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, United Kingdom.
Abstract
The manufacture of next-generation 3D-printed foods with personalized requirements can be accelerated by in-depth knowledge of the development of a multifunctional biopolymeric-based ink. As a fat replacer in the food industry, microcrystalline cellulose (MCC) has the potential to address the growing need for sustainable healthy reduced-fat 3D printed foods. The modification of MCC structure by polyphenols gives the way to produce a multifunctional antioxidative Pickering emulsion with improved emulsifying properties. In this study, different types of polyphenols, including gallic acid (GA), tannic acid (TA), and cyanidin-3-O-glucoside (C3G), were individually used to synthesize the grafted MCC-g-polyphenol conjugates by the free-radical grafting method. Then, the antioxidative grafted microconjugates were added to a soy protein-based emulsion gel to partially substitute its oil, and each Pickering emulsion gel variant was printed through an extrusion-based 3D printing system. Emulsifying properties and antioxidant character of MCC were proven to be enhanced after the fabrication of grafted microconjugates. Compared to MCC-g-TA, MCC-g-GA and MCC-g-C3G could efficiently improve the stability of a reduced-fat soy-based emulsion gel upon storage. Moreover, the reduced-fat soy-based emulsion gel containing grafted microconjugates endowed a characteristic shear-thinning behavior with a gel-like structure and superlative thixotropic properties. Following the printing, the antioxidative Pickering emulsion gels containing grafted microconjugates produced well-defined 3D structures with superior lubrication properties. This study demonstrated that the grafting of polyphenols onto MCC could enhance bioactive properties and improve emulsifying performance of MCC, making it a useful component in the development of personalized functional foods.
The manufacture of next-generation 3D-printed foods with personalized requirements can be accelerated by in-depth knowledge of the development of a multifunctional biopolymeric-based ink. As a fat replacer in the food industry, microcrystalline cellulose (MCC) has the potential to address the growing need for sustainable healthy reduced-fat 3D printed foods. The modification of MCC structure by polyphenols gives the way to produce a multifunctional antioxidative Pickering emulsion with improved emulsifying properties. In this study, different types of polyphenols, including gallic acid (GA), tannic acid (TA), and cyanidin-3-O-glucoside (C3G), were individually used to synthesize the grafted MCC-g-polyphenol conjugates by the free-radical grafting method. Then, the antioxidative grafted microconjugates were added to a soy protein-based emulsion gel to partially substitute its oil, and each Pickering emulsion gel variant was printed through an extrusion-based 3D printing system. Emulsifying properties and antioxidant character of MCC were proven to be enhanced after the fabrication of grafted microconjugates. Compared to MCC-g-TA, MCC-g-GA and MCC-g-C3G could efficiently improve the stability of a reduced-fat soy-based emulsion gel upon storage. Moreover, the reduced-fat soy-based emulsion gel containing grafted microconjugates endowed a characteristic shear-thinning behavior with a gel-like structure and superlative thixotropic properties. Following the printing, the antioxidative Pickering emulsion gels containing grafted microconjugates produced well-defined 3D structures with superior lubrication properties. This study demonstrated that the grafting of polyphenols onto MCC could enhance bioactive properties and improve emulsifying performance of MCC, making it a useful component in the development of personalized functional foods.
Three-dimensional
(3D) printing has become more important in industry
as it offers many advantages in material fabrication, facilitating
operative procedures, portable high-precision applications, and customized
geometry manufacture of complex architectures. The successful application
of 3D printing to create desired printed objects is mostly related
to the development of efficient printable ink dispersion.[1] Commonly, the printable polymeric-based inks
must offer well-defined pseudoplasticity to provide
low flow resistance through nozzles, but also must offer a gel-like
structure, possessing sufficient yield stress, to resist compressive
stresses from the capillary effects post-printing.[2]The emulsion stability and printability features
of structured
gels are the primary quality attributes behind the wide application
of emulsion gels in additive manufacturing. Soy proteins are widely
served to prepare meat substitutes due to offering a gel-like network.
However, because of their poor solubility, dense globular structure,
and high molecular weight, soy proteins have low emulsifying ability
in comparison with other derived proteins. When they are employed
to stabilize an emulsion, only a small portion of soy proteins absorbs
onto the droplets, likely as aggregated protein particles.[3]Because of current advances in emulsion-printing
techniques, the
adaptability of colloidal particles offers particle-stabilized or
“Pickering emulsions” with exclusive functional properties.
This type of emulsion is regularly considered to be extremely stable
dispersions because of the high energy of particles desorbing from
the interface.[4,5] Thanks to the almost irreversible
interfacial adsorption of particulate stabilizers, the highly stable
Pickering emulsions also efficiently preserve bioactive compounds
inside the oil phase for a long time.[4] As
a sustainable polymer raw material, microcrystalline cellulose (MCC)
is often used as a colloidal particle to stabilize O/W emulsion.[4,5] It is also commonly used as a fat replacer in food products, which
can address the growing need for sustainable healthy reduced-fat foods.
Though, unmodified MCC with poor surface activities and high hydrophilicity
shows a lack of emulsion forming properties, therefore inhibiting
its extensive use as a real particulate stabilizer. The results of
recent works pointed out the advanced roles of modified MCCs in 3D
printing purposes to develop different personalized functional foods.[4,5] In this regard, tuning the structure of MCC gives a potential technique
for realizing the flow behavior of biopolymer-based inks to ones desired
for the enhanced printing performance in a given tailored geometry.[2]Taking advantage of the cost-efficiency,
sustainability, and application
of eco-friendly reacting agents, there are many endeavors assigned
to the polyphenol-inspired grafting modification methods. As an abundant
secondary metabolite of plants, the polyphenols, including tannic
acid, gallic acid, and cyanidin-3-O-glucoside, are
considered the main portion of the human diet.[6] They offer the promise of being useful as a bioactive compound on
account of their important and promising physicochemical features.
The polyphenols exhibit antioxidant,[6,7] antibacterial,[8] anti-inflammatory,[9] anti-allergic,[10] and antitumor activities.[9] Among them, the antioxidant capacity of polyphenols
is well documented in the literature.[6] Besides
the bioactivities, numerous research works have stated the applicability
of polyphenols as an effective stabilizer of O/W emulsions.[11−13]Application of high temperatures and shearing force during
processing
or storage can lead to the thermal and/or oxidative degradation of
polyphenols, thus decreasing their functional properties. In this
regard, polyphenols with low molecular weight are more susceptible
to degradation because of their poor thermal stability. To overcome
this limitation, several physicochemical approaches have been introduced
to reduce the polyphenols degradation, such as the conjugation of
supramolecular biomaterials with polyphenols.[13] It was stated that the resulting conjugates endow advanced stability
with a lower degradation rate compared to components with low molecular
weight, preserving the excellent functionalities of polyphenols. Moreover,
numerous publications have reported the possible application of therapeutic
impacts of polysaccharide–polyphenol conjugates in food industries.[13] A promising approach to develop the polysaccharide–polyphenol
conjugate is the free-radical grafting procedure. This method includes
a sustainable and ecofriendly technique that offers grafting of polyphenols
onto the biomaterial backbone without the utilization of organic solvent
and toxic radical initiators.[14] To develop
the grafting reaction, a green redox pair component, comprising the
mixture of ascorbic acid and hydrogen peroxide can be used. The produced
radicals can react with polyphenols to promote the development of
grafted biopolymer–polyphenol conjugates. These conjugates
can be used in the pharmaceutical and food sectors in keeping the
functional properties of polyphenols upon processing and storage.To the best of our knowledge, no reports have shown the utilization
of modified multifunctional MCC to develop a stable antioxidative
Pickering emulsion gel for 3D food printing. In this paper, first,
the functionalized MCC conjugates were produced by grafting different
types of polyphenols using the free-radical grafting method with hydrogen
peroxide/ascorbic acid redox pair. The utilization of this redox system
endows the grafting of MCC to be accomplished with high reaction yields
and without the development of toxic compounds. Next, each grafted
MCC–polyphenol conjugate, as a fat replacer, was individually
added to a soy protein-based emulsion gel to partially substitute
its oil, developing an antioxidant-stable Pickering emulsion gel.
Finally, we focus on the last category of low-fat 3D printed meat
analogue products, where reduced-fat Pickering emulsion gel stabilized
by grafted microconjugates was printed through a 3D printer in a layer-by-layer
fashion.
