechanically a less stable structure. The creep-recovery
data point to the incorporation of a higher level of micro-biosurfactant
that formed a strengthened ink structure. According to the creep-recovery
test, a more reversible network matrix in the reduced-fat inks was
induced after introducing the micro-biosurfactant, which affects the
elastic or viscous behavior of the viscoelastic properties of the
soy-based printable ink.
3ITT of Soy Protein-Based Pickering Emulsions
The 3ITT
measurement was used to evaluate if the Pickering emulsions are prone
to rapid recovery upon being sheared at large deformations. As a criterion,
when the peak viscosity of a material in the third interval recovers
to at least 70% of its initial value, it has shown an ideal thixotropic
behavior.[40]Figure e presents the changes in the viscosity of
printable ink variants as a function of shear rate and time. Compared
to control ink, the viscosity of reduced-fat inks, formulated by grafted
MCC conjugates, presented greater values as may be expected. This
signifies an improvement of the structural strength. Concerning the
initial shearing interval, SGM3 and SGM4 inks displayed a considerably
higher viscosity value compared to SGM1 and SGM2. The greater viscosity,
attributed to a greater amount of micro-biosurfactant, can be ascribed
to the more hydrophobic nature of MCC/GA/LAE conjugate, leading to
stronger bonds holding particles together in the formed colloidal
gel networks. Concerning the third stage, a lower viscosity was detected
for all inks than that of the first stage. Regarding the 3ITT, the
final viscosity transients expose the changes in the structural levels
of the system once the shear rate is suddenly stepped up or down.[10] Thus, a change in the viscosity of Pickering
emulsion gel, after application of a stepwise shear rate, is related
to its viscoelasticity and recovery compliance resulting from its
structures.[5] In the second interval (with
a steady shear rate of 80 s–1), a marked reduction
in viscosity was observed due to the breaking up of the high levels
of interconnected structures in the Pickering emulsion gels (Figure e). Once shear was
removed (i.e., the third interval), the reduced-fat
inks showed a reversible restructuration toward their initial structure.
As displayed in Figure e, the SGM3 and SGM4 inks presented an outstanding level of structural
recovery, with initial viscosity recoveries were determined to be
76 and 84%, respectively. This follows the expected trend of structuring
of the Pickering emulsion gel resulting from the micro-biosurfactant
addition, thus allowing a higher resistance to the application of
a rapid strain. In contrast, the lower extents of viscosity recoveries
of SGM1 (38%) and SGM2 (44%) can be attributed to rather an irreversible
structural failure. These showed an inferior mechanical strength owing
to the existence of the less structured gel-like system and weakly
connected networks.[5,19] In accordance with these data,
the steady and oscillatory rheological tests revealed that a less
structured ink showed a weaker elastic property. Therefore, an excellent
dynamic network with a desirable reversible structure was fabricated
in the Pickering emulsion inks, especially those with a higher ratio
of grafted micro-biosurfactant.
Characterization of 3D-Printed
Objects
Printing Performance
To perform an effective 3D printing
process, a high level of pseudoplasticity and viscoelasticity offers
ink high printability.[3,10] Under this condition, the inks
can easily be extruded out during the 3D printing process. Furthermore,
a more reversible ink having smaller droplets/particles, which are
uniformly dispersed in the emulsion, can offer an effective 3D printing
process concerning the shape stability and resolution of the printed
structures.[3] In the present study, the
results obtained above already prove that the SGM3 and SGM4 Pickering
emulsions can be characterized as forming superior ink in terms of
their rheological and structural properties. In these cases, they
showed a higher degree of shear-thinning behavior, greater elastic
modulus, and a strong thixotropic feature with lower creep compliance.
