Next Article in Journal
Influence of EGCG (Epigallocatechin Gallate) on Physicochemical–Rheological Properties of Surimi Gel and Mechanism Based on Molecular Docking
Previous Article in Journal
Immunochromatographic Strip Based on Tetrahedral DNA Immunoprobe for the Detection of Aflatoxin B1 in Rice Bran Oil
Previous Article in Special Issue
Synergistic Effects and Kinetic Analysis in Co-Pyrolysis of Peanut Shells and Polypropylene
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Nitrogen Gas-Assisted Extrusion for Improving the Physical Quality of Pea Protein-Enriched Corn Puffs with a Wide Range of Protein Contents

by
Siwen Luo
1,
Jitendra Paliwal
2 and
Filiz Koksel
1,*
1
Department of Food and Human Nutritional Sciences, University of Manitoba, Richardson Centre for Food Technology and Research, 196 Innovation Drive, Winnipeg, MB R3T 2N2, Canada
2
Department of Biosystems Engineering, University of Manitoba, E2-376, EITC, 75A Chancellor’s Circle, Winnipeg, MB R3T 2N2, Canada
*
Author to whom correspondence should be addressed.
Foods 2024, 13(15), 2411; https://doi.org/10.3390/foods13152411
Submission received: 10 June 2024 / Revised: 22 July 2024 / Accepted: 27 July 2024 / Published: 30 July 2024

Abstract

:
Blowing agent-assisted extrusion cooking is a novel processing technique that can alter the expansion of extruded snacks and, thus, enhance their physical appeal, such as texture. However, to this day, this technique has only been studied for ingredients with limited protein contents (<30%). In this study, protein-enriched snacks were extruded using nitrogen gas as a blowing agent at a wide protein range (0–50%) to better explore the potential of this technique in manufacturing high-protein snacks. The results showed that, with nitrogen gas injection, extrudate radial expansion was significantly (p < 0.05) improved at 10% and 40% protein, while extrudate density was significantly reduced at 30% and 50% protein. Nitrogen gas-injected extrudates, especially at 50% protein, exhibited improvements in texture, including a reduction in hardness and an increase in crispness. Collectively, this study showed the promising potential of nitrogen gas-assisted extrusion in improving the physical appeal of innovative healthy snacks at a high protein level (i.e., 50%).

1. Introduction

Snacks are an essential component of daily nutrition intake. However, excessive snacking, particularly on unhealthy options, namely those high in lipids and rapidly digestible carbohydrates, can contribute to metabolic disorders [1]. In response to this concern, food manufacturers are challenged to incorporate more nutritious ingredients in snack formulations without compromising physical appeal, such as lightness, crispness, and crunchiness. The global market for healthy snacks was estimated at USD 90.62 billion in 2022, with projections of a remarkable compound annual growth rate of 6.7% from 2023 to 2030 [2].
In line with these trends, many studies have attempted to use protein-enriched formulas in extruded snacks, as an increase in protein intake is proven to have several health benefits, such as helping muscle synthesis and fat loss [3]. Most attempts at raising the protein content of snack foods have resulted in impairing the snacks’ sensory appeal, causing them to become denser and harder [4,5,6]. A desirable extruded puffed snack exhibits characteristics such as high expansion, low density, low hardness, high crispness, and high crunchiness [7]. These undesirable alterations in product characteristics result from changes in expansion dynamics (i.e., bubble growth and shrinkage) caused by protein addition, which negatively affect the sensory qualities of snack foods [6], undermining the goal of offering more appealing and nutritious food options in the market to promote increased protein consumption. Gas injection-assisted extrusion cooking is one way to overcome these challenges [7].
Gas injection-assisted extrusion combines conventional extrusion cooking with an injection of different gases (e.g., nitrogen, carbon dioxide, air, etc.) as additional blowing agents to water vapor. During extrusion processing, depending on the choice of gas (e.g., nitrogen), additional nucleation sites in the melt can be created, driving the cells in the food matrix to grow and expand [8,9] and thus potentially enhancing product quality [9,10,11]. Compared to other gases used in extrusion cooking, nitrogen gas has the advantage of being inert, e.g., when compared to CO2, and non-flammable, e.g., when compared to O2 [7]. However, the effects of nitrogen gas in such food systems are highly dependent on its concentration and the way it interacts with different food ingredients of varying thermal and rheological properties during the extrusion cooking process. Furthermore, the existing research is limited to pulse/cereal flour-snack products (e.g., those made from yellow pea and red lentil flours), with relatively restricted protein content ranging from 0 to ~25% [7,9,11]. Thus, the potential of nitrogen gas-assisted extrusion cooking has remained relatively untapped in the context of high-protein snacks with protein levels comparable to other high-protein snacks on the market, e.g., high-protein snack bars or jerky-type products that contain >35% protein [7]. Moreover, a systematic investigation of how nitrogen gas acts in high-protein food systems during extrusion is still needed, as a comprehensive understanding of this process can potentially help food manufacturers manipulate and optimize end-product properties of high-protein puffed snacks and breakfast cereals [7].
To bridge this research gap, the objective of this study was to investigate the effects of nitrogen gas injection at different pressures on the physical (i.e., radial expansion index and extrudate density), textural (i.e., hardness, crispness, and crunchiness) and mechanical (i.e., Young’s modulus, flexural stress, and fracture strain) properties of pea protein-fortified extruded snacks made with a wide range of protein content (0–50%). The correlations among protein content, extrusion parameters (e.g., nitrogen injection pressure, motor torque, and die pressure), and the end product properties (e.g., expansion, density, and texture) are also investigated to provide some fundamental information on how these factors interact in a complex food extrusion system.

2. Materials and Methods

2.1. Materials

Commercial corn starch was purchased from Cargill Inc. (Minnetonka, MN, USA). Commercial pea protein isolate (FYPP-80-B) was provided by AGT Food and Ingredients Inc. (Regina, SK, Canada). The protein, ash, and lipid contents of the corn starch and the pea protein isolate (PPI) were measured using AACC International Methods 08-01.01, 46-13.01, and 30-25.01, respectively. For extrusion, the corn starch and PPI were blended to reach six different protein levels (0, 10, 20, 30, 40, and 50% protein on a dry basis). The blends were initially prepared in 1 kg batches using a KitchenAid® mixer (Benton Charter Township, MI, USA) at low speed for 15 min and then transferred to a Hobart mixer (Hobart Cooperation, Troy, NY, USA) for further mixing at low speed for 10 min in 4 kg batches. After mixing, the protein content of different corn starch-pea protein blends was measured again to ensure an even and accurate mixing ratio. Commercial flow conditioning silica (FLOW-GARDTM FF) was supplied by PPG Industries Inc. (Monroeville, PA, USA) and added to improve the flowability of the corn starch-pea protein blends at a ratio of 1.5 g per 100 g dry blend.

2.2. Particle Size Analysis

The particle size distributions of the raw materials were determined by Mastersizer 3000 (Malvern Instruments Ltd., Malvern, UK) and its control software, using a refractive index of 1.460 for corn starch and pea protein, a refractive index of 1.480 for silica and an absorption factor of 0.01 for all the particles tested.