Methods and Materials
Materials
SPI isolate (SPI) (moisture:
4.83%, fat: 0.32%, protein: 92.88%, ash: 3.40%, pH: 7.09, and viscosity
of 1% wt. solution: 10 cP) was obtained from Archer Daniels Midland
Company (ADM, Decatur, IL). Microcrystalline cellulose (MCC) Avicel
PH-101 was purchased by Sigma (Sigma-Aldrich GmbH, Sternheim, Germany).
Gallic acid (GA), tannic acid (TA), cyanidin-3-O-glucoside
(C3G), and Tripyridyl-S-triazine (TPTZ) were supplied
from Sigma-Aldrich (St. Louis, MO). Folin-Ciocalteau’s phenol
reagent and 2,2-diphenyl-1-picrylhydrazyl (DPPH) were purchased from
MP Biomedicals (Irvine, CA). l-Ascorbic acid and hydrogen
peroxide (H2O2) were obtained from Sigma (Sigma-Aldrich
GmbH, Sternheim, Germany). All other reagents used were analytical
grade without further purification.
Synthesis
of Grafted MCC–Polyphenol
Conjugates (Grafted Microconjugates)
MCC was completely dispersed
in distilled water (100 g L–1) and stirred using
a magnetic stirrer for 120 min at ambient temperature. Then, the MCC
suspension was sheared using a high-speed rotor-stator device (Ultra-Turrax,
IKA* T25 digital, Germany) for 20 min, which generated shear force
at a shear rate of 210 s–1 (5690 G-force). After
completing the process, the sheared MCC was collected and dried in
an oven at 40 °C for 36 h. After that, the dried MCC was ground
to disrupt the clumps, and filtered by a sieve to attain the particle
size of 20 μm.The synthesis of grafted microconjugates,
including MCC-g-GA, MCC-g-TA, and
MCC-g-C3G, was performed through the free-radical
grafting method. In this regard, the pretreated MCC (5 g) was dispersed
in 100 mL of distilled water (5 wt %) and stirred through a high-speed
rotor-stator device (Ultra-Turrax, IKA* T25 digital, Germany) at 50
°C for 120 min to obtain a homogeneous dispersion. Next, 5 mL
H2O2 (1.0 M) containing 0.08 g of ascorbic acid
was introduced to the MCC-based dispersion. Then, the MCC dispersion
containing redox initiator compounds was homogenized via an ultrasonic
cleaning device (Bandelin 400, Berlin, Germany), operating at 15 kHz
for 2 min. Finally, the different mass ratio from each polyphenol
compound to MCC (0.5:1, 1:1, 1.5:1, and 2:1) was individually incorporated
into the reaction vessel and vigorously stirred at 28 °C for
48 h to ensure complete hydration. Then, the product was centrifuged
(Eppendorf centrifuge 5417R, Hamburg, Germany) at 1409 G-force for
20 min in the ambient condition and washed five times with deionized
water. Finally, the supernatant was dried using a freeze-dryer device
(Christ Alpha 1–2LD plus, Germany) to obtain a well-separated
particle. Blank MCC, as a control, was obtained in similar circumstances
albeit without the polyphenols.
Characterization
of Grafted Microconjugates
Fourier-Transform Infrared
Spectroscopy
(FTIR)
The transmission infrared spectra of pristine MMC
and grafted microconjugates were identified with an FTIR spectrometer
(Jasco FT/IR6200, Tokyo, Japan) to confirm the grafting process. The
solid samples needed for the FTIR assay were obtained in the pellet
form by blending approximately 10 mg of each sample with 100 mg of
dry potassium bromide (KBr). Next, the samples were transferred to
pellets to scan the spectral area at the wavenumber ranges of 400
and 4000 cm–1, in which 50 scans were recorded with
1 cm–1 resolution.[4]
Solid-State 13C (NMR) Spectroscopy
To further verify the grafting of MCC structure by polyphenol variants,
solid-state 13C NMR was performed through a Bruker spectrometer
(AvanceIII 500, Bruker, Ettlingen, Germany) equipped with a 4 mm MAS
(magic angle spinning) probe, where frequency for carbons and protons
was 75.46 and 300.13 MHz, respectively. The glycine as an external
reference was utilized to obtain the 13C spectra and 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 was 10 s and a contact time of 3 ms during CP was adjusted
for all experiments.[4]
Determination of the Degree of Grafting
The content
of each polyphenol in the synthesized grafted microconjugates
was measured based on the verified methods of Folin–Ciocalteu[15] with slight modification. In short, the freeze-dried
MCC–polyphenol conjugate variants (5 mg mL–1) were dispersed in distilled water and stirred at 30 °C for
60 min. Next, 0.5 mL of suspension was blended with 1 mL of Folin–Ciocalteu
reagent (5 times dilution) and was continuously stirred for 60 min
in the dark. The reaction was initiated by introducing 5 mL sodium
carbonate (10 w/v%). The suspension was treated by a high-speed rotor-stator
device (Ultra-Turrax, IKA* T25 digital, Germany) for 2 min, which
induced a shear force at a shear rate of 400 s–1 (20664 G-force). The reaction was accomplished within 18 h in ambient
temperature and under atmospheric pressure. Finally, the absorbance
of the homogeneous dispersion was measured at 650 nm through a UV–vis
spectrophotometer (UV-2550, Shimadzu, Japan). GA, TA, and C3G were
used as a standard and the grafting degrees of the grafted microconjugate
variants were expressed as milligrams of each polyphenol equivalent
per gram of grafted MCC–polyphenol conjugate.
Transmission Electron Microscopy (TEM)
To evaluate
the morphology of the grafted microconjugate variants,
the TEM was performed on a Hitachi-7650 TEM (Hitachi Co., Ltd., Japan)
at an acceleration voltage of 80 kV. The particle aqueous suspension
(0.05 wt %) was placed onto a Formvar-coated 200-mesh TEM grid (Canemco
Inc., Canada) and dried at room temperature before observation.
X-ray Diffraction (XRD)
The XRD
diffractogram was obtained through 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 speed of 2° min–1. To evaluate the relative crystallinity degree (RCD), total curve
area (It), and the area under the peaks
(Ip) were determined using the software
offered by Shimadzu, and RCD was measured from eq :[16]
Water
Contact Angle
The contact
angle assay was performed through an OCA 20 contact angle meter (Dataphysics
Instruments GmbH, Filderstadt, Germany) using the sessile drop approach.
A uniform thin film was fabricated using KW-4A spin-coater (CHEMAT
Technology Northridge, CA) through spin coating 2.0 wt % pristine
and modified MCCs (in toluene) suspensions onto the silicon wafers
at a shear rate of 210 s–1 (5690 G-force) for 1
min, followed by heat treatment at 90 °C for overnight. Then,
the obtained films were sectioned into the rectangular strips of (4
× 6) cm2 and placed on a horizontal movable stage.
A drop (5 μL) of deionized water with a Hamilton syringe (10
μL, Hamilton, Switzerland) was deposited centrally on the surface
of the films. The value of CA was measured in natural light after
30 s.[17] The data were analyzed by the relevant
software offered by the Dataphysics Instruments.
Scavenging Activity on DPPH Free-Radicals
The DPPH
free-radical test has been extensively applied to evaluate
the preliminary radical scavenging capacity of plant extracts or antioxidant
compounds.[18] In this regard, the antioxidant
evaluation was conducted by DPPH radical scavenging experiment. The
DPPH solution was obtained by introducing 5.0 mg of DPPH in methanol
(100 mL). The aqueous suspensions/solutions of pristine MCC and grafted
microconjugate variants were individually prepared by dispersing 50.0
mg of each sample in 100 mL of deionized water and stirred for 60
min. After introducing 5 mL of the DPPH solution to each tube, the
resulting mixtures were shaken vigorously and were incubated at ambient
temperature in the dark for 60 min. Next, the reactants were centrifuged
(Eppendorf centrifuge 5417R, Hamburg, Germany) at 4000 G-force for
5 min. Afterward, the absorbance was measured at 517 nm using a UV–vis
spectrophotometer (UV-2550, Shimadzu, Japan). The ascorbic acid was
utilized as the positive control. The scavenging effect of DPPH radical
was measured as follows:where A0_517 nm is the absorbance of the control (using
deionized
water instead of the sample), As_517 nm is the absorbance of the samples mixed with reaction solution, and Ab_517 nm is the absorbance of the sample
under the same condition as As_517 nm, but ethanol was used instead of 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) together. The mixture containing
50 μL of sample and 100 μL of the ferric reducing antioxidant
potential solution was incubated at room temperature for 20 min, and
the absorbance was detected at 593 nm.where A0_593 nm is the absorbance of the control (using deionized water instead
of the sample), As_593 nm is the
absorbance of the samples mixed with a working solution, and Ab_593 nm is the absorbance of the sample
under the same condition as As_593 nm, but ethanol was used instead of working solution.
