Next Article in Journal
Pomegranate Seed Oil and Bitter Melon Extract Affect Fatty Acids Composition and Metabolism in Hepatic Tissue in Rats
Previous Article in Journal
Alleviation of Ulcerative Colitis Potentially through th1/th2 Cytokine Balance by a Mixture of Rg3-enriched Korean Red Ginseng Extract and Persicaria tinctoria
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Response Surface Methodology for Optimization of Process Parameters and Antioxidant Properties of Mulberry (Morus alba L.) Leaves by Extrusion

1
Division of Functional Food & Nutrition, Department of Agrofood Resources, National Institute of Agricultural Sciences, Rural Development Administration, Wanju-gun 55365, Korea
2
Division of Sericulture & Apiculture, Department of Agricultural Biology, National Institute of Agricultural Sciences, Rural Development Administration, Wanju-gun 55365, Korea
3
Planning Team in Korea Program for International Cooperation in Agricultural Technology (KOPIA), Rural Development Administration, Jeonju-si 54875, Korea
*
Author to whom correspondence should be addressed.
Molecules 2020, 25(22), 5231; https://doi.org/10.3390/molecules25225231
Submission received: 17 October 2020 / Revised: 3 November 2020 / Accepted: 6 November 2020 / Published: 10 November 2020

Abstract

:
Mulberry (Morus alba L.) leaves (MLs), originally used to feed silkworms, have recently been recognized as a food ingredient containing health-beneficial, bioactive compounds. In this study, the extrusion process was applied for the enhancement of the amount of extractable flavonoids from MLs. Extrusion conditions were optimized by water solubility index, total phenolic content, and total flavonoid content (TF) using response surface methodology, and antioxidative stress activities were evaluated in macrophage cells. According to the significance of regression coefficients of TF, the optimal extrusion parameters were set as barrel temperature of 114 °C, moisture feed content of 20%, and screw speed of 232 rpm. Under these conditions, the TF of extruded ML reached to 0.91% and improved by 63% compared with raw ML. Fifteen flavonoids were analyzed using ultra-high-performance liquid chromatograph coupled with photodiode array detection and quadrupole time-of-flight mass spectrometry (UPLC-PDA-QTOF/MS), and the extrusion resulted in increases in quercetin-3-gentiobioside, quercetin-3,7-di-O-glucoside, kaempferol-3,7-di-O-glucoside, rutin, isoquercitrin, and moragrol C. Besides, regarding antioxidative activity, extruded ML water extract inhibited the production of H2O2-induced reactive oxygen species and attenuated nuclear morphology alterations in macrophage cells. The findings of this study should be useful in food processing design to improve the extractable functional compounds in MLs.

1. Introduction

Mulberry (Morus alba L.) trees are cultivated mainly in Asian countries, and their leaves are used to feed silkworms [1]. With the recent increase in the production of mulberry fruits, the demand for technologies and mulberry cultivars needed for fruit production has been on the rise [2]. Various varieties of black mulberry trees are being developed for high productivity and large fruit sizes [3]. Recently, mulberry leaves (MLs) have been recognized as edible with medicinal properties owing to their phytochemical content [4]. Phytochemical studies have shown that MLs are a rich source of a variety of constituents, including flavonoids [3,5], polysaccharides [1,6], alkaloids [7], and 1-deoxynojirimycin [8]. Besides, several different flavonol (i.e., quercetin and kaempferol) glycosides have been reported as antioxidant constituents in MLs. These active components contain reactive oxygen species (ROS) scavengers [4,9,10]. Substantial previous evidences indicated that MLs could be a potential functional ingredient for the production of healthy foods [5,6,7].
However, the leaves of black mulberry varieties are generally discarded because they are planted only for fruit, and the leaves are not advisable for use as food even for silkworms [11]. The utilization of MLs has not been considered at the farm-related site, and most ML-related products are in the form of powder or tea [12]. Besides, for the bioactive compounds of plants to be bioaccessible, they have to be released from cell walls and various structural compositions that affect the absorption properties [13]. Because most phenolic compounds are linked by ester bonds, located mainly in cell walls [14], the ester bonds between the phenolic compounds in ML make them resistant to release and extraction [15]. Thus, with consideration to physiologically available bioactive compounds and market expansion, the application of processing technology to MLs to produce various value-added materials is of great research interest [16]. The MLs market needs to become elaborated and diverse as the mulberry fruit market.
Extrusion is a thermomechanical operation in which high pressure and shear forces are used for a short-time, continuous, and stepwise processing [13]. The fiber-rich materials undergo cellulose polymer transformation during extrusion to their physicochemical properties to achieve the degradation of macromolecules [17]. Extrusion of leaves results in the easier release of active compounds from the matrix, due to degradation of the fibrous structure [13]. It consequently changes the functional properties and enhances the bioavailability of nutrients [15,18]. Studies have demonstrated that extrusion can be an alternative processing technique for increasing the yields of effective components, such as saponins, ginsenosides, and flavonoids, as well as improving their biological potential [15,18]. There are some studies on vegetable by-product usage in extrusion [13,15,18]. The majority of previous studies have established the combination of starch ingredients with leaves using extrusion processing for snack or cereal production [19,20,21,22]. There are limited studies in the literature on the enhancement of solubility and extractability of flavonoids from MLs that have been processed by the extrusion technique [4].
Therefore, the objective of the present study was to optimize the effect of different extrusion conditions (i.e., barrel temperature, T; feed moisture content, M; screw speed, S) on the amount of extractable flavonoids from MLs using response surface methodology (RSM), thereby providing a reference for the profile of flavonoids through a qualitative-quantitative approach. In addition, we confirmed the effect of antioxidative properties of an optimal extruded ML water extract using chemical methods and the RAW 264.7 macrophage cell line.

2. Results

2.1. Response Surface Optimization and Verification of Predictive Model

2.1.1. Determining Levels for Independent Variables

To determine the levels of independent variables, such as T (°C) and M (%), dependent variables (i.e., water solubility index, WSI; total phenolic content, TP; total flavonoid content, TF) were analyzed. A factorial design was derived from these results, and the main effects of independent variables and an interaction plot were obtained (Supplementary Figure S1). In the regression analysis, R2 values of WSI, TP, and TF were 93.32%, 90.83%, and 90.68% respectively, and the predicted R2 values were 84.95%, 79.36%, and 79.02%, respectively. WSI, TP, and TF increased as M increased (Supplementary Figure S1a,c,e). Considering the interaction of T and M, high levels of WSI and TF were indicated at T of 120 °C and M of 30% (Supplementary Figure S1b,f), and high levels of TP were indicated at T of 130 °C and M of 30% (Supplementary Figure S1d). Therefore, 110, 120, and 130 °C were chosen for the coded T variable levels at −1, 0, and +1, respectively. In addition, the three design levels of 20%, 30%, and 40% were selected for M.

2.1.2. Statistical Analysis and Model Fitting

The response values for each dependent variable in different experimental combinations are shown in Table 1. Extruded ML showed higher WSI, TP, and TF than raw ML (Run No. 0: non-extruded). Multiple regression analysis was performed, and the response variables based on the results in Table 1 were related by the following second-order polynomial equations.
Table 1. Experimental design using Box-Behnken design and the response values.
Table 1. Experimental design using Box-Behnken design and the response values.
Run No.Independent VariablesDependent Variables
Coded LevelsActual LevelsResponses
X1X2X3TMSWSI (%)TP (%)TF (%)
0------34.54 ± 0.411.04 ± 0.020.65 ± 0.02
10001203025039.26 ± 0.101.22 ± 0.031.00 ± 0.03
2−1−101102025041.88 ± 0.141.37 ± 0.011.09 ± 0.03
31101304025041.18 ± 0.291.31 ± 0.010.94 ± 0.03
40111204030039.20 ± 0.151.23 ± 0.000.91 ± 0.01
5−1011103030040.78 ± 0.391.31 ± 0.000.97 ± 0.02
60−1−11202020042.06 ± 0.311.40 ± 0.021.10 ± 0.02
70001203025040.58 ± 0.211.36 ± 0.021.03 ± 0.02
80001203025040.53 ± 0.301.36 ± 0.011.03 ± 0.01
91−101302025041.55 ± 0.151.39 ± 0.011.04 ± 0.02
100−111202030041.54 ± 0.181.32 ± 0.021.02 ± 0.01
1110−11303020039.12 ± 0.271.30 ± 0.010.91 ± 0.05
12−10−11103020038.97 ± 0.151.29 ± 0.010.93 ± 0.02
131011303030040.93 ± 0.321.20 ± 0.140.98 ± 0.02
14−1101104025039.57 ± 0.101.23 ± 0.010.83 ± 0.02
1501−11204020038.78 ± 0.361.24 ± 0.010.81 ± 0.03
-, raw mulberry leaf powder. X1, T, barrel temperature (°C); X2, M, feed moisture content (%); X3, S, screw speed (rpm). WSI, water solubility index; TP, total phenolic content; TF, total flavonoid content. Means with different superscripts letters in each column are significantly different (p < 0.05).
89.4 − 0.741X1 − 1.106X2 + 0.0879X3 + 0.00256X12 + 0.00697X22 − 0.000158X32 + 0.00487X1X2
−0.31 + 0.0107X1 − 0.0345X2 + 0.01312X3 − 0.000014X32 + 0.000167X1X2 − 0.000062X1X3 + 0.000035X2X3
−2.13 + 0.0615X1 − 0.0796X2 + 0.00558X3 − 0.000304X12 − 0.000016X32 + 0.000401X1X2 + 0.000088X2X3
The results of the statistical tests performed by analysis of variance (ANOVA) are indicated in Table 2. The p-value was used to evaluate the significance of each coefficient, which might indicate the pattern of interactions between the variables. WSI, TP, and TF were significantly dependent on M, which had a negative linear effect. In addition, in the case of TF, the positive cross-product coefficients (T × M, p < 0.05; M × S, p < 0.01) and the negative quadratic term coefficients (T2, p < 0.05; S2, p < 0.05) were significant (p < 0.05), whereas coefficients of the other term were not significant. In particular, the regression model for TF showing a high R2 value (96.18%) indicated good explanatory ability with the fitted model, suggesting that a close correlation was achieved as the R2 value became higher than 0.8 [9]. The value of the adjusted R2 was also highly significant for TF (R2 = 0.9236), and the predicted R2 was 0.7725. Lack of fit was also determined, and it was not significant (p > 0.05). Finally, TF provided evidence useful for predicting the optimal extrusion conditions.

2.1.3. Optimization of Extrusion Conditions

Three-dimensional (3D) surface plots provide a method to visualize the relationships between responses and experimental levels of each variable [8]. Based on the second-order polynomial equations of TF, which can be used to determine optimal levels of the variables, the results are presented in Figure 1. The response surface plot showed that TF decreased with increasing T and M. The response surface plot of M and S for TF showed that TF increased dramatically with decreasing M (Figure 1).
For optimization of TF in extruded ML, according to the significance of the regression coefficients of the quadratic polynomial model, the optimal extrusion conditions obtained by RSM were T of 114.44 °C, M of 20%, and S of 231.31 rpm (Supplementary Figure S2). The value predicted using Minitab software was verified under the optimal extrusion conditions. To facilitate actual production, modified conditions were set as T of 114 °C, M of 20%, and S of 232 rpm. Under these conditions, the mean actual TF% was 0.91 ± 0.04, and the experimental TF% of raw ML was 0.56 ± 0.02. The RSM model, with an adequate extrusion process, improved TF by 62.5%.

2.2. Effect of Extrusion on Flavonoids in ML

Prior studies reported that phenolics are present in extruded food, discovering that extrusion could improve the accessibility of phenolics [23]. In the present study, flavonoid compounds were analyzed using ultra-high-performance liquid chromatograph coupled with photodiode array detection and quadrupole time-of-flight mass spectrometry (UPLC/PDA-QTOF/MS) and identified in raw and extruded ML. The tentative identification and quantification are shown in Figure 2 and Table 3. Kaempferol and quercetin exist naturally as glycosides in MLs, and rutin and isoquercitrin are generally reported as main flavonols [3,10]. As shown in Figure 2, fifteen flavonols were identified from extruded ML, and quercetin-3-O-glucoside (Peak 9, isosquercitrin) was detected at the highest level (Table 3, 497.27 mg/ 100 g dry weight). Compounds with a content of 100 mg or more were in the order of isoquercitrin (Peak 9), quercetin-3-O-rutinoside (Peak 7, rutin), kaempferol-3-O-glucoside (Peak 13, astragalin), quercetin-3-gentiobioside (Peak 1), quercetin-3-O-(6”-O-malonyl)glucoside (Peak 10), and kaempferol-3-O-(6”-O-malonyl)glucoside (Peak 14) (Figure 2 and Table 3).
As a result, TF was significantly higher in extruded ML (1640.71 mg/100 g DW) compared with raw ML (1319.17 mg/100 g DW). In addition, extrusion induced an increase in nine flavonoids compared with raw ML. Among these, quercetin-3-gentiobioside (Peak 1), quercetin-3,7-di-O-glucoside (Peak 3), kaempferol-3,7-di-O-glucoside (Peak 5, morkotin B), rutin (Peak 7), isoquercitrin (Peak 9), and kaempferol-3-O-(6″-O-malonyl)glucoside-7-O-rhanmnoside (Peak 12, moragrol C) were significantly higher in extruded ML compared with raw ML.

2.3. Antioxidant Properties

2.3.1. Radical Scavenging Activities of Extruded ML

In general, a good correlation has been reported between the antioxidant property (i.e., free radical scavenging activity) and the TP in plant samples [27]. The ability of radical scavenging is determined by hydrogen donation (1,1-diphenyl-2-picrylhydrazyl, DPPH) and electron donation as proton radical scavenging (2,2′-azino-bis-(3-ethylbenzthiazoline-6-sulfonic acid) diammonium salt, ABTS) [28]. In this study, the extruded ML had higher TP and TF than the raw ML (Table 4). Extruded ML water extract had a significantly lower the half maximal inhibitory concentration (IC50) value in both DPPH and ABTS•+ scavenging activities than the raw ML, and it showed better inhibitory activity against DPPH than ABTS•+.

2.3.2. Extruded ML Inhibits H2O2-Induced Apoptosis and Generation of ROS

Based on the antioxidant activity of extruded ML, the effects of ROS-mediated oxidative stress activities were studied in RAW 264.7 macrophages. As shown in Supplementary Figure S3, cells treated with each ML water extract at a concentration of up to 500 μg/mL showed no effect on cell viability compared with the non-treatment control group (0 μg/mL). The protective effect against cytotoxicity stimulated by H2O2 was evaluated, and the results showed that ML water extracts significantly restored cell viability in a concentration-dependent manner (Figure 3a). In addition, Hoechst staining was carried out for the assessment of cytoprotection against apoptosis induction and nucleus morphology changes within the nuclear membrane of the cells treated with ML water extract and H2O2 stimulation (Figure 3b). The fluorescent images revealed that the normal cells had intact nuclei but that the H2O2-stimulated cells showed chromatin condensation (see arrows in Figure 3b). However, the morphological changes were attenuated in the cells pretreated with ML water extract before H2O2 stimulation.
Oxidative stress commonly leads to increased intracellular ROS levels, which has a fatal effect on oxygen toxicity and cellular function [29]. In the present study, intracellular ROS levels after ML water extract treatment were measured using the fluorescent probe 2′,7′-dichlorodihydrofluorescein diacetate (DCF-DA) (Figure 4). Pretreatment with each ML water extract decreased H2O2-stimulated ROS levels. In particular, treatment with extruded ML water extract resulted in a significantly lower level of ROS compared with raw ML water extract at a concentration of 500 μg/mL.

3. Discussion

The quality of the extruded product may vary depending on T, M, and S. The compromised optimal condition was determined for the development of extruded ML with improved TF. TF of extruded ML was significantly dependent on M, which had a negative linear effect. TF decreased with increasing T and M. Besides, M and S for TF showed that TF increased with decreasing M. In agreement with these results, previous studies indicated that radish leaves extruded at M of 20% had higher TF than those treated at higher M (25% and 30%) [30]. TP and its antioxidant activity of purple-flesh sweet potato flours extruded at M of 10% were higher than those treated at higher values of M (13% and 16%) [31]. The decrease of polyphenol compounds with an increase of M may be attributed to the fact that a large amount of moist heat is more destructive and has a synergistic affect along with higher T [20]. In addition, high M may promote polymerization of phenolics, resulting in reduced extractability in ML [23,32]. Similarly, higher S produces high shear to get high T during the procedure, so it has a negative effect on phenolic compounds [19]. Nevertheless, a notable prior study reported that appropriate heat processes for ML (i.e., steaming at 100 °C for 30 min, roasting at 200 °C for 5 min, microwave heating for 5 min) are effective for enhancing the level of TP [33]. These results explained that thermal processing might increase the extractable form of flavonoids in extrudates, and it could be attributed to the disruption of plant cell walls that provide better extractability and form soluble low-molecular-weight polyphenol compounds [34,35]. It is important to consider the optimal conditions affecting processing factors and the bioavailability of plant antioxidants for the utilization in food systems [32]. Hence, the optimal extrusion condition determined by a significantly fitted regression model for TF was T of 114 °C, M of 20%, and S of 232 rpm.
The extrusion process can enhance nutritional quality [13]. Under the optimal condition, the mean actual TF% (0.91 ± 0.04) was improved by 63% compared to the raw ML (0.56 ± 0.02). A previous study showed that extruded cranberry pomace was observed to have a significant increase (from 30% to 34%) in TF compared to the unextruded control [36]. Besides, the extrusion process elevated TP in sorghum bran (3.07 mg gallic acid equivalents GAE/g) compared to unextruded bran (2.02 mg GAE/g) [15]. A prior study observed that the processing of raw formulations using extrusion significantly raised the total oxygen radical absorbance capacity [34]. Flavonoids are well known to have multiple bioactivities, including antioxidant activity, and cell-protective effects [4]. Cellular antioxidant activity can be a biological means to quantify the bioactivity of antioxidants in food products because it considers the cellular uptake [34]. Interestingly, in the present study, the optimum extrusion process with MLs led to a significant increase in antioxidant properties, such as DPPH and ABTS radical scavenging following increasing TP and TF. Consistent with these results, inhibition of ROS generation in RAW 264.7 macrophage cells was statistically more effective by extruded ML than the raw ML. Extrusion induced an increase in the levels of quercetin derivatives morkotin B and moragrol C that were recently identified as flavonoids in ML and mulberry fruit [10,26]. In addition, applying the extrusion process to ML increased the levels of quercetin-3-gentiobioside, rutin, and isoquercitrin compared to the raw ML. These compounds were associated with important biological activities, such as antioxidant and anti-inflammatory effects [37]. In particular, a previous report indicated that quercetin-3-gentiobioside exhibited stronger antioxidative activities than α-tocopherol, and similar to that of rutin and butylated hydroxyanisole [24]. Previous studies have been conducted to optimize extraction methods for functional compounds in ML that are generally extracted by solvents [8,38]. However, the current study particularly has shown significant results of antioxidative properties as ML water extract. Higher antioxidant water extracts are more available than solvent extracts for use at a commercial level.
Taken together, the findings of this study suggest that the extrusion process can be an alternative food processing strategy for MLs, and its optimization may improve functional compounds and antioxidant activity, beneficial for health. In addition, the availability of MLs with higher contents of flavonoids as value-added food materials could be a potential base for the manufacturing of food products.

4. Materials and Methods

4.1. Materials

Dried mulberry leaf powder (Daeshim) was obtained from the Sericulture and Apiculture Division of the National Institute of Agriculture Sciences, Rural Development Administration, South Korea, in 2019. The following materials were obtained from Sigma-Aldrich Co. (St. Louis, MO, USA): Folin-Ciocalteu (F-C) reagent, sodium carbonate (Na2CO3), gallic acid, aluminum trichloride (AlCl3), potassium acetate (CH3COOK), quercetin, 1,1-diphenyl-2-picrylhydrazyl (DPPH), potassium persulfate (K2S2O8), 2,2′-azino-bis-(3-ethylbenzthiazoline-6-sulfonic acid) diammonium salt (ABTS), kaempferol, hydrogen peroxide (H2O2), 2′,7′-dichlorodihydrofluorescein diacetate (DCF-DA), and Hoechst 33,342. Acetonitrile (ACN), methanol (MeOH), and purified water were purchased from Fisher Scientific (Fair Lawn, NJ, USA). Dulbecco’s modified Eagle’s medium (DMEM) and penicillin-streptomycin were purchased from HyClone (Logan, UT, USA). Fetal bovine serum (FBS) was obtained from Grand Island Biochemical Co. (Grand Island, NY, USA). EZ-Cytox was supplied by DoGenBio (Seoul, Korea).

4.2. Response Surface Modeling

To determine the levels of the extrusion condition, the effect of extrusion on ML was examined by varying two extrusion factors: T (110, 120, and 130 °C) and M (20% and 30%). S was constant at 250 rpm. The analysis of the main effect and the interaction plot were based on factorial design performed using Minitab statistical software (version 19; Minitab, Ltd., State College, PA, USA). Then, to optimize the extrusion process using RSM, T, M, and S were set as independent variables (i.e., T, 110–130 °C; M, 20–40%; S, 200–300 rpm). The levels were coded using a three-level and three-factor factorial Box-Behnken design, which yielded 15 experimental variations (Table 1). The response variables were fitted with a quadratic polynomial equation:
Yijk = β0 + β1X1i + β2X2j + β3X3k + β11X12i + β22X22j + β33X32k + β12X1iX2j + β13X1iX3k + β23X2jX3k
where Y was the response variable for the level of X1 (T), X2 (M), and X3 (S). Analysis of variance (ANOVA) was performed to evaluate significant differences and check the adjusted and predicted coefficient of determination (R2) values.

4.3. Extrusion Process

The extruder was a laboratory-scale, co-rotating, intermeshing twin-screw extruder (THK31T; Incheon Machinery Co., Incheon, Korea). The circular die diameter was 3.0 mm, and the ratio of screw length to screw diameter was 23:1. The screw configurations of the extruder are given in Supplementary Figure S4 (Supplementary Information). The extrusion was carried out at each designed T, M, and S, as shown in Table 1. The feed rate for all samples was 100 g/min. The final optimal extrusion process was conducted at 114 °C, 20%, and 232 rpm. During extrusion, the desired M was controlled by a water feed pump (Grundfos DDA 30-4; Grundfos GmbH, Pfinztal, Germany) applied directly into the sample feeding zone.

4.4. Sample Collection and Preparation

The extrudates were collected at each condition and held at room temperature (RT) in an area of subdued light. Drying was done in an air oven (OF-22; Jeio Tech Co., Ltd., Daejeon, Korea) at 50 °C for 24 h. The dried extrudates were ground to a powder using a stainless-steel blender (SMX-C4000WK; Hanil Electronics Co., Ltd., Incheon, Korea), sieved (35 mesh, 500 μm), and kept in closed bags at −20 °C until analysis. The moisture content (wt%) of the extrudates was determined (2.0–5.4 wt%). For extraction, 5.0 g of ground extrudate was mixed in 100 mL of distilled water at 100 °C for 2 h, and the filtered water extract of the optimal extrudates was freeze-dried (Bondiro freeze dryer; IlShinBioBase Co., Ltd., Seoul, Korea) for antioxidant activity analysis.

4.5. Water Solubility Index (WSI)

WSI was determined using the method of Anderson [39] with some modifications. Briefly, 5.0 g of ground extrudate was extracted in 100 mL of distilled water at 100 °C for 2 h and then centrifuged at 2500× g for 15 min. Next, 5 mL of the supernatant was transferred into an evaporating dish. The supernatant was dried to constant weight in an oven at 50 °C for 24 h.
%WSI = dried supernatant (g)/supernatant (5 mL) × total supernatant (mL)/sample (g dry
weight) × 100

4.6. Total Phenolic (TP) Content

TP was examined using the F–C method, as reported by Ainsworth and Gillespie [40], with slight modifications. Briefly, 0.1 mL of 5-fold diluted extract was mixed with 0.2 mL of 10% F–C reagent and kept at RT for 5 min. Then, 0.8 mL of 700 mM Na2CO3 was added to each mixture and kept at RT for 30 min. Subsequently, 0.2 mL of the mixture was transferred into a 96-well plate, and the absorbance was determined at 765 nm (Infinite M200 Pro; Tecan, Krems, Austria). A standard curve was used in order to estimate phenolics (gallic acid equivalents, GAE).
%TP = gallic acid (g/mL) × total extract (mL)/sample (g dry weight) × 100

4.7. Total Flavonoid (TF) Content

TF was determined by the AlCl3 method [41]. A volume of 0.1 mL of 5-fold-diluted extract was mixed with 0.005 mL of 10% AlCl3 and 0.005 mL of 1 M CH3COOK in a 96-well plate. The final mixture was adjusted to 0.25 mL with distilled water and kept at RT for 30 min. The absorbance was read at 415 nm (Infinite M200 Pro; Tecan). A standard curve of quercetin was used to measure the TF of samples (quercetin equivalents, QE).
%TF = quercetin (g/mL) × total extract (mL)/sample (g dry weight) × 100

4.8. UPLC-PDA-QTOF/MS Analysis

Freeze-dried sample (0.3 g) was suspended in 30 mL of MeOH:water:formic acid extraction solution (50:45:5, v/v/v) [26]. The extract was purified by solid-phase extraction using a Sep-Pak C18 cartridge (Waters Co., Milford, MA, USA). The analysis was performed on an ultra-high-performance liquid chromatograph coupled with photodiode array detection (350 nm) and quadrupole time-of-flight mass spectrometry (UPLC-PDA-QTOF/MS; Waters Co.). Ultraviolet spectra were taken in the range of 210–400 nm. The chromatographic conditions and equipment were as follows: Kinetex C18 column (XB-C18 100A, 150 × 2.1 mm inner diameter (i.d.), 1.7 μm; Phenomenex, Torrance, CA, USA), pre-column (Acquity UPLC BEH C18, 2.1 mm i.d., 1.7 μm; Waters Co.), injection volume 1 μL, column temperature 30 °C, and running time, 40 min. Flavonoids were separated at a flow rate of 0.3 mL/min with mobile phases of 0.5% formic acid in water (A) and 0.5% formic acid in ACN (B). The following gradient conditions were used: 5% B (initial), 25% B (20 min), 50% B (25 min), 90% B (30–32 min), and 5% B (35–40 min). Mass spectra were recorded in the range of m/z 100–1200 with electrospray ionization in positive ion mode (source temperature, 120 °C; desolvation temperature, 500 °C; desolvation N2 gas flow, 1050 L/h; cone gas, 50 L/h; capillary voltage, 3500 V; sampling cone voltage, 40 V). Data acquisition was performed with MassLynx v4.1 software (Waters Co.). Levels of compounds were determined by standard calibration curves (quercetin, y = 53.211x − 132.62, R2 = 0.9995; kaempferol, y = 25.14x − 51.751, R2 = 0.9993).

4.9. Antioxidant Properties

4.9.1. Radical Scavenging Activity

Radical scavenging activities were evaluated using the DPPH and ABTS•+ assays [28]. Briefly, 0.15 mM DPPH solution was prepared in ethanol, and 0.16 mL of this solution was added to 0.04 mL of extract. The mixture was kept at RT for 30 min in the dark and the absorbance was recorded at 517 nm (Infinite M200 Pro; Tecan). For the production of ABTS•+, 7.4 mM ABTS was reacted with 2.6 mM K2S2O8 and stored in the dark at RT for 12 h. The ABTS•+ solution was diluted to yield an absorbance of 1.2–1.5 at 734 nm. Then, 0.015 mL of extracts were placed in a 96-well plate, 0.285 mL of the ABTS•+ solution was added, and the absorbance was measured at 734 nm after 5 min.
%Radical scavenging = [(absorbance of control − absorbance of sample)/absorbance of
control] × 100
Then, curves between the percentage of scavenging and each extract concentration in mg/mL were plotted, and the half-maximal inhibitory concentration (IC50) value was determined.

4.9.2. Intracellular ROS Production

The level of intracellular ROS was determined using DCF-DA dye [42]. Mouse macrophage cells, RAW 264.7 (TIB-71; American Type Culture Collection, Rockefeller, MD, USA), were maintained in DMEM containing 10% FBS, 100 U/mL penicillin, and 0.1 mg/mL streptomycin, and cells were seeded in a 96-well black plate for measurement of fluorescence intensity or a 24-well plate for microscope observation. The cells were preincubated with extract for 2 h before H2O2 treatment for another 1 h. After that, cells were added to DCF-DA dye (0.01 mM) and incubated for 30 min at 37 °C. Fluorescence intensity was measured using a plate reader (Infinite F200 Pro; Tecan) at an excitation wavelength of 485 nm and emission wavelength of 528 nm, and images were visualized using a fluorescence microscope (DMi8; Leica Microsystems, Wetzlar, Germany).

4.9.3. Apoptosis Assay

To observe the nuclear morphological changes in apoptotic cells, cells were seeded in a 6-well plate [43]. The cells were pretreated with extract for 2 h and cultured in the presence or absence of H2O2 for 24 h. Then, cells were treated with Hoechst 33,342 staining at 1 mg/mL for 30 min and washed twice with PBS. The morphology changes in the nucleus were observed using a fluorescence microscope (DMi8; Leica Microsystems). Cell viability was determined using the EZ-Cytox assay kit [28].

4.10. Statistical Analysis

All of the data in this study were analyzed using SPSS software (version 20.0; IBM Corp., Armonk, NY, USA). Comparisons were made using ANOVA with Duncan’s multiple range tests and independence tests. A p-value < 0.05 was considered to indicate statistical significance.

Supplementary Materials

The following are available online, Figure S1. Main effects and interaction of temperature and feed moisture content on the water solubility index (a and b), total phenolic content (c and d), and total flavonoid content (e and f) of extruded mulberry leaves; Figure S2. Optimization plots by response surface methodology of the interactions between reaction time and enzyme concentration; Figure S3. Effect of extruded mulberry leaves water extract on cell viability in RAW 264.7 cells; Figure S4. Screw configuration for the extrusion process.

Author Contributions

M.K. performed the experiment and drafted the manuscript. D.-G.N. contributed analysis and validation. W.-T.J. collected resources and interpreted the results. J.-S.C. designed the study and assisted in the drafting of the manuscript. A.-J.C. developed methodology, provided insight into the data interpretation, and edited the manuscript. All authors have read and agreed to the published version of the manuscript.

Funding

This study was supported by the 2020 RDA Fellowship Program of the National Institute of Agricultural Sciences, Rural Development Administration, Republic of Korea. This work was carried out with the support of “Cooperative Research Program for Agriculture Science & Technology Development” (Project no. PJ01424301), Rural Development Administration, Republic of Korea.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Zhang, D.Y.; Wan, Y.; Xu, J.Y.; Wu, G.H.; Li, L.; Yao, X.H. Ultrasound extraction of polysaccharides from mulberry leaves and their effect on enhancing antioxidant activity. Carbohydr. Polym. 2016, 137, 473–479. [Google Scholar] [CrossRef] [PubMed]
  2. Kim, I.; Lee, J. Variations in anthocyanin profiles and antioxidant activity of 12 genotypes of mulberry (Morus spp.) fruits and their changes during processing. Antioxidants 2020, 9, 242. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  3. Ju, W.T.; Kwon, O.C.; Kim, Y.S.; Kim, H.B.; Sung, G.B.; Kim, J.G. Flavonoids analysis about mulberry fruit of Korean mulberry cultivar, ‘Daeshim’. Int. J. Indust. Entomol. 2018, 37, 43–48. [Google Scholar] [CrossRef]
  4. Cui, H.; Lu, T.; Wang, M.; Zou, X.; Zhang, Y.; Yang, X.; Dong, Y.; Zhou, H. Flavonoids from Morus alba L. leaves: Optimization of extraction by response surface methodology and comprehensive evaluation of their antioxidant, antimicrobial, and inhibition of alpha-amylase activities through analytical hierarchy process. Molecules 2019, 24, 2398. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Meng, Q.; Qi, X.; Fu, Y.; Chen, Q.; Cheng, P.; Yu, X.; Sun, X.; Wu, J.; Li, W.; Zhang, Q.; et al. Flavonoids extracted from mulberry (Morus alba L.) leaf improve skeletal muscle mitochondrial function by activating AMPK in type 2 diabetes. J. Ethnopharmacol. 2019, 248, 1–13. [Google Scholar] [CrossRef] [PubMed]
  6. Hu, D.; Bao, T.; Lu, Y.; Su, H.; Ke, H.; Chen, W. Polysaccharide from mulberry fruit (Morus alba L.) protects against palmitic-acid-induced hepatocyte lipotoxicity by activating the Nrf2/ARE signaling pathway. J. Agric. Food Chem. 2019. [Google Scholar] [CrossRef]
  7. Ji, T.; Li, J.; Su, S.L.; Zhu, Z.H.; Guo, S.; Qian, D.W.; Duan, J.A. Identification and determination of the polyhydroxylated alkaloids compounds with alpha-glucosidase inhibitor activity in mulberry leaves of different origins. Molecules 2016, 21, 206. [Google Scholar] [CrossRef] [Green Version]
  8. Wang, T.; Li, C.Q.; Zhang, H.; Li, J.W. Response surface optimized extraction of 1-deoxynojirimycin from mulberry leaves (Morus alba L.) and preparative separation with resins. Molecules 2014, 19, 7040–7056. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  9. Ju, W.T.; Kwon, O.C.; Kim, H.B.; Sung, G.B.; Kim, H.W.; Kim, Y.S. Qualitative and quantitative analysis of flavonoids from 12 species of Korean mulberry leaves. J. Food Sci. Technol. 2018, 55, 1789–1796. [Google Scholar] [CrossRef] [Green Version]
  10. Ju, W.T.; Kwon, O.C.; Lee, M.K.; Kim, H.B.; Sung, G.B.; Kim, Y.S. Quali-quantitative analysis of flavonoids for the Suhyang mulberry leaf and fruit. Korean J. Environ. Agric. 2017, 36, 252–258. [Google Scholar] [CrossRef] [Green Version]
  11. Schoch, G. Part 1. Cultivation of mulberry trees-varieties. In Manual of Instructions for Raising Mulberry Trees and Silk Worms; Victoria University of Wellington Library: Wellington, New Zealand, 1886; Volume 84, pp. 1–2. [Google Scholar]
  12. Kim, H.B.; Lim, J.D.; Kim, A.J.; Sung, G.B. Development of powder with increased rutin content from mulberry leaves and application of food materials. J. Adv. Agric. Technol. 2018, 5, 69–72. [Google Scholar] [CrossRef]
  13. Guven, O.; Sensoy, I.; Senyuva, H.; Karakaya, S. Food processing and digestion: The effect of extrusion process on bioactive compounds in extrudates with artichoke leaf powder and resulting in vitro cynarin and cynaroside bioaccessibility. LWT-Food Sci. Technol. 2018, 90, 232–237. [Google Scholar] [CrossRef]
  14. Chiremba, C.; Taylor, J.R.N.; Rooney, L.W.; Beta, T. Phenolic acid content of sorghum and maize cultivars varying in hardness. Food Chem. 2012, 134, 81–88. [Google Scholar] [CrossRef] [Green Version]
  15. Lopez, N.J.S.; Loarca-Piña, G.; Campos-Vega, R.; Martínez, M.G.; Sánchez, E.M.; Esquerra-Brauer, J.M.; Gonzalez-Aguilar, G.A.; Sanchez, M.R. The extrusion process as an alternative for improving the biological potential of sorghum bran: Phenolic compounds and antiradical and anti-inflammatory capacity. Evid. Based Complement. Alternat. Med. 2016, 1–8. [Google Scholar] [CrossRef] [Green Version]
  16. Yoshihashi, T.; Do, H.T.; Tungtrakul, P.; Boonbumrung, S.; Yamaki, K. Simple, selective, and rapid quantification of 1-deoxynojirimycin in mulberry leaf products by high-performance anion-exchange chromatography with pulsed amperometric detection. J. food Sci. 2010, 75, 246–250. [Google Scholar] [CrossRef]
  17. Guo, Y.; Liu, W.; Wu, B.; Wu, P.; Duan, Y.; Yang, Q.; Ma, H. Modification of garlic skin dietary fiber with twin-screw extrusion process and in vivo evaluation of Pb binding. Food Chem. 2018, 268, 550–557. [Google Scholar] [CrossRef] [PubMed]
  18. Leem, K.H.; Lee, S.; Kim, H.K. Extrusion process enhances the anti-inflammatory effect of Acanthopanax senticosus leaves. Food Sci. Biotechnol. 2014, 23, 911–916. [Google Scholar] [CrossRef]
  19. Charunuch, C.; Tangkanakul, P.; Rungchang, S.; Sonted, V. Application of Mulberry (Morus alba L.) for supplementing antioxidant activity in extruded Thai rice snack. Kasetsart. J. Nat. Sci. 2008, 42, 79–87. [Google Scholar] [CrossRef]
  20. Rathod, M.S.; Hathan, B.S. Utilization of mustard leaves (Brassica juncea) powder for the development of cereal based extruded snacks. Int. Scholarly Sci. Res. Innov. 2015, 9, 880–884. [Google Scholar] [CrossRef]
  21. Rweyemamu, L.M.P.; Yusuph, A.; Mrema, G.D. Physical properties of extruded snacks enriched with soybean and moringa leaf powder. Afr. J. Food Sci. Technol. 2015, 6, 28–34. [Google Scholar] [CrossRef]
  22. Jin, T.; Yu, J.H.; Ryu, G.H. Effect of moisture content and temperature on physical properties of instant puffed rice snacks. J. Korean Soc. Food Sci. Nutr. 2012, 41, 846–852. [Google Scholar] [CrossRef]
  23. Xu, E.; Pan, X.; Wu, Z.; Long, J.; Li, J.; Xu, X.; Jin, Z.; Jiao, A. Response surface methodology for evaluation and optimization of process parameter and antioxidant capacity of rice flour modified by enzymatic extrusion. Food Chem. 2016, 212, 146–154. [Google Scholar] [CrossRef]
  24. Su, J.D.; Osawa, T.; Kawakishi, S.; Namiki, M. Antioxidative flavonoids isolated from Osbeckia chinensis L. Agric. Biol. Chem. 1987, 51, 2801–2803. [Google Scholar] [CrossRef]
  25. Schmidt, S.; Zietz, M.; Schreiner, M.; Rhon, S.; Kroh, L.W.; Krumbein, A. Identification of complex, naturally occurring flavonoid glycosides in kale (Brassica oleracea var. sabellica) by high-performance liquid chromatography diode-array detection/electrospray ionization multi-stage mass spectrometry. Rapid Commun. Mass Spec. 2010, 24, 2009–2022. [Google Scholar] [CrossRef]
  26. Kwon, O.C.; Ju, W.T.; Kim, H.B.; Sung, G.B.; Kim, Y.S. UPLC-DAD-QTOF/MS analysis of flavonoids from 12 varieties of Korean mulberry fruit. J. Food Qual. 2019, 2019, 1–8. [Google Scholar] [CrossRef]
  27. Qusti, S.Y.; Abo-khatwa, A.N.; Lahwa, M.A.B. Screening of antioxidant activity and phenolic content of selected food items cited in the Holly Quran. Eur. J. Biol. Sci. 2010, 2, 40–51. [Google Scholar]
  28. Kim, M.; Park, J.E.; Song, S.B.; Cha, Y.S. Effects of black adzuki bean (Vigna angularis) extract on proliferation and differentiation of 3T3-L1 preadipocytes into mature adipocytes. Nutrients 2015, 7, 277–292. [Google Scholar] [CrossRef] [Green Version]
  29. Lee, K.J.; Oh, Y.C.; Cho, W.K.; Ma, J.Y. Antioxidant and anti-inflammatory activity determination of one hundred kinds of pure chemical compounds using offline and online screening HPLC assay. Evid. Based Complement. Alternat. Med. 2015, 2015, 1–13. [Google Scholar] [CrossRef] [Green Version]
  30. Sung, N.Y.; Park, W.Y.; Kim, Y.E.; Cho, E.J.; Song, H.; Jun, H.K.; Park, J.N.; Kim, M.H.; Ryu, G.H.; Byun, E.H. Increase in anti-oxidant components and reduction of off-flavors on radish leaf extracts by extrusion process. J. Korean Soc. Food Sci. Nutr. 2016, 45, 1769–1775. [Google Scholar] [CrossRef]
  31. Soison, B.; Jangchud, K.; Jangchud, A.; Harnsilawat, T.; Piyachomkwan, K.; Charunuch, C.; Prinyawiwatkul, W. Physico-functional and antioxidant properties of purple-flesh sweet potato flours as affected by extrusion and drum-drying treatments. Int. J. Food Sci. Technol. 2014, 49, 2067–2075. [Google Scholar] [CrossRef]
  32. Charunuch, C.; Tangkanakul, P.; Limsangouan, N.; Sonted, V. Effects of extrusion conditions on the physical and functional properties of instant cereal beverage powders admixed with mulberry (Morus alba L.) leaves. Food Sci. Technol. Res. 2008, 14, 421–430. [Google Scholar] [CrossRef] [Green Version]
  33. Lee, W.J.; Choi, S.W. Quantitative changes of polyphenolic compounds in mulberry (Morus alba L.) leaves in relation to varieties, harvest period, and heat processing. Prev. Nutr. Food Sci. 2012, 17, 280–285. [Google Scholar] [CrossRef] [Green Version]
  34. Nayak, B.; Liu, R.H.; Berrios, J.D.J.; Tang, J.; Derito, C. Bioactivity of antioxidants in extruded products prepared from purple potato and dry pea flours. J. Agric. Food Chem. 2011, 59, 8233–8243. [Google Scholar] [CrossRef] [PubMed]
  35. Brennan, C.; Brennan, M.; Derbyshire, E.; Tiwari, B.K. Effects of extrusion on the polyphenols, vitamins and antioxidant activity of foods. Trends Food Sci. Technol. 2011, 22, 570–575. [Google Scholar] [CrossRef]
  36. White, B.L.; Howard, L.R.; Prior, R.L. Polyphenolic composition and antioxidant capacity of extruded cranberry pomace. J. Agric. Food Chem. 2010, 58, 4037–4042. [Google Scholar] [CrossRef]
  37. Katsube, T.; Imawaka, N.; Kawano, Y.; Yamazaki, Y.; Shiwaku, K.; Yamane, Y. Antioxidant flavonol glycosides in mulberry (Morus alba L.) leaves isolated based on LDL antioxidant activity. Food Chem. 2006, 97, 25–31. [Google Scholar] [CrossRef]
  38. Radojkovic, M.; Zekovic, Z.; Jokic, S.; Vidovic, S. Determination of optimal extraction parameters of mulberry leaves using response surface methodology (RSM). Rom. Biotechnol. Lett. 2012, 17, 7295–7308. [Google Scholar]
  39. Anderson, R.A. Water absorption and solubility and amylograph characteristics of roll-cooked small grain products. Cereal Chem. 1982, 59, 265–269. [Google Scholar]
  40. Ainsworth, E.A.; Gillespie, K.M. Estimation of total phenolic content and other oxidation substrates in plant tissues using Folin–Ciocalteu reagent. Nat. Protoc. 2007, 2, 875–877. [Google Scholar] [CrossRef]
  41. Horszwald, A.; Andlauer, W. Characterisation of bioactive compounds in berry juices by traditional photometric and modern microplate methods. J. Berry Res. 2011, 1, 189–199. [Google Scholar] [CrossRef] [Green Version]
  42. Choi, Y.H. Schisandrin A prevents oxidative stress-induced DNA damage and apoptosis by attenuating ROS generation in C2C12 cells. Biomed. Pharmacother. 2018, 106, 902–909. [Google Scholar] [CrossRef] [PubMed]
  43. Huang, F.; Liu, Q.; Xie, S.; Xu, J.; Huang, B.; Wu, Y.; Xia, D. Cypermethrin induces macrophages death through cell cycle arrest and oxidative stress-mediated JNK/ERK signaling regulated apoptosis. Int. J. Mol. Sci. 2016, 17, 885. [Google Scholar] [CrossRef] [Green Version]
Figure 1. Response surface plots showing (a) the effects of temperature and moisture content, (b) the effects of screw speed and moisture content, and (c) the effects of screw speed and temperature on total flavonoid content. Temp, barrel temperature (°C); Moisture, feed moisture content (%); Speed, screw speed (rpm). TF, total flavonoid content (%).
Figure 1. Response surface plots showing (a) the effects of temperature and moisture content, (b) the effects of screw speed and moisture content, and (c) the effects of screw speed and temperature on total flavonoid content. Temp, barrel temperature (°C); Moisture, feed moisture content (%); Speed, screw speed (rpm). TF, total flavonoid content (%).
Molecules 25 05231 g001aMolecules 25 05231 g001b
Figure 2. Liquid chromatograms of flavonoids in (a) raw mulberry leaves and (b) the optimal extruded mulberry leaves (114 °C, 20%, 232 rpm). (cf) Mass spectrum of major flavonoids. (c) Quercetin 3-gentiobioside, (d) Quercetin 3-O-rutinoside, (e) Quercetin 3-O-glucoside, and (f) Kaempferol 3-O-glucoside. The names of the flavonoids are listed in Table 3.
Figure 2. Liquid chromatograms of flavonoids in (a) raw mulberry leaves and (b) the optimal extruded mulberry leaves (114 °C, 20%, 232 rpm). (cf) Mass spectrum of major flavonoids. (c) Quercetin 3-gentiobioside, (d) Quercetin 3-O-rutinoside, (e) Quercetin 3-O-glucoside, and (f) Kaempferol 3-O-glucoside. The names of the flavonoids are listed in Table 3.
Molecules 25 05231 g002
Figure 3. Protective effect of extruded mulberry leaves water extract against H2O2-induced oxidative damage in RAW 264.7 cells. (a) Cells were pretreated with or without extract for 2 h and then cultured with H2O2 for 24 h. (b) The cells were stained with Hoechst 33,342 solution and nuclei were observed using a fluorescence microscope (magnification, 400×; scale bar, 50 μm). ML, mulberry leaves; R, raw ML water extract; E, extruded ML water extract. Data are expressed as the means ± SD. Different uppercase letters for (R) or lowercase letters for (E) represent significant differences between groups according to analysis of variance (ANOVA) followed by Duncan’s multiple range test (p < 0.05).
Figure 3. Protective effect of extruded mulberry leaves water extract against H2O2-induced oxidative damage in RAW 264.7 cells. (a) Cells were pretreated with or without extract for 2 h and then cultured with H2O2 for 24 h. (b) The cells were stained with Hoechst 33,342 solution and nuclei were observed using a fluorescence microscope (magnification, 400×; scale bar, 50 μm). ML, mulberry leaves; R, raw ML water extract; E, extruded ML water extract. Data are expressed as the means ± SD. Different uppercase letters for (R) or lowercase letters for (E) represent significant differences between groups according to analysis of variance (ANOVA) followed by Duncan’s multiple range test (p < 0.05).
Molecules 25 05231 g003
Figure 4. Inhibition of H2O2-induced reactive oxygen species (ROS) generation by extruded mulberry leaves’ water extract in RAW 264.7 cells. (a) The degree of ROS production as measured by dichlorofluorescein fluorescence and (b) images obtained by fluorescence microscopy (magnification, 200×; scale bar, 100 μm). ML, mulberry leaves; R, raw ML water extract; E, extruded ML water extract. Data are expressed as the means ± SD. Different uppercase letters for (R) or lowercase letters for (E) represent significant differences between groups according to ANOVA followed by Duncan’s multiple range test (p < 0.05). H2O2-stimulated group without sample treatment compared with unstimulated control group by independent t-test (‡‡‡ p < 0.001). R group compared with E group by independent t-test (* p < 0.05).
Figure 4. Inhibition of H2O2-induced reactive oxygen species (ROS) generation by extruded mulberry leaves’ water extract in RAW 264.7 cells. (a) The degree of ROS production as measured by dichlorofluorescein fluorescence and (b) images obtained by fluorescence microscopy (magnification, 200×; scale bar, 100 μm). ML, mulberry leaves; R, raw ML water extract; E, extruded ML water extract. Data are expressed as the means ± SD. Different uppercase letters for (R) or lowercase letters for (E) represent significant differences between groups according to ANOVA followed by Duncan’s multiple range test (p < 0.05). H2O2-stimulated group without sample treatment compared with unstimulated control group by independent t-test (‡‡‡ p < 0.001). R group compared with E group by independent t-test (* p < 0.05).
Molecules 25 05231 g004
Table 2. Regression summaries for independent variables.
Table 2. Regression summaries for independent variables.
ParametersRegression Parameter Coefficients
WSI (%)TP (%)TF (%)
T (X1)0.1950.00090.0067
M (X2)−1.038 **−0.0590 *−0.0941 ***
S (X3)0.439−0.02150.0168
T × M (X1X2)0.4870.01670.0401 *
T × S (X1X3).−0.0312.
M × S (X2X3).0.01730.0441 **
T × T (X12)0.256.−0.0304 *
M × M (X22)0.697..
S × S (X32)−0.396−0.0355−0.0395 *
F-value (model)3.382.0825.19 ***
Lack of fitNSNSNS
R20.7720.6760.962
Adjusted R20.5440.3510.924
Predicted R2000.773
T, barrel temperature (°C); M, feed moisture content (%); S, screw speed (rpm). WSI, water solubility index; TP, total phenolic content; TF, total flavonoid content. Asterisks indicate significant difference (* p < 0.05; ** p < 0.01; *** p < 0.001). NS, not significant.
Table 3. Contents of flavonoids (mg 100 g/dry weight) isolated from optimal extruded mulberry leaves extract.
Table 3. Contents of flavonoids (mg 100 g/dry weight) isolated from optimal extruded mulberry leaves extract.
Peak No.CompoundMWFragment Ions (m/z)RawExtrusionReference
1Quercetin 3-gentiobioside627649, 627, 465, 30395.94 ± 8.05152.75 ± 4.99 ***[24,25]
2Quercetin 3-O-rutinoside-7-O-glucoside (morkotin A)772795, 773, 627, 611, 465, 30315.79 ± 1.19 ***2.81 ± 0.05[3,9,26]
3Quercetin 3,7-di-O-glucoside626649, 627, 465, 30344.84 ± 2.8457.06 ± 5.17 *[3,9,26]
4Kaempferol 3-O-rutinoside-7-O-glucoside (moragrol A)756779, 757, 611, 595, 449, 2873.84 ± 0.34 **2.48 ± 0.11[9]
5Quercetin 3-O-rutinoside-7-O-rhamnoside (morkotin B)756779, 757, 611, 465, 449, 3039.96 ± 1.3219.71 ± 0.67 ***[9]
6Kaempferol 3-O-rutinoside-7-O-rhamnoside (moragrol B)740763, 741, 595, 449, 433, 28722.13 ± 1.0522.71 ± 0.90[9]
7Quercetin 3-O-rutinoside (rutin)610633, 611, 465, 449, 303196.79 ± 24.06267.32 ± 12.39 *[3,9,26]
8Kaempferol 3-O-rhamnoside-7-O-glucoside594617, 595, 449, 433, 28721.56 ± 2.1219.75 ± 0.68[9]
9Quercetin 3-O-glucoside (isoquercitrin)464487, 465, 303368.65 ± 48.46497.27 ± 20.32 *[3,9,26]
10Quercetin 3-O-(6″-O-malonyl)glucoside550573, 551, 465, 303137.93 ± 20.95147.39 ± 17.40[3,9,26]
11Kaempferol 3-O-rutinoside (nicotiflorin)594617, 594, 447, 28753.46 ± 4.8258.89 ± 2.70[3,9,26]
12Kaempferol 3-O-(6’’-O-malonyl)glucoside-7-O-rhamnoside (moragrol C)680703, 681, 535, 433, 2879.27 ± 1.0717.78 ± 0.79 ***[9]
13Kaempferol 3-O-glucoside (astragalin)448471, 449, 287225.64 ± 23.23266.02 ± 10.79[3,9,26]
14Kaempferol 3-O-(6″-O-malonyl)glucoside534557, 535, 449, 287105.81 ± 9.71102.07 ± 11.77[3,9,26]
15Kaempferol 3-O-(2″-O-malonyl)glucoside (moragrol D)534557, 535, 449, 2877.55 ± 0.656.70 ± 00.71[9]
Quercetin-based flavonoid 859.95 ± 102.591124.60 ± 54.57 *
Kaempferol-based flavonoid 459.23 ± 43.28516.11 ± 26.94
Total flavonoid 1319.17 ± 145.871640.71 ± 81.25 *
All samples were analyzed in positive ion mode (m/z, [M + H]+) using ultra-high-performance liquid chromatograph coupled with photodiode array detection and quadrupole time-of-flight mass spectrometry. Each value is expressed as the mean ± standard deviation (SD). Raw group compared with extrusion group by independent t-test (* p < 0.05, ** p < 0.01, *** p < 0.001). MW, molecular weight.
Table 4. Total phenolic content, total flavonoid content, and radical scavenging IC50 values of freeze-dried water extract from optimal extruded mulberry leaves.
Table 4. Total phenolic content, total flavonoid content, and radical scavenging IC50 values of freeze-dried water extract from optimal extruded mulberry leaves.
TP
(mg GAE/g FDW)
TF
(mg QE/g FDW)
DPPH
IC50 (mg/mL)
ABTS•+
IC50 (mg/mL)
Raw38.94 ± 2.0637.87 ± 0.597.09 ± 0.915.85 ± 0.03
Extrusion51.43 ± 1.11 *43.75 ± 0.78 *2.95 ± 0.66 *4.47 ± 0.20 *
TP, total phenol content; TF, total flavonoid content, GAE, gallic acid equivalents; QE, quercetin equivalents; FDW, freeze-dried weight; DPPH, 1,1-diphenyl-2-picrylhydrazyl; ABTS•+, 2,2′-azino-bis-(3-ethylbenzthiazoline-6-sulfonic acid) diammonium salt; IC50, the half maximal inhibitory concentration. Each value is expressed as the mean ± SD. Raw group compared with extrusion group by independent t-test (* p < 0.05).
Sample Availability: Samples of the compounds are not available from the authors.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Kim, M.; Nam, D.-G.; Ju, W.-T.; Choe, J.-S.; Choi, A.-J. Response Surface Methodology for Optimization of Process Parameters and Antioxidant Properties of Mulberry (Morus alba L.) Leaves by Extrusion. Molecules 2020, 25, 5231. https://doi.org/10.3390/molecules25225231

AMA Style

Kim M, Nam D-G, Ju W-T, Choe J-S, Choi A-J. Response Surface Methodology for Optimization of Process Parameters and Antioxidant Properties of Mulberry (Morus alba L.) Leaves by Extrusion. Molecules. 2020; 25(22):5231. https://doi.org/10.3390/molecules25225231

Chicago/Turabian Style

Kim, Mina, Dong-Geon Nam, Wan-Taek Ju, Jeong-Sook Choe, and Ae-Jin Choi. 2020. "Response Surface Methodology for Optimization of Process Parameters and Antioxidant Properties of Mulberry (Morus alba L.) Leaves by Extrusion" Molecules 25, no. 22: 5231. https://doi.org/10.3390/molecules25225231

Article Metrics

Back to TopTop