2.3. Extrusion Process

A lab-scale co-rotating twin-screw extruder (MPF19, APV Baker Ltd., Peterborough, UK) with a 25:1 screw length-to-diameter ratio was used for extrusion cooking. The barrel temperature profile of the five temperature-controlled zones of the extruder barrel was set at 75, 95, 115, 130, and 145 °C, respectively, from the feed entrance toward the extruder die exit for all extrusion runs. The barrel screw configuration following the configuration reported by Koksel and Masatcioglu [11] and a screw speed of 300 rpm were kept constant. A circular die with a diameter of 5 mm and a length of 19.35 mm was used. Before extrusion, the feed rate was calibrated to 2.2 kg dry material per hour, and the distilled water injection rate was calibrated to reach a feed moisture content of 30% on dry material basis. These extrusion conditions were selected based on preliminary experiments, ensuring compatibility with the capacity of the extruder and providing acceptable extrudate expansion across the wide range of protein levels and nitrogen gas injection pressures examined. Furthermore, to isolate the influence of protein content and nitrogen gas injection pressure and to eliminate confounding effects from varying extrusion parameters, constant screw configuration and speed, barrel temperature profile, dry feed rate, and feed moisture content were employed. During extrusion cooking, two nitrogen gas injection pressures (150 and 300 kPa) were achieved by injecting nitrogen gas from a nitrogen t-tank (Innovair Group, Winnipeg, MB, Canada) through a gas pressure regulator located 226 mm away from the die exit. Conventional extrusion (i.e., without nitrogen gas injection) was performed as a control.
Extrusion experiments were designed as a full factorial (6 feed formulas × 3 nitrogen gas injection pressures = 18 treatments), with each treatment extruded in triplicates. A full factorial design was chosen to systematically explore all possible combinations of factors and levels, thereby providing a more comprehensive understanding of the main effects and their interactions. During extrusion cooking, motor torque (abbreviated as torque) and die pressure were recorded in quadruplicates. The specific mechanical energy (SME) for each extrusion run was calculated using Equation (1) [9]:
S M E = R e a l   s c r e w   s p e e d M a x i m u m   s c r e w   s p e e d × T o r q u e 100 × E x t r u d e r   m o t o r   p o w d e r T o t a l   m a s s   f l o w   r a t e
where the maximum screw speed was 500 rpm, and the extruder motor power was 2.2 kW. The SME values were presented as the means of the triplicated extrusion runs. After extrusion, extrudates were dried overnight in an air oven at 40 °C and stored in sealed plastic bags for further analyses.

2.4. Radial Expansion Index, Extrudate Density and Porosity

The radial expansion index was reported as the ratio of the extrudate diameter to the die diameter (i.e., 5 mm). The diameter of extrudates was measured using a digital caliper (Control Company, Friendswood, TX, USA). For each extrusion run, 15 measurements were taken from 4 randomly selected extrudate pieces. The results were presented as the average of the triplicated extrusion runs.
The extrudate density was measured using a mass displacement method using canola seeds, as reported by Koksel and Masatcioglu [11]. Approximately 5 g of 5 cm-long extrudate pieces were used for each measurement. For each extrusion run, five measurements were taken, and the results were presented as the average of the triplicated extrusion runs.
The extrudate porosity ( ) was calculated using Equation (2) [9]:
% = 1 ρ e x t r u d a t e ρ c e l l   w a l l × 100 %
where, ρ e x t r u d a t e represents the extrudate density in g/cm3, measured as described above, and ρ c e l l   w a l l represents the density of the extrudate cell walls in g/cm3. To measure t h e   ρ c e l l   w a l l , extrudates were ground into powder using an ultracentrifugal mill (Retsch, ZM 200, Haan, Germany) equipped with a 0.25 mm sieve. The density of the ground extrudate was measured using a gas displacement pycnometer (Ultrapyc 1200e, Quantachrome Instruments, Boynton Beach, FL, USA) following the method reported by Luo et al. [9]. For each sample, approximately 3.5 g of ground extrudate was weighed into a sample chamber, sealed, and purged with helium gas at a pressure of 131 kPa. The cell wall density was measured in triplicates for each ground extrudate sample, and the porosity was calculated based on the mean values of the triplicated extrusion runs for each extrusion treatment.

2.5. Texture and Mechanical Properties

A Texture analyzer (TA-XT-plus, Stable Micro Systems, Godalming, UK) equipped with a 5 kg load cell was used to perform the texture analysis. Randomly selected extrudate samples were placed in an air oven at 40 °C for 24 h to reach an equilibrium moisture of approximately 6–8% (wet basis) prior to the analysis. A cutting test was performed using a 1 mm-thick Warner–Bratzler shear blade probe on 4 cm long extrudates and following the method reported by Koksel and Masatcioglu [11]. Three-point bending test was performed using a three-point bend rig (HDP/3PB, Stable Micro Systems, Godalming, UK) following the method reported by Robin et al. [12]. Before the analysis, the diameter of the extrudate was measured using a digital caliper and recorded. The compatible software, Exponent Connect (version 6,1,16,0, Stable Micro Systems, Godalming, UK), was used to extract extrudate hardness, crispness, and crunchiness from the cutting test, maximum force (f) and probe displacement ( δ ) at fracture from the bending test. The normalized crispness (or crunchiness) of an extrudate was calculated by dividing the crispness (or crunchiness) by the diameter of that extrudate sample. The Young’s modulus (E), flexural stress (σ), and fracture strain (ε) were calculated using Equations (3)–(5) [13,14]:
E = 4 f L 3 3 π δ D 4
σ = 24 f L π D 3
ε = σ E
where L and D represent the length between two supports (i.e., 50 mm) and the extrudate diameter, respectively. The textural attributes were reported as the mean of three measurements, each of which was the mean of readings from five random extrudates for the cutting test and the mean of five measurements, each of which was the reading from one random extrudate for the bending test. The results were presented as the average of the triplicated extrusion runs.

2.6. Statistical Analysis

The effects of protein content and nitrogen gas injection pressure on extrudate properties were analyzed using a two-way analysis of variance (ANOVA). Statistical differences in the physical properties of extrudates were determined using Tukey’s test (p < 0.05). Tukey’s test was selected for its conservativity. Pearson’s correlation coefficients were determined to assess the relationship between processing conditions and extrudate properties. All statistical analyses were performed using OriginPro, version 2023 (OriginLab Corporation, Northampton, MA, USA). After ANOVA, the normality and homogeneity of variance were confirmed using SAS® Studio (© 2024 SAS Institute Inc., Cary, NC, USA).

3. Results and Discussion

3.1. Proximate Composition and the Particle Size Distribution of the Raw Materials

The protein, ash, and lipid contents of the corn starch were 0.12 ± 0.07%, 0.07 ± 0.01%, and 0.05 ± 0.04% (dry basis), respectively. The protein, ash, and lipid contents of the pea protein isolate were 78.60 ± 3.80%, 8.92 ± 0.75%, and 0.30 ± 0.15% (dry basis), respectively.
The particle size distributions and the key particle features of the raw materials are presented in Figure 1. The corn starch had particles varying from 5.2 to 40.1 μm in size, while the pea protein isolate had a wider particle size distribution, varying from 2.4 to 186 μm. It is essential to report the particle size of ingredients in food extrusion studies because determining the optimal fineness or coarseness of powder ingredients for different end-use applications is necessary to ensure consistent outcomes, especially for pulse-based ingredients like pea protein where industry standards do not exist [15].

3.2. Extrusion Parameters

Extrusion parameters, including torque, die pressure, and specific mechanical energy (SME) input, are presented in Table 1. Two-way ANOVA (results presented in Table 2) showed that the protein content and nitrogen gas injection pressure both had significant effects on die pressure, torque, and specific mechanical energy (p < 0.0001). The interaction between protein content and nitrogen gas injection pressure on these parameters was also significant (p < 0.0001).
For conventional (i.e., without gas injection) extrusion, increasing the incorporation level of pea protein into corn starch from 10 to 30% significantly lowered the die pressure. At 40% protein, the die pressure increased to a level comparable to the 0% protein formula, while at 50% protein, the die pressure increased further to reach its highest level. The highest die pressure at 50% protein could be resulting from changes in the melt matrix with protein addition, i.e., phase inversion from a continuous starch phase with dispersed proteins to co-continuous phases of starch and proteins or a continuous protein phase with a dispersed starch phase [16,17]. For conventional extrusion cooking, torque and die pressure had a significant and strong positive correlation (r = 0.99, p < 0.001, presented in Table 3), indicating that a higher melt viscosity, manifested by higher torque, generated higher die pressure in conventional extrusion. However, a negative correlation between torque and die pressure (r = −0.56, p < 0.05, presented in Table 4) was found when nitrogen gas-assisted extrusion was also considered.
In most cases, injecting nitrogen gas caused significant (p < 0.05) die-pressure reduction during extrusion, for example, comparing 0 and 150 kPa gas injection conditions for the 10% protein formula. Some exceptions to this significant die pressure drop were the 0 and 50% protein formulas at 150 kPa gas injection and the 30% protein formula at 150 and 300 kPa gas injection, where the decline was statistically insignificant. Similar reductions in die pressure were also reported for extrusion with supercritical CO2 [8,19], where the die pressure drop was explained by the melt viscosity-reduction effect of supercritical CO2. However, a viscosity-reduction effect is not expected due to the relatively lower solubility of N2 compared to CO2 and was also not observed, as evidenced by the increase in torque values with an increase in nitrogen gas injection pressure (Table 1). Our results indicate that the introduction of nitrogen gas changed the flow characteristics of the melt at the die exit. Further studies on the melt rheological properties are needed to better explain the change in die pressure caused by nitrogen gas injection.
The torque values during extrusion represent the resistance experienced by the extruder motor and depend on several factors, including the degree of extruder barrel fill, melt viscosity, and screw speed [11,20]. The torque value was the lowest for the 50% protein formula among all the conventional extrusion runs. Proteins can also have a lubricating effect that reduces torque [21]. In addition, studies have indicated that materials with larger particle sizes, such as pea protein isolate in this study, experience a lower contact with the extruder barrel during the extrusion process, due to their lower surface area to volume ratio. Consequently, they are not heated to as high temperatures compared to ingredients with relatively lower particle sizes and exhibit higher melt viscosity [22]. This may have contributed to the higher die pressure value observed at the highest protein content studied (i.e., 50% protein). Overall, nitrogen gas injection either did not change or increase the torque values during extrusion compared to those of 0% protein formula, with the exception of 150 kPa nitrogen gas injection at 30% protein. It is possible that the increase in torque brought about by nitrogen gas injection was due to the increase in barrel fill with the additional gas volume [20]. The specific mechanical energy input had the same trend as torque values.