Preparation of SPI-Based Pickering Emulsion
The SPI
aqueous dispersion was obtained 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 microconjugates.
Then, the SPI-based dispersion was stirred at 45 °C for 80 min
through a magnetic heater stirrer. Simultaneously, canola oil (10%
(v/v)) was added to the dispersion. The obtained emulsions were stirred
by an Ultra-Turrax with a shear rate of 400 s–1 (20664
G-force) for 5 min. Separately, a stock suspension from pristine MCC
or each grafted microconjugate (i.e., MCC-g-GA, MCC-g-TA, and MCC-g-C3G) was prepared by dispersing
the weighed amount (70 wt %) of the powdered pristine MCC or grafted
microconjugates into the phosphate buffer (pH 5.6, 40 mL). The prepared
dispersions were 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 ambient temperature. Next, the pristine MCC
or grafted microconjugates suspensions were gently stirred overnight
at room temperature. The pH of the obtained suspensions was then adjusted
back to pH 5.6.An O/W emulsion was prepared by blending canola
oil 10 and 90 wt % aqueous SPI-based dispersions 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 % canola
oil, 25.0 wt % SPI, pH 5.6) was employed to develop reduced-fat inks.
After that, a 60% reduced-fat SPI-based Pickering emulsion gel was
prepared by replacing oil with the stock suspensions of pristine MCC
(SP/MC) or MCC-g-GA (SP/MC/GA), MCC-g-TA (SP/MC/TA), and MCC-g-C3G (SP/MC/C3G) (70 wt
%, pH 5.6) (see Supporting Information, Section S.2). The reduced-fat emulsions contained 4 wt % canola oil
and 4.2 wt % of pristine MCC or grafted microconjugate variants. In
all formulations, the level of SPI was considered constant (25.0 wt
%). All Pickering emulsions were conditioned in a controlled biochamber
(ACS Sunrise 700 V, Alava Ingenieros, Madrid, Spain) at 25 °C
with a relative humidity of (37 ± 1)% for 48 h.
Characterization of SPI-Based Inks
Emulsion
Stability
The stability
experiment was performed by a Turbiscan Lab Expert stability analyzer
(Formulaction, Toulouse, France) for 180 min at ambient conditions.
The emulsions stability was carried out according to multiple light
backscattering of a pulsed near-infrared light (880 nm). First, the
inks were moved to a tested bottle attaining a height of 42 mm and
scanned the entire height of the inks every 30 min 7 times, and the
differences of the backscattering and transmission light were detected.
The transmittance detector received the light that passed through
the dispersion at an angle of 180° with respect to the source,
while the backscattering detector received the light scattered backward
by the emulsion at an angle of 45°. The emulsion stability was
determined with the Turbiscan stability index (TSI) as follows:where χ is the average backscattering for each
minute during the experiment, χBS is the average χ, and n is the number of scans. TSI is employed
for the stability evaluation of emulsions, especially the unstable
system. The higher TSI value denotes a less stable system.
Particle Size Measurement
The inks
were diluted to a droplet level of about 0.005 wt % with a citrate
phosphate buffer (pH 5.6) to avoid the impacts of multiple scattering. Each dispersion was stirred
gently at room temperature to ensure the inks were homogeneous. The
droplet sizes and particle size distribution of the inks were measured
with a laser diffraction device (MS2000, Malvern Instruments Ltd.,
Worcestershire, UK), measuring the size based on the scattering of
a monochromatic beam of laser light (k = 632.8 nm).
The droplet size was specified as the surface-weighted mean d(3,2) = (∑nd3/∑n2), where n is the number of droplets
with diameter d.[4]
Rheological Experiment
The rheological
behavior of ink samples was characterized by AR 2000ex rheometer (TA
Instruments, New Castle, DE) using a parallel plate geometry (diameter
40 mm, gap 1 mm). The oscillatory strain sweep (0.01–100%,
1 Hz) was performed to attain the limit of the linear viscoelastic
region (LVR). The oscillation stress sweep was also conducted from
0.1 to 10 Pa (1 Hz) to the upper limit of stress attainable by the
rheometer.[19] The values of the yield stress
of inks were obtained as the crossover point in which elastic modulus
equals viscous modulus. Besides, the frequency sweep test (0.1–100
Hz) was accomplished in the viscoelastic region (γ = 0.5%).
All measurements were performed at 25 °C. The rheological parameters
including storage modulus (G′), loss modulus
(G″), critical strain point, and frequency
crossover point (ωc) were obtained
from the relevant software (TRIOS, TA Instruments, West Sussex, UK).[4,20]To evaluate the steady rheological properties, the inks were
presheared with a shear rate of 10 s–1 for 5 min
at the initial measurement temperature (30 °C) before beginning
the experiment cycle. Afterward, the shear stress (τ) was measured
as a function of increasing shear rate () from 1–1000 s–1. The best constituent rheological equation was selected via statistical
analysis, and the rheological variables were measured with the optimum
model. 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
shear stress (Pa), τ0 is the yield stress (Pa), K is the consistency
index (Pa s), 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 in the creep and recovery stages via 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 shear stress values were considered as about 50% of the
yield stress. The inks were moved to a parallel-plate geometry with
a diameter of 40 mm and a 1 mm gap at 25 °C. The creep measurement
included the application of stepwise constant shear stress within
the LVR area, from 0 to 500 s, allowing the evaluation of the deformation
of the sample between these time intervals. With regard to the recovery
phase, the applied stress was rapidly removed (τapplied = 0.0 Pa) and the recovery values were recorded for a further time
of 500 s at the same temperature in the creep phase.[4] The calculated strain and recovery were considered as 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, γ is the measured
strain, t is time, τ0 is the constant
applied shear stress, Jm (Pa–1) is the maximum creep, Je (Pa–1) is the equilibrium creep compliance after recovery.
Three Interval Thixotropy Test (3ITT)
The 3ITT contained
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 with a fixed shear rate of
1 s–1 for 400 s. This was followed by the second
interval, in which a steady shear rate of 80 s–1 for 200 s was used to terminate the microstructure of the ink. The
third interval included a similar assessment condition as the first
interval, gaining the reversible restructuration (speed and degree
of recovery) of Pickering emulsions.[4]
Printing Process
The 3D printing
process of SPI-based inks was conducted through an extrusion-based
system (nScrypt-3D-450, nScrypt, Orlando, FL), which is suitable for
the fabrication of 3D printed objectives with different shapes and
geometries. The system was connected to a syringe pump (PHD Ultra;
Harvard Apparatus Holliston, MA), which acted as a pressure system
to provide a precise extrusion flow rate of 0.40 mL min–1. A specific phrase (BOKU) was modeled using computer-aided design
software (AutoCAD; Autodesk Inc., San Rafael, CA) and converted to
an STL file. The print paths were provided through the creation of
the G-code files to control XYZ direction instruction of the printer,
developing by the open-source CAM software Slic3r (slic3r.org, consulted
on March 2021) from the STL file. The prepared printable SPI-based
inks were carefully put into the stainless-steel cartridge with a
volume of 10 mL. The filled cartridge was stirred through a Vortex
mixer (Fisher Scientific, Ontario, Canada) for 10 min to eliminate
the air bubbles from the ink. To evaluate the impact of the replacement
of oil by grafted microbiosurfactant variants on the printing performance,
the settings for the printing were adjusted based on different preliminary
trials. The layer height was set at 1 mm, proposing that the nozzle
tip was elevated by that value upon completion of the fabrication
of each layer, continuing until the suitable 3D architectures were
printed. The height of the tip was increased by 1.1 mm after the deposition
of each layer. The number of deposited layers was 10 and the width
of the tip was 1 mm. After printing, the printed constructs were enclosed
with a specific aluminum specimen box and stored at 4 °C to prevent
dehydration. Table S1 in Supporting Information
summarizes the printing settings used to examine the printability
of SPI-based inks.