Moreover, as outlined in the Supporting Information, and specifically
in Section S.3.1, the SGM3 and SGM4 inks
also presented the smallest particle size (also see Figure f) with a monomodal particle
size distribution (also see Figure g) and higher ζ-potential (also see Figure h), denoting a more
structured Pickering emulsion.Figure illustrates the photographs of 3D-printed
soy protein-based architectures containing different ratios of grafted
MCC conjugates, which were printed in a layer-by-layer manner. The
3D structures involving SGM4 ink, with 5.6 wt % grafted micro-biosurfactant,
preserved their shape during the printing process, while also resulting
in a fine resolution with a smooth surface (Figure , fifth column). The shape produced with
SGM3 ink, having 4.2 wt % grafted micro-biosurfactant, was printed
without failure upon the printing process. However, after the printing
process, the supporting structure in the underside layer was weakened
and somewhat deformed (Figure , fourth column). The SGM2 ink, involving 2.8 wt % grafted
micro-biosurfactant, was moderately easily extruded out from the nozzle
but deformed without keeping the structure at the curved area of the
designed shape (Figure , third column). Finally, the control (with no grafted micro-biosurfactant)
(Figure , first column)
and SGM1 (with only 1.4 wt % grafted micro-biosurfactant) (Figure , second column)
were stacked upon printing and then crumbled in the middle of the
process. These latter two inks could not provide sufficient support,
and the stacking became untenable in the upper portion of the design.
As a consequence, it was confirmed that the increasing level of micro-biosurfactant
could enhance the layer resolution, leading to a high geometrical
accuracy. An increase in the content of grafted MCC/GA/LAE reinforced
the mechanical strength of the inks, where the emulsion gels showed
a higher structural strength of the internal linkages. This enhances
the spatial resolution of the resulting 3D-printed objects.[3,6,10]
Figure 4
Printing performance photographs of different
3D-printed structures.
The scale bar is 5 cm.
Printing performance photographs of different
3D-printed structures.
The scale bar is 5 cm.To assess the structural
strength and printing precision, the layer
number (assigned to the structural strength) and line width (related
to the printing accuracy) of 3D-printed architectures were evaluated
(Supporting Information Table S4). The
layer numbers and line widths of the printed control, SGM1, and SGM2
were statistically similar to each other (P >
0.05).
On the contrary, the printed SGM3 and SGM4 objects offered the 3D
structures higher layer numbers and thinner line widths, representing
a desired structural strength and well-defined shape. The manufacture
of 3D constructs with a precisely controlled structure caused by the
inclusion of higher micro-biosurfactant ratios could be elucidated
due to the development of a structured matrix with a strong elastic
matrix and reinforced connected network. As viscoelastic data show,
the SGM3 and SGM4 inks provided a higher value of the elastic property
with enhanced structural recovery. This could offer the Pickering
emulsion gel resistance against the rapid shear stress and deformation
during the 3D printing process.
Morphology of 3D-Printed
Objects
Figure shows the VP-SEM microstructure of the printed
objects developed with different levels of grafted micro-biosurfactant.
The microstructure of printed control seemed to be rugged and irregular
with noticeable agglomerated pieces. Besides, there is no obvious
pore structure inside its matrix. As Figure depicts, the incorporation of 1.4 wt % grafted
micro-biosurfactant could not induce a positive effect on the microstructural
properties. This means that the microstructure of printed SGM1 had
some level of unevenness with the existence of the aggregated particles
on the surface. Moreover, its structure seemed to be denser than that
of other reduced-fat printed objects. Regarding printed SGM2, there
is the appearance of a limited number of pores with small size and
more spherical shape. The VP-SEM micrograph also presented pores in
the printed SGM2 randomly dispersed throughout the matrix. In the
case of printed SGM3 and SGM4, there was a large number of pores with
smaller sizes that were regularly distributed within the matrix. In
this context, the highest ratio of grafted MCC conjugate, i.e., printed SGM4, could enhance the porosity with an ordered
pore, while this was not the case for printed SGM3. Then, the changes
in the printing performance and structural stability of 3D structures
could be due to differences in their microstructure and therefore
the properties.[6]
Figure 5
VP-SEM photomicrographs
of different meat analogues variants.
VP-SEM photomicrographs
of different meat analogues variants.
Dynamic Sensory Evolution
To accomplish the temporal
perceptions of different sensory attributes, the TDS technique is
considered an effective tool to compare the sensations perceived simultaneously
in a complex food product.[27,28]Figure shows the TDS curves of 3D-printed meat
analogue variants, where the significance and chance levels are specified.
Based on a binomial distribution and in view of 30 evaluations, the
chance (20%) and significance (34%) levels, obtained from six traits,
were determined. Figure displays that the graininess trait was a dominant attribute in the
3D-printed control, SGM1, and SGM2 with a maximum dominance rate (max.