3.3. Radial Expansion Index, Extrudate Density and Porosity

The results of the radial expansion index (i.e., the degree of expansion in the direction parallel to the die plate) are presented in Figure 2. The digital image of extrudates at varying protein contents and nitrogen gas injection pressures is provided in the Supplementary Material (Figure S1). Statistical analysis showed that protein content and nitrogen gas injection pressure significantly affected extrudate radial expansion (p < 0.0001). The two-way interaction between protein content and nitrogen gas injection pressure on the radial expansion index was also significant (p < 0.0001).
For the samples with no gas injection, the 0% protein formula (i.e., corn starch) had the highest radial expansion, and the addition of protein significantly (p < 0.05) reduced extrudate radial expansion. Consistent with our findings, Roudaut et al. [23] also reported that extrudates made with pure corn starch had the greatest expansion when compared to whey protein-supplemented corn starch extrudates. The increase in protein content from 20 to 40% caused a significant (p < 0.05) decrease in radial expansion. Phillipp et al. [5] reported that pea protein isolates at 30–50% levels reduced the radial expansion significantly by causing a greater extent of shrinkage during melt expansion. Pea protein addition has been shown to reduce the glass transition temperature of the melt [24], and, therefore, it can delay melting solidification, permitting a longer time for the melt to shrink before the extrudate solidified.
Moreover, proteins suppress the extensibility of starch by forming a rigid network that decreases the mobility of amylopectin chains, resulting in higher resistance to melt expansion [17,25]. Thus, adding proteins to the formula generally reduces the expansion of extruded puffed products. Interestingly, the radial expansion at 20% protein was higher than at 10% when conventionally extruded. The positive effect of protein up to 20% on expansion might result from its thermosetting effect [26]. Once thermosetting materials (e.g., proteins) are heated over their glass transition temperature and cooled down, they form a rigid gel to set the extrudate structure and thus inhibit any further shrinkage [27]. At protein contents higher than 20%, it is possible that protein’s suppression on starch extensibility outweighed the positive thermosetting effect on extrudate radial expansion, which in turn may have caused the aforementioned reductions in radial expansion.
The effect of nitrogen gas injection pressure on extrudate radial expansion was a function of protein content, as evident from the significant interaction between protein content and nitrogen gas injection. Significant improvement in radial expansion was observed at 150 and 300 kPa at 10% protein, while the improvement at 40% protein was only observed at 150 kPa. The same improvements in radial expansion were also reported for red lentil flour extrudate produced with 300 kPa nitrogen gas injection [28], as well as for wheat flour extrudates at 100 and 200 kPa nitrogen gas injection [29]. When the melt leaves the extruder at the die exit in conventional extrusion, water evaporation due to the fast pressure drop becomes the driving force for product expansion [30]. When additional gas (e.g., nitrogen gas) is introduced into the extruder barrel, it may favor bubble nucleation and expansion after the melt exits the die, thus producing more expanded products [8,31]. In contrast, nitrogen gas injection at 150 and 300 kPa reduced the radial expansion significantly (p < 0.05) at 0 and 20% protein. Similar reductions in the radial expansion were reported for red lentil flour-based extrudates produced at 300, 400, and 500 kPa nitrogen gas injection [9,10] and yellow pea flour extrudates with 300, 400, and 500 kPa nitrogen gas injection [11]. It has been reported that different extrudate matrices have different capacities to hold gas bubbles trapped inside the melt [32] and that the impaired gas-holding properties of starch melts may lead to the gas being lost to the atmosphere and thereafter cause structural collapse and lower overall expansion [9]. In addition, the die pressure is positively related to the solubility of nitrogen gas in the melt, according to Henry’s law [33,34]. Therefore, the cause of the less expanded products could be the relatively lower solubility of nitrogen gas at reduced die pressure. From another perspective, the thermosetting proteins in the melt would impart rigidity to extrudates, which may strain both extrudate expansion and shrinkage [27]. Our results indicated that these confounding factors contributed to the different responses in extrudate radial expansion at different protein levels.
Extrudate density as a function of protein content and nitrogen gas injection pressure is presented in Figure 3. According to two-way ANOVA results, both protein content and nitrogen gas injection pressure had significant effects on extrudate density (p < 0.0001), and the interactive effect between protein content and nitrogen gas injection pressure on extrudate density was also significant (p < 0.0001). When comparing the extrudate radial expansion index with extrudate density, it can be seen that the extrudate density was not perfectly negatively correlated to the radial expansion index, which was also reported by Chan et al. [10]. Instead., a significant and strong negative correlation (r = −0.99, p < 0.001) was observed between porosity and density, as depicted in Figure 4. This is interesting because there have also been reports of an inverse relationship between the two expansion ratios [25,35]. This finding suggests that the radial expansion index alone is inadequate to describe extrudate expansion, as expansion also happens in the longitudinal direction (i.e., the direction parallel to the flow direction of extrudate through the die) [36]. The 50% protein formula had the highest density for extrudates produced with no gas, while the 30% protein formula had the lowest. This is in agreement with the study that reported a decrease in extrudate gas volume fraction (i.e., an increase in density) when soy protein content was raised from 20 to 50%, probably due to the reduced melt extensibility and enhanced melt rigidity that was previously mentioned [17]. Strong correlations found between density and torque (r = 0.96, p < 0.01), as well as density and die pressure (r = 0.98, p < 0.001), also imply that the high extrudate density is possibly a result of high melt viscosity that restricted the overall extrudate expansion [7].
Similar to the radial expansion index, the effect of nitrogen gas injection pressure on density was also a function of protein content. Nitrogen gas injection at 300 kPa caused profound densification of the 20% protein extrudates. This is in agreement with the results obtained for nitrogen gas assisted-extrusion of red lentil and yellow pea flours [9,11]. Pea protein at a 20% level may have weakened the gas-holding properties and reduced the glass transition temperature of the melt while not imparting as much rigidity to the melt as it would at higher protein levels (i.e., 30–50%). On the contrary, nitrogen gas injection pressure significantly (p < 0.05) reduced the extrudate density at 0 and 30% protein at 150 kPa injection and 50% protein at 300 kPa injection. The decreases in density suggest a higher degree of overall expansion, which was also reported for extruded yellow pea flour [11], red lentils [10], and wheat flour [10,11,29]. When comparing the 0 and 20% protein extrudates at 300 kPa nitrogen gas injection, it was interesting to see that despite having similar radial expansions, the 20% protein sample had a much higher density, suggesting that it was much less expanded in the longitudinal direction. Nitrogen gas injection did not significantly affect extrudate density at 40% protein at the two pressures studied.