Characterization of 3D
Printed Objects
Printing Performance
Assessment
The printing quality of the 3D printed objects
as affected by the
replacement of oil by the grafted microbiosurfactant variants was
carried out. The 3D printed structures were moved to a specific chamber
(20 × 20 × 20) cm3 for taking photos using a
digital camera (Alpha 7M3 E-Mount, Full-Frame Mirrorless, 24.2 MP,
Sony, Tokyo, Japan). Three replicates of printed constructs were accomplished
by determining the line width and layer number through a digital caliper
(Mitutoyo, Absolute Digimatic, Tokyo, Japan).[5,20]
Textural Properties
The textural
parameters of 3D printed meat analogues were determined from a force-deformation
plot using a texture analyzer (TA.XT-plus, Stable Micro Systems, Godalming
UK). The printed samples were cut into cylindrical shapes that have
a dimension of 30 mm in diameter and 10 mm in thickness and then were
compressed with a cylindrical probe (75 mm diameter) based on the
texture profile analysis (TPA) method. The texture analyzer was adjusted
at 5 mm s–1 with a compression distance of 8 cm
and a peak force of 15 N. The height of the first force peak on the
TPA curve is considered as the hydrogel hardness. The cohesiveness
was obtained by the ratio of the positive force region after the second
compression phase during the first compression phase. The gumminess
was determined from the multiplying hardness in the cohesiveness value.
The springiness was considered as the height recovered upon the period
between the end of the initial compression and the start of the second
compression.[5] The chewiness was finally
measured as gumminess × springiness. All TPA parameters were
measured using the Exponent Lite software (ver. 6.1.4, TA.XT-plus,
Stable Micro Systems, Godalming UK).
Lubrication
Properties
To evaluate
the lubricant properties of the 3D printed objects, tribology evolution
was performed using a ring-on-plate tribo-rheometry (TA Instrument,
New Castle, DE) on a rough hydrophobic surface of 3 M Transpore Surgical
Tape 1527-2 (3 M Health Care, St Paul, Min), which was the state to
have a comparable surface roughness (Ra = 31.5 μm) and wettability to the human tongue.[5] A half-ring rheometry was utilized to provide
the refill of material between the two solid surfaces. The tape was
cut in a square form and compacted tightly on top of the lower plate
rheometry. After each measurement, the tape was replaced and the instrument
was cleaned with deionized water. The extent of 3D printed samples
was sufficient to cover the surface of the substrate offered a thin
film. To mimic the sensory investigation process, the normal forces
of 2 N were used to denote the adequate normal force employed upon
oral processing.[5] Moreover, the oral condition
was mimicked at a temperature of 37 °C. Each 3D printed object
was pre-sheared at a speed of 0.02 s–1 for 2 min,
and after that equilibrated for 1 min before each measurement. The
human tongue was reported to move at a speed of 200 mm s–1.[5] Therefore, the tribology assay in the
current study was within this range. Afterward, the increasing rotational
speed ramp was set from 0.01 to 200 mm s–1 with
the attainment of 25 points per decade. The values of coefficient
of friction (CoF) were determined as the friction stress (σF) proportion to the normal stress (σN), described by eq :where M is
torque (Nm) and FN is normal force (N), r1 is ring inner (14.5 mm), and r2 is the outer radius (16 mm).Moreover, the coefficient
of friction plotted versus the increasing sliding speed as follows:Here, νs is the sliding
speed
(mm s–1), is the mean of ring inner and outer radius, and ω is the controlled
rotational speed (rad s–1).
Statistical Analysis
All instrumental
experiments were carried out as triplicate determinations and the
mean and standard deviation of the data were reported. Analysis of
variance (ANOVA) was utilized for the determination of the main effects
of the examined independent factors and their interactions 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
Characterization of MCC–Polyphenol
Conjugates
Grafting Degree
The functionality
of MCC–polyphenol conjugates, including antioxidant property
and surface activity feature, greatly relates to the extent of grafted
polyphenol fragments onto the MCC backbone. In the present work, the
facile and sustainable free-radical grafting procedure used the hydrogen
peroxide/ascorbic acid redox pair as the reaction initiator. As Scheme shows, the reaction
between hydrogen peroxide and ascorbic acid induces ascorbate and
hydroxyl (·OH) radicals (Scheme , S-1). Afterward, the hydroxyl radicals
induced by the interaction among redox initiator compounds attack
the susceptible groups in the MCC backbone, including hydroxyl or
carboxyl groups, generating radical species on the MCC (Scheme , S-2). Finally, polyphenols
in the immediate area of the reactive groups accept the MCC radical,
resulting in the development of modified MCC–g-polyphenols conjugate (Scheme , S-3).
Scheme 1
Possible Reactional Pathway of Grafted MCC–Polyphenol
Conjugates
upon by Free-Radical Grafting Method
The polyphenol content is a critical parameter for the functionality
of grafted MCC–polyphenol conjugates, since it prominently
affects the bioactivity properties and emulsifying performance of
grafted microconjugates. Generally, the polyphenol content in the
resultants is increased by increasing the proportion of polyphenols
to MCC.[21] To develop the optimum MCC–polyphenol
conjugates, the grafted microconjugate variants including a different
mass proportion of polyphenol variants (GA, TA, and C3G) to MCC (0.5:1,
1:1, 1.5:1, and 2:1) were obtained. Then, the degree of grafting was
measured by evaluating the polyphenol amounts. From Figure a, with increasing mass ratio
up to 1:1 the grafting degree increased significantly (P < 0.05). Afterward, a subsequent reduction was found as the mass
ratio reached 1.5:1 and beyond to 2:1. It was reported that the quantity
of biomacromolecular radicals developed by the constant level of the
redox pair initiator (i.e., ascorbic acid/H2O2) can be comparable in the grafted microconjugates.[22] The improvement of the grafting degree might be a result
of the increase of the polyphenol ratio in the critical ratio. Though,
after the critical range, the additional quantity of free polyphenol
molecules might prevent the grafting process, resulting in a decrease
of grafting degree. Liu et al.[23] and Hu
et al.[22] reported a similar result, in
which the grafting degree was increased up to a certain level of polyphenol
to biomacromolecule ratio (0.5:1), and beyond that notably reduced.
Thus, the grafted MCC-g-GA, MCC-g-TA, and MCC-g-C3G samples with a mass ratio of
polyphenols to MCC of 1:1 were selected as the optimum grafted microconjugates
for the following instrumental characterization.
Figure 1
Characterization of grafted
MCC–polyphenol conjugates: (a)
grafting degree, (b) FTIR, (c) solid-state 13C NMR, (d)
XRD, (e) antioxidant properties, (f) reducing power, (g) TEM micrograph,
and (h) water contact angle. In the case of grafting degree and bioactive
features, the means inside each column with various letters (a–c)
are significantly different (P < 0.05) according
to Duncan’s test.
Characterization of grafted
MCC–polyphenol conjugates: (a)
grafting degree, (b) FTIR, (c) solid-state 13C NMR, (d)
XRD, (e) antioxidant properties, (f) reducing power, (g) TEM micrograph,
and (h) water contact angle. In the case of grafting degree and bioactive
features, the means inside each column with various letters (a–c)
are significantly different (P < 0.05) according
to Duncan’s test.
FTIR
Assay
The FTIR experiment
was accomplished to verify the grafting of the MCC structure after
introducing each polyphenol variant. The FT-IR spectra of pristine
MCC, MCC-g-GA, MCC-g-TA, and MCC-g-C3G are illustrated to recognize the possible molecular
interactions (Figure b). A typically pronounced vibration of pristine MCC presented typical
bands of cellulose I cantered around 2500–3750 cm–1 and 700–1800 cm–1. A band at 3380 cm–1 could be associated with stretching of −OH
groups. Moreover, the representative bands may be comprised as C–H
stretch vibration (2953 cm–1), carboxyl groups asymmetric
stretching vibration (1640 cm–1), and methylene
symmetrical bending (1435 cm–1).[4]Compared to pristine MCC, the −OH stretching
at 3380 cm–1 was reduced in all grafted polyphenolic
conjugates, representing the grafting reaction was happened at the
hydroxyl groups of the MCC structure. Besides, the C–H stretch
vibration of −CH3 (2953 cm–1)
disappeared, signifying a possible hydrogen interaction occurred between
the hydrogen of −OH or −CH3 of the MCC backbone
and oxygen of the hydroxyl group of polyphenols.[24] Additionally, the absorbance peaks of asymmetric stretching
vibration of −COOH (1640 cm–1) groups and
methylene bend (1435 cm–1) shifted to the lower
wavenumbers. These absorbance peaks became weaker regarding MCC-g-C3G, signifying the development of more stable conjugate.