DR%) of 63.5, 60.1, and 50.9%, respectively. This trait prevailed
during the whole period of the sensory evaluation (P < 0.05). Based on the VP-SEM experiment, a high level of irregularity
with some aggregated micro-sized particles (except SGM2) were detected
on the surface of these printed samples. Contrary, the grainy texture
in the 3D-printed SGM3 and SGM4 was not perceived as significantly
dominant at any time of the sensory assessment (P > 0.05). An even and homogeneous structure could be possibly
developed
in these samples as revealed by microstructure investigations, which
showed a smaller pore size distribution with an extremely porous matrix.
Figure 6
Temporal
profile of dominant sensations in standardized time with
specific attributes in meat analogue samples.
Temporal
profile of dominant sensations in standardized time with
specific attributes in meat analogue samples.In the case of printed SGM3 and SGM4, the chewiness and firmness
traits were also dominant at the middle of the consumption time. In
the temporal profile of printed SGM2, the chewiness attribute also
created a trivial peak, albeit significant, at the middle of TDS evaluation
(P < 0.05). By referring to the instrumental texture
measurement, the printed SGM3 and SGM4 meat analogues proposed a firmer
matrix compared to 3D-printed SGM1 and SGM2 (Supporting Information Section S.5.1). These reduced-fat printed samples
presented a strong gel-like matrix; thus, they rationally needed a
greater force required to chew their matrix. Similarly, the 3D-printed
SGM3 and SGM4 meat analogues showed a juicy attribute, especially
at the middle of the mastication period, with greater dominance regarding
printed SGM4 (max. DR = 45.6%). A promising sensory result was detected
for the fibrous attribute, where the printed SGM3 and SGM4 showed
the greater dominance of fibrousness with a max. DR of 46.8 and 51.4%,
respectively. However, the fibrous sensation in the printed SGM1 and
SGM2 was not perceived as significantly dominant throughout the consumption
time (P > 0.05).In summary, the newly developed
bioactive soy-based Pickering emulsion
gel, stabilized by multifunctional microcrystalline cellulose, established
feasibility and efficiency for applications in 3D food printing. As
gallic acid is well known for its antioxidant ability and lauric arginate
shows an interfacial stabilizing effect with excellent antimicrobial
activity, we attempted to improve the interfacial activity of microcrystalline
cellulose via interfering with intra- and intermolecular
hydrogen linkages and hydrophobic interaction and also reinforced
its antioxidant and antimicrobial activities through grafting of gallic
acid and lauric arginate onto the surface of microcrystalline cellulose.
After introducing multifunctional microcrystalline cellulose to a
soy-based dispersion, a Pickering emulsion gel showing pseudoplastic,
viscoelastic, and thixotropic properties was obtained, having a monomodal
particle size distribution. The soy protein-based Pickering ink was
also effectively processed through an extrusion-type printing system
to produce a fibrous meat analogue with a high degree of shape fidelity.
The printing performance results, obtained from the inks containing
the grafted microcrystalline cellulose, offered the enhancement of
layer resolution with a high geometrical precision. A promising result
regarding the sensorial properties of the 3D-printed meat analogues
was the evidence of a fibrous sensation, which was confirmed by dynamic
sensory evaluation. Such introductory results in 3D printing showed
how this technique could further generate plant-based meat with the
desired texture for enhanced eating experiences. The novel applications
in food texture modification to potential fabrication of printable
emulsions with a flexible interfacial behavior are promising viewpoints.
Considering the obtained results, the food-grade particulate-type
inks are not only attractive from an academic look but would have
an excessive effect on the construction of suitable emulsion systems
in industrial applications.
Authors: Nicolas A Lavieri; Joseph G Sebranek; Byron F Brehm-Stecher; Joseph C Cordray; James S Dickson; Ashley M Horsch; Stephanie Jung; Elaine M Larson; David K Manu; Aubrey F Mendonca Journal: Meat Sci Date: 2014-03-19 Impact factor: 5.209
Authors: Tadas S Sileika; Devin G Barrett; Ran Zhang; King Hang Aaron Lau; Phillip B Messersmith Journal: Angew Chem Int Ed Engl Date: 2013-08-22 Impact factor: 15.336