3.4. Texture and Mechanical Properties

The most critical texture attributes of cellular snack foods, namely hardness, crispness, and crunchiness [37], are presented in Table 5. The crispness and crunchiness were normalized using the diameter of the extrudates to remove the effect of radial extrudate expansion on these two properties. In addition, Young’s modulus, flexural stress, and fracture strain were determined through a bending test to characterize the extrudates’ mechanical properties, providing a comprehensive understanding of the extrudates’ structural properties and performance under stress.
In terms of hardness, both protein content (p < 0.0001) and nitrogen gas injection pressure (p < 0.001) had significant effects on extrudate hardness. The interaction between these two factors was also significant (p < 0.0001). For the treatments without gas injection, extrudates with 0 and 50% protein content had the highest hardness. Similar results were also reported, showing that adding pea protein isolate at 30–50% reduced rice starch-based extrudates’ breaking force [5]. In contrast, the incorporation of soybean protein concentrate up to 40% dramatically lowered the hardness of cornmeal flour-based extrudates [38]. It is commonly recognized that more expanded products have lower peak breaking stress [26]. Contrary to the literature, a strong positive correlation between radial expansion and hardness (r = 0.90, p < 0.05) was found for conventionally extruded samples in this study, and the most expanded treatment in this study (0% protein with no gas) turned out to have the highest peak force (i.e., hardness). This result indicated that the relatively higher hardness for this treatment was mostly contributed by the mechanical properties of the solid phase (i.e., the cell walls) rather than a lack of expansion. It should be noted that the compositional homogeneity of the solid phase at a small localized scale impacts the fracture behavior of cellular products [39,40]. The weakening of the mechanical properties of this matrix due to protein disruption has been reported in various studies [16,17,41,42]. A starch matrix can lose its continuity under thermo-mechanical treatment during extrusion cooking when protein aggregates, which are incompatible with the starch, are introduced into the matrix [16,17,43]. As the protein level increases further, more protein aggregates form. When protein content reaches a certain level, the continuous phase of the melt switches from starch to protein, which may harden the cell walls. This cell wall hardening effect of protein aggregates, combined with the less expanded structure at 50% protein, possibly led to higher extrudate hardness than lower protein-containing extrudates or produced by conventional extrusion cooking.
In terms of the effect of nitrogen gas injection at 0% protein content, 150 kPa gas injection caused a slight reduction in extrudate hardness. Extrudate hardness did not further decrease with the injection pressure increasing to 300 kPa. At 20% protein, 150 kPa gas injection caused a significant reduction in extrudate hardness compared to no gas injection. However, extrudate hardness at 300 kPa increased and was comparable to the extrudate with no gas injection. Significant effects of protein content (p < 0.0001) and nitrogen gas injection pressure (p < 0.001) on extrudate crunchiness were found. The interaction effect between protein content and nitrogen gas injection on extrudate crispness was also significant (p < 0.0001). However, when crispness was normalized, the effect of nitrogen gas injection was no longer significant.
For the samples with no gas injection, extrudates with 50% protein had the lowest crispness and normalized crispness, which is in line with the results of Philipp et al. [5], who reported that extrudates with 45% pea protein isolate concentration had only a few fracture events. This low crispness could be attributed to the increased extrudate density due to the presence of pea protein at a 50% level, as extrudate density was strongly and negatively correlated to crispness (r = −0.83, p < 0.001). A similar correlation between crispness and extrudate density was also reported by Barrett et al. [44] for corn meal extrudates. With 300 kPa gas injection, all extrudates had similar or significant (p < 0.05) lower crispness values when compared to their no-gas counterparts. This trend agrees with what was reported for yellow pea flour extrudates (protein content ~24%, w.b.). Among the extrudates with 300 kPa gas injection, the lowest crispness was observed for those with 0 and 20% protein.
For crunchiness, protein content, and nitrogen gas injection pressure significantly affected extrudate crunchiness (p < 0.0001). The interaction between protein content and nitrogen gas injection pressure on extrudate crunchiness was also significant (p < 0.0001). Protein content and nitrogen gas injection significantly affected the normalized crunchiness (p < 0.0001 and p < 0.05), while their interaction was insignificant.
Extrudates with 0% protein and no gas injection had the highest crunchiness and normalized crunchiness. At 0% protein, 150 kPa gas injection significantly reduced crunchiness, and an increase in gas pressure to 300 kPa caused a further reduction in crunchiness. At 20% protein, 150 kPa gas injection significantly reduced crunchiness, but a further increase in pressure from 150 kPa to 300 kPa did not cause any significant changes. Extrudates with 0% protein had the highest normalized crunchiness, while extrudates with 10–40% protein had similar normalized crunchiness. Pearson’s correlation coefficients showed that crunchiness was strongly and positively correlated to radial expansion (r = 0.88, p < 0.0001) and hardness (r = 0.83, p < 0.0001). In contrast, the normalized crunchiness was only strongly and positively correlated to hardness (r = 0.90, p < 0.0001). This is in line with the results of Van Vilet and Primo-Martin [37], reporting that a certain level of hardness is needed in foods to be perceived as crunchy.
Similar to crunchiness, protein content, and nitrogen gas injection pressure significantly affected extrudates’ mechanical properties (i.e., Young’s modulus, flexural stress, and fracture strain) (p < 0.0001). The interaction between protein content and nitrogen gas injection pressure on the aforementioned extrudates’ mechanical properties was also significant (p < 0.0001).
The Young’s modulus and flexural stress for the conventionally extruded samples ranged from 1.22 to 5.13 MPa and 4.04 to 12.24 MPa, respectively. Similarly, wheat flour extrudates were reported to have Young’s modulus and flexural stress values ranging from 0.02 to 1.3 MPa and 0.4 to 19 MPa and MPa, respectively [12]. Young’s modulus and flexural stress are found to be strongly and positively correlated (r = 0.96, r < 0.0001), indicating stiffer extrudates (i.e., with higher Young’s modulus) tend to withstand greater stress before bending failure.
For conventionally extruded samples, the 0% protein extrudate had the lowest Young’s modulus and flexural stress, while the highest fracture strain indicated the lowest stiffness and strength in bending as well as the highest extensibility for this sample [45]. The addition of protein at a 10% level resulted in the highest Young’s modulus and the lowest fracture strain and, therefore, the most brittle sample among all the conventionally extruded samples. This might be associated with the reduced REI (Figure 2). As evidence, REI and fracture strain are found to be significantly and positively correlated (r = 0.98, p < 0.0001), while REI and Young’s modulus are moderately and negatively correlated. Last but not least, the 50% protein extrudates had both the highest Young’s modulus and flexural stress.
For nitrogen gas-assisted extrusion, nitrogen gas injection at 300 kPa significantly increased extrudates’ Young’s modulus and flexural stress while significantly reducing extrudates’ fracture strain at 0% protein content. Conversely, at 10% protein content, nitrogen gas injection at both 150 and 300 kPa significantly decreased Young’s modulus compared to the no-gas injection counterpart. Additionally, nitrogen gas injection at 300 kPa significantly improved fracture strain at this protein level. Similar to the 0% protein formula, at 20% protein, nitrogen gas injection at 300 kPa significantly improved Young’s modulus and flexural stress, while nitrogen gas injection at 150 kPa significantly reduced fracture strain. A further increase in nitrogen gas injection pressure from 150 to 300 kPa reduced fracture strain significantly at 20% protein. At 50% protein, nitrogen gas injection at 300 kPa significantly reduced flexural stress when compared to the no-gas injection counterpart.
The correlation analysis indicated that there were multiple significant correlations between the physical and mechanical properties of the extrudates. For instance, extrudate density and flexural stress are strongly and positively correlated (r = 0.83, p < 0.0001), as are density and Young’s modulus, albeit to a moderate degree (r = 0.74, p < 0.001). Similar positive correlations between extrudate density and both Young’s modulus and flexural stress were also reported for extruded corn starch and whey protein isolate [43]. In addition, porosity is negatively correlated with both Young’s modulus (r = −0.72, p < 0.001) and flexural stress (r = −0.83, p < 0.0001). Overall, it can be seen that higher extrudate density and lower extrudate porosity correspond to higher stiffness and stress resistance of extrudates.
In terms of the correlations between texture and mechanical properties, extrudate hardness showed only a moderate correlation with fracture strain (r = 0.51, p < 0.05) but no significant correlation with other mechanical properties studied. In contrast, crispness was strongly and negatively correlated with both flexural stress (r = −0.86, p < 0.0001) and Young’s modulus (r = −0.85, p < 0.0001), suggesting that crisper textures are associated with lower stiffness and lower stress resistance, in line with the results reported for extruded wheat flour and cornmeal [46]. Crispness also showed a moderate positive correlation with fracture strain (r = 0.59, p < 0.05), while crunchiness exhibited a strong positive correlation with fracture strain (r = 0.87, p < 0.0001). Furthermore, crunchiness had moderate and weak correlations with Young’s modulus (r = 0.50, p < 0.05) and flexural stress (r = 0.49, p < 0.05), respectively.