Furthermore, there was a new vibration peak at about 1721 cm–1 in MCC–polyphenol conjugates because of the C=C stretching.
This shows an ester bond was developed through the interaction of
hydroxyl groups of MCC and hydroxyl group of polyphenols.[22] Finally, MCC–polyphenol conjugates showed
the emergence of a strong absorbance band at about 1417 cm–1. This peak may be associated with the C=C stretching in the
aromatic ring, confirming the polyphenols grafting onto the MCC backbone
structure.[22]
Solid-State 13C NMR
Figure c shows the
typical 13C NMR spectra of pristine MCC and MCC–polyphenol
conjugates. Concerning the pristine MCC, the NMR spectrum of cellulose
type I, one of the most crystalline types of cellulose known, was
detected together with those of amorphous cellulose material.[4] The peaks from left to right are assigned to
the carbons in the d-anhydroglucose units of cellulose. The
pristine MCC showed some characteristic NMR bands including C1 (105.1
ppm), C4 (89.1 ppm), C4′ (82.7 ppm), C6 (64.5 ppm), and C6′
(63.8 ppm) with a crystallinity index of about 86%. After the development
of grafted MCC–polyphenol conjugates, no noticeable change
was detected in the crystalline areas of MCC. However, there was an
emergence of a new peak between 135 and 150 ppm resulting from the
aromatic ring of phenolic acids.[25] This
is in agreement with the absorbance band at 1410 cm–1 obtained from the FTIR experiment. It should be noted that the absence
of this characteristic peak in MCC-g-TA proposed
that the NMR signal might be saturated with a high amount of bulk
cellulose, signifying TA coating on MCC was minimal.[25] Besides, a relatively apparent band appeared in the NMR
spectrum of all MCC–polyphenol conjugates at about 165 ppm,
associating with the resonance of the C=O peak. This band is
in accordance with the C=O stretching at 1640 cm–1 obtained from the FTIR assay. Additionally, the measured crystallinity
indices revealed that there was a slight change in crystallinity of
pristine MCC (about 84%) upon the grafting treatment (∼85%).
XRD Pattern
To further identify
the conjugation of MCC with polyphenol variants, the crystallographic
structures of grafted MCC–polyphenol conjugates were determined
by XRD. The diffractogram of pristine MCC showed the presence of cellulose
type I with noticeable peaks at 2θ = 14.2° (d001 = 5.5 Å), 2θ = 23.0° (d001 = 4.9 Å), and 2θ = 35.5° (d001 = 4.1 Å) (Figure d). In this case, the RCD (obtained by eq ) of pristine MCC was detected
to be 77%, which was somewhat lower than its crystallinity degree
measured by NMR spectroscopy.[4] The diffractogram
of MCC–polyphenol conjugates resulted in the disappearance
of the characteristic peak locating around 2θ = 14.2°.
This suggests the development of intermolecular interaction between
polyphenols and MCC in the interhelical structure. In this regard,
the RCD of MCC-g-TA and MCC-g-GA
was dropped to the levels of 72% and 67%, respectively. This denotes
a decline in the intensity of crystalline reflection of MCC and also
a decrease in the intensity of its main diffraction peak. As Figure d exposed, the intensity
of diffraction peaks of MCC more decreased regarding MCC-g-C3G with a notable reduction in the RCD to 58%. In this context,
the pronounced MCC peak (2θ = 23.0°) converted into the
diffused peak, representing the loss of crystallinity. On the other
hand, the pronounced peak of 2θ = 23.0° in the MCC slightly
shifted to about 2θ = 20.5°. This shows an increase in
the layer spacing from d001 = 4.9 Å
(2θ = 23.0°) to d001 = 5.3
Å (2θ = 20.5°). As stated before, there was an interaction
between functional groups of polyphenols and MCC, which resulted in
the changes of molecular structure and/or unfolding MCC as a result
of the grafting process.
Antioxidant Activity
and Reducing Power
Different in vitro chemical-based investigations
according to evaluations
of radical scavenging effect toward ferric reducing capacity and DPPH
radicals were made to measure the antioxidant capacity (see also Supporting Information, Section S.1). Figure e shows the pristine
MCC provided the minimum DPPH scavenging effect than all the grafted
MCC–polyphenol conjugates. The scavenging activity of MCC–polyphenol
conjugate variants on the DPPH free radicals was noticeably higher
than the pristine MCC. In this regard, the MCC-g-TA
and MCC-g-GA more strongly quenched the DPPH radical
in the dose-dependent way, which showed almost similar scavenging
activity. GA and TA have emerged as strong antioxidant agents and
efficient apoptosis-inducing agents,[20] then
grafting GA and TA onto MCC could rationally develop a versatile antioxidant
compound with a promising therapeutic property. In the current work,
the MCC-g-C3G offered the highest antioxidant activity.
The grafting of C3G onto the MCC backbone developed polyphenol oxidation
and oligomerization. This enlarges the conjugated system of MCC-g-C3G and contributes to a rise in the electron-donating
strength. Then, this product with a swelling supramolecular matrix
can possibly quench the free radicals more efficiently than the GA
and TA.Another imperative index to evaluate the antioxidant
activity of a compound is reducing power.[18]Figure f shows the
reducing power activity of pristine MCC and different MCC–polyphenol
conjugate variants. The pristine MCC was distinguished with a poor
reducing power property. In contrast, the reducing power of MCC-g-TA was stronger than pristine MCC (P <
0.05) and equal to MCC-g-GA (P >
0.05). This was not surprising, as GA and TA are well recognized for
their antioxidant ability through the active hydrogen-donating ability.[18] The data in Figure f also specified that the reducing power
was more noticeably increased upon the development of MCC-g-C3G, proposing grafting of C3G on the MCC considerably
enhanced the antioxidant activity of pristine MCC. In this case, the
grafting of C3G produced a high-molecular-weight species that could
offer a stable system, effectively grabbing the free radicals than
the GA and TA.
TEM Evaluation
The pristine MCC
and MCC–polyphenol conjugates were subjected to TEM analysis
to monitor the morphological properties of particles. The TEM micrographs
exposed that the particles in the pristine MCC were in the micron
range, which was found to be in the range of about 2–20 μm
(Figure g). During
free-radical grafting, these microparticles were agglomerated to form
larger particles with greater dimensions regarding MCC-g-C3G (TEM micrographs of MCC-g-TA and MCC-g-GA not shown). While the surface of the pristine MCC appeared
fairly smooth, the MCC–polyphenol conjugates displayed a more
barbed nature (Figure g). The larger particles with barbed areas along the MCC conjugates
might specify that amorphous regions have undergone different degrees
of substitution upon grafting reaction.[26] This observation is also in agreement with FTIR and 13C NMR spectroscopy data, where some new peaks emerged in the amorphous
regions of grafted MCC–polyphenol conjugates.
Contact Angle
The wetting feature
is the capability of a liquid to maintain contact and spread on the
surface of a solid.[19] In many cases, contact
angle investigation can be applied to appraise surface hydrophobicity. Figure h shows the contact
angle images of pristine MCC and grafted MCC–polyphenol conjugate
variants. As Figure h illustrated, there was a strong interaction between water and the
pristine MCC surface compared to modified MCCs. This suggests that
typically pristine MCC shows a more hydrophilic character.[19] The free-radical grafting greatly enhanced the
surface hydrophobicity of MCC. In this case, the water contact angle
of MCC film was increased by 19.4° and 26.9° regarding MCC-g-TA and MCC-g-GA, respectively. The surface
of MCC-g-C3G was found to have the highest hydrophobicity,
with a contact angle of θ = 76.6°. The improvement in the
surface hydrophobicity of MCC–polyphenol conjugates effectively
may be caused by the development of covalent linkages with MCC. This
resulted in the additional consumption of free OH groups of MCC. Therefore,
there is a notable decrease in the hydrophilic nature of MCC as confirmed
by a higher value of contact angle.
