Research Article

Effects of enzyme combinations on physicochemical characteristics and antioxidant activities of domestic soybean protein hydrolysates

Hae Jin Kim1,https://orcid.org/0009-0009-4032-9816, Eun Ji Lee1,https://orcid.org/0009-0004-7195-5485, Do Wan Kim2,*https://orcid.org/0009-0000-8987-8490, Kyung Young Yoon1,*https://orcid.org/0000-0003-0626-5563
Author Information & Copyright
1Department of Food and Nutrition, Yeungnam University, Gyeongsan 38541, Korea
2Department of Food and Pharmaceuticals, Jungwon University, Goesan 28024, Korea
*Corresponding author Do Wan Kim Tel: +82-43-830-8612, E-mail: dwkim1126@juw.ac.kr, Kyung Young Yoon, Tel: +82-53-810-2878, E-mail: Yoonky2441@ynu.ac.kr

Citation: Kim HJ, Lee EJ, Kim DW, Yoon KY. Effects of enzyme combinations on physicochemical characteristics and antioxidant activities of domestic soybean protein hydrolysates. Food Sci. Preserv., 33(4), 672-685 (2026)

These authors contributed equally to this study.

* These authors contributed equally to this study.

Copyright © The Korean Society of Food Preservation. This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.

Received: Mar 31, 2026; Revised: May 19, 2026; Accepted: May 22, 2026

Published Online: Aug 31, 2026

Abstract

This study evaluated the effects of different enzyme combinations on protein hydrolysis, solubility, functional properties, and antioxidant activity of protein hydrolysates prepared from domestically cultivated soybean (Glycine max) varieties, including Daewon, Seoritae, and Seomoktae. Soybean proteins were hydrolyzed using two enzyme systems: Protamex-Flavourzyme (A) and Alcalase-Flavourzyme (B). Enzymatic hydrolysis increased soluble protein content, nitrogen solubility, and degree of hydrolysis, with higher values observed for enzyme B treatment. In contrast, hydrolyzed samples showed reduced water- and oil-holding capacities (3.12-3.52 g/g and 1.84-1.95 g/g, respectively), foaming ability (2.00-3.00%), emulsifying activity (43.79-65.22%), apparent turbidity, and viscosity (0.81-1.31 cP) compared with non-hydrolyzed samples, indicating improved dispersibility and suitability for liquid food applications. Furthermore, enzymatic treatment enhanced total polyphenol content and DPPH radical scavenging activity, with the highest values observed in enzyme B-treated Seomoktae (124.29 mg GAE/100 g) and enzyme A-treated Daewon (92.69%), respectively. These results demonstrate that enzyme selection plays a critical role in modulating the functional and antioxidant properties of soybean protein hydrolysates. The findings suggest that hydrolyzed soybean proteins may serve as promising functional ingredients for liquid food systems, while further studies are needed to evaluate their applicability in specialized nutrition products and plant-based protein formulations.

Keywords: soybean protein hydrolysate; enzymatic hydrolysis; physicochemical properties; antioxidant activity; Korean soybean cultivars

1. Introduction

Soybean (Glycine max) is an important plant-based food resource with a high protein content of approximately 35-40%, making it an important dietary protein source, particularly in cereal-based diets where protein intake is often insufficient. Soybeans also contain approximately 20% lipids, of which more than 80% are unsaturated fatty acids, which contribute to reducing cholesterol level and preventing cardiovascular diseases (Kim, 2018). In addition, soybeans contain a large amount of bioactive compounds such as polyphenol, isoflavones, and saponins, which have been reported to exhibit antioxidant, anti-inflammatory, and metabolic regulatory effects, thereby increasing their value as functional food ingredients (Messina et al., 2022).

Despite these nutritional advantages, the utilization of soybean protein is limited by several factors. Native soybean proteins possess compact tertiary structures and high molecular weights, which reduce their digestibility and absorption efficiency. Furthermore, antinutritional factors such as trypsin inhibitors in soybeans can further impair protein utilization (Gilani et al., 2019; Rackis, 1981). In addition, inadequate processing conditions may induce undesirable beany flavors, negatively affecting sensory quality and consumer acceptance (Yang et al., 2023). Consequently, various processing strategies have been explored to overcome these limitations, among which enzymatic hydrolysis has gained considerable attention.

Enzymatic hydrolysis converts large molecules into smaller ones, i.e. protein into peptides and free amino acids, thereby improving protein digestibility and bioavailability. This structural modification also enhances protein solubility and processing functionality, while potentially reducing allergenicity through the degradation of allergenic epitopes (Tavano, 2013). Importantly, the type of protease and its substrate specificity strongly influence peptide size distribution and amino acid composition, which in turn affect the physicochemical characteristics, functional properties, and bioactivities of protein hydrolysates (Ashaolu, 2020). Soybean protein hydrolysates have been widely applied in protein supplements and liquid protein beverages due to their superior solubility, dispersibility, and ease of digestion. In addition, their reported bioactivities, such as antioxidant and antihypertensive effects, have promoted their use as functional food ingredients (Park et al., 2010). Owing to their low viscosity and reduced allergenic potential, soybean protein hydrolysates are also suitable for specialized nutritional products, including infant formulas, medical foods, and elderly-friendly care foods that require minimal swallowing effort. Previous studies have demonstrated that different proteolytic enzymes exert distinct effects on the functional properties and antioxidant activities of soybean protein hydrolysates (Li et al., 2025; Song et al., 2021).

Meanwhile, Korea relies heavily on imported soybeans to meet domestic demand, and recent global supply chain instability has highlighted the need to increase the utilization of domestically produced agricultural resources (Park et al., 2025). Korean soybean cultivars exhibit considerable variation in protein content, amino acid composition, and functional components, which can significantly influence processing characteristics and final product quality (Kim et al., 2022; Song et al., 2021). Nevertheless, systematic studies evaluating the functional properties and antioxidant activity of protein hydrolysates derived from Korean soybean cultivars, particularly with respect to enzyme-specific effects, remain limited.

Therefore, the purpose of this study was to enhance the food industry applicability of Korean soybeans by producing soybean protein hydrolysates using different enzyme systems and comparing their protein hydrolysis, solubility, functional properties, and antioxidant activities. Through this approach, the present study aims to provide scientific evidence supporting the value-added utilization of domestic soybean cultivars as functional ingredients for protein supplements and functional food applications.