4. Conclusions

The effects of nitrogen gas injection at the pressures studied were a function of protein content in the feed material. The radial expansion of extrudates showed a significant increase with nitrogen gas injection at 10 and 40% protein, whereas a significant decrease was observed in extrudates with 0 and 20% protein content. Nitrogen gas injection at 150 kPa significantly reduced extrudate density for formulations with 10 and 30% protein. Meanwhile, at 300 kPa, gas injection significantly lowered extrudate density for the 50% protein formulation but significantly increased extrudate density for the 20% protein formulation.
Additionally, some improvements in texture, such as decreases in hardness and increases in crispness, were found with nitrogen gas injection, particularly at the 50% protein incorporation level and 300 kPa gas injection pressure. This study showed the promising potential of nitrogen gas-assisted extrusion in improving the physical appeal of a novel healthy snack at high protein levels (i.e., up to 50%). In the future, a more comprehensive study is required to better understand the links among protein content, nitrogen gas injection, and expansion dynamics (e.g., extrudate growth, shrinkage, and solidification). Future studies will focus on a wider range of extrusion processing conditions. In addition, while this study comprehensively analyzed the texture properties of snacks using a texture analyzer, future research should consider incorporating sensory tests to assess consumer perception, as individual preferences and sensory experiences can vary significantly. Finally, this study exclusively focused on the effect of protein level from one source, leaving room for further investigation into the interaction among nitrogen gas injection in a more complicated food system with various ingredients (e.g., proteins and fibers).

Supplementary Materials

The following supporting information can be downloaded at https://www.mdpi.com/article/10.3390/foods13152411/s1, Figure S1: Digital photo of key extrudates produced at varying protein content and nitrogen gas injection pressure. The scale bar at the bottom right represents 10 mm length.

Author Contributions

Conceptualization, S.L. and F.K.; Methodology, S.L. and F.K.; Data curation, S.L.; Writing—Original Draft Preparation, S.L.; Writing—Review and Editing, J.P. and F.K.; Supervision, F.K.; Project Administration, F.K.; Funding Acquisition, F.K. All authors have read and agreed to the published version of the manuscript.

Funding

The authors would like to acknowledge the Discovery Grants and Create Grants programs of the Natural Sciences and Engineering Research Council of Canada (NSERC), as well as the Canada Foundation for Innovation (CFI) JELF program for infrastructure support.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The original contributions presented in the study are included in the article/Supplementary Materials, further inquiries can be directed to the corresponding author.

Acknowledgments

The authors would like to thank Xiang Li, Ravinder Singh, Neeraj Ghanghas, and Irene Rangira for their help with extrusion and Sieun Park for the help with extrusion and physical properties measurements.

Conflicts of Interest

The authors have no competing interests to declare that are relevant to the contents of this article.