Characterization
of SPI-Based Pickering Emulsions
Particle
Diameter and Polydispersity Index
The effect of oil replacement
with pristine MCC or grafted MCC–polyphenol
conjugates variants on the (d3,2) and
PDI of SPI-based emulsion (after 48 h storage) is illustrated in Figure a. The (d3,2) and PDI parameters of control SPI-based emulsion
were detected to be 65 μm and 0.42, respectively. The oil replacement
by pristine MCC in the SPI-based emulsion (i.e.,
SP/MC ink) increased both (d3,2) and PDI
parameters (Figure a). It was reported that pristine MCC shows a lack of adsorption
at the oil–water interface due to its high hydrophilicity,
limiting its application as an effective stabilizer.[4,5] In contrast, the oil replacement by all MCC–polyphenol conjugates
led to the development of highly efficient emulsions with a mean particle
diameter less than 15 μm (Figure a). In this case, the mean droplet diameter of SP/MC/GA
((d3,2) = 10 μm) and SP/MC/C3G inks
((d3,2) = 6 μm) was lower than SP/MC/TA
system ((d3,2) = 14 μm) owing to
more hydrophobicity (Figures h). The average particle size is proven to be a paramount
feature to evaluate the emulsion stability. It was stated that a smaller
particle size enhances the emulsion stability against coalescence/flocculation
thanks to stronger repulsion that prevents aggregation between droplets.[27] In the present study, the grafted microconjugates
seemed to effectively coat the droplets, preventing the occurrence
of coalescence.[4] On the other hand, the
PDI of control ink considerably decreased after the inclusion of grafted
microconjugates. Furthermore, the PDI of Pickering emulsion droplets
in the emulsion gel containing MCC-g-C3G (PDI = 0.21)
was somewhat lower than those of including MCC-g-GA
(PDI = 0.23) and MCC-g-TA (PDI = 0.26) (Figure a), showing a highly
stable emulsion after 48 h with uniform particle size distribution.[27] Accordingly, the MCC-g-C3G,
being more hydrophobic (Figure b,c,h) and having less charge, offered an efficient stabilizing
effect on the emulsion particle size and also improved the uniformity
of reduced-fat SPI-based ink.
Figure 2
Characterization of SPI-based Pickering emulsions
formulated with
pristine MCC or different grafted MCC–polyphenol conjugates:
(a) (d3,2) and PDI parameters, (b) TSI
parameter, and (c) (ΔBS) profiles. In the cases of (d3,2) and PDI, the means inside each column with
various letters (a–e) are significantly different (P < 0.05) according to Duncan’s test.
Characterization of SPI-based Pickering emulsions
formulated with
pristine MCC or different grafted MCC–polyphenol conjugates:
(a) (d3,2) and PDI parameters, (b) TSI
parameter, and (c) (ΔBS) profiles. In the cases of (d3,2) and PDI, the means inside each column with
various letters (a–e) are significantly different (P < 0.05) according to Duncan’s test.
Stability of Pickering Emulsions
The global TSI parameter, accounting for diverse storage processes
of emulsion (particle coalescence and settling processes), is commonly
employed to determine emulsion stability. The TSI value of various
inks was measured and recorded as a function of time (Figure b). In this case, the TSI curve
tended to increase upon oil replacement by pristine MCC in the SPI-based
emulsion. This is likely due to the high surface charge density and
hydrophilic character of unmodified MCC, reducing its tendency for
adsorption at O/W interfaces, and therefore poor emulsion stability.[4] However, the stability of soy-based ink was enhanced
after introducing grafted microconjugates into the system. The reduced-fat
Pickering emulsion gel stabilized by MCC-g-C3G was
more stable than those of MCC-g-GA and MCC-g-TA, correlating well with its higher hydrophobicity (Figure h). The better emulsion
stability provided by grafted microconjugates may also be associated
with increasing the viscosity of reduced-fat emulsions, and also increasing
the internal friction of the fluid so that the TSI was reduced and
the stability of the system became better.[27]The stability analysis of different ink variants after 210
min of storage at 25 °C was also performed based on the transmission
(ΔT) and delta-backscattering (ΔBS) profiles
(Figure c). The ΔBS
of control and SP/MC (not shown) inks overall decreased with time.
This signifies there was a progressive increase in the particle size
resulted from flocculation/coalescence, which is also consistent with
(d3,2) results and TSI data. In addition,
there was an increase in the width of peaks in the bottom and the
top of the tested bottle with time (Figure c). This could be associated with the fact
that the large droplets migrated owing to the difference in oil and
water densities (creaming phenomenon). Regarding reduced-fat Pickering
emulsion gels containing grafted microconjugates, the particle size
was quite a bit smaller than the control. Consequently, the emulsion
creaming process was considerably delayed due to the network structures,
forming by the Pickering emulsion droplets covered with more hydrophobic
particles. Moreover, the ΔBS profile of the inks at the bottom
slowly reduced for Pickering emulsions stabilized by grafted microconjugates.
Therefore, the incorporation of grafted microconjugates retarded the
phase separation in the reduced-fat inks. Compared to MCC-g-TA, the MCC-g-GA and MCC-g-C3G could more efficiently enhance the stability of SPI-based ink
against coalescence (Figure c). It was expected that the creaming of oil droplets slowed
in the systems with the smaller particle size.[27]
Flow Curve of SPI-Based
Pickering Emulsions
In extrusion 3D printing, the study of
flow properties provides
crucial information regarding printability and printing performance.
It was reported that the printable inks with well-defined shear-thinning
and strong viscoelastic features can be effectively printed in a variety
of complex geometric structures.[2]Figure a shows the changes
in the shear stress of ink samples as a function of shear rate, which
shows that our ink formulations flowed with a characteristic non-Newtonian
behavior. The flow behavior index of SP/MC ink, derived by fitting
the Herschel-Bulkley model, was higher than the control ink (Supporting
Information, Table S2), showing poor shear-thinning
character. This result could be associated with the lack of pristine
MCC existing at the oil–water interface due to its higher hydrophilic
nature and larger electrostatic charge. In contrast, extensive shear-thinning
behavior was observed regarding reduced-fat inks containing grafted
microconjugates (Supporting Information, Table S2), which is representative of highly concentrated or flocculated
systems.[27] This type of pseudoplasticity is consistent with the flow behavior of colloidal dispersions comprising
aggregated particles. As the shear rate is increased, the droplet
flocs or biopolymer aggregates become increasingly deformed and disrupted,
thus decreasing the resistance to flow and increasing shear-thinning.
In the current work, the extent of shear-thinning was highly dependent
on the type of MCC–polyphenol conjugates, being much more pronounced
for the inks containing MCC-g-GA and MCC-g-C3G (Supporting Information, Table S2).
Figure 3
Changes in the shear stress (a) and viscosity (b) as a function
of shear rate. Strain (c) and frequency (d) sweeps curves of Pickering
emulsion gels. In this case, the solid symbols denote G′ and open symbols refer to G″. (e) Creep
and creep-recovery plots. (f) 3-ITT curve of different Pickering emulsion
gels.
Changes in the shear stress (a) and viscosity (b) as a function
of shear rate. Strain (c) and frequency (d) sweeps curves of Pickering
emulsion gels. In this case, the solid symbols denote G′ and open symbols refer to G″. (e) Creep
and creep-recovery plots. (f) 3-ITT curve of different Pickering emulsion
gels.From Figure b,
the viscosity of all ink samples reduced appreciably as the shear
rate increased. In this regard, SP/MC/GA, SP/MC/TA, and SP/MC/C3G
inks showed more viscous behavior than control and SP/MC samples.
The grafted microconjugates with an amphiphilic nature linked the
SPI-covered droplets together, thus developing flocs that surrounded
some continuous phases inside them. Accordingly, there was an increase
in the effective volume of disperse phase, increasing the viscosity.[27]The initial yield stress of SPI-based
emulsion was decreased after
the oil replacement by pristine MCC (Supporting Information, Table S2), as did the apparent shear viscosity
(Figure a). This could
be related to the lack of network formation (essential to offer yield
stress) due to the higher hydrophilic nature and a larger electrostatic
charge of pristine MCC. Moreover, there might be a possible agglomeration
between SPI and pristine MCC, which decreased the effective volume
of both biopolymers at the oil–water interface for surface
coverage. In contrast, rheological data revealed that the yield stress
increased in the Pickering emulsion gels formulating by grafted MCC–polyphenol
conjugates. These effects may be associated with the fact that the
grafted microconjugates tend to form aggregated networks due to their
higher hydrophobicity, in that way increasing the elasticity of the
system.[27] Furthermore, the observed increase
in yield stress might have been a consequence of the increased association
of the biopolymeric molecules (e.g., surface-modified MCC and SPI)
or ionic particles due to electrostatic screening or ion-bridging
effects.[4]
Strain
Sweep
Viscoelasticity is
an important design parameter for Pickering emulsions used in 3D printing.[2] The inks with strong viscoelastic properties
can be efficiently extruded to yield a continuous 3D structure with
high shape-fidelity. The viscoelastic properties of the SPI-based
emulsion gels were characterized through the strain sweep investigation
and recorded as elastic (G′) or viscous (G″) moduli versus strain in Figure c. The oscillation test revealed that all
the inks showed a largely gel-like character, where the G′(γ) was greater than G″(γ) during a range of strain amplitudes evaluated.