2. Materials and methods

2.1. Materials

Soybean cultivars used in this study-Daewon, Seoritae, and Seomoktae-were cultivated in Goesan, Chungbuk Province, Korea, and purchased from an agricultural corporation (Goesan Japgok, Goesan, Chungbuk, Korea). The soybeans were washed and steamed at 121°C for 20 min using a high-pressure steamer (DY-AS2, Daeyoung, Gunpo, Korea). The steamed samples were subsequently dried at 60°C for 10 h in a hot-air dryer (DY-HD1, Daeyoung), ground using a food mixer (FM-681C, Hanil, Incheon, Korea), and passed through a 100-mesh sieve. The resulting soybean powder was stored in a deep freezer at −40°C until further use.

2.2. Preparation of soybean protein hydrolysates

For the preparation of soybean protein hydrolysates, Alcalase 2.4 L, Flavourzyme 500 MG, and Protamex 1.5 MG (Novozymes, Bagsværd, Denmark) were used. Two enzyme mixtures were selected based on previously reported studies on soybean protein hydrolysis under similar reaction conditions (Anh et al., 2020; Islam et al., 2022; Yang et al., 2023). Enzyme A consisted of Protamex and Flavourzyme mixed at a ratio of 2:1, whereas enzyme B consisted of Alcalase and Flavourzyme mixed at a ratio of 1:1. Each enzyme mixture was dissolved in 0.1 M sodium phosphate buffer (pH 7.0) and used as the enzyme solution.

Briefly, 100 g of soybean powder was dispersed in 900 mL of distilled water (DW), and the enzyme solution was added at 2% (v/v) of the sample volume. The mixture was hydrolyzed in a shaking water bath (BS-11, JeioTech, Seoul, Korea) at 50°C for 3 h with constant shaking at 100 rpm. These hydrolysis conditions were selected based on previous optimization studies reporting effective soybean protein hydrolysis at approximately pH 7.0, 50-55°C, and 2-3 h reaction time (Anh et al., 2020; Hoa and Dao, 2017). After enzymatic hydrolysis, the reaction was terminated by heating at 98°C for 10 min to inactivate the enzymes. The resulting hydrolysates were then dried at 55°C for 24 h, ground into powder, and used for subsequent analyses.

For the non-treated control, soybean powder was processed under the same conditions, including dispersion, incubation at 50°C for 3 h, heat treatment, drying, and grinding, but without enzyme addition. Therefore, the reported DH values represent the contribution of enzymatic hydrolysis, while the independent effect of steaming on protein structural changes was not separately evaluated.

2.3. Measurement of protein hydrolysis and solubility
2.3.1. Soluble protein content

Soluble protein content was determined according to the Lowry method (Lowry et al., 1951). Briefly, sample solution (0.5 mL) was mixed with 2.5 mL of Lowry reagent and allowed to react at room temperature for 10 min. Subsequently, 2.5 mL of Folin-Ciocalteu reagent diluted with distilled water at a ratio of 1:1 (v/v) was added, and the mixture was placed at room temperature for 30 min. Absorbance was measured at 750 nm using a spectrophotometer. Protein concentration was calculated from a standard curve prepared using bovine serum albumin (BSA; Sigma-Aldrich Co., St. Louis, MO, USA).

2.3.2. Nitrogen solubility

Nitrogen solubility (NS) was measured according to the method described by Kim et al. (2013). Briefly, 1 g of sample was dispersed in 100 mL of DW and stirred for 1 h at room temperature. The dispersion was then centrifuged at 3,000 rpm for 20 min at 4°C, and the supernatant was collected. The nitrogen content of the supernatant was measured using the Lowry method (Lowry et al., 1951). Total nitrogen content was determined by the Kjeldahl method using a micro-Kjeldahl apparatus (BUCHI Distillation Unit K-350). The NS was calculated using the following equation:

Nitrogen solubility = Water soluble nitrogen Total nitrogen × 100
2.3.3. Degree of hydrolysis

The degree of hydrolysis (DH) was measured using a method of Park and Yoon (2018). The sample solution was mixed with an equal volume of 20% (w/v) trichloroacetic acid (TCA) and centrifuged at 1,600 rpm for 30 min. An aliquot of the supernatant was collected and quantified for 10% TCA-soluble protein content using the Lowry method (Lowry et al., 1951). Total protein content was measured by the Kjeldahl method using a micro-Kjeldahl apparatus (BUCHI Distillation Unit K-350, Flawil, Switzerland). The DH was calculated on a protein basis as the percentage of TCA-soluble protein relative to the total protein content using the following equation:

Degree of hydrolysis  % = 10 %  TCA   soluble protein Total protein × 100

The DH of untreated samples was set to 0.00% as a baseline for comparison, representing the extent of hydrolysis induced by enzymatic treatment (Adler-Nissen, 1986).

2.4. Measurement of functional properties
2.4.1. Water-holding capacity

Water-holding capacity (WHC) was determined using a modified method of Park and Yoon (2019). Briefly, 1 g of sample was mixed with 10 mL of DW and vortexed thoroughly, followed by incubation at room temperature for 1 h. The mixture was then centrifuged at 1,600 ×g for 30 min at 25°C. After removing the supernatant, the weight of the remaining precipitate was measured. WHC was calculated using the following equation:

WHC  g / g = Weight of sample after removing supernatant Weight of dry sample
2.4.2. Oil-holding capacity

Oil-holding capacity (OHC) was measured according to a modified method of Nguyen et al. (2015). Briefly, 1 g of sample was mixed with 20 mL of soybean oil and vortexed, followed by incubation at room temperature for 1 h. The mixture was centrifuged at 1,600 ×g for 30 min, after which the supernatant was discarded. The tube was then tilted at a 45° angle and allowed to stand for an additional 10 min to remove residual free oil. The weight of the remaining precipitate was measured, and OHC was calculated using the following equation:

OHC  g / g = Weight of oil bound sample Weight of dry sample
2.4.3. Foaming ability and foam stability

Foaming ability (FA) and foam stability (FS) were determined using a modified method of Park and Yoon (2019). Briefly, 2 g of sample was dispersed in 100 mL of DW and homogenized using a homogenizer (AM-1, Nissei, Japan) at 8,000 rpm for 1 min to generate foam. The total volume of the mixture after homogenization was immediately recorded, and FA was calculated using the following equation:

Foaming ability  % = Volume after whipping Initial volume Initial volume × 100

The FS was evaluated by measuring the remaining foam volume after standing at room temperature for predetermined time intervals (e.g., 10, 30, and 60 min). FS was expressed as the percentage of foam volume retained relative to the initial foam volume using the following equation:

Foaming stability  % = Foam volume at time t Initial foam volume × 100
2.4.4. Emulsifying activity and emulsion stability

Emulsifying activity (EA) and emulsion stability (ES) were determined using a method of Park and Yoon (2019). Briefly, 100 mL of sample solution prepared at a concentration of 3% (w/v) was mixed with 100 mL of soybean oil and homogenized at 8,000 rpm for 5 min to form an emulsion. The resulting emulsion was centrifuged at 1,600 ×g for 10 min, and EA was calculated based on the height of the emulsified layer relative to the total height of the mixture using the following equation:

Emulsifying activity  % = Height of emulsified layer Total height of mixture × 100

The ES was evaluated using the same procedure as described for EA to prepare the emulsion. The freshly prepared emulsion was then heated in a water bath at 80°C for 30 min, followed by cooling to 25°C. After heat treatment, the emulsion was centrifuged at 1,000 rpm for 10 min, and ES was calculated using the following equation:

Emulsion stability  % = Height of emulsified layer after heating Total height of mixture × 100
2.4.5. Turbidity

Turbidity was measured according to the method of Chamba et al. (2014). The sample was dispersed in DW to prepare solutions with various concentrations of 10, 20, 30, 40, and 50 mg/mL. The dispersions were stirred at room temperature for 1 h to ensure uniform suspension. Apparent absorbance at 600 nm (A600) was then measured and used as a relative indicator of turbidity and dispersion behavior rather than as an absolute quantitative measure, due to potential light scattering effects at high sample concentrations.

2.4.6. Viscosity

The viscosity of sample solution was measured using a viscometer (DV2T, Brookfield, Middleboro, MA, USA) according to the method described by Chel-Guerrero et al. (2002). Briefly, 1 g of sample was mixed with 10 mL of DW and stirred thoroughly. The pH of the dispersion was adjusted to 7.0 using 1 N NaOH or 1 N HCl. An aliquot (1 mL) of the dispersion was transferred to the sample container, and viscosity was measured using a CP-42 spindle at a rotational speed of 100 rpm for 1 min. The viscometer was calibrated using a viscosity standard (Brookfield Engineering Laboratories, Inc., Middleboro, MA, USA) prior to measurement.

2.5. Determination of antioxidant activity
2.5.1. Preparation of extracts

For the determination of total phenolic content (TPC) and DPPH radical scavenging activity, extracts were prepared by mixing samples with 80% ethanol at a ratio of 1:10 (w/v). The mixture was stirred at room temperature for 3 h and then centrifuged at 3,200 ×g for 10 min at 4°C. The supernatant was collected and used for antioxidant activity analyses.

2.5.2. TPC

The TPC of extracts from different soybean samples was measured using the Folin-Ciocalteu method (Folin and Ciocalteu, 1927). Briefly, 0.2 mL of ethanol extract solution was mixed with 0.2 mL of Folin-Ciocalteu phenol reagent (Junsei, Tokyo, Japan) and allowed to react at room temperature for 3 min. Subsequently, 0.4 mL of 10% Na2CO3 solution (OCI, Seoul, Korea) and 4 mL of DW were added, and the mixture was allowed to react for 1 h at room temperature in the dark. The absorbance was measured at 725 nm. TPC was calculated from a standard curve prepared using gallic acid (Sigma-Aldrich Co.) and expressed as mg gallic acid equivalents (GAE) per 100 grams.

2.5.3. DPPH radical scavenging activity

DPPH radical scavenging activity of the ethanol extracts was evaluated using a slightly modified method of Lee et al. (2010). A total of 200 μL of 0.2 mM DPPH solution was mixed with 100 μL of sample extract in a 96-well microplate. The reaction mixture was incubated at room temperature in the dark for 30 min, and absorbance was measured at 517 nm. DPPH radical scavenging activity was calculated using the following equation:

DPPH radical scavenging activity  % = 1 A B C × 100

where A is the absorbance of the reaction mixture containing the test sample and DPPH solution, B is the absorbance of the blank containing distilled water instead of DPPH solution, and C is the absorbance of the control containing distilled water instead of the test sample.

2.6. Statistical analysis

All experiments were conducted in triplicate, and the results are expressed as mean values ± standard deviation. Statistical analyses for all data were performed using IBM SPSS Statistics software (version 23.0, IBM Corp., Armonk, NY, USA). One-way analysis of variance (ANOVA) was applied to determine significant differences among samples at a significance probability of p < 0.05. Differences between mean values were evaluated using Duncan’s multiple range test.

3. Results and discussion

3.1. Soluble protein content, NS, and DH

Table 1 presents the soluble protein content, NS, and DH of soybean hydrolysates prepared using different enzyme treatments. Overall, enzyme treatment markedly increased soluble protein content and NS, accompanied by a higher DH, compared with the untreated samples.

Table 1. Soluble protein content, nitrogen solubility, and degree of hydrolysis of soybean protein hydrolysates prepared using different enzyme combinations
Cultivar Enzyme treatment1) Soluble protein content (mg/g) Nitrogen solubility (%) Degree of hydrolysis (%)
Daewon Untreated 22.60 ± 0.352)b3) 9.90 ± 0.35c 0.00 ± 0.00c
Enzyme A 31.60 ± 0.96a 13.54 ± 0.43b 37.03 ± 0.53b
Enzyme B 31.12 ± 0.98a 15.07 ± 0.07a 40.57 ± 1.01a
Seoritae Untreated 24.00 ± 0.15c 18.14 ± 0.42b 0.00 ± 0.00c
Enzyme A 31.79 ± 0.87b 18.80 ± 0.51b 31.13 ± 0.55b
Enzyme B 33.82 ± 0.65a 21.34 ± 0.49a 33.45 ± 0.90a
Seomoktae Untreated 33.55 ± 1.02c 17.48 ± 0.44c 0.00 ± 0.00b
Enzyme A 36.04 ± 0.88b 18.36 ± 0.28b 27.16 ± 0.11a
Enzyme B 38.78 ± 0.70a 22.60 ± 0.37a 26.74 ± 0.29a

1) Enzyme A consisted of Protamex and Flavourzyme (2:1), and enzyme B consisted of Alcalase and Flavourzyme (1:1).

2) All values are mean ± SD (n = 3).

3) Values with different letters in the same soybean cultivar are significantly different at p < 0.05 by Duncan’s multiple range test.

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In Daewon soybean, the soluble protein content increased from 22.60 mg/g in the untreated sample to 31.60 mg/g and 31.12 mg/g following enzyme A and enzyme B treatments, respectively, corresponding to an increase of approximately 38-40%. In Seoritae soybean, soluble protein content increased from 24.00 mg/g to 31.79 mg/g (enzyme A) and 33.82 mg/g (enzyme B), representing an increase of approximately 32-41%, with enzyme B showing the highest value. For Seomoktae soybean, soluble protein content increased from 33.55 mg/g in the untreated sample to 36.04 mg/g and 38.78 mg/g following enzyme A and enzyme B treatments, respectively, corresponding to an increase of approximately 7-16%. Overall, enzymatic hydrolysis significantly enhanced soluble protein content across all soybean varieties, with enzyme B treatment producing the greatest increase.

Alcalase is known to exhibit strong endopeptidase activity, efficiently cleaving internal peptide bonds, whereas Flavourzyme possesses exopeptidase activity that further hydrolyzes peptide termini. The combination used in enzyme B is therefore considered to promote a greater reduction in molecular weight and increased exposure of hydrophilic amino acid residues, resulting in improved protein solubility (Kristinsson and Rasco, 2000). These findings are consistent with the results reported by Tavano (2013), who demonstrated that an Alcalase-Flavourzyme enzyme system effectively enhances the solubility of plant proteins.

In addition, varietal differences in soluble protein content are likely attributable to differences in soybean storage protein composition, particularly the relative proportions of glycinin and β-conglycinin, as well as inherent structural characteristics of the proteins (Damodaran, 1996). Taken together, the results indicate that enzymatic treatment, especially the combined use of Alcalase and Flavourzyme, is an effective strategy for improving the solubility of soybean proteins, suggesting its potential application in the development of plant-based protein beverages and functional food ingredients.

The NS values ranged from 9.90 to 15.07% for Daewon soybean, 18.14 to 21.34% for Seoritae soybean, and 17.48 to 22.60% for Seomoktae soybean. In Daewon soybean, NS increased from 9.90% in the untreated sample to 15.07% following enzymatic treatment, corresponding to an increase of approximately 52%. Similarly, Seoritae soybean exhibited an increase from 18.14% to 21.34% (approximately 18% increase), while Seomoktae soybean showed an increase from 17.48% to 22.60% (approximately 29% increase). Overall, enzymatic treatment significantly enhanced NS in all samples, with enzyme B consistently showing higher NS values than enzyme A, indicating more effective protein solubilization and nitrogen release.

Although NS values of legumes are generally reported to be approximately 90% (Sul et al., 1998), all samples in the present study exhibited relatively low NS values (< 25%). This discrepancy is likely attributable to heat-induced protein denaturation during the soybean steaming process. Previous studies have shown that prolonged steaming markedly reduces NS, decreasing from approximately 83% to around 20% within 20 min (Anderson, 1992), and to approximately 28% after 30 min of heat treatment (Rackis, 1981). Such reductions are associated with protein denaturation, which exposes hydrophobic groups and promotes protein aggregation through hydrophobic interactions and disulfide (S-S) bond formation (Kim, 2014). Despite the overall low NS values, enzymatic treatment significantly increased NS, suggesting that enzymatic hydrolysis partially disrupted heat-induced protein aggregates and generated soluble peptides and free amino acids, thereby improving NS.

The DH values of untreated samples were set to 0.00% as a baseline for comparison. It should be noted that the DH values reported in this study represent the enzymatic contribution to protein hydrolysis relative to the non-treated samples. Although steaming may induce protein denaturation or structural modification, its independent effect on baseline hydrolysis-related changes was not separately quantified; therefore, this should be considered a limitation of the present study.

Following enzymatic treatment, DH increased markedly in all soybean cultivars. In Daewon soybean, DH increased to 37.03% with enzyme A and 40.57% with enzyme B, with enzyme B exhibiting a significantly higher DH. Similarly, Seoritae soybean showed higher DH values with enzyme B (33.45%) compared to enzyme A (31.13%). In contrast, Seomoktae soybean exhibited DH values of 27.16% and 26.74% with enzyme A and enzyme B, respectively, showing no significant difference between enzyme treatments. These results are consistent with previous findings reporting that Alcalase produces a higher DH than Protamex in lentil protein hydrolysates (García-Mora et al., 2014). Although both Alcalase and Protamex are classified as endopeptidases, they differ in substrate specificity and accessibility to internal peptide bonds. In particular, Alcalase is known to possess broad substrate specificity, enabling more efficient cleavage of internal peptide bonds and thereby promoting protein hydrolysis (Arteaga et al., 2020). The absence of significant differences in DH between enzyme treatments in Seomoktae soybean may be attributed to cultivar-specific protein composition and protein-protein interactions that limit enzyme accessibility. In general, a higher DH indicates that proteins are effectively converted into low-molecular-weight peptides and free amino acids, which may enhance digestibility, absorption, and solubility. However, excessive hydrolysis can negatively affect emulsifying properties and sensory quality. Therefore, appropriate control of the DH is essential to optimize the functional properties of protein-based food ingredients (Adler-Nissen, 1986; Kristinsson and Rasco, 2000).

3.2. WHC and OHC

The WHC and OHC of soybean hydrolysates are presented in Table 2. For Daewon soybean, the WHC of the untreated sample was 4.06 g/g, which was significantly higher than those of enzyme A (3.20 g/g) and enzyme B (3.12 g/g), with no significant difference between the two enzyme treatments. Similarly, Seoritae soybean exhibited the highest WHC in the untreated sample (4.30 g/g), while enzyme A (3.52 g/g) and enzyme B (3.47 g/g) showed significantly lower values without a significant difference between enzyme types. In Seomoktae soybean, the untreated sample also showed the highest WHC (4.32 g/g), followed by enzyme B (3.52 g/g) and enzyme A (3.44 g/g).

Table 2. Water-holding and oil-holding capacities of soybean protein hydrolysates prepared using different enzyme combinations
Cultivar Enzyme treatment1) Water-holding capacity (g/g) Oil-holding capacity (g/g)
Daewon Untreated 4.06 ± 0.042)a3) 2.30 ± 0.02a
Enzyme A 3.20 ± 0.05b 1.95 ± 0.01b
Enzyme B 3.12 ± 0.07b 1.94 ± 0.00b
Seoritae Untreated 4.30 ± 0.08a 2.29 ± 0.03a
Enzyme A 3.52 ± 0.01b 1.88 ± 0.00b
Enzyme B 3.47 ± 0.05b 1.84 ± 0.02b
Seomoktae Untreated 4.32 ± 0.03a 2.20 ± 0.05a
Enzyme A 3.44 ± 0.01c 1.87 ± 0.02b
Enzyme B 3.52 ± 0.03b 1.85 ± 0.03b

1) Enzyme A consisted of Protamex and Flavourzyme (2:1), and enzyme B consisted of Alcalase and Flavourzyme (1:1).

2) All values are mean ± SD (n = 3).

3) Values with different letters in the same soybean cultivar are significantly different at p < 0.05 by Duncan’s multiple range test.

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Overall, untreated samples exhibited significantly higher WHC than enzymatically treated samples across all soybean varieties. This trend is consistent with previous reports showing a reduction in WHC following enzymatic hydrolysis of quinoa flour (Srinivasu and Eligar, 2024). The decrease in WHC after enzymatic treatment is likely due to the breakdown of protein macromolecules into low-molecular-weight peptides, which reduces the three-dimensional structural spaces available for water binding. Nevertheless, the WHC values of soybean hydrolysates obtained in this study were relatively higher than those reported for yellow soybean and black soybean proteins (3.14 g/g and 2.90 g/g, respectively), indicating comparatively favorable water-binding properties (Dzudie and Hardy, 1996; Gupta et al., 2018).

The OHC showed a similar trend, with untreated samples exhibiting the highest values in all soybean varieties. The OHC of Daewon soybean was highest in the untreated sample (2.30 g/g) and significantly decreased following enzyme A (1.95 g/g) and enzyme B (1.94 g/g) treatments. In Seoritae soybean, OHC values decreased from 2.29 g/g in the untreated sample to 1.88 g/g and 1.84 g/g following enzyme A and enzyme B treatments, respectively. Seomoktae soybean showed a comparable pattern, with the untreated sample exhibiting the highest OHC (2.20 g/g), followed by enzyme A (1.87 g/g) and enzyme B (1.85 g/g). The reduction in OHC following enzymatic hydrolysis is attributed to structural degradation of proteins and rearrangement of hydrophobic regions, which diminishes the ability of proteins to interact with and retain oil (Agrawal et al., 2017). These results are consistent with previous results indicating that protein hydrolysates generally exhibit lower OHC than native proteins (Adler-Nissen, 1986; Kristinsson and Rasco, 2000).

Although soybean hydrolysates exhibited lower WHC and OHC compared to untreated samples, this reduction suggests a moderation of excessive water and oil binding, which can improve dispersion and processing stability (Kristinsson and Rasco, 2000). Such properties are advantageous for preventing excessive viscosity development and lipid entrapment, thereby enhancing the applicability of soybean hydrolysates as ingredients in liquid foods and functional food formulations (Wouters et al., 2016). Consequently, the soybean hydrolysates produced in this study exhibit more balanced water- and oil-holding characteristics than native soybean proteins, supporting their potential use as ingredients in liquid foods, functional products, and high-protein food applications.

3.3. FA and FS

The FA and FS of hydrolysates from Daewon, Seoritae, and Seomoktae soybeans subjected to enzymatic treatment are summarized in Table 3. The FA decreased markedly following enzymatic treatment in all soybean varieties. Specifically, the FA of Daewon soybean decreased from 5.00% in the untreated sample to 2.00% and 2.47% after enzyme A and enzyme B treatments, respectively. Similarly, Seoritae soybean exhibited the highest FA in the untreated sample (6.00%), whereas substantially lower values were observed following enzyme A (2.98%) and enzyme B (3.00%) treatments. In Seomoktae soybean, FA was highest in the untreated sample (6.25%) and decreased to 3.00% after both enzyme A and enzyme B treatments.

Table 3. Foaming ability and foam stability of soybean protein hydrolysates prepared using different enzyme combinations
Cultivar Enzyme treatment1) Foaming ability (%) Foam stability (%)
10 min 30 min 60 min
Daewon Untreated 5.00 ± 0.822)a3) 100.00 ± 0.00a 82.22 ± 13.70a 0.00 ± 0.00b
Enzyme A 2.00 ± 0.00b 82.22 ± 13.70a 41.11 ± 6.85b 41.11 ± 6.85a
Enzyme B 2.47 ± 0.02b 50.00 ± 0.00b 50.00 ± 0.00b 0.00 ± 0.00b
Seoritae Untreated 6.00 ± 1.63a 86.90 ± 10.24a 57.94 ± 6.83a 28.97 ± 3.41a
Enzyme A 2.98 ± 0.82b 82.22 ± 13.70a 41.11 ± 6.85a 0.00 ± 0.00b
Enzyme B 3.00 ± 0.82b 100.00 ± 0.00a 25.00 ± 20.41a 0.00 ± 0.00b
Seomoktae Untreated 6.25 ± 1.02a 86.90 ± 10.24a 57.94 ± 6.83a 23.17 ± 2.73a
Enzyme A 3.00 ± 0.82b 100.00 ± 0.00a 25.00 ± 0.00b 0.00 ± 0.00b
Enzyme B 3.00 ± 0.82b 72.22 ± 20.79a 0.00 ± 0.00c 0.00 ± 0.00b

1) Enzyme A consisted of Protamex and Flavourzyme (2:1), and enzyme B consisted of Alcalase and Flavourzyme (1:1).

2) All values are mean ± SD (n = 3).

3) Values with different letters in the same soybean cultivar are significantly different at p < 0.05 by Duncan’s multiple range test.

Download Excel Table

The FS decreased over time in all samples. For Daewon soybean, the foam formed in the untreated sample remained stable for up to 10 min but gradually decreased thereafter, with complete foam collapse observed at 60 min. In contrast, the enzyme A-treated sample showed a reduction in FS to 82.22% at 10 min, followed by partial retention of foam (41.11%) at both 30 and 60 min. The enzyme B-treated sample exhibited a more rapid decline, with FS decreasing to 50% at 10 min, remaining until 30 min, and disappearing completely by 60 min.

In Seoritae soybean, the untreated sample retained 28.97% of the initial foam volume after 60 min, whereas FS in enzyme-treated samples decreased sharply, resulting in complete foam collapse at 60 min. A similar trend was observed for Seomoktae soybean, where the untreated sample maintained 23.17% of foam after 60 min, while enzymatic treatment led to a rapid loss of FS. Notably, in the enzyme B-treated Seomoktae sample, complete foam collapse occurred within 30 min. Overall, except for Daewon soybean, enzymatic treatment resulted in a pronounced reduction in foam stability in Seoritae and Seomoktae soybeans.

These findings are consistent with the results of Severin and Xia (2006), who reported that increasing degrees of hydrolysis reduced both FA and FS in whey proteins treated with Alcalase and Protamex. Effective foam formation and stability require proteins to rapidly adsorb at the air-water interface and form a cohesive, elastic interfacial film. However, peptides generated by enzymatic hydrolysis are less capable of forming continuous and mechanically stable interfacial films, thereby impairing foam formation and stabilization (Van der Ven et al., 2002). Therefore, the observed reductions in FA and FS of soybean hydrolysates in this study are attributed to enzyme-induced protein structural modifications and molecular weight reduction.

3.4. EA and ES

The EA and ES of hydrolysates from Daewon, Seoritae, and Seomoktae soybeans subjected to enzymatic treatment are presented in Table 4. For Daewon soybean, EA was significantly highest in the untreated sample (67.56%) and decreased following enzyme A (50.28%) and enzyme B (43.79%) treatments. In contrast, Seoritae soybean showed no significant differences in EA among the untreated (65.92%), enzyme A-treated (65.22%), and enzyme B-treated (62.78%) samples. Similarly, Seomoktae soybean exhibited the highest EA in the untreated sample (65.75%), with a slight decrease observed after enzyme B (64.25%) and enzyme A (62.63%) treatments.

Table 4. Emulsifying activity and emulsion stability of soybean protein hydrolysates prepared using different enzyme combinations
Cultivar Enzyme treatment1) Emulsifying activity (%) Emulsion stability (%)
Daewon Untreated 67.56 ± 0.432)a3) 61.87 ± 1.71a
Enzyme A 50.28 ± 0.68b 63.21 ± 0.59a
Enzyme B 43.79 ± 2.40c 54.59 ± 1.77b
Seoritae Untreated 65.92 ± 2.10ns4) 67.42 ± 3.67a
Enzyme A 65.22 ± 5.83 66.67 ± 0.60a
Enzyme B 62.78 ± 6.80 59.48 ± 1.67b
Seomoktae Untreated 65.75 ± 0.75a 69.21 ± 2.99ns
Enzyme A 62.63 ± 1.23b 69.96 ± 4.21
Enzyme B 64.25 ± 0.16ab 65.39 ± 1.04

1) Enzyme A consisted of Protamex and Flavourzyme (2:1), and enzyme B consisted of Alcalase and Flavourzyme (1:1).

2) All values are mean ± SD (n = 3).

3) Values with different letters in the same soybean cultivar are significantly different at p < 0.05 by Duncan’s multiple range test.

4) ns, not significant.

Download Excel Table

Regarding ES, Daewon soybean showed comparable values in the untreated (61.87%) and enzyme A-treated (63.21%) samples, whereas a significantly lower value was observed in the enzyme B-treated sample (54.59%). In Seoritae soybean, the untreated (67.42%) and enzyme A-treated (66.67%) samples exhibited the highest ES, while enzyme B treatment resulted in a reduced stability of 59.48%. For Seomoktae soybean, ES did not differ significantly among the untreated (69.21%), enzyme A-treated (69.96%), and enzyme B-treated (65.39%) samples.

Overall, an increasing DH was associated with a tendency toward reduced EA and ES across all soybean varieties. This trend is consistent with previous reports showing a decline in emulsifying properties of lentil protein hydrolysates following enzymatic hydrolysis (Rezvankhah et al., 2021). The observed reduction in emulsifying performance is attributed to an increased proportion of hydrophilic peptides generated during hydrolysis, which alters the hydrophile-lipophile balance of proteins and consequently diminishes the interfacial activity required for stable emulsion formation and maintenance (Fathollahy et al., 2021).

3.5. Turbidity

The apparent absorbance at 600 nm (A600) of protein hydrolysates from Daewon, Seoritae, and Seomoktae soybeans under different enzymatic treatments are presented in Table 5. Within the tested concentration range of 10-50 mg/mL, A600 increased with increasing concentration in all samples. In Daewon soybean, A600 values ranged from 2.41 to 3.00 in the untreated sample, 2.25 to 3.05 following enzyme A treatment, and 2.15 to 3.04 following enzyme B treatment. For Seoritae soybean, A600 values ranged from 2.27 to 3.49 (untreated), 2.38 to 3.54 (enzyme A), and 2.39 to 3.54 (enzyme B). Similarly, Seomoktae soybean exhibited A600 values of 2.49-3.63, 2.43-3.50, and 2.32-3.55 for the untreated, enzyme A-treated, and enzyme B-treated samples, respectively.

Table 5. Apparent absorbance at 600 nm of soybean protein hydrolysates prepared using different enzyme combinations (A6001))
Cultivar Enzyme treatment2) 10 mg/mL 20 mg/mL 30 mg/mL 40 mg/mL 50 mg/mL
Daewon Untreated 2.41 ± 0.043)a4) 2.71 ± 0.01a 2.85 ± 0.02a 2.93 ± 0.01a 3.00 ± 0.00b
Enzyme A 2.25 ± 0.02b 2.62 ± 0.01b 2.84 ± 0.00a 2.94 ± 0.02a 3.05 ± 0.00a
Enzyme B 2.15 ± 0.02c 2.63 ± 0.01b 2.83 ± 0.01a 2.93 ± 0.01a 3.04 ± 0.02a
Seoritae Untreated 2.27 ± 0.07a 2.56 ± 0.01c 2.94 ± 0.05c 3.27 ± 0.06b 3.49 ± 0.05a
Enzyme A 2.38 ± 0.03a 2.98 ± 0.06a 3.34 ± 0.10a 3.48 ± 0.05a 3.54 ± 0.08a
Enzyme B 2.39 ± 0.02a 2.79 ± 0.02b 3.16 ± 0.05b 3.39 ± 0.10ab 3.54 ± 0.05a
Seomoktae Untreated 2.49 ± 0.04a 2.79 ± 0.03a 3.25 ± 0.06a 3.46 ± 0.06a 3.63 ± 0.04a
Enzyme A 2.43 ± 0.07ab 2.80 ± 0.05a 3.07 ± 0.01b 3.33 ± 0.11a 3.50 ± 0.04b
Enzyme B 2.32 ± 0.04b 2.75 ± 0.03a 3.22 ± 0.04a 3.44 ± 0.07a 3.55 ± 0.05ab

1) A600, absorbance measured at 600 nm.

2) Enzyme A consisted of Protamex and Flavourzyme (2:1), and enzyme B consisted of Alcalase and Flavourzyme (1:1).

3) All values are mean ± SD (n = 3).

4) Values with different letters in the same soybean cultivar are significantly different at p < 0.05 by Duncan’s multiple range test.

Download Excel Table

The A600 values observed in this study were markedly higher than those typically reported for soybean protein isolate (SPI) at lower concentrations (A600 < 0.5 at approximately 0.5-1.0%, w/v) (Kinsella, 1979). This discrepancy is likely attributable to the relatively high sample concentrations employed, where incomplete solubilization and the presence of protein aggregates enhance light scattering (Damodaran, 1996; Petruccelli and Añón, 1994).

It should be noted that the absorbance values at 600 nm were relatively high across the tested concentration range and, in some cases, exceeded the linear range typically assumed for absorbance-based measurements. At elevated concentrations, increased light scattering from dispersed particles and aggregates can lead to deviations from linearity, thereby limiting quantitative interpretation (McClements, 1999). Therefore, the apparent absorbance values should be interpreted primarily as relative indicators of dispersion behavior rather than absolute quantitative turbidity values. Despite this limitation, enzyme-treated samples generally exhibited similar or slightly lower apparent turbidity compared with untreated samples at equivalent concentrations.

The slight reduction in A600 following enzymatic treatment may be associated with the breakdown of protein structures into smaller peptides, which can reduce aggregation and improve dispersion behavior. These characteristics suggest that enzymatic hydrolysis may enhance the applicability of soybean proteins in liquid food systems by improving dispersibility without substantially increasing viscosity.

3.6. Viscosity

The viscosity values of hydrolysates obtained from Daewon, Seoritae, and Seomoktae soybeans following enzymatic treatment are presented in Table 6. For Daewon soybean, the viscosity of the untreated sample was 1.40 cP, which decreased to 1.08 cP and 1.31 cP after enzyme A and enzyme B treatments, respectively. Similarly, Seoritae soybean showed a viscosity of 1.40 cP in the untreated sample, whereas lower values of 1.05 cP and 1.22 cP were observed following enzyme A and enzyme B treatments. In the case of Seomoktae soybean, the untreated sample exhibited the highest viscosity (1.75 cP), which markedly decreased to 0.81 cP after enzyme A treatment and to 1.14 cP after enzyme B treatment.

Table 6. Viscosity of soybean protein hydrolysates prepared using different enzyme combinations
Cultivar Enzyme treatment1) Viscosity (cP)
Daewon Untreated 1.40 ± 0.002)a3)
Enzyme A 1.08 ± 0.18b
Enzyme B 1.31 ± 0.09ab
Seoritae Untreated 1.40 ± 0.08a
Enzyme A 1.05 ± 0.32a
Enzyme B 1.22 ± 0.09a
Seomoktae Untreated 1.75 ± 0.00a
Enzyme A 0.81 ± 0.21c
Enzyme B 1.14 ± 0.00b

1) Enzyme A consisted of Protamex and Flavourzyme (2:1), and enzyme B consisted of Alcalase and Flavourzyme (1:1).

2) All values are mean ± SD (n = 3).

3) Values with different letters in the same soybean cultivar are significantly different at p < 0.05 by Duncan’s multiple range test.

Download Excel Table

Overall, enzymatic treatment resulted in a reduction in viscosity across all soybean varieties. This decrease is attributed to enzymatic hydrolysis-induced depolymerization of proteins, which weakens intermolecular interactions and increases fluidity of the dispersion. Chel-Guerrero et al. (2002) reported higher viscosity values for lima bean and jack bean flours, ranging from 3.00-5.00 cP and 4.00-8.75 cP, respectively, at 25°C. The lower viscosity values observed in the present study are therefore likely related to differences in raw material type and compositional characteristics.

It is generally reported that the viscosity of water at 20°C is approximately 1 cP (Korson et al., 1969). Accordingly, the viscosities of the soybean hydrolysate solutions measured in this study were close to that of water, indicating minimal resistance to flow and water-like rheological behavior. Food ingredients exhibiting water-like viscosity are characterized by high fluidity and low perceived thickness, which contribute to improved drinkability and sensory acceptance (Tabilo-Munizaga and Barbosa-Cánovas, 2005). Moreover, such materials are less prone to sedimentation or gelation in liquid systems and allow for easy viscosity adjustment through the addition of thickeners, thereby offering high versatility for application in various liquid and functional food products (Adler-Nissen, 1986; Kristinsson and Rasco, 2000).

3.7. TPC and DPPH radical scavenging activity

TPC increased significantly following enzymatic treatment in all soybean cultivars (Table 7). In Daewon soybean, TPC increased from 83.06 mg GAE/100 g in the untreated sample to 108.34 and 106.75 mg GAE/100 g following enzyme A and enzyme B treatments, respectively, corresponding to an increase of approximately 28-30% (approximately 1.28-1.30-fold), with no significant difference between enzyme treatments. Similarly, Seoritae soybean exhibited increases from 84.54 mg GAE/100 g to 103.22 and 103.10 mg GAE/100 g, representing an increase of approximately 22% (approximately 1.22-fold). In Seomoktae soybean, TPC increased from 111.30 mg GAE/100 g to 122.58 and 124.29 mg GAE/100 g following enzyme A and enzyme B treatments, respectively, corresponding to an increase of approximately 10-12% (approximately 1.10-1.12-fold), again with no significant difference between enzyme treatments.

Table 7. Total polyphenol content and DPPH radical scavenging activity of soybean protein hydrolysates prepared using different enzyme combinations
Cultivar Enzyme treatment1) Total polyphenol content (mg GAE/100 g) DPPH radical scavenging activity (%)
Daewon Untreated 83.06 ± 0.322)b3) 79.04 ± 0.64b
Enzyme A 108.34 ± 2.28a 92.69 ± 2.32a
Enzyme B 106.75 ± 3.77a 91.21 ± 2.81a
Seoritae Untreated 84.54 ± 1.40b 88.89 ± 0.81b
Enzyme A 103.22 ± 0.28a 91.48 ± 0.49a
Enzyme B 103.10 ± 0.98a 89.38 ± 0.60b
Seomoktae Untreated 111.30 ± 1.68b 88.19 ± 0.42b
Enzyme A 122.58 ± 0.85a 88.52 ± 0.85b
Enzyme B 124.29 ± 0.32a 90.99 ± 0.11a

1) Enzyme A consisted of Protamex and Flavourzyme (2:1), and enzyme B consisted of Alcalase and Flavourzyme (1:1).

2) All values are mean ± SD (n = 3).

3) Values with different letters in the same soybean cultivar are significantly different at p < 0.05 by Duncan’s multiple range test.

Download Excel Table

Lee et al. (2010) reported TPC of 3.01 mg/g for soybean and 3.46 mg/g for black soybean extracted with 80% ethanol, which were slightly higher than those observed in the present study. In contrast, Kim et al. (2013) reported a marked increase in TPC from 0.44 mg/g before enzymatic hydrolysis to 55.95 mg/g after hydrolysis, showing a similar increasing trend to that observed in this study. The increase in TPC following enzymatic treatment is likely attributable to the disruption of protein-polyphenol complexes during hydrolysis, which facilitates the release of polyphenolic compounds from peptide-bound forms (Kim et al., 2009). These results indicate that enzymatic treatment effectively enhances polyphenol recovery regardless of soybean cultivar, supporting the utility of enzymatic hydrolysis in developing antioxidant-enriched functional food ingredients.

DPPH radical scavenging activity also increased significantly following enzymatic treatment (Table 7). In Daewon soybean, scavenging activity increased from 79.04% in the untreated sample to 92.69% and 91.21% following enzyme A and enzyme B treatments, respectively, corresponding to an increase of approximately 15-17% (approximately 1.16-1.17-fold). For Seoritae soybean, enzyme A treatment showed the highest scavenging activity (91.48%), representing an increase of approximately 2.9% (1.03-fold) compared with the untreated sample (88.89%), while enzyme B treatment showed a slight increase to 89.38% (approximately 0.6% increase). In Seomoktae soybean, enzyme B treatment resulted in the highest scavenging activity (90.99%), corresponding to an increase of approximately 3.2% (1.03-fold) compared with the untreated sample (88.19%), whereas enzyme A treatment (88.52%) showed no significant improvement over the untreated sample.

Hong et al. (2014) reported DPPH radical scavenging activities of 77.82% for soybean and 69.03% for wild soybean extracts at a concentration of 10 mg/mL, which differed somewhat from the values observed in the present study measured at a concentration of 5%. These discrepancies are likely attributable to differences in soybean cultivars and extraction conditions. In addition, Aguilar et al. (2019) reported that enzymatic hydrolysis significantly enhanced antioxidant activity compared to non-hydrolyzed samples, which is consistent with the present findings.

The observed differences in functional and antioxidant properties among soybean cultivars may be attributed to their intrinsic compositional characteristics. In particular, the relatively higher TPC observed in Seomoktae, a black-seeded soybean cultivar, can be associated with the presence of seed coat pigments such as anthocyanins, which are well known for their strong antioxidant activity (Xu and Chang, 2008).

In addition, variations in storage protein composition, especially the ratio of glycinin to β-conglycinin, may influence functional properties including solubility, emulsifying capacity, and foaming behavior, as these protein fractions differ in structural and interfacial characteristics (Damodaran, 1996). Furthermore, differences in isoflavone content among soybean cultivars may also contribute to the observed variation in antioxidant activity, as isoflavones are recognized as major bioactive compounds with free radical scavenging properties (Messina et al., 2022).

Taken together, the cultivar-dependent differences observed in this study are likely the result of combined effects of phenolic composition, protein structure, and bioactive compound content. Moreover, the enhanced DPPH radical scavenging activity observed following enzymatic treatment is attributed to the combined effects of increased total polyphenol content and the generation of low-molecular-weight peptides with intrinsic antioxidant activity. These results demonstrate that enzymatic hydrolysis is an effective strategy for improving the antioxidant properties of soybean protein-based functional food ingredients. Consequently, soybean protein hydrolysates exhibiting high antioxidant activity show strong potential for application not only in functional beverages and protein foods for older adults but also as antioxidant-enriched ingredients in plant-based alternative protein products.

4. Conclusions

Enzymatic hydrolysis significantly improved the physicochemical and antioxidant properties of protein hydrolysates derived from Korean soybean cultivars. The use of mixed enzyme systems, particularly Alcalase-Flavourzyme, enhanced protein solubility, DH, and NS, while reducing WHC and OHC, foaming and emulsifying properties, apparent turbidity, and viscosity, indicating improved dispersibility and suitability for liquid food applications. Furthermore, the increased total polyphenol content and DPPH radical scavenging activity demonstrate that enzymatic hydrolysis is an effective approach for enhancing the antioxidant potential of soybean proteins. These findings suggest that soybean protein hydrolysates may serve as promising functional ingredients for liquid food systems. Further studies are needed to evaluate their applicability in specialized nutrition products, including elderly-friendly foods and plant-based protein formulations.

Acknowledgements

None.

Conflict of interests

The authors declare no potential conflicts of interest.

Author contributions

Conceptualization: Kim DW, Yoon KY. Methodology: Kim HJ, Lee EJ, Kim DW. Formal analysis: Kim HJ, Lee EJ. Validation: Kim DW. Writing - original draft: Kim HJ. Lee EJ. Writing - review & editing: Yoon KY.

Ethics approval

This article does not require IRB/IACUC approval because there are no human and animal participants.

Funding

None.

ORCID

Hae Jin Kim (First author) https://orcid.org/0009-0009-4032-9816

Eun Ji Lee (First author) https://orcid.org/0009-0004-7195-5485

Do Wan Kim (Corresponding author) https://orcid.org/0009-0000-8987-8490

Kyung Young Yoon (Corresponding author) https://orcid.org/0000-0003-0626-5563

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