References

  1. Gaeini, Z.; Malmir, H.; Mirmiran, P.; Feizy, Z.; Azizi, F. Snack Consumption Patterns and Their Associations with Risk of Incident Metabolic Syndrome: Tehran Lipid and Glucose Study. Nutr. Metab. 2023, 20, 25. [Google Scholar] [CrossRef] [PubMed]
  2. Grand View Research Healthy Snacks Market Size, Share & Trends Analysis Report by Product (Frozen & Refrigerated, Dairy), by Claim (Gluten-Free, Low/No Fat), by Packaging, by Distribution Channel, by Region, and Segment Forecasts, 2023–2030. Available online: https://www.grandviewresearch.com/industry-analysis/healthy-snack-market (accessed on 5 September 2023).
  3. Morales, F.E.; Tinsley, G.M.; Gordon, P.M. Acute and Long-Term Impact of High-Protein Diets on Endocrine and Metabolic Function, Body Composition, and Exercise-Induced Adaptations. J. Am. Coll. Nutr. 2017, 36, 295–305. [Google Scholar] [CrossRef] [PubMed]
  4. Paraman, I.; Supriyadi, S.; Wagner, M.E.; Rizvi, S.S.H. Prebiotic Fibre-Incorporated Whey Protein Crisps Processed by Supercritical Fluid Extrusion. Int. J. Food Sci. Technol. 2013, 48, 2193–2199. [Google Scholar] [CrossRef]
  5. Philipp, C.; Buckow, R.; Silcock, P.; Oey, I. Instrumental and Sensory Properties of Pea Protein-Fortified Extruded Rice Snacks. Food Res. Int. 2017, 102, 658–665. [Google Scholar] [CrossRef] [PubMed]
  6. Philipp, C.; Oey, I.; Silcock, P.; Beck, S.M.; Buckow, R. Impact of Protein Content on Physical and Microstructural Properties of Extruded Rice Starch-Pea Protein Snacks. J. Food Eng. 2017, 212, 165–173. [Google Scholar] [CrossRef]
  7. Luo, S.; Koksel, F. Application of Physical Blowing Agents in Extrusion Cooking of Protein Enriched Snacks: Effects on Product Expansion, Microstructure, and Texture. Trends Food Sci. Technol. 2023, 133, 49–64. [Google Scholar] [CrossRef]
  8. Cho, K.Y.; Rizvi, S.S.H. The Time-Delayed Expansion Profile of Supercritical Fluid Extrudates. Food Res. Int. 2008, 41, 31–42. [Google Scholar] [CrossRef]
  9. Luo, S.; Chan, E.; Masatcioglu, M.T.; Erkinbaev, C.; Paliwal, J.; Koksel, F. Effects of Extrusion Conditions and Nitrogen Injection on Physical, Mechanical, and Microstructural Properties of Red Lentil Puffed Snacks. Food Bioprod. Process. 2020, 121, 143–153. [Google Scholar] [CrossRef]
  10. Chan, E.; Masatcioglu, T.M.; Koksel, F. Effects of Different Blowing Agents on Physical Properties of Extruded Puffed Snacks Made from Yellow Pea and Red Lentil Flours. J. Food Process Eng. 2019, 42, e12989. [Google Scholar] [CrossRef]
  11. Koksel, F.; Masatcioglu, M.T. Physical Properties of Puffed Yellow Pea Snacks Produced by Nitrogen Gas Assisted Extrusion Cooking. LWT–Food Sci. Technol. 2018, 93, 592–598. [Google Scholar] [CrossRef]
  12. Robin, F.; Engmann, J.; Pineau, N.; Chanvrier, H.; Bovet, N.; Valle, G.D. Extrusion, Structure and Mechanical Properties of Complex Starchy Foams. J. Food Eng. 2010, 98, 19–27. [Google Scholar] [CrossRef]
  13. Alaoui, A.H.; Woignier, T.; Scherer, G.W.; Phalippou, J. Comparison between Flexural and Uniaxial Compression Tests to Measure the Elastic Modulus of Silica Aerogel. J. Non-Cryst. Solids 2008, 354, 4556–4561. [Google Scholar] [CrossRef]
  14. Temenoff, J.S.; Mikos, A.G.; Temenoff, J.S. Biomaterials: The Intersection of Biology and Materials Science; Pearson Prentice Hall bioengineering; International ed.; Pearson Education, Inc. [u.a.]: Upper Saddle River, NJ, USA, 2008; ISBN 978-0-13-009710-1. [Google Scholar]
  15. Thakur, S.; Scanlon, M.G.; Tyler, R.T.; Milani, A.; Paliwal, J. Pulse Flour Characteristics from a Wheat Flour Miller’s Perspective: A Comprehensive Review. Compr. Rev. Food Sci. Food Safe 2019, 18, 775–797. [Google Scholar] [CrossRef]
  16. Chanvrier, H.; Valle, G.D.; Lourdin, D. Mechanical Behaviour of Corn Flour and Starch-Zein Based Materials in the Glassy State: A Matrix-Particle Interpretation. Carbohydr. Polym. 2006, 65, 346–356. [Google Scholar] [CrossRef]
  17. Zhu, L.J.; Shukri, R.; de Mesa-Stonestreet, N.J.; Alavi, S.; Dogan, H.; Shi, Y.-C. Mechanical and Microstructural Properties of Soy Protein—High Amylose Corn Starch Extrudates in Relation to Physiochemical Changes of Starch during Extrusion. J. Food Eng. 2010, 100, 232–238. [Google Scholar] [CrossRef]
  18. Granato, D.; de Araújo Calado, V.Ô.M.; Jarvis, B. Observations on the Use of Statistical Methods in Food Science and Technology. Food Res. Int. 2014, 55, 137–149. [Google Scholar] [CrossRef]
  19. Han, X.; Koelling, K.W.; Tomasko, D.L.; Lee, L.J. Continuous Microcellular Polystyrene Foam Extrusion with Supercritical CO2. Polym. Eng. Sci. 2002, 42, 2094–2106. [Google Scholar] [CrossRef]
  20. Akdogan, H. Pressure, Torque, and Energy Responses of a Twin Screw Extruder at High Moisture Contents. Food Res. Int. 1996, 29, 423–429. [Google Scholar] [CrossRef]
  21. Masatcioglu, M.T.; Yalcin, E.; Kim, M.; Ryu, G.-H.; Celik, S.; Köksel, H. Physical and Chemical Properties of Tomato, Green Tea, and Ginseng-Supplemented Corn Extrudates Produced by Conventional Extrusion and CO2 Injection Process. Eur. Food Res. Technol. 2013, 237, 801–809. [Google Scholar] [CrossRef]
  22. Altan, A.; McCarthy, K.L.; Maskan, M. Effect of Screw Configuration and Raw Material on Some Properties of Barley Extrudates. J. Food Eng. 2009, 92, 377–382. [Google Scholar] [CrossRef]
  23. Roudaut, G.; Dacremont, C.; Vallès Pàmies, B.; Colas, B.; Le Meste, M. Crispness: A Critical Review on Sensory and Material Science Approaches. Trends Food Sci. Technol. 2002, 13, 217–227. [Google Scholar] [CrossRef]
  24. Philipp, C.; Emin, M.A.; Buckow, R.; Silcock, P.; Oey, I. Pea Protein-Fortified Extruded Snacks: Linking Melt Viscosity and Glass Transition Temperature with Expansion Behaviour. J. Food Eng. 2018, 217, 93–100. [Google Scholar] [CrossRef]
  25. Chaiyakul, S.; Jangchud, K.; Jangchud, A.; Wuttijumnong, P.; Winger, R. Effect of Extrusion Conditions on Physical and Chemical Properties of High Protein Glutinous Rice-Based Snack. LWT–Food Sci. Technol. 2009, 42, 781–787. [Google Scholar] [CrossRef]
  26. Gogoi, B.K.; Alavi, S.H.; Rizvi, S.S.H. Mechanical Properties of Protein-stabilized Starch-based Supercritical Fluid Extrudates. Int. J. Food Prop. 2000, 3, 37–58. [Google Scholar] [CrossRef]
  27. Alavi, S.H.; Gogoi, B.K.; Khan, M.; Bowman, B.J.; Rizvi, S.S.H. Structural Properties of Protein-Stabilized Starch-Based Supercritical Fluid Extrudates. Food Res. Int. 1999, 32, 107–118. [Google Scholar] [CrossRef]
  28. Luo, S.; Koksel, F. Physical and Technofunctional Properties of Yellow Pea Flour and Bread Crumb Mixtures Processed with Low Moisture Extrusion Cooking. J. Food Sci. 2020, 85, 2688–2698. [Google Scholar] [CrossRef]
  29. Li, X.; Masatcioglu, M.T.; Koksel, F. Physical and Functional Properties of Wheat Flour Extrudates Produced by Nitrogen Injection Assisted Extrusion Cooking. J. Cereal Sci. 2019, 89, 102811. [Google Scholar] [CrossRef]
  30. Sauceau, M.; Fages, J.; Common, A.; Nikitine, C.; Rodier, E. New Challenges in Polymer Foaming: A Review of Extrusion Processes Assisted by Supercritical Carbon Dioxide. Prog. Polym. Sci. 2011, 36, 749–766. [Google Scholar] [CrossRef]
  31. Lee, C.H.; Lee, K.J.; Jeong, H.G.; Kim, S.W. Growth of Gas Bubbles in the Foam Extrusion Process. Adv. Polym. Technol. 2000, 19, 97–112. [Google Scholar] [CrossRef]