As also observed in Figure c, the SP/MC ink showed noticeably lower G′(γ) than control SPI-based ink. The presence of pristine MCC
with higher hydrophilic nature and larger electrostatic charge inhibits
the network formation (essential to get G′).[4,27] Compared to control ink, the viscoelastic
moduli became larger in the reduced-fat Pickering emulsion gels including
grafted microconjugates, where the elastic modulus dominated viscous
one values for a wide range of strains (<40%). This reveals the
elastic or gel-like behavior of these emulsions. This further highlighted
the importance of increasing the effective size of the aggregated
oil droplet clusters and the presence of aggregated networks on the
rheological properties of the emulsions.[16] In comparison, the ink formulated with MCC-g-C3G
showed the highest G′(γ) among all reduced-fat
Pickering emulsion gels. This results from the formation of a structured
and mechanically strong emulsion due to the higher hydrophobicity
of MCC-g-C3G (Figure h).The length of LVR can be considered as the
structural strength of a system as the strong networks could stay
in LVR over greater strain amplitude compared to the weaker structure.[4,16] Consistent with oscillatory strain sweep results, control and SP/MC
inks showed a more limited LVR, showing a critical strain magnitude
of 3.6% and 2.7%, respectively. On the other hand, the Pickering emulsion
gel prepared by MCC-g-C3G offered the highest critical
strain value (59.6%) (Figure c). Though beyond the LVR, the elastic and viscous moduli
should be evaluated with caution, nonetheless G′(γ) values gradually decreased beyond the
critical amplitude, regardless of ink type. This demonstrates the
inks from a quasi-gel structure shifted to a quasi-viscous phase (Figure c). After this transition,
there was a reduction in the G′(γ) or G″(γ), showing
that the stiffness of emulsions was reduced as the strain amplitude
increased. The main reasons for the decreased viscoelastic properties
could be related to (i) deformation and disruption
of droplet flocs into the smaller clusters and (ii) the disentanglement of the biopolymeric structures, e.g., surface-modified
MCC and SPI.[4]
Frequency
Sweep
Additional pieces
of information about the impact of pristine MCC or grafted microconjugates
on the dynamic viscoelastic features of the Pickering emulsion gels
were obtained using oscillatory frequency sweep measurement (Figure d). The values of G′(ω) were appreciably higher
than G″(ω) regarding
control and SP/MC inks, signifying that the SPI-based emulsion was
predominantly elastic. In these cases, a crossover (ω) was noted between G′(ω) and G″(ω) curves (i.e., G′ = G″) at the higher frequencies (>3 Hz). This crossover
indicates that the gel-like character of the system was changed to
liquid-like behavior.[28] Regarding reduced-fat
inks containing grafted microconjugates, the trend of G′(ω) or G″(ω) was only weakly dependent on the frequency, and
there was no crossover in the range of frequencies tested. These points
specify that SP/MC/GA, SP/MC/TA, and SP/MC/C3G inks developed a stable
network structure, which could be ascribed to a change in their structure
or the state of droplets aggregation. Compared to control and SP/MC
inks, the G′(ω) or G″(ω) values of Pickering
emulsion gels were higher, which is consistent with the formation
of gel-like emulsion held together by noncovalent interactions.[4] Among the reduced-fat inks containing grafted
microconjugates, the values of G′(ω) or G″(ω) were the highest in the ink prepared with MCC-g-C3G. This again may have been due to the ability of MCC-g-C3G to develop a strong grafting affinity with SPI, leading
to a more hydrophobic conjugate. Particles of such conjugated MCC
(when adsorbed onto the droplet surface) result in the formation of
stronger bonds between the MCC-covered droplets.
Creep-Recovery Test
The polymeric-based
inks with a thixotropic character can effectively maintain the spatial
shapes upon 3D printing, particularly offering beneficial effects
in the 3D printing of intricate architectures.[2] The thixotropic property of inks was carried out through assessment
of Pickering emulsion gels viscoelasticity via the creep and creep-recovery
measurements (Figure e). In the creep-recovery assessment, constant stress is employed,
where the system is quickly deformed. This imposes a strain on the
system, continuing to increase at a reducing rate as a function of
time. Once the constant stress is released, the strain declines and
may approach back to zero-value, depending on the sample properties.[4,16] As can be observed in Figure e, the creep compliance of the reduced-fat Pickering emulsion
gels made from grafted microconjugates was lower than those of the
control and SP/MC inks. In general, the creep compliance peaks of
SP/MC/GA (J(t) = 0.23 Pa–1) or SP/MC/C3G (J(t) = 0.13 Pa–1) inks were 41- and 73-fold lower compared to control
and SP/MC inks (J(t) ≈ 9.5
Pa–1), respectively. Compared to SP/MC/GA and SP/MC/C3G
inks, the SP/MC/TA ink (J(t) = 0.52
Pa–1) showed a moderately weaker structure due to
a larger creep compliance peak (Figure e). The enhancement of the elastic properties could
be owing to the formation of a stronger aggregated system because
of the higher hydrophobic nature of modified MCCs, and hence stronger
bonds between their particles. Alternatively, the inductions of phenolic
dimers and trimers or polyphenol oxidation/oligomerization offer longer
chain length with greater molecular weight, requiring additional stress
for the Pickering emulsion gels to be deformed.Regarding the
recovery phase of the creep test, a higher relative recovery can be
associated with greater elasticity, offering a gel-like character.[16] The relative recovery capacity was reinforced
in the reduced-fat Pickering emulsion gels including grafted microconjugates.
Compared to control and SP/MC inks (∼46%), a premiere recovery
percentage was detected concerning SP/MC/TA (70%), SP/MC/GA (85%),
and SP/MC/C3G inks (89%). This signifies an enhanced elasticity with
the formation of a more structured system. The creep-recovery test
proposed that the development of a highly recoverable structure in
Pickering emulsion gels containing grafted microconjugates, where
their original network matrices were quickly restored after the breakdown.
3ITT Experiment
As mentioned before,
thixotropic properties, as important parameters in 3D printing applications,
can assume the geometrical retention, therefore inhibiting the geometry
instability and avoiding discontinuities.[2] The 3ITT can be considered an effective method to carry out a quick
shear rate to mimic the impacts of extrusion force upon 3D printing.[4] The viscosity of printable ink variants was measured
and plotted as a function of shear rate and time (Figure f). Regarding the first shearing
interval, the Pickering emulsion gels prepared by grafted MCC–polyphenol
conjugate variants showed considerably higher viscosity than control
or SP/MC inks. In the current study, the control or SP/MC inks presented
lower viscosity recovery with a value of about 42% and 38%, respectively.
This might be because of irreversible microstructural failure, in
which these emulsions exhibited a very soft network owing to the improper
elasticity. In contrast, viscosity recovery of SP/MC/GA, SP/MC/TA,
and SP/MC/C3G inks was measured to be about 70%, 72%, and 88%, respectively.
The higher thixotropy regarding these reduced-fat Pickering emulsion
gels might be associated with the reinforcement of SPI-based emulsion
structure upon by oil replacement by grafted microconjugates. This
offers inks resistance to the prompt deformation. These results are
consistent with the steady and dynamic rheological investigations,
in which the structured Pickering emulsion gels including grafted
microconjugates showed a robust solid-like behavior.
Characterization of 3D Printed Constructs
Printing
Performance
The effect
of the replacement of oil by different MCC–polyphenol conjugate
variants on the printing quality of SPI-based objects is shown in Figure . The printing process
of all ink samples was continuous, and the layers could adhere to
each other. The control (with no MCC–polyphenol conjugate)
and SP/MC (not shown) inks had the less reversible network to be efficiently
extruded from the nozzle, where the obtained 3D printed object was
dry with an uneven structure. This makes these samples more likely
to be susceptible to collapse and cracking (Supporting Information, Section S.3). Overall, the control and SP/MC (not
shown) inks could not take an appropriate shape upon the extrusion-based
printing process. This causes the 3D printed control and SP/MC constructs
to not reach the desired structural strength supporting the subsequently
deposited layers, therefore leading to poor shape-fidelity and compressed
deformation. As can be seen in Figure , the printing performance of SPI-based emulsion enhanced
when oil was replaced by the MCC–polyphenol conjugate variants,
in which the 3D-printed constructs showed a high resolution with precisely
defined geometries (see also Supporting Information, Section S.4). In this case, the SP/MC/TA ink was effectively
squeezed out, and the 3D printed layers could effectively adhere to
the previous layer during extrusion and deposition. Concerning SP/MC/GA
and SP/MC/C3G, these reduced-fat inks could also be effectively extruded,
where they preserved their originally designed shape during deposition.
