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Article

The Influence of Water Extraction Parameters in Subcritical Conditions and the Shape of the Reactor on the Quality of Extracts Obtained from Norway Maple (Acer platanoides L.)

1
Department of Technology Fundamentals, University of Life Sciences, Głęboka 28, 20-612 Lublin, Poland
2
Łukasiewicz Research Network—New Chemical Syntheses Institute, Al. Tysiąclecia Państwa Polskiego 13a, 24-110 Puławy, Poland
*
Author to whom correspondence should be addressed.
Processes 2023, 11(12), 3395; https://doi.org/10.3390/pr11123395
Submission received: 13 November 2023 / Revised: 4 December 2023 / Accepted: 6 December 2023 / Published: 9 December 2023
(This article belongs to the Special Issue Current Trends in Food and Food Byproducts Processing)

Abstract

:
The Box–Behnken experimental design was used to investigate the effect of subcritical water extraction parameters such as temperature, process duration, and extractor shape on the extract composition and antioxidant activity of Norway maple (Acer platanoides L.) bark extracts. Spectrophotometric (UV-Vis) techniques were employed to evaluate the total polyphenols (TPC) and flavonoids (TFC). The DPPH radical scavenging method was used to evaluate the antioxidant activity of the extracts. The yield of the process was evaluated through the utilization of response surface methodology (RSM). The total polyphenol and flavonoid contents, together with antioxidant activity, are highly dependent on water temperature. The influence of changes in the process duration and the shape of the pressure cell was not observed. A temperature increase from 110 °C to 170 °C caused a 8.9-fold increase in the polyphenol content, 7.2-fold increase in the flavonoid content, and 12.6-fold increase in the antioxidant activity. The highest values for polyphenols, flavonoids, and antioxidant activity occurred at a temperature of 170 °C, which is the upper limit of the temperature variability range for these studies. This study demonstrates the importance of the appropriate selection of extraction parameters in order to obtain the desired chemical composition of the extract.

1. Introduction

The bark of trees is a plant material, processed mainly into thermal energy and chemical by-products; it is also a source of valuable biologically active substances. Polyphenols are metabolites that exist in plants [1,2]. They are part of biologically active substances, and various enzymes affecting metabolic reactions influence their production [3]. The biochemical and morphological regulatory patterns of plants are integrated within the metabolism of these compounds [4]. Defence mechanisms in the plants are driven by phenolic compounds [5,6]. Polyphenols are recognized as important food ingredients, with health-promoting benefits [7]. Maple sap is consumed as a tonic with health-beneficial properties [8]. The antioxidant activity of sugar maple leaves is correlated with polyphenols and with harvesting time; minimum phenolic (105.67 mg GAE/g dry mass) (GAE—gallic acid equivalent) and flavonoid content (3.27 ± 0.26 mg CTE/g dry mass) (CTE—catechin equivalent) were obtained by extraction from fall leaves [9]. The content of antioxidant components in extracts obtained using microwave-assisted extraction for sugar maple ranged as follows: total phenols: 35.77 to 136.55 mgGAE/g DM (DM—dry mass); total flavonoids: 10.51 to 47.33 mg CTE/g DM; condensed tannins: 5.33 to 127.33 mg CTE/g DM; and extractable tannins: 32.21 to 110.35 mg GAE/g DM [10]. Phenolics are metabolites produced by plants, and concentrations of phenolic compounds can vary for different parts of the plant [11]. When examining harvestable plant tissues and organs, it was found that the polyphenol content in plants varied for different elements [12]. The concentration of biologically active substances for red maple was found to be in the following ascending order: stem bark, the bark of branches, and twigs [7]. The content of polyphenols in walnut was found to be in the following order: main root, buds, leaves, and bark [13]. Sugar maple bark extracts obtained using acetone as a solvent contained mainly p-hydroxy benzoic acid (8950.5 µg/g extract), gallic acid (5261 µg/g extract), and salicylic acid (572.38 µg/g extract). The high polyphenol content (292.67 mg GAE/g dry mass) was correlated with high antioxidant activity (IC50 values of 1.77 and 4.14 μg/mL) [14]. In traditional medicine, the bark of maple has been used in the treatment of ailments like eye diseases and back pain and as a diuretic [15,16]. The extracts obtained from the bark of maple contain phenolic compounds like gallic acid derivatives and flavonoids such as quercetin glycosides, rutin, and kaempferol [7,17,18]. Extracts obtained from 250 g of sugar and red maple bark with a moisture content of 5.6% and 9.5%, ground to particle sizes from 250 to 500 μm, separately extracted using 2.5 L of water as a solvent, for 1 h duration and under conditions of 90 °C achieved the following: total polyphenol content: 19.04 and 40.12 g GAE/100 g DE; total flavonoid content: 1.46 and 1.58 g QE/100 g DE; antioxidant activity (ABTS assay): 45.20 and 128.71 mmol TE/100 g DE (TE—Trolox equivalent) [19].
Water extraction under subcritical conditions is considered an environmentally friendly separation technique for bioactive compounds from plant materials. It should also be noted that these techniques can be scaled to industrial size [20,21,22]. The unique properties of water under subcritical conditions include high dielectric constant, high boiling point, and high polarity [23]. The electric permittivity of the water falls as the temperature rises, but the diffusivity rises and the viscosity and surface tension both decrease. In consequence, materials that are highly polar and easily soluble in water within normal conditions can be separated more effectively in low temperatures than low-polar molecules, which need a low polar medium, present in higher temperatures [1,24,25]. A rise in water temperature enhances the diffusion rate and the kinetics of desorption and leads to an increase in compound dissociation. The quality of contact between plant material and solvent can be highly improved by viscosity and surface tension reduction at higher process temperatures. Taking into account the above-mentioned changes in water properties associated with temperature increase, the process rate and efficiency can be improved by increasing the temperature of the process.
Studies on the subcritical extraction method show that the extracts produced using this method have better antioxidant capacities. They also highlight a strong correlation between process temperature and antioxidant activity [25,26,27,28,29,30].
Knowing the impact of process variables such as temperature, reactor design, and process time on the quality of extracts is crucial for designing optimal extraction devices, allowing reduced production costs and increased process efficiency.
The literature describes the bioactivity of individual parts for sugar and red maple, such as the main root, buds, leaves, bark, and petioles, but does not contain information on Norway maple, especially in terms of the impact of extraction cell construction and process parameters on the process efficiency.

2. Materials and Methods

2.1. Raw Material

Norway maple (Acer platanoides L.) branch bark was harvested for research in the Polish State Forests under supervision of the employees of the Puławy Forest District (location 51°26′02.2″ N, 22°00′09.0″ E). Material for the extraction process was obtained from branches of trees (15 years old). Maple bark was dried by natural convection at an ambient temperature of 20 °C. Then, the bark was ground using a RETSCH SM100 cutting mill with blade speed of 9.4 m/s. A fraction with a size from 0.9 to 1.4 mm was separated using a MULTISERV LPzE-2e laboratory shaker under the following conditions: separation time of 30 min, frequency of 50 Hz, and vibration amplitude of 2.5 mm. The selected material was further dried to moisture content of 8.09%. The raw material before fragmentation is presented in Figure 1.

2.2. Reagents

The spectrophotometric assays were conducted using the following chemical reagents: Folin–Ciocalteu reagent (AKTYN, Suchy Las, Poland), sodium carbonate (≥99%, Stanlab, Lublin, Poland), gallic acid (≥98%, Sigma Aldrich, Merck, Germany), 6-hydroxy-2,5,7,8-tetramethyl-chromane-2-carboxylic acid (Trolox, >98%, Sigma Aldrich, Merck, Germany), methanol (≥99%, Stanlab, Poland), catechin (≥99.05%, Sigma Aldrich, Merck, Germany), aluminum chloride (>98%, Sigma Aldrich, Merck, Germany), 2,2-diphentyl-1-picrylhydrazyl (DPPH, Sigma Aldrich, Merck, Germany).

2.3. Methods

2.3.1. Design of Experiment

The research was carried out on the basis of an experiment plan generated using the Box–Behnken method in Design-Expert v13. A three-level, three-factor experimental plan was utilized to identify optimal process parameters for Acer platanoides L. The three factor levels were characterized as minimum, mean, and maximum examined values of the process parameter. Water temperature (Factor 1), reactor diameter (Factor 2), and process time (Factor 3) served as independent variables, while total polyphenol content (TPC), total flavonoid content (TFC), and antioxidant activity were assumed as dependent variables.
The experiment comprised 17 different combinations, incorporating five center points to assess the pure error. The actual process parameter values for each variable set according to the experiment design are presented in Table 1.
The values obtained in this study were evaluated using analysis of variance ANOVA. The F-test was used to determine the statistical significance of the regression coefficients, with a p-value of less than 0.05 being deemed significant. The model was validated by comparison of the experimental and predicted values.

2.3.2. Preparation of Water Extracts

A Dionex ASE350 automatic extraction device (accelerated solvent extractor) was used to obtain subcritical water extracts. The extraction system was equipped with pressure cells with a volume of 100 mL (diameter 28.8 mm), 45 mL (diameter 19.4 mm), and 12 mL (diameter 10 mm). Fiberglass filters were used in the pressure cells to protect the system. The mass of the raw material for the extraction process was selected to ensure a constant ratio of the raw material weight to the volume of the pressure cell and was as follows: 16.59 g for 100 mL, 7.53 g for 4 5 mL, and 2.00 g for 12 mL. Analytical purity water with a conductivity of 0.09 μS/cm was filled into the pressure cell for the extraction process. Then, a pressure cell filled with water and raw material was heated to temperature according to the experimental plan (DoE—Design of Experiment) and left for the process duration according to the DoE. Then, the extract was dried by water evaporation at a temperature of 40 °C under vacuum conditions. The obtained extracts were stored in the laboratory fridge at a temperature of 2 °C for further analysis.

2.3.3. Results of Chemical Analyses–Total Polyphenol Content

Gallic acid was used as the reference standard for spectrophotometry to determine the total polyphenol content. TPC was determined using the procedure outlined by Sahin et al. [26]. Polyphenol content is presented in units mg(GAE)/100 g DM (dry mass) of raw material. The total polyphenol content was calculated using the following calibration curve.
TPC = 0.1075A + 0.0332 (R2 = 0.9982)
where TPC—total polyphenol content (10−6 g(GAE)/mL), A—absorbance (dim).

2.3.4. Results of Chemical Analyses—Total Flavonoid Content

Catechin was used as the reference standard for spectrophotometry to determine the total flavonoid content. The method outlined by Aryal et al. [31] with a few adjustments [32] was used to measure TFC. The extract sample (1.0 mL) was blended with 1 mL of a methanol-based 2% AlCl3∙6H2O solution. Distilled water was added to the mixture to reach 10 mL. The mixture was incubated at room temperature in the dark for 10 min, and the absorbance was measured at 510 nm. The obtained results are presented in units mg (CTE)/100 g DM (dry mass) of raw material. The total flavonoid content was calculated using the following calibration curve.
TFC = 0.0334A − 0.0093 (R2 = 0.9995)
where TFC—total flavonoid content (10−6 g(CTE)/mL), A—absorbance (dim).

2.3.5. Results of Chemical Analyses—Antioxidant Activity

The method outlined by Blois [33] with a few adjustments [32] was used to measure antioxidant activity with the DPPH assay application. A 5.8 mL aliquot of freshly prepared 6·10−5 M DPPH radical in methanol was blended with 0.2 mL of extract. Using methanol as a blank, the spectrophotometric absorbance was measured at 516 nm following a 30-min incubation period at room temperature. The measurement of each sample was replicated three times. The obtained results are presented as a Trolox equivalent: 10−6 MTE/1 g (dry mass) [32]. The DPPH method was utilized to determine antioxidant activity and the resulting calibration curve was obtained.
ACDPPH = 10.279A − 3.0626 (R2 = 0.9993)
where ACDPPH—antioxidant activity (10−6 MTE/mL), A—absorbance (dim).

3. Results and Discussion

3.1. The Efficiency of the Extraction Process

The efficiency of the extraction process on the bark of Norway maple (Acer platanoides L.) was evaluated by comparing the mass of the dry extract to the dry raw material mass. The obtained results varied between 2.02 and 13.53%, depending on the specific experimental settings. The results for each set of Design of Experiments (DoE) are included in Table 2. Table 3 includes the results of analyses of total polyphenol and flavonoid contents, together with antioxidant activities.
The lowest extraction yield (2.02%) was achieved for data set number 4, for which the process temperature was 110 °C, which was the lowest value of the temperature variability range. The highest extraction yield (13.53%) was achieved for data set number 14, for which the process temperature was 170 °C, which was the highest value of the temperature variability range. The same relationship was observed in the case of the content of polyphenols and flavonoids as well as antioxidant activity.

3.2. Total Polyphenol Content (TPC)

Depending on the experimental conditions, polyphenol content in the extracts obtained from the bark of Norway maple (Acer platanoides L.) ranged from 106 to 943 mg (GAE)/100 g (DM). Figure 2 shows the dependence of polyphenol content in relation to process temperature.
The blue dashed lines in Figure 2, Figure 3 and Figure 4 indicate 95% confidence intervals of the mean response. The black squares at the ends of the charts indicate the limits of the design space. The red filled circles represent the design (central) points that were used to verify the mathematical model.
Based on the analytical results of the polyphenol content, a multivariable analysis of variance was conducted, and the results indicate that the total polyphenols were dependent only on the process temperature. The linear model represents the relation between process temperature and polyphenol content. An increase in the temperature of the process causes an increase in the content of polyphenols in the extract throughout the entire range of the tested parameter. The influence of the reactor shape and process time changes was not observed. Table 4 presents details of ANOVA analysis.
Figure 2. Total polyphenols in relation to extraction temperature.
Figure 2. Total polyphenols in relation to extraction temperature.
Processes 11 03395 g002
The model is significant, as indicated by the F-value of 174.92. The likelihood of noise producing an F-value this high is merely 0.01%. p-values below 0.05 imply that the model terms are significant. The letter A is a significant model term in this particular case. Considering the pure error, the lack of fit appears not to be significant, as indicated by the 5.23 lack-of-fit F-value. There is a reasonable agreement between the adjusted R2 (0.9255) and the predicted R2 (0.9046). Adeq. precision, defined as signal-to-noise ratio, with a value of 30.2539, demonstrates an appropriate signal. The resulting model is statistically relevant and may be employed to navigate the investigated space.
The total polyphenol content can be calculated using Equation (4).
TPC = 9.15504 T − 854.75194
where TPC—total polyphenol content (mg(GAE)/100 g (dry mass)); T—temperature (°C).
Studies on the amount of polyphenols in subcritical water extracts of the bark of Norway maple (Acer platanoides L.) are not currently available. The available information for sugar maple indicates that polyphenol content in leaves varies with harvesting time. A minimum phenolic amount of 105.67 ± 13.16 mg GAE/g dry mass (DM) was obtained by extraction from fall leaves [9]. Other studies indicated that polyphenol content in sugar maple ranged from 35.77 to 136.55 mg GAE/g DM in extracts obtained using microwave-assisted extraction [10] and 292.67 mg GAE/g DM applying acetone as a solvent [14]. The research conducted indicates that polyphenol content extracted from the branch bark of Norway maple ranged from 106 to 943 mg (GAE)/100 g (DM). Variations in the amount of polyphenols present can be attributed to various factors, including but not limited to distinct extraction techniques, process variables, solvent type, duration of material collection for study, and pre-treatment techniques for raw materials [34]. Changes in the environment, including soil type, climate, and geographic location, affect the chemical structure of phytonutrients [35]. It should be noted that the goal of this study was not to determine the maximum yield for polyphenol extraction, but rather to look into how reactor shape, temperature, and process duration affected the total amount of polyphenols, flavonoids, and antioxidant activity of the extracts that were obtained. A rise in temperature from 110 °C to 170 °C caused a 8.9-fold increase in the amount of polyphenols extracted. The influence of changes in the process duration and the shape of the pressure cell was not observed.

3.3. Total Flavonoid Content (TFC)

Depending on the experimental conditions, the total flavonoid content extracted from the branch bark of Norway maple (Acer platanoides L.) ranged from 26 to 188 mg (CTE)/100 g (DM). Figure 3 shows the content of flavonoids in relation to extraction temperature.
Figure 3. Total flavonoids in relation to extraction temperature.
Figure 3. Total flavonoids in relation to extraction temperature.
Processes 11 03395 g003
Based on the analytical results of the flavonoid content, a multivariable analysis of variance was conducted, and the results indicate that the total flavonoids were dependent only on the process temperature. The linear model represents the relation between process temperature and flavonoid content. An increase in the temperature of the process causes an increase in the content of flavonoids in the extract throughout the entire range of the tested parameter. The influence of the reactor shape and process time changes was not observed. Table 5 presents details of the ANOVA analysis.
The model is significant, as indicated by the F-value of 267.82. The likelihood of noise producing an F-value this high is merely 0.01%. p-values below 0.05 imply that the model terms are significant. The letter A is a significant model term in this particular case. Considering the pure error, the lack of fit appears not to be significant, as indicated by the 5.91 lack-of-fit F-value. There is a reasonable agreement between the adjusted R2 (0.9501) and the predicted R2 (0.9361). Adeq. precision, defined as signal-to-noise ratio, with a value of 34.041, demonstrates an appropriate signal. The resulting model is statistically relevant and may be employed to navigate the investigated space.
The total flavonoid content can be calculated using Equation (5).
TFC = 2.20705 T − 201.50641
where TFC—total flavonoid content (mg(CTE)/100 g (dry mass)); T—temperature (°C).
Studies on the amount of flavonoids in subcritical water extracts of the bark of Norway maple (Acer platanoides L.) are not currently available. The available information for sugar maple indicates that flavonoid content in leaves varies with harvesting time; a minimum amount of flavonoids of 3.27 ± 0.26 mg CTE/g (DM) was obtained by extraction from fall leaves [9]. Other studies indicated that flavonoid content in sugar maple ranged from 10.51 to 47.33 mg CTE/g DM in extracts obtained using microwave-assisted extraction [10]. The research conducted indicates that flavonoid content extracted from the branch bark of Norway maple ranged from 26 to 188 mg (CTE)/100 g (DM). Variations in the amount of flavonoids present can be attributed to various factors, including but not limited to distinct extraction techniques, process variables, solvent type, duration of material collection for study, and pre-treatment techniques for raw materials [34]. Changes in the environment, including soil type, climate, and geographic location, affect the chemical structure of phytonutrients [35]. It should be noted that the goal of this study was not to determine the maximum yield for flavonoid extraction but rather to look into how reactor shape, temperature, and process duration affected the total amount of polyphenols, flavonoids, and antioxidant activity of the extracts that were obtained. A rise in temperature from 110 °C to 170 °C caused a 7.2-fold increase in the amount of flavonoids extracted, similarly to polyphenols. The influence of changes in the process duration and the shape of the pressure cell was not observed.

3.4. Antioxidant Activity

Depending on the experimental conditions, the antioxidant activity of the branch bark extracts obtained from Norway maple (Acer platanoides L.) ranged between 1.29 and 16.24 10−6 MTE/1 g (DM). Figure 4 shows the antioxidant activity in relation to process temperature.
Figure 4. Antioxidant activity in relation to extraction temperature.
Figure 4. Antioxidant activity in relation to extraction temperature.
Processes 11 03395 g004
Based on the analytical results of the antioxidant activity, a multivariable analysis of variance was conducted, and the results indicate that antioxidant activity is dependent only on the process temperature. The second-order equation represents the relation between process temperature and antioxidant activity. An increase in the temperature of the process causes an increase in antioxidant activity throughout the entire range of the tested parameter. The influence of the reactor shape and process time changes was not observed. Table 6 presents details of the ANOVA analysis.
The model is significant, as indicated by the F-value of 77.20. The likelihood of noise producing an F-value this high is merely 0.01%. p-values below 0.05 imply that the model terms are significant. The letters A and A2 are significant model terms in this particular case. Considering the pure error, the lack of fit appears not to be significant, as indicated by the 2.59 lack-of-fit F-value. There is a reasonable agreement between the adjusted R2 (0.9159) and the predicted R2 (0.8749). Adeq. precision, defined as signal-to-noise ratio, with value of 24.02, demonstrates an appropriate signal. The resulting model is statistically relevant and may be employed to navigate the investigated space.
The antioxidant activity can be calculated using Equation (6).
ACDPPH = 0.002134 T2 − 0.438588 T + 24.58324
where ACDPPH—Trolox equivalent antioxidant activity (10−6 MTE/1 g (DM)); T—temperature (°C).
There is currently a lack of information in the literature regarding the antioxidant properties of extracts made from the bark of Norway maples (Acer platanoides L.) utilizing a subcritical water extraction method. The available data refers to extracts obtained from 250 g of sugar and red maple bark with a moisture content of 5.6% and 9.5%, as follows: ground to a particle size from 250 to 500 μm; separately processed using 2.5 L of water; processed for a duration of 1 h at 90 °C. In this case, the antioxidant activity (ABTS assay) was 45.20 and 128.71 mmol TE/100 g dry extract [19]. A comparable trend of changes in the reference to the change in process temperature can be seen when comparing the values of the antioxidant activity measured in these studies with the total polyphenol and flavonoid content. In line with the polyphenol and flavonoid content, the antioxidant activity rises as the temperature rises over the whole range of the measured parameter. A rise in temperature from 110 °C to 170 °C caused a 12.6-fold increase in the antioxidant activity, much more than for polyphenol and flavonoid content.

4. Conclusions

Applying the Box–Behnken methodology, the present research examined the effects of the subcritical water extraction parameters of temperature, process duration, and extractor shape on the amount of polyphenols, flavonoids, and antioxidant activity of bark extract from Norway maple (Acer platanoides L.). The temperature of the process has a significant impact on the total amount of polyphenols and flavonoids as well as the antioxidant activity of the obtained extracts. The influence of changes in the process duration and the shape of the pressure cell was not observed. A rise in temperature from 110 °C to 170 °C caused a 8.9-fold increase in the polyphenol content, 7.2-fold increase in the flavonoid content, and 12.6-fold increase in the antioxidant activity. The maximum values of polyphenols, flavonoid content, and antioxidant properties were reached at a process temperature of 170 °C, which is the highest point of the temperature variability range observed in these investigations. The study’s findings demonstrate how crucial it is to select subcritical water extraction variables carefully in order to achieve the highest extract quality. The temperature rise of the water extraction process in subcritical conditions of Norway maple bark at 170 °C does not result in a decrease in polyphenol and flavonoid content or antioxidant activity. It is suggested that future tests should be performed at higher temperatures, although this may be problematic due to thermal degradation of the raw material. The thermal degradation of extracts was noticeable in previous studies performed on Juglans regia L. bark, where a decrease was observed in antioxidant properties, polyphenols, and flavonoid content for temperatures greater than 131.6 °C [36].
Norway maple (Acer platanoides L.) bark has not been studied in terms of the influence of process temperature, duration, and reactor shape on the quality of the extract obtained. Chromatographic methods should be used in subsequent research works to examine specific bioactive compounds in order to determine the variability of the chemical composition of the obtained extracts.

Author Contributions

Conceptualization, P.K.; methodology, P.K. and Z.F.; validation, P.K. and Z.F.; formal analysis, P.K.; investigation, P.K, Z.F. and M.G.; resources, K.T.; data curation, P.K.; writing—original draft preparation, P.K.; writing—review and editing, P.K., Z.K. and K.T.; visualization, P.K.; supervision, Z.K., P.K. and K.T.; project administration, P.K.; funding acquisition, P.K. and Z.K. All authors have read and agreed to the published version of the manuscript.

Funding

This research was supported by project No. SD/76/IM/2023, provided by the University of Life Sciences in Lublin, Poland.

Data Availability Statement

Data are contained within the article.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Norway maple (Acer platanoides L.) bark before fragmentation.
Figure 1. Norway maple (Acer platanoides L.) bark before fragmentation.
Processes 11 03395 g001
Table 1. Experimental plan.
Table 1. Experimental plan.
SetA: Process Temperature
(°C)
B: Reactor Diameter
(mm)
C: Process Time
(min)
11701010
217019.45
311019.45
41101010
5140105
614019.410
711019.415
814019.410
911028.810
1014028.85
1117028.810
1214019.410
1314028.815
1417019.415
1514019.410
1614019.410
171401015
Table 2. Efficiency of the extraction process.
Table 2. Efficiency of the extraction process.
SetA: Process
Temperature
(°C)
B: Reactor
Diameter
(mm)
C: Process Time
(min)
Extract
(Dry Mass)
(g)
Extraction Yield
(Dry Mass)
(%)
11701010153.747.69
217019.45734.499.75
311019.45519.606.90
4110101040.302.02
5140105125.046.25
614019.410437.405.81
711019.415291.283.87
814019.410429.245.70
911028.810607.773.66
1014028.85786.264.74
1117028.8101650.179.95
1214019.410434.595.77
1314028.815884.025.33
1417019.4151018.9513.53
1514019.410444.785.91
1614019.410420.125.58
171401015136.426.82
Table 3. Results of chemical analyses for total polyphenol and flavonoid contents, together with antioxidant activities.
Table 3. Results of chemical analyses for total polyphenol and flavonoid contents, together with antioxidant activities.
SetPolyphenol Content
mg (GAE)/100 g
(Dry Mass)
Flavonoid Content
mg (CTE)/100 g
(Dry Mass)
Antioxidant Activity (DPPH) 10−6 MTE/1 g
(Dry Mass)
1424994.8
273217412.53
3182492.28
4106261.29
54281175.78
64081035.09
7212542.73
83741055.2
9199532.33
10341893.88
1176117610.85
124191065.23
13371983.9
1494318816.24
154401115.51
16393973.92
174891276.52
Table 4. Details of ANOVA analysis for polyphenol content in relation to extraction temperature.
Table 4. Details of ANOVA analysis for polyphenol content in relation to extraction temperature.
Sum of SquaresdfMean SquareF-Valuep-Value
Model4.325 × 10514.325 × 105174.92<0.0001significant
A—Temperature4.325 × 10514.325 × 105174.92<0.0001
Residual32,141.30132472.41
Lack of Fit29,622.5093291.395.230.0631not significant
Pure Error2518.804629.70
Cor Total4.646 × 10514
Fit Statistics R20.9308
Std. Dev.49.72 Adjusted R20.9255
Mean390.33 Predicted R20.9046
C.V. %12.74 Adeq. Precision30.2539
Table 5. Details of ANOVA analysis for flavonoid content in relation to extraction temperature.
Table 5. Details of ANOVA analysis for flavonoid content in relation to extraction temperature.
Sum of SquaresdfMean SquareF-Valuep-Value
Model30,395.51130,395.51267.82<0.0001significant
A—Temperature30,395.51130,395.51267.82<0.0001
Residual1475.4213113.49
Lack of Fit1372.229152.475.910.0513not significant
Pure Error103.20425.80
Cor Total31,870.9314
Fit Statistics R20.9537
Std. Dev.10.65 Adjusted R20.9501
Mean103.07 Predicted R20.9361
C.V. %10.34 Adeq. Precision34.0414
Table 6. Details of ANOVA analysis for antioxidant activity in relation to extraction temperature.
Table 6. Details of ANOVA analysis for antioxidant activity in relation to extraction temperature.
Sum of SquaresdfMean SquareF-Valuep-Value
Model121.55260.7877.20<0.0001significant
A—Temperature51.30151.3065.16<0.0001
A212.35112.3515.690.0019
Residual9.45120.7872
Lack of Fit7.9280.99002.590.1866not significant
Pure Error1.5340.3818
Cor Total131.0014
Fit Statistics R20.9279
Std. Dev.0.8873 Adjusted R20.9159
Mean5.14 Predicted R20.8749
C.V. %17.28 Adeq. Precision24.0236
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MDPI and ACS Style

Kamiński, P.; Gruba, M.; Fekner, Z.; Tyśkiewicz, K.; Kobus, Z. The Influence of Water Extraction Parameters in Subcritical Conditions and the Shape of the Reactor on the Quality of Extracts Obtained from Norway Maple (Acer platanoides L.). Processes 2023, 11, 3395. https://doi.org/10.3390/pr11123395

AMA Style

Kamiński P, Gruba M, Fekner Z, Tyśkiewicz K, Kobus Z. The Influence of Water Extraction Parameters in Subcritical Conditions and the Shape of the Reactor on the Quality of Extracts Obtained from Norway Maple (Acer platanoides L.). Processes. 2023; 11(12):3395. https://doi.org/10.3390/pr11123395

Chicago/Turabian Style

Kamiński, Piotr, Marcin Gruba, Zygmunt Fekner, Katarzyna Tyśkiewicz, and Zbigniew Kobus. 2023. "The Influence of Water Extraction Parameters in Subcritical Conditions and the Shape of the Reactor on the Quality of Extracts Obtained from Norway Maple (Acer platanoides L.)" Processes 11, no. 12: 3395. https://doi.org/10.3390/pr11123395

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