  32. Zhou, R.; Mitra, P.; Melnychenko, A.; Rizvi, S.S.H. Quality Attributes and Rheological Properties of Novel High Milk Protein-Based Extrudates Made by Supercritical Fluid Extrusion. Int. J. Food Sci. Technol. 2021, 56, 3866–3875. [Google Scholar] [CrossRef]
  33. Chen, K.H.; Rizvi, S.S.H. Rheology and Expansion of Starch-Water-CO2 Mixtures with Controlled Gelatinization by Supercritical Fluid Extrusion. Int. J. Food Prop. 2006, 9, 863–876. [Google Scholar] [CrossRef]
  34. Rokkonen, T.; Willberg-Keyriläinen, P.; Ropponen, J.; Malm, T. Foamability of Cellulose Palmitate Using Various Physical Blowing Agents in the Extrusion Process. Polymers 2021, 13, 2416. [Google Scholar] [CrossRef]
  35. de Mesa, N.J.E.; Alavi, S.; Singh, N.; Shi, Y.-C.; Dogan, H.; Sang, Y. Soy Protein-Fortified Expanded Extrudates: Baseline Study Using Normal Corn Starch. J. Food Eng. 2009, 90, 262–270. [Google Scholar] [CrossRef]
  36. Alvarez-Martinez, L.; Kondury, K.P.; Harper, J.M. A General Model for Expansion of Extruded Products. J. Food Sci. 1988, 53, 609–615. [Google Scholar] [CrossRef]
  37. Van Vliet, T.; Primo-Martín, C. Interplay between Product Characteristics, Oral Physiology and Texture Perception of Cellular Brittle Foods. J. Texture Stud. 2011, 42, 82–94. [Google Scholar] [CrossRef]
  38. Li, S.-Q.; Zhang, H.Q.; Jin, Z.T.; Hsieh, F.-H. Textural Modification of Soya Bean/Corn Extrudates as Affected by Moisture Content, Screw Speed and Soya Bean Concentration. Int. J. Food Sci. Technol. 2005, 40, 731–741. [Google Scholar] [CrossRef]
  39. Gibson, L.J.; Ashby, M.F. Cellular Solids; Cambridge University Press: Cambridge, UK, 1997; ISBN 978-0-521-49911-8. [Google Scholar]
  40. Luyten, H.; Plijter, J.J.; Vliet, T.V. Crispy/Crunchy Crusts of Cellular Solid Foods: A Literature Review with Discussion. J. Texture Stud. 2004, 35, 445–492. [Google Scholar] [CrossRef]
  41. Jebalia, I.; Maigret, J.-E.; Réguerre, A.-L.; Novales, B.; Guessasma, S.; Lourdin, D.; Della Valle, G.; Kristiawan, M. Morphology and Mechanical Behaviour of Pea-Based Starch-Protein Composites Obtained by Extrusion. Carbohydr. Polym. 2019, 223, 115086. [Google Scholar] [CrossRef]
  42. Yu, L.; Ramaswamy, H.S.; Boye, J. Protein Rich Extruded Products Prepared from Soy Protein Isolate-Corn Flour Blends. LWT–Food Sci. Technol. 2013, 50, 279–289. [Google Scholar] [CrossRef]
  43. Cho, K.Y.; Rizvi, S.S.H. 3D Microstructure of Supercritical Fluid Extrudates. II: Cell Anisotropy and the Mechanical Properties. Food Res. Int. 2009, 42, 603–611. [Google Scholar] [CrossRef]
  44. Barrett, A.H.; Cardello, A.V.; Lesher, L.L.; Taub, I.A. Cellularity, Mechanical Failure, and Textural Perception of Corn Meal Extrudates. J. Texture Stud. 1994, 25, 77–95. [Google Scholar] [CrossRef]
  45. Robin, F.; Dubois, C.; Curti, D.; Schuchmann, H.P.; Palzer, S. Effect of Wheat Bran on the Mechanical Properties of Extruded Starchy Foams. Food Res. Int. 2011, 44, 2880–2888. [Google Scholar] [CrossRef]
  46. Ryu, G.H.; Ng, P.K.W. Effects of Selected Process Parameters on Expansion and Mechanical Properties of Wheat Flour and Whole Cornmeal Extrudates. Starch/Stärke 2001, 53, 147–154. [Google Scholar] [CrossRef]
Figure 1. Particle size distributions of the raw materials.
Figure 1. Particle size distributions of the raw materials.
Foods 13 02411 g001
Figure 2. Effects of protein content and nitrogen gas injection on radial expansion index. Error bars represent ± standard errors of means (n = 45). Different letters represent statistically significant differences among treatments (p < 0.05).
Figure 2. Effects of protein content and nitrogen gas injection on radial expansion index. Error bars represent ± standard errors of means (n = 45). Different letters represent statistically significant differences among treatments (p < 0.05).
Foods 13 02411 g002
Figure 3. Effects of protein content and nitrogen gas injection on extrudate density. Error bars represent ± standard error of mean (n = 15). Different letters represent statistically significant differences among treatments (p < 0.05).
Figure 3. Effects of protein content and nitrogen gas injection on extrudate density. Error bars represent ± standard error of mean (n = 15). Different letters represent statistically significant differences among treatments (p < 0.05).
Foods 13 02411 g003
Figure 4. Extrudate porosity ( ) and density ( ρ ) as a function of protein content (●: 0%, ▲: 10%, ■: 20%, ▼: 30%, ◀: 40%, and ▶: 50%, d.b.) and different nitrogen gas injection pressure (solid shape: 0 kPa, hollow shape: 150 kPa, and crossed shape: 300 kPa). The dashed line represents the linear trendline with the equation = 72.64   ρ + 101 .
Figure 4. Extrudate porosity ( ) and density ( ρ ) as a function of protein content (●: 0%, ▲: 10%, ■: 20%, ▼: 30%, ◀: 40%, and ▶: 50%, d.b.) and different nitrogen gas injection pressure (solid shape: 0 kPa, hollow shape: 150 kPa, and crossed shape: 300 kPa). The dashed line represents the linear trendline with the equation = 72.64   ρ + 101 .
Foods 13 02411 g004
Table 1. Effects of feed protein content and nitrogen gas injection pressure on extrusion torque, die pressure, and specific mechanical energy (SME) input during extrusion 1.
Table 1. Effects of feed protein content and nitrogen gas injection pressure on extrusion torque, die pressure, and specific mechanical energy (SME) input during extrusion 1.
Feed Protein Content
(%, d.b.)
Nitrogen Gas Pressure
(kPa)
Die Pressure (kPa)Torque
(%)
SME
(Wh/kg)
001380 ± 20 c57.4 ± 0.5 cde265.0 ± 2.1 cde
1501260 ± 20 cde58.3 ± 0.2 cde269.2 ± 0.9 cde
300870 ± 10 hi59.4 ± 0.2 c274.2 ± 1.1 c
1001060 ± 60 fg59.0 ± 0.2 cde272.3 ± 1.0 cde
150880 ± 20 hi62.2 ±0.5 b286.9 ± 2.5 b
300600 ± 30 j62.9 ± 0.6 ab290.4 ± 2.9 ab
2001140 ± 40 def59.0 ± 0.5 cde272.3 ± 2.2 cde
1501060 ± 20 fg62.3 ± 0.4 b287.7 ± 2.0 b
300930 ± 10 ghi62.0 ± 0.4 b286.2 ± 2.0 b
300920 ± 20 ghi59.2 ± 0.4 cd273.1 ± 1.7 cd
150820 ± 10 i56.9 ± 0.4 e262.7 ±1.7 e
300910 ± 10 ghi58.1 ± 0.4 cde268.1 ± 1.9 cde
4001300 ± 30 cd57.2 ± 0.4 de263.8 ± 1.9 de
1501040 ± 20 fgh59.2 ± 0.4 cd273.1 ± 1.9 cd
3001110 ± 20 ef58.6 ± 0.2 cde270.4 ± 0.9 cde
5002230 ± 60 a51.1 ± 0.6 f235.8 ± 2.8 f
1502410 ± 70 a52.0 ± 0.5 f240.0 ± 2.3 f
3001960 ± 50 b65.1 ± 0.6 a300.4 ± 2.9 a
1 Values are presented as mean ± standard error (n = 12). For each column, different letters represent statistically significant differences among treatments (p < 0.05).
Table 2. Two-way ANOVA results for the effects of protein content and nitrogen gas injection pressure on extrusion parameters and extrudate physical quality parameters.
Table 2. Two-way ANOVA results for the effects of protein content and nitrogen gas injection pressure on extrusion parameters and extrudate physical quality parameters.
Factorsp Value
Die Pressure, Torque, SME 1, REI 2, Extrudate DensityHardness, CrispnessCrunchinessNormalized CrispnessNormalized CrunchinessYoung’s Modulus, Flexural Stress, and Fracture Strain
Protein<0.0001<0.0001<0.0001<0.0001<0.0001<0.0001
Nitrogen gas injection pressure <0.00010.0003<0.00010.720.03<0.0001
Protein × Nitrogen gas injection pressure <0.0001<0.0001<0.0001<0.00010.24<0.0001