Among the reduced-fat Pickering emulsion gels, the SP/MC/C3G emulsion
was the most appropriate ink for the 3D printing process, because
it was printed with a well-defined geometry shape. In this regard,
this ink showed a robust solid-like structure with the desired thixotropic
feature, giving 3D printed SP/MC/C3G an improved shape retention ability
and good adhesion to previously deposited layers.
Figure 4
Photographs of 3D printed
architectures produced by different kinds
of Pickering emulsion gels. The scale bar is 4 cm.
Photographs of 3D printed
architectures produced by different kinds
of Pickering emulsion gels. The scale bar is 4 cm.The mechanical strength and printing precision can be determined
by layer number and line width of 3D printed objects, respectively.[2] As the 3D printed control and SP/MC construct
presented a poor resolution with a weak 3D structure, it is reasonable
to have a thick line width with small layer numbers (Supporting Information, Table S3). In contrast, the inks formulated with
grafted microconjugates offered the printed constructs with higher
layer numbers and thinner line width. The formation of a solid-like
network in Pickering emulsion gels containing grafted microconjugates
could justify their shape fidelity and precise geometry. In these
cases, the higher elastic modulus with greater thixotropic behavior
could result in the improved spatial resolution and shape fidelity
of 3D printed objects.[5,20]
Textural
Features of Printed Constructs
The texture is a physical
feature relating to the rheological and
structural characteristics of materials, which can offer useful information
regarding the qualitative properties and shelf life of 3D printed
products.[5,20] In this sense, the TPA assay can then support
a better understanding of the effect of the grafted microconjugate
on the developing 3D printed structures. From Table S3 (Supporting Information), the textural parameters
of printed SP/MC were lower than those of the printed control. This
can be related to a weaker mechanical strength of SP/MC ink. The textural
data showed that the hardness (as an indicator of system rigidity)
of printed control objects was increased after the addition of MCC-g-TA (i.e., printed SP/MC/TA), whose extent from 12.6 N
significantly increased to 15.3 N (P < 0.05) (Supporting
Information, Table S3). Regarding 3D printed
SP/MC/GA and SP/MC/C3G, the hardness parameter was increased by 70%
and 120%, respectively. The intermolecular junctions between biopolymeric
chains could be strengthened in the presence of grafted microconjugates,
limiting their elongation and arrangement.[29] This could likely lead to more alignment of polymeric chains during
the development of 3D structures, inducing a more compact and stronger
3D printed network. The TPA test revealed that cohesiveness parameters
could not be affected by the addition of grafted microconjugates (P > 0.05). Regarding springiness (referred to as elasticity)
and gumminess, the grafted microconjugates significantly increased
these parameters (P < 0.05). According to TPA
measurement, the chewiness value notably increased by about 110%,
320%, and 400% regarding 3D printed SP/MC/TA, SP/MC/GA, and SP/MC/C3G,
respectively (Supporting Information, Table S3). The higher values of chewiness could be associated with the interaction
of hydrophilic domains of grafted MCC and SPI through hydrogen bonding.
This develops the intramolecular bonds among the polymeric backbones,
subsequently strengthening the 3D structure. For the purposes of the
current work, the 3D printed objects with firmer, more chewable, and
strong gel-like structures could be beneficial to consider a desired
edible 3D structure.
Tribological Properties
of 3D Printed Constructs
The lubricating properties of 3D
printed objects were investigated
by measuring the friction coefficient (CoF) obtained by ramping up
the entrainment speeds. Figure a shows the Stribeck curves (ramping up) obtained for different
3D printed objects. At the low speed (<0.2 mm s–1), the corresponding plots of 3D printed samples did not change with
sliding speed, representing a boundary regime. As the sliding speed
was increased (0.2 > mm s–1), a decrease in the
friction was noted, which the “boundary” region shifted
to the “mixed” area. This designates a friction behavior
conversion from “surface–surface contact” to
“lubricating fluid starts to separate the surface”.[30] The phenomena likely relate to a purely elastic
response below the critical friction force of the 3D printed meat
analogue, thus increasing the CoF. Obviously, a greater elasticity
together with the wetting ability indicates that the systems were
outside the boundary area where the surface features are dominant.[5]
Figure 5
(a) Friction plots of different 3D printed meat analogues.
(b)
Measured friction of coefficient. The means that each column with
different letters (a–c) is significantly different (P < 0.05), Duncan’s test.
(a) Friction plots of different 3D printed meat analogues.
(b)
Measured friction of coefficient. The means that each column with
different letters (a–c) is significantly different (P < 0.05), Duncan’s test.The difference in the plot tendency is easily recognized when comparing
the 3D printed control and SP/MC (not shown) objects with reduced-fat
3D printed constructs containing grafted microconjugates. A sharper
peak in the ramping up curve can be related to a system with larger
particles. Compared to the 3D printed control and SP/MC objects, the
mean friction of printed SP/MC/TA, SP/MC/GA, and SP/MC/C3G was decreased,
being roughly half as small in magnitude (Figure b). This suggests that the grafted microconjugates
are able to promote particle entrainment, indicating more lubrication
properties than the 3D printed control and SP/MC. This lower CoF could
be a sign of the considerably greater elastic modulus of the reduced-fat
inks containing grafted microconjugates. This result is in accordance
with the steady and dynamic rheological experiments. A stronger gel-like
structure is difficult to deform as compressed with vertical forces
among two contact surfaces. This would increase the separation of
bumpy surfaces and decreasing CoF. High lubrication of the 3D printed
objects formulated with Pickering emulsion gels caused slippage during
extrusion 3D printing. Thus, increasing CoF by the addition of grafted
microconjugates contributed to the reduced slippage during the 3D
printing process. Among reduced-fat 3D printed objects, the 3D printed
SP/MC/GA and SP/MC/C3G showed the lowest CoF. These samples with greater
viscoelasticity avoid close contact among the surfaces through the
development of the thin-film, resulting in a lower CoF.[20,31]
Conclusion
The engineering
of an antioxidative low-fat printed meat analogue
needs the use of an effective multifunctional Pickering emulsion gel
with enhanced bioactivity and emulsion stability. The challenge was
to covalently graft different types of polyphenols, including gallic
acid, tannic acid, or cyanidin-3-O-glucoside onto
microcrystalline cellulose side chains. Hence, three grafted microconjugates,
bearing polyphenol variants bonded to the microcrystalline cellulose
backbone, were successfully synthesized. The instrumental data confirmed
the effective grafting of different polyphenol variants onto the microcrystalline
cellulose backbone, resulting in the development of an antioxidative
grafted microconjugate. Rheological behavior analyses suggested that
the reduced-fat soy-based emulsion gels containing grafted microconjugates
showed a pseudoplastic behavior, endowing higher
viscosity, strong gel-like structure, and a thixotropic feature with
antioxidant properties. In this scenario, cyanidin-3-O-glucoside provided an efficient soy-based emulsion gel, decreasing
droplet size and improving the emulsion stability against coalescence.
After the printing process, the reduced-fat 3D printed constructs
formulated with the grafted microconjugate variants presented an enhanced
printing performance with excellent structural stability. The printed
constructs also offered a reinforced mechanical strength with a more
chewable matrix. Moreover, the lubricity test showed that grafted
microconjugates offered a decrease in the friction coefficients. The
results described in this work could advantage the fabrication of
innovative healthy 3D-printed products containing bioactive ingredients.
Future investigations focused on more complex systems will offer many
possibilities for custom-made and personalized nutrition through 3D
printing and will provide for more fabrication and recognize more
inventions.
Authors: C Cueva; S Mingo; I Muñoz-González; I Bustos; T Requena; R del Campo; P J Martín-Álvarez; B Bartolomé; M V Moreno-Arribas Journal: Lett Appl Microbiol Date: 2012-04-23 Impact factor: 2.858