1 SME: specific mechanical energy 2 REI: radial expansion index.
Table 3. Pearson’s correlation coefficients (r) for the relationships between processing parameters during extrusion (conventional only) and the physical properties of extrudates.
Table 3. Pearson’s correlation coefficients (r) for the relationships between processing parameters during extrusion (conventional only) and the physical properties of extrudates.
Variable 1Variable 2Pearson’s rp-Value
Motor torque (SME) 1Die pressure0.99 **,2<0.001
Porosity0.98 **<0.001
Density0.96 **<0.01
Crispness0.91 **<0.05
Die pressureFracture strain0.99 **<0.001
Density0.98 **<0.001
Porosity−0.98 **<0.001
Crispness0.90 **<0.05
Young’s modulus−0.86 **<0.05
Radial expansion indexCrunchiness0.95 **<0.01
Hardness 0.90 **<0.05
Normalized crunchiness0.85 **<0.05
DensityPorosity −0.99 **<0.001
Crispness−0.93 **<0.01
Normalized crispness0.89 **<0.05
HardnessCrunchiness0.94 **<0.01
Fracture strain0.92 **<0.01
Normalized crunchiness0.90 **<0.05
CrispnessPorosity0.94 **<0.01
Young’s modulus−0.85 **<0.05
CrunchinessFracture strain0.97 **<0.01
Normalized crunchiness 0.96 **<0.01
Normalized crunchinessFracture strain0.89 **<0.05
Young’s modulusFlexural stress0.94 **<0.001
Fracture strain−0.86 **<0.05
1 Torque and specific mechanical energy (SME) are considered the same as they have a correlation coefficient of 1. 2 Correlation is considered strong (**) when |r| > 0.8, moderate (*) when |r| is between 0.5 and 0.8, and weak when |r| < 0.5 [18].
Table 4. Pearson’s correlation coefficients (r) for the relationships between processing parameters during extrusion (conventional and gas-assisted) and the physical properties of extrudates.
Table 4. Pearson’s correlation coefficients (r) for the relationships between processing parameters during extrusion (conventional and gas-assisted) and the physical properties of extrudates.
Variable 1Variable 2Pearson’s rp-Value
Motor torque (SME) 1Die pressure −0.56 *,2<0.05
Die pressureProtein content0.60 *<0.01
Porosity−0.66 *<0.01
Density0.62 *<0.01
Radial expansion indexFracture strain0.98 **<0.0001
Crunchiness0.88 **<0.0001
Young’s modulus−0.75 *<0.001
Fracture stress−0.68 *<0.01
Hardness0.54 *<0.05
Crispness0.56 *<0.05
DensityPorosity−0.99 **<0.001
Flexural stress0.83 **<0.0001
Crispness −0.83 **<0.001
Young’s modulus0.74 *<0.001
Normalized crispness−0.73 *<0.001
HardnessNormalized crunchiness 0.90 **<0.0001
Crunchiness0.83 **<0.0001
Normalized crispness0.74 *<0.001
Fracture strain0.51 *<0.05
CrispnessFlexural stress−0.86 **<0.0001
Young’s modulus−0.85 **<0.0001
Porosity0.79 *<0.001
Normalized crispness0.72 *<0.001
Fracture strain0.59 *<0.05
CrunchinessFracture strain0.87 **<0.0001
Normalized crunchiness0.80 *<0.001
Young’s modulus−0.50 *<0.05
Flexural stress−0.49<0.05
Normalized crispnessFlexural stress−0.52 *<0.05
Normalized crunchiness−0.49<0.05
Young’s modulusFlexural stress0.96 **<0.0001
Fracture strain−0.76 *<0.001
Porosity−0.72 *<0.001
Flexural stressPorosity −0.83 **<0.0001
Fracture strain−0.70 *<0.01
1 Torque and specific mechanical energy (SME) are considered the same as they have a correlation coefficient of 1. 2 Correlation is considered strong (**) when |r| > 0.8, moderate (*) when |r| is between 0.5 and 0.8, and weak when |r| < 0.5 [18].
Table 5. Effects of feed protein content and nitrogen gas injection pressure on extrusion texture properties. For each column, different letters represent statistically significant differences among treatments (p < 0.05).
Table 5. Effects of feed protein content and nitrogen gas injection pressure on extrusion texture properties. For each column, different letters represent statistically significant differences among treatments (p < 0.05).
Feed Protein Content (%, d.b.)Nitrogen Gas Pressure (kPa)Hardness
(N)
CrispnessCrunchinessNormalized Crispness
(mm−1)
Normalized Crunchiness (mm−1)Young’s Modulus
(MPa)
Flexural Stress (MPa)Fracture Strain
0037.231 ± 2.946 a8.9 ± 0.6 ab149.365 ± 11.421 a0.0837 ± 0.060 c–f12.891 ± 1.071 a1.219 ± 0.088 h4.037 ± 0259 f3.342 ± 0.063 a
15029.647 ± 2.095 b8.2 ± 0.3 ab115.353 ± 7.584 b0.775 ± 0.026 ef10.724 ± 0.590 abc2.146 ± 0.201 gh5.977 ± 0.534 ef2.809 ± 0.071 b
30028.464 ± 1.409 b5.2 ± 0.3 de69.204 ± 3.032 c–h0.878 ± 0.054 b–f11.828 ± 0.607 ab8.530 ± 0.776 b11.831 ± 0.958 bc1.404 ± 0.022 i
10016.766 ± 0.531 de8.2 ± 0.3 ab55.219 ± 2.535 fgh1.192 ± 0.059 a8.044 ± 0.513 de5.128 ± 0.495 cde8.964 ± 0.633 d1.809 ± 0.056 h
15018.086 ± 0.805 de8.1 ± 0.5 abc58.230 ± 2.006 d–h1.105 ± 0.068 abc7.917 ± 0.324 de3.801 ± 0.154 efg7.210 ± 0.251 de1.906 ± 0.023 gh
30016.875 ± 0.741 de8.5 ± 0.4 ab56.501 ± 2.501 e–h1.077 ± 0.051 a–d7.098 ± 0.309 e3.188 ± 0.251 fg6.640 ± 0.415 def2.139 ± 0.065 ef
20020.980 ± 0.701 cde9.8 ± 0.4 a75.249 ± 2.746 c–f1.069 ± 0.039 a–e8.196 ± 0.321 cde3.311 ± 0.297 fg7.881 ± 0.505 de2.445 ± 0.059 c
15015.517 ± 0.612 e8.2 ± 0.4 ab50.788 ± 1.248 gh1.154 ± 0.036 ab7.190 ± 0.239 de4.403 ± 0.299 def8.423 ± 0.483 de1.937 ± 0.037 fgh
30022.154 ± 0.678 cd4.1 ± 0.1 e47.469 ± 1.277 h0.731 ± 0.019 f8.540 ± 0.242 cde14.993 ± 0.578 a20.188 ± 0.711 a1.350 ± 0.013 i
30021.379 ± 0.956 cd9.8 ± 0.5 a82.004 ± 3.930 c1.053 ± 0.075 a–e9.717 ± 0.520 bcd3.084 ± 0.188 fg7.380 ± 0.409 de2.410 ± 0.040 cd
15019.665 ± 0.804 de10.2 ± 0.5 a75.920 ± 3.878 c–f1.162 ± 0.05 0 ab8.811 ± 0.480 cde2.460 ± 0.178 gh5.914 ± 0.354 ef2.454 ± 0.061 c
30021.186 ± 0.517 cde9.8 ± 0.5 a79.844 ± 2.824 cd1.091 ± 0.058 abc9.131 ± 0.313 cde2.555 ± 0.135 gh6.177 ± 0.255 ef2.445 ± 0.048 c
40018.805 ± 0.862 de9.0 ± 0.6 ab70.374 ± 3.976 c–g1.209 ± 0.080 a9.319 ± 0.676 b–e3.736 ± 0.245 efg7.569 ± 0.460 de2.038 ± 0.027 efg
15018.410 ± 0.980 de9.5 ± 0.7 a70.053 ± 3.035 c–g1.215 ± 0.083 a8.348 ± 0.334 cde3.693 ± 0.231 efg7.821 ± 0.442 de2.130 ± 0.022 efg
30019.226 ± 0.786 de9.8 ± 0.7 a72.334 ± 2.619 c–g1.210 ± 0.082 a9.208 ± 0.346 cde3.530 ± 0.308 efg7.519 ± 0.616 de2.144 ± 0.022 ef
50026.007 ± 1.075 bc5.8 ± 0.4 cde72.607 ± 3.333 c–g0.721 ± 0.054 f8.964 ± 0.485 cde5.548 ± 0.342 cd12.239 ± 0.691 b2.216 ± 0.017 de
15025.511 ± 0.575 bc6.6 ± 0.5 bcd77.873 ± 5.769 cde0.793 ± 0.053 def9.437 ± 0.635 b–e6.174 ± 0.390 c13.479 ± 0.806 b2.195 ± 0.026 de
30019.135 ± 0.505 de8.1 ± 0.5 abc66.397 ± 3.001 c–h1.059 ± 0.065 a–e8.646 ± 0.360 cde4.536 ± 0.269 cdef9.175 ± 0.473 cd2.039 ± 0.034 efg
Values are presented as mean ± standard error (n = 9 for columns 3–7 and n = 15 for columns 8–10).
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Luo, S.; Paliwal, J.; Koksel, F. Nitrogen Gas-Assisted Extrusion for Improving the Physical Quality of Pea Protein-Enriched Corn Puffs with a Wide Range of Protein Contents. Foods 2024, 13, 2411. https://doi.org/10.3390/foods13152411

AMA Style

Luo S, Paliwal J, Koksel F. Nitrogen Gas-Assisted Extrusion for Improving the Physical Quality of Pea Protein-Enriched Corn Puffs with a Wide Range of Protein Contents. Foods. 2024; 13(15):2411. https://doi.org/10.3390/foods13152411

Chicago/Turabian Style

Luo, Siwen, Jitendra Paliwal, and Filiz Koksel. 2024. "Nitrogen Gas-Assisted Extrusion for Improving the Physical Quality of Pea Protein-Enriched Corn Puffs with a Wide Range of Protein Contents" Foods 13, no. 15: 2411. https://doi.org/10.3390/foods13152411

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop