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Extraction of ß-Carotene from Pumpkin (Curcubita moschata) and Spinach (Spinacia oleracea) Using Environmentally Friendly Deep Eutectic Solvents (DESs)

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Submitted:

25 November 2024

Posted:

26 November 2024

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Abstract
There is an increasing demand for antioxidants, nutraceuticals and natural colorants. ß-Carotene is one of the commonly used commodities which fits description. ß-Carotene is a highly hydrophobic molecule; therefore, commercial extraction processes generally use highly non-polar solvents and these are barely environmentally friendly chemicals. The aim of this research was to develop effective and sustainable extraction processes for ß-Carotene from pumpkin and spinach using environmentally friendly green chemicals. A series of deep eutectic solvents with L-menthol and carboxylic aliphatic acids were synthesized for extraction of β-carotene from pumpkin and spinach via mechanical mixing (MMAE) and homogenization assisted extraction (HAE). Response surface methodology and ANOVA analyses were used to analyze the data. Menthol:Propionic Acid DESs had the best effect on the extraction of ß-Carotene (11.528 μg-ß-Carotene/gr-pumpkin for MMAE, 8.966 μg-ß-Carotene/gr-pumpkin for HAE, 16.924 μg-ß-Carotene/gr-spinach for MMAE and 18.870 μg-ß-Carotene/gr-spinach for HAE) under the optimal conditions (HBD molar ratio: 0.6452, 15 min. for MMAE of ß-Carotene from pumpkin, HBD molar ratio: 0.6198, 30.0 sec., 7061 rpm for HAE of ß-Carotene from pumpkin, HBD molar ratio: 0.8000, 60 min. for MMAE of ß-Carotene from spinach, HBD molar ratio: 0.8000, 120.0 sec., 7000 rpm for HAE of ß-Carotene from spinach).
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1. Introduction

Carotenoids are a group of natural pigments widely used in the food industry. The importance of this component has recently increased due to its high provitamin-A content, coloring properties and antioxidant effect [1]. They are preventive agents especially for skin, liver and some other types of cancer. It also reduces the risk of heart disease [2]. Carotenoids are natural pigments that occur in bacteria, fruits, plants and fungi. They cannot be synthesized within human metabolism. They must be obtained from food sources. One of the most important sources of carotenoids for humans is plants. The compounds found in relatively high concentrations in fruits and vegetables are lycopene, β-carotene, lutein, zeaxanthin, β-cryptoxanthin and α-carotene [3].
ß-Carotene is a significant carotenoid, and it is also the most common carotenoid found in the plants [4]. It is an organic compound, which has red-orange color, that is found in plants, fruits and fungi [5]. ß-Carotene is best known for being precursor to vitamin A, which is essential for vision, immune functions and skin health. Some of the most common uses of ß-Carotene include vitamin A supplementation, skin health and protection, antioxidant support, vision health, immune system support, dietary supplement, cancer prevention research [6,7,8,9], digestive health [10,11], food colorant, cosmetics and hair products.
ß-Carotene is isolated from plants and fruits, which have ample amounts of carotenoids, by utilization of column chromatography. Aside from that, it is industrially manufactured by chemical synthesis or by extraction from biological sources such as vegetables rich in ß-Carotene and microalgae (especially Dunaliella salina). In order to separate ß-Carotene among the mixture of carotenoids, polarity of the compound needs to be taken into account. ß-Carotene is a non-polar hydrocarbon based (C40H56) compound. Therefore, it is separated via utilization of non-polar solvents such as hexane. The other environmentally non-friendly solvent choices could be tetrahydrofurane, methyltert-butylether, benzene and other halogenated solvents due to their specific advantage over other non-polar solvents in terms of solubility of ß-Carotene [12]. None of these solvents are attractive due to their negative effects on the environment and human health (especially benzene is suspected to cause cancer [13] and considered to be class-I (very dangerous for human health) solvent [14] in the pharmaceutical industry).
Food waste is a hot topic. In 2022 the globally wasted amount of food was 1.052 billion tons [15]. And this number keeps increasing over time. Pumpkin and spinach have also place in this food loss and waste. Especially one of the major sources of pumpkin waste is originated from Halloween decorations. In 2016, more than 1.3 billion pounds (~589,670 metric tons) of pumpkins were discarded as waste after Halloween in United States alone [16]. Loss of spinach is also considered in the context of vegetables. Being a highly perishable leafy green vegetable itself, loss of spinach is also contributing to vegetable waste. In 2020 approximately 31.0 million tonnes of spinach manufactured globally and 6.5% of this spinach (over 2 million tonnes) was estimated to be lost during retail phase and approximately 35% (~10.85 million tonnes) was lost in the house hold consumption [17]. Solely, in the UK, 24.8% of the spinach is wasted within the farm, grading, storage, packaging and retail before reaching to households, which corresponds to ~15,384 metic tonnes [18].
Considering the importance of ß-Carotene, and the pumpkin and spinach that go to the waste, a need for environmentally safer “green” solvents arises for the extraction of ß-Carotene (which is a valuable commodity) from vegetables and fruits (such as pumpkin and spinach leaves). With regards to ß-Carotene extraction, some of the following studies could be given as examples. Sebdani and Abbasi had used ultrasound-assisted extraction method with using sunflower oil as the green solvent in 2023 [19]. Stupar et.al. had used several natural deep eutectic solvents to extract ß-Carotene from pumpkin (NADES) with the support of ultrasonic power in 2021 [20]. Shi et.al. extracted carotenoids from big sized pumpkins via utilization of supercritical CO2 in 2013 [21].
In this regard, utilization of Deep Eutectic Solvents (DESs) could come into the picture as a solution. A Deep Eutectic Solvent (DES) is a mixture of two or more compounds that has lower melting point than the compounds makes it up. One of these compounds is typically a hydrogen bond donor (HBD) and the other one is a hydrogen bond acceptor (HBA). Combining an HBD and HBA forms a eutectic mixture, which has a melting point considerably lower than that of the individual components. The DESs are often used in green chemistry due to their adjustable properties, their lower toxicity, and environmental beneficial factors.
The aim of this study is to extract ß-Carotene from both pumpkin (Curcubita moschata) and spinach (Spinacia oleracea) by using L-menthol and carboxylic acid based natural DESs with the assistance of mechanical mixing and homogenization, and constructing mathematical models to determine the parameters of maximum efficiency for each extraction method. The natural DESs are obtained by coupling L-menthol as the hydrogen bond acceptor (HBA) and Acetic Acid, Propionic Acid and Butyric Acid as the hydrogen bond donors (HBD). Menthol is an organic compound which naturally occurs in the oils of several plants in the mint family, such as peppermint and corn mint. Menthol is a cheap and natural compound to form a DES, where it will be used as the hydrogen bond acceptor (HBA). The hydrogen bond donors (HBD) are selected among Acetic Acid, Propionic Acid and Butyric Acid, where all these acids are naturally found in the foods and plants (i.e., vinegar, potatoes, butter…etc.). Experimental results of MMAE and HAE of ß-Caroten from pumpkin and spinach with these DESs were modeled, and formulae were created for each extraction setup. Optimum conditions were obtained depending on the formulae.

2. Materials and Methods

2.1. Materials

The pumpkins (Curcubita moschata) were obtained in its raw form from local a farm located in Ordu/Türkiye. The spinach (Spinacia oleracea) leaves were obtained as leaves in their raw form from a market located in Istanbul/Türkiye. The pumpkins were peeled and cut into pieces, where the pieces were sized around ≤2 mm and used as the pumpkin samples. The spinach leaves were washed, cleaned and dried, then chopped into small pieces (also ≤2mm) and used as the spinach samples. The baselines were prepared with the reference material, ß-Carotene (≥97.0%) Sigma Aldrich Chemie GmbH (Albuch/Germany). L-Menthol flakes (≥99.7%) were purchased from BASF SE (Ludwigshafen/Germany). DES preparation compounds, acetic acid (≥99.5%) was purchased from Merck (Darmstadt/Germany), propionic acid (≥99.0%) and butyric acid (≥99.0%), were purchased from Merck Schuchardt OHG (Hohenbrunn/Germany). The 0.45 μm RC filters were purchased from Sartorius Türkiye (Istanbul/Türkiye).

2.2. Mechanical Mixing Assisted Extraction (MMAE) of ß-Carotene

The pumpkin and spinach samples were dispensed and put into 10-20 ml Deep Eutectic Solvents (DESs). The sample amounts were determined in order to read absorbance values not more than the meaningful upper limit of UV Spectrophotometer (1.000). After putting samples into the DESs, the items were stirred with mechanical mixer (Daihan Scientific Co., Ltd., model: MSH-20A, South Korea) at 500 rpm speed at the room temperature (298.15 K) under atmospheric pressure. The samples were mechanically stirred for 15, 30, 45 and 60 minutes.

2.3. Homogenization Assisted Extraction (HAE) of ß-Carotene

The pumpkin and spinach samples were dispensed and put into 7-10 ml DESs. The sample amounts were determined in order to read absorbance values not more than the meaningful upper limit of UV Spectrophotometer (1.000). After putting samples into the DESs, the items are treated with homogenizer (IKA T25 Ultra Turrax) at 7000 rpm, 10500 rpm and 14000 rpm speeds at the room temperature (298.15 K) under atmospheric pressure. The samples were treated for 30, 60, 90 and 120 seconds.

2.4. Analysis of samples

After the mixing and homogenization, the mixtures were filtered through 0.45 μm RC filters and the UV absorbance measurements were collected. UV-Visible spectrophotometer (PG Instruments, T60/Leicestershire, England) was used. Each sample was measured 3 times with glass/quartz UV cuvettes at λ=450 nm wavelength [22] against the placebo (the relevant DES itself without any solute in it). The quantitative results were given in micrograms of ß-Carotene per gram of pumpkin (μg-ß-Carotene/gr-pumpkin) and spinach (μg-ß-Carotene/gr-spinach) samples.

2.5. Statistical Design of Experiments

In order to design the experimental plan; mathematical modelling and optimization of parameters, a statistical method called Response Surface Methodology (RSM) was used. The response surface methodology is a statistical and mathematical method which creates a relationship between a dependent variable (response), which is denoted as “y” and one or more independent variables, which could be denoted as “x1, x2,…,xn” [23]. In this research work, in order to evaluate the obtained data and the affecting factors, the necessary calculations and data processing algorithms were performed by utilization of Stat-Ease 360® software. Prior to beginning of the study, the appropriate experimental design type for quadratic response surfaces had to be selected [24]. Within the several design classes (3-level factorial design, Doehlert design, Box-Behnken and central composite designs), central composite design (CCD) was selected. It is also the most commonly applied design type [23]. The number of experiment (N) is calculated by equation (1):
N=k2+2k+Cp
k= Number of process parameter
Cp= Number of replicate at centre points.

3. Results and Discussion

3.1. Preparation of Deep Eutectic Solvents (DESs)

The DESs used in the extraction ß-Carotene were prepared by compounding L-menthol flakes, used as the hydrogen bond acceptor (HBA) and acetic acid, propionic acid and butyric acid as hydrogen bond donors (HBD). The amounts to be mixed are dispensed by using and analytical balance (Shimadzu Corporation, Type: ATX224, Kyoto/Japan) with an accuracy of ± 0.0001 gr according to the required molar ratio as shown in Table 1.
Afterwards, HBA and HBD at predetermined ratios were mixed and heated on a hotplate stirrer (Daihan Scientific Co., Ltd., model: MSH-20D, South Korea) up to 353.15 K and kept there until a homogeneous transparent liquid was obtained. The pH and the densities of the obtained DESs were measured with Mettler-Toledo, SevenCompact pH/Ion S220 and Mettler-Toledo, DM40, respectively. The pH and density results that were obtained are provided in Table S1 along with the physical state observation at temperatures 278.15 K and 255.15 K.

3.2. Baseline (Calibration Line) Study for ß-Carotene in Deep Eutectic Solvents (DESs)

To establish the baselines (calibration lines) for determination of ß-Carotene concentration in the extraction samples, the ß-Carotene is dissolved in each of the obtained DESs with concentrations of 20 ppm, 40 ppm, 60 ppm, 80 ppm and 100 ppm at each measurement. The prepared samples were analyzed in the UV Spectrophotometer (PG Instruments Limited, model: T60 U) under wavelength of λ=450 nm. Based on the results obtained from UV Spectrophotometer, ß-Carotene baseline (calibration line) is calculated for each and every DES used in this study. The baseline equations of ß-Carotene for each DES are given in Table S2.

3.3. Mechanical Mixing Assisted Extraction (MMAE) and Homogenization Assisted Extraction (HAE) of ß-Carotene

The pumpkin samples were dispensed and put into 10 ml DESs. The sample amounts varied between 100.1 mg and 344.9 mg with an average of 214.3 mg. Similarly, the spinach samples were dispensed and put into 7-20 ml DESs. The sample amounts varied between 15.4 mg and 217.9 mg with an average of 61.4 mg. After putting samples into the DESs, the items were mixed with mechanical mixer and homogenized with homogenizer as defined in sections 2.2 and 2.3, and then analyzed in accordance with the method defined in section 2.4. The respective calibration lines (equations in Table S2) were used to calculate the ß-Carotene extracted amounts with each DES. The results are tabulated in Table 2 and Table 3 for MMAE and HAE of ß-Carotene, respectively.

3.4. Modelling and Optimization Studies

Based on the obtained data, the second-order models for the MMAE and HAE of ß-Carotene have been derived and shown in Table 4. Considering the fact that the R2 values of these equations derived by the relevant design method are generally ≥0.7000 shows that the equations calculated for responses are satisfactory to provide explanation to the relationship between dependent and independent variables [25].
The response surfaces formed by the equations provided in Table 4 are shown in the three-dimensional (3D) graphs through Figure 1, Figure 2 and Figure 3. Within these figures, effects of parameters and their corresponding interactions on the μg-ß-Carotene/gr-pumpkin and μg-ß-Carotene/gr-spinach are also displayed visually.
To determine the effects of each parameter, a suitable mathematical model, which fits the polynomial equation (2), was selected and statistical analysis of variance (ANOVA) was applied.
Y = β 0 + i = 1 k β i x i + i = 1 k β i i x i 2 + i = 1 k 1 j = i + 1 k β i j x i x j + ε
The ANOVA analyses results of the model equations derived for μg-ß-Carotene/gr-pumpkin results of MMAE and HAE of ß-Carotene from pumpkin samples by using DESs are given in Table S3, Table S4, Table S8 and Table S9. The ANOVA analyses results of the model equations derived for μg-ß-Carotene/gr-spinach results of MMAE and HAE of ß-Carotene from spinach samples by using DESs are given in Table S5, Table S6, Table S7, Table S10, Table S11 and Table S12. The high F values and P values <0.05 indicate that the model equations are suitable and statistically significant for the current experimental data sets.
When the Menthol:Acetic acid DESs considered in the MMAE of ß-Carotene from pumpkin samples, the most effective parameters (P<0.0001) were observed to be both acetic acid molar ratio and its quadratic power (Table S3). The models were found to be not significant for MMAE and HAE of ß-Carotene from spinach samples via utilization Menthol:Acetic acid DESs (Table S5 and S10). Even though these models were found not significant, the acetic acid molar ratio was the most effective parameter in the HAE of ß-Carotene from spinach (P<0.05). For the HAE of ß-Carotene from pumpkin samples via utilization Menthol:Acetic acid DESs, again the acetic acid molar ratio and its quadratic power were found to be the most effective parameters (P<0.0001), which were followed by homogenization speed and homogenization time (P<0.05). Additionally, the interaction effect between acetic acid molar ratio and homogenization speed was found to be significant (Table S8).
When the Menthol:Propionic acid DESs considered in the MMAE of ß-Carotene from pumpkin samples, the most effective parameter was observed to be the second-order power of propionic acid molar ratio (P<0.0001), followed by propionic acid molar ratio and mixing time. Additionally, the interaction effect between propionic acid molar ratio and mixing time was also found to be significant in MMAE of ß-Carotene from pumpkin (Table S4). When the Menthol:Propionic acid DESs considered in the MMAE of ß-Carotene from spinach samples, the most effective parameter was observed to be the propionic acid molar ratio (P<0.05), followed by its quadratic power. No interaction effect between parameters was observed (Table S6). For the HAE of ß-Carotene from pumpkin samples via utilization Menthol:Propionic acid DESs, the homogenization time was found to be the most effective parameter (P<0.0001), which was followed by propionic acid molar ratio and its second-order power and homogenization speed (P<0.05). Additionally, the interaction effect between propionic acid molar ratio and homogenization speed was found to be significant (Table S9). With regards to the HAE of ß-Carotene from spinach samples via utilization Menthol:Propionic acid DESs, the most effective parameter was observed to be the propionic acid molar ratio (P<0.0001), followed by its quadratic power (P<0.05). No interaction effect between parameters was observed (Table S11).
The only effective parameter (P<0.05) was observed to be the mixing time, when the Menthol:Butyric acid DESs are taken into account in the MMAE of ß-Carotene from spinach samples. No interaction effect between parameters was observed (Table S7). For the HAE of ß-Carotene from spinach samples via utilization Menthol:Butyric acid DESs, the butyric acid molar ratio was found to be the most effective parameter (P<0.05), which was followed by homogenization time and homogenization speed (P<0.05). Additionally, the interaction effect between homogenization time and homogenization speed was found to be significant (Table S12).

3.5. Validation Study and Discussion

The optimum extraction conditions calculated using RSM approach and the highest μg-ß-Carotene/gr-pumpkin values observed under these conditions are presented in Table 5. The best ß-Carotene extraction value from pumpkin was obtained via MMAE with Menthol:Propionic acid (1:2) DES. This was followed by Menthol:Propionic acid (1:2) DES for HAE process. The polarizability parameter (π*) provides a measure of solvent’s dipolarity and polarizability [26]. The μg-ß-Carotene/gr-pumpkin extracted via Menthol:Acetic acid DESs both by MMAE and HAE were considerably low when compared to Menthol:Propionic acid DESs. The partition coefficient (logP) measures how hydrophilic or hydrophobic a chemical substance is. The higher the logP value, the more hydrophobic the compound. If logP>0, the the compound is generally considered as apolar and if logP<0 the compound is generally considered as polar. The logP values of acetic acid and propionic acid are -0.17 and 0.25 respectively [27,28]. This corresponds to the fact that acetic is not only more water soluble compound than propionic acid but also giving it more affinity to dissolve or be dissolved in polar substances due to having a logP<0 (solubility in water > solubility in oily substances/mixtures). The DESs produced by acetic acid, then, would have more polar structure when compared to DESs produced by propionic acid. Since ß-Caroten is a hydrocarbon and highly apolar (logP=14.764 [29]), the extracted amount of ß-Caroten via Menthol:Propionic acid DESs was found considerable higher than Menthol:Acetic acid DESs.
The optimum extraction conditions calculated using RSM approach and the highest μg-ß-Carotene/gr-spinach values observed under these conditions are presented in Table 6. With the HAE process; the best ß-Carotene value for extraction from spinach was obtained via HAE with Menthol:Propionic acid (1:4) DES. This was followed by Menthol:Acetic acid (1:2) DES and Menthol:Butyric acid (1:4) DES.
The polarizability parameter (π*) value found to be decreasing with the increase of the alkyl chain of the HBD [26]. As a result; the increase of the non-polar part of the HBD decreases the overall polarizability of the DESs [26]. In other words, the amount of ß-Carotene (an apolar compound) extracted is also expected to decrease with the increase of the alkyl chain of the HBD. Hence; the μg-ß-Carotene/gr-spinach extracted via Menthol:Propionic acid (1:4) DES was found relatively higher than extracted amount via Menthol:Butyric acid (1:4) DES. Even though acetic acid’s alkyl chain is smaller than propionic acid, the μg-ß-Carotene/gr-spinach extracted via Menthol:Acetic acid (1:2) DES was still observed to be less when compared to Menthol:Propionic acid (1:4) DES. This is, as explained above, considered to be due to the hydrophilic nature of acetic acid with logP<0 and hydrophobic nature of the extract, ß-Carotene. The optimum extraction conditions calculated using RSM approach and the highest μg-ß-Carotene/gr-spinach values observed under these conditions are presented in Table 6. With the HAE process; the best ß-Carotene value for extraction from spinach was obtained via HAE with Menthol:Propionic acid (1:4) DES. This was followed by Menthol:Acetic acid (1:4) DES and Menthol:Butyric acid (1:4) DES.

4. Conclusions

Deep eutectic solvents (DESs) are still considered to be a relatively young chemical technology. They have a history of slightly over 20 years [30]. Synthesizing DESs with natural and green solvents not only provides affordable solution for extraction but also it is an environmentally safe approach. In this research work, ß-Carotene was extracted from pumpkin and spinach via utilization of the synthesized DESs for the first time.
HBD molar ratio is the most important parameter that can affect the process in this method. This study has also emphasized the significance of that phenomenon. While determining the DES to be synthesized, the interaction of the HBA and HBD, the solubility of the ß-Carotene in the DESs and selecting HBA and HBD within natural compounds were taken into consideration. Being apolar and natural compound, L-Menthol, was selected as the HBA within the scope of this study due to it ability to form DESs that have high capacity to donate and accept protons when compared to common solvents [26]. Acetic acid, propionic acid and butyric acid were selected as the HBD within the scope of this study due to having carboxylic acids which possess alkyl chains and being naturally found in food and plants.
For each type of DES and applied extraction method (MMAE and HAE), experimental design was applied using Stat-Ease 360® software (Central Composite Design via Response Surface Method). It has been observed that Menthol:Propionic Acid DESs, which has the smallest alkyl chain with having logP>0, has had the best effect on the extraction of ß-Carotene (11.528 μg-ß-Carotene/gr-pumpkin for MMAE, 8.966 μg-ß-Carotene/gr-pumpkin for HAE, 16.924 μg-ß-Carotene/gr-spinach for MMAE and 18.870 μg-ß-Carotene/gr-spinach for HAE) under the optimal conditions (HBD molar ratio: 0.6452, mixing time: 15 min. for MMAE of ß-Carotene from pumpkin, HBD molar ratio: 0.6198, homogenization time: 30.0 sec., homogenization speed: 7061 rpm for HAE of ß-Carotene from pumpkin, HBD molar ratio: 0.8000, mixing time: 60 min. for MMAE of ß-Carotene from spinach, HBD molar ratio: 0.8000, homogenization time: 120.0 sec., homogenization speed: 7000 rpm for HAE of ß-Carotene from spinach).

Supplementary Materials

The following supporting information can be downloaded at the website of this paper posted on Preprints.org, Table S1: pH and Density measurements of the DESs used in this study; Table S2: Equations and correlation coefficients of calibration lines for UV Spectrophotometer analysis of ß-Carotene dissolved in DESs used in this study. y=ß-Carotene concentration (ppm) and x=UV Absorbance reading at λ=450nm; Table S3: The ANOVA evaluation of second-order model equation derived for μg-ß-Carotene/gr-pumpkin results of MMAE of ß-Carotene from pumpkin samples by using M1ACA1, M1ACA2, M1ACA3 and M1ACA4; Table S4: The ANOVA evaluation of second-order model equation derived for μg-ß-Carotene/gr-pumpkin results of MMAE of ß-Carotene from pumpkin samples by using M1PRA1, M1PRA2, M1PRA3 and M1PRA4; Table S5: The ANOVA evaluation of second-order model equation derived for μg-ß-Carotene/gr-spinach results of MMAE of ß-Carotene from spinach samples by using M1ACA1, M1ACA2, M1ACA3 and M1ACA4; Table S6: The ANOVA evaluation of second-order model equation derived for μg-ß-Carotene/gr-spinach results of MMAE of ß-Carotene from spinach samples by using M1PRA1, M1PRA2, M1PRA3 and M1PRA4; Table S7: The ANOVA evaluation of second-order model equation derived for μg-ß-Carotene/gr-spinach results of MMAE of ß-Carotene from spinach samples by using M1BTA1, M1BTA2, M1BTA3 and M1BTA4; Table S8: The ANOVA evaluation of second-order model equation derived for μg-ß-Carotene/gr-pumpkin results of HAE of ß-Carotene from pumpkin samples by using M1ACA1, M1ACA2, M1ACA3 and M1ACA4; Table S9: The ANOVA evaluation of second-order model equation derived for μg-ß-Carotene/gr-pumpkin results of HAE of ß-Carotene from pumpkin samples by using M1PRA1, M1PRA2, M1PRA3 and M1PRA4; Table S10: The ANOVA evaluation of second-order model equation derived for μg-ß-Carotene/gr-spinach results of HAE of ß-Carotene from spinach samples by using M1ACA1, M1ACA2, M1ACA3 and M1ACA4; Table S11: The ANOVA evaluation of second-order model equation derived for μg-ß-Carotene/gr-spinach results of HAE of ß-Carotene from spinach samples by using M1PRA1, M1PRA2, M1PRA3 and M1PRA4; Table S12: The ANOVA evaluation of second-order model equation derived for μg-ß-Carotene/gr-spinach results of HAE of ß-Carotene from spinach samples by using M1BTA1, M1BTA2, M1BTA3 and M1BTA4.

Author Contributions

Conceptualization, K.T.; methodology, K.T. and S.Ş.S.; software, K.T. and İ.T.Y.; validation, K.T..; formal analysis, K.T.; investigation, K.T.; resources, K.T., M.B., S.Ş.S. and E.K.Ş.; data curation, K.T.; writing—original draft preparation, K.T.; writing—review and editing, K.T., M.B. and S.Ş.S.; visualization, K.T. and S.Ş.S.; supervision, K.T., M.B. and S.Ş.S.; project administration, K.T.; funding acquisition, K.T. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

All data supporting the findings of this study are provided within the article and the Supplementary Materials.

Acknowledgments

The authors gratefully acknowledge BASF SE, Abdi İbrahim İlaç San. ve Tic A.Ş., World Medicine İlaç San. ve Tic. A.Ş. and Neutec İlaç San. Ve Tic A.Ş. companies for freely supplying some of the laboratory materials used in this study.

Conflicts of Interest

The authors declare no conflicts of interest.

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Figure 1. Effect of acetic acid molar ratio and mixing time (a), propionic acid molar ratio and mixing time (b) on β-Carotene extract obtained by MMAE from pumpkin, and effect of acetic acid molar ratio and mixing time (c), propionic acid molar ratio and mixing time (d), butyric acid molar ratio and mixing time (e) on β-Carotene extract obtained by MMAE from spinach.
Figure 1. Effect of acetic acid molar ratio and mixing time (a), propionic acid molar ratio and mixing time (b) on β-Carotene extract obtained by MMAE from pumpkin, and effect of acetic acid molar ratio and mixing time (c), propionic acid molar ratio and mixing time (d), butyric acid molar ratio and mixing time (e) on β-Carotene extract obtained by MMAE from spinach.
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Figure 2. Effect of acetic acid molar ratio and homogenization time (a), acetic acid molar ratio and homogenization speed (b), homogenization time and homogenization speed (c), and effect of propionic acid molar ratio and homogenization time (d), propionic acid molar ratio and homogenization speed (e), homogenization time and homogenization speed (f) on β-Carotene extract obtained by HAE from pumpkin.
Figure 2. Effect of acetic acid molar ratio and homogenization time (a), acetic acid molar ratio and homogenization speed (b), homogenization time and homogenization speed (c), and effect of propionic acid molar ratio and homogenization time (d), propionic acid molar ratio and homogenization speed (e), homogenization time and homogenization speed (f) on β-Carotene extract obtained by HAE from pumpkin.
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Figure 3. Effect of acetic acid molar ratio and homogenization time (a), acetic acid molar ratio and homogenization speed (b), homogenization time and homogenization speed (c), and effect of propionic acid molar ratio and homogenization time (d), propionic acid molar ratio and homogenization speed (e), homogenization time and homogenization speed (f), effect of butyric acid molar ratio and homogenization time (g), butyric acid molar ratio and homogenization speed (h), homogenization time and homogenization speed (i), on β-Carotene extract obtained by HAE from spinach.
Figure 3. Effect of acetic acid molar ratio and homogenization time (a), acetic acid molar ratio and homogenization speed (b), homogenization time and homogenization speed (c), and effect of propionic acid molar ratio and homogenization time (d), propionic acid molar ratio and homogenization speed (e), homogenization time and homogenization speed (f), effect of butyric acid molar ratio and homogenization time (g), butyric acid molar ratio and homogenization speed (h), homogenization time and homogenization speed (i), on β-Carotene extract obtained by HAE from spinach.
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Table 1. HBA, HBD, molar ratios and the abbreviations of DESs used in this study.
Table 1. HBA, HBD, molar ratios and the abbreviations of DESs used in this study.
Hydrogen bond acceptor (HBA) Hydrogen bond donor (HBD) Molar Ratio
(HBA:HBD)
Abbreviations
L-Menthol Acetic acid 1:1 M1ACA1
L-Menthol Acetic acid 1:2 M1ACA2
L-Menthol Acetic acid 1:3 M1ACA3
L-Menthol Acetic acid 1:4 M1ACA4
L-Menthol Propionic acid 1:1 M1PRA1
L-Menthol Propionic acid 1:2 M1PRA2
L-Menthol Propionic acid 1:3 M1PRA3
L-Menthol Propionic acid 1:4 M1PRA4
L-Menthol Butyric acid 1:1 M1BTA1
L-Menthol Butyric acid 1:2 M1BTA2
L-Menthol Butyric acid 1:3 M1BTA3
L-Menthol Butyric acid 1:4 M1BTA4
Table 2. The experimental results of ß-Carotene extraction from pumpkin and spinach samples by using DESs with mechanical mixing assistance.
Table 2. The experimental results of ß-Carotene extraction from pumpkin and spinach samples by using DESs with mechanical mixing assistance.
DES Mixing Time (min.) μg-β-Carotene
/gr-Pumpkin 1
μg-β-Carotene
/gr-Spinach 1
M1ACA1 15 0.196 ± 0.043 0.714 ± 0.025
M1ACA1 30 0.254 ± 0.011 5.093 ± 0.032
M1ACA1 45 0.229 ± 0.012 1.083 ± 0.016
M1ACA1 60 0.290 ± 0.026 1.959 ± 0.031
M1ACA2 15 0.637 ± 0.011 13.867 ± 0.069
M1ACA2 30 0.603 ± 0.009 23.238 ± 0.075
M1ACA2 45 0.566 ± 0.006 9.348 ± 0.108
M1ACA2 60 0.610 ± 0.004 6.186 ± 0.026
M1ACA3 15 0.639 ± 0.020 4.447 ± 0.029
M1ACA3 30 0.558 ± 0.012 10.994 ± 0.029
M1ACA3 45 0.572 ± 0.010 6.863 ± 0.040
M1ACA3 60 0.561 ± 0.003 5.058 ± 0.028
M1ACA4 15 0.442 ± 0.008 2.202 ± 0.039
M1ACA4 30 0.483 ± 0.010 12.089 ± 0.035
M1ACA4 45 0.510 ± 0.007 7.820 ± 0.069
M1ACA4 60 0.486 ± 0.009 20.168 ± 0.044
M1PRA1 15 7.873 ± 0.023 0.866 ± 0.019
M1PRA1 30 6.452 ± 0.040 1.803 ± 0.009
M1PRA1 45 3.960 ± 0.019 1.869 ± 0.009
M1PRA1 60 2.631 ± 0.014 1.476 ± 0.005
M1PRA2 15 10.816 ± 0.044 3.567 ± 0.020
M1PRA2 30 10.585 ± 0.045 4.508 ± 0.026
M1PRA2 45 11.542 ± 0.034 5.044 ± 0.027
M1PRA2 60 11.566 ± 0.044 8.986 ± 0.033
M1PRA3 15 8.796 ± 0.051 3.256 ± 0.011
M1PRA3 30 8.234 ± 0.042 5.889 ± 0.019
M1PRA3 45 9.264 ± 0.023 6.944 ± 0.017
M1PRA3 60 8.939 ± 0.072 5.915 ± 0.023
M1PRA4 15 7.917 ± 0.041 9.312 ± 0.049
M1PRA4 30 8.063 ± 0.031 19.156 ± 0.122
M1PRA4 45 7.757 ± 0.047 17.580 ± 0.043
M1PRA4 60 7.465 ± 0.043 18.990 ± 0.057
M1BTA1 15 1.552 ± 0.045
M1BTA1 30 1.944 ± 0.039
M1BTA1 45 2.774 ± 0.031
M1BTA1 60 3.925 ± 0.024
M1BTA2 15 2.193 ± 0.040
M1BTA2 30 1.718 ± 0.044
M1BTA2 45 4.321 ± 0.036
M1BTA2 60 4.142 ± 0.029
M1BTA3 15 1.593 ± 0.032
M1BTA3 30 2.280 ± 0.026
M1BTA3 45 2.720 ± 0.021
M1BTA3 60 7.036 ± 0.032
M1BTA4 15 1.319 ± 0.024
M1BTA4 30 2.226 ± 0.028
M1BTA4 45 5.109 ± 0.029
M1BTA4 60 4.468 ± 0.017
1 data are given as mean (3 replicates) ± standard deviation.
Table 3. The experimental results of ß-Carotene extraction from pumpkin and spinach samples by using DESs with homogenization assistance.
Table 3. The experimental results of ß-Carotene extraction from pumpkin and spinach samples by using DESs with homogenization assistance.
DES Homogenization Time (sec.) Homogenization Speed (rpm) μg-β-Carotene/gr-Pumpkin 1 μg-β-Carotene/gr-Spinach 1
M1ACA1 30 7000 0.287 ± 0.002 8.830 ± 0.027
M1ACA1 60 7000 0.295 ± 0.002 13.459 ± 0.084
M1ACA1 90 7000 0.241 ± 0.005 12.948 ± 0.056
M1ACA1 120 7000 0.291 ± 0.003 11.703 ± 0.012
M1ACA1 30 10500 0.359 ± 0.003 14.116 ± 0.054
M1ACA1 60 10500 0.390 ± 0.002 7.225 ± 0.021
M1ACA1 90 10500 0.471 ± 0.005 12.260 ± 0.047
M1ACA1 120 10500 0.467 ± 0.004 15.822 ± 0.044
M1ACA1 30 14000 0.464 ± 0.002 7.731 ± 0.078
M1ACA1 60 14000 0.449 ± 0.002 7.511 ± 0.070
M1ACA1 90 14000 0.441 ± 0.003 7.239 ± 0.020
M1ACA1 120 14000 0.506 ± 0.002 9.139 ± 0.106
M1ACA2 30 7000 0.553 ± 0.039 19.093 ± 0.074
M1ACA2 60 7000 0.666 ± 0.019 13.158 ± 0.067
M1ACA2 90 7000 0.637 ± 0.028 9.728 ± 0.056
M1ACA2 120 7000 0.811 ± 0.032 12.469 ± 0.056
M1ACA2 30 10500 0.762 ± 0.044 7.622 ± 0.014
M1ACA2 60 10500 0.652 ± 0.041 15.598 ± 0.053
M1ACA2 90 10500 0.707 ± 0.008 20.129 ± 0.041
M1ACA2 120 10500 0.711 ± 0.002 14.714 ± 0.029
M1ACA2 30 14000 0.562 ± 0.038 18.474 ± 0.017
M1ACA2 60 14000 0.632 ± 0.020 9.334 ± 0.016
M1ACA2 90 14000 0.771 ± 0.006 11.925 ± 0.081
M1ACA2 120 14000 0.670 ± 0.006 17.460 ± 0.107
M1ACA3 30 7000 0.434 ± 0.003 6.767 ± 0.027
M1ACA3 60 7000 0.639 ± 0.005 8.553 ± 0.031
M1ACA3 90 7000 0.651 ± 0.054 16.257 ± 0.048
M1ACA3 120 7000 0.640 ± 0.000 15.457 ± 0.098
M1ACA3 30 10500 0.571 ± 0.002 16.982 ± 0.024
M1ACA3 60 10500 0.563 ± 0.010 15.152 ± 0.015
M1ACA3 90 10500 0.645 ± 0.003 24.930 ± 0.057
M1ACA3 120 10500 0.588 ± 0.002 14.775 ± 0.042
M1ACA3 30 14000 0.606 ± 0.018 13.767 ± 0.053
M1ACA3 60 14000 0.611 ± 0.002 11.293 ± 0.028
M1ACA3 90 14000 0.689 ± 0.000 15.814 ± 0.039
M1ACA3 120 14000 0.644 ± 0.000 13.564 ± 0.027
M1ACA4 30 7000 0.449 ± 0.012 22.831 ± 0.056
M1ACA4 60 7000 0.548 ± 0.020 20.749 ± 0.062
M1ACA4 90 7000 0.629 ± 0.029 12.540 ± 0.014
M1ACA4 120 7000 0.579 ± 0.005 7.834 ± 0.041
M1ACA4 30 10500 0.545 ± 0.004 13.751 ± 0.063
M1ACA4 60 10500 0.534 ± 0.008 26.006 ± 0.092
M1ACA4 90 10500 0.572 ± 0.005 11.626 ± 0.014
M1ACA4 120 10500 0.554 ± 0.011 9.568 ± 0.038
M1ACA4 30 14000 0.581 ± 0.003 18.883 ± 0.055
M1ACA4 60 14000 0.525 ± 0.017 14.477 ± 0.080
M1ACA4 90 14000 0.581 ± 0.050 7.578 ± 0.053
M1ACA4 120 14000 0.543 ± 0.006 7.993 ± 0.069
M1PRA1 30 7000 7.675 ± 0.030 6.081 ± 0.039
M1PRA1 60 7000 5.030 ± 0.023 7.450 ± 0.020
M1PRA1 90 7000 3.769 ± 0.013 5.234 ± 0.014
M1PRA1 120 7000 4.698 ± 0.023 8.447 ± 0.034
M1PRA1 30 10500 6.896 ± 0.013 11.252 ± 0.027
M1PRA1 60 10500 6.088 ± 0.021 4.241 ± 0.019
M1PRA1 90 10500 4.712 ± 0.019 4.010 ± 0.019
M1PRA1 120 10500 3.456 ± 0.014 6.955 ± 0.013
M1PRA1 30 14000 6.120 ± 0.024 8.539 ± 0.020
M1PRA1 60 14000 7.147 ± 0.013 3.704 ± 0.020
M1PRA1 90 14000 6.487 ± 0.023 6.080 ± 0.012
M1PRA1 120 14000 5.340 ± 0.020 8.139 ± 0.028
M1PRA2 30 7000 8.762 ± 0.029 4.731 ± 0.082
M1PRA2 60 7000 6.586 ± 0.037 5.323 ± 0.013
M1PRA2 90 7000 8.579 ± 0.043 6.669 ± 0.021
M1PRA2 120 7000 6.472 ± 0.039 11.232 ± 0.013
M1PRA2 30 10500 7.316 ± 0.045 2.958 ± 0.033
M1PRA2 60 10500 6.561 ± 0.038 6.132 ± 0.011
M1PRA2 90 10500 6.411 ± 0.043 6.950 ± 0.058
M1PRA2 120 10500 5.201 ± 0.032 8.706 ± 0.013
M1PRA2 30 14000 6.935 ± 0.040 8.774 ± 0.032
M1PRA2 60 14000 5.880 ± 0.031 10.494 ± 0.053
M1PRA2 90 14000 4.935 ± 0.039 4.587 ± 0.048
M1PRA2 120 14000 6.839 ± 0.017 7.195 ± 0.035
M1PRA3 30 7000 8.596 ± 0.021 14.763 ± 0.034
M1PRA3 60 7000 5.541 ± 0.045 10.024 ± 0.044
M1PRA3 90 7000 3.802 ± 0.043 17.005 ± 0.031
M1PRA3 120 7000 4.888 ± 0.039 14.631 ± 0.048
M1PRA3 30 10500 6.981 ± 0.041 13.676 ± 0.052
M1PRA3 60 10500 5.321 ± 0.039 12.177 ± 0.034
M1PRA3 90 10500 1.803 ± 0.033 9.143 ± 0.035
M1PRA3 120 10500 3.367 ± 0.039 12.853 ± 0.035
M1PRA3 30 14000 5.253 ± 0.041 10.178 ± 0.065
M1PRA3 60 14000 2.010 ± 0.032 5.838 ± 0.052
M1PRA3 90 14000 0.631 ± 0.038 11.197 ± 0.045
M1PRA3 120 14000 3.596 ± 0.043 13.982 ± 0.049
M1PRA4 30 7000 8.898 ± 0.031 24.598 ± 0.126
M1PRA4 60 7000 6.158 ± 0.027 19.838 ± 0.113
M1PRA4 90 7000 7.714 ± 0.031 15.597 ± 0.069
M1PRA4 120 7000 1.773 ± 0.045 12.177 ± 0.118
M1PRA4 30 10500 5.064 ± 0.028 7.972 ± 0.091
M1PRA4 60 10500 4.638 ± 0.037 10.282 ± 0.065
M1PRA4 90 10500 3.145 ± 0.030 15.900 ± 0.056
M1PRA4 120 10500 2.184 ± 0.025 16.399 ± 0.057
M1PRA4 30 14000 5.653 ± 0.026 8.387 ± 0.078
M1PRA4 60 14000 3.880 ± 0.034 14.157 ± 0.115
M1PRA4 90 14000 2.029 ± 0.040 13.669 ± 0.100
M1PRA4 120 14000 1.318 ± 0.025 24.910 ± 0.071
M1BTA1 30 7000 2.563 ± 0.033
M1BTA1 60 7000 3.240 ± 0.032
M1BTA1 90 7000 3.129 ± 0.033
M1BTA1 120 7000 4.082 ± 0.035
M1BTA1 30 10500 2.244 ± 0.023
M1BTA1 60 10500 2.768 ± 0.032
M1BTA1 90 10500 2.889 ± 0.039
M1BTA1 120 10500 2.701 ± 0.021
M1BTA1 30 14000 2.979 ± 0.022
M1BTA1 60 14000 4.285 ± 0.029
M1BTA1 90 14000 3.862 ± 0.050
M1BTA1 120 14000 6.460 ± 0.038
M1BTA2 30 7000 4.171 ± 0.046
M1BTA2 60 7000 4.609 ± 0.038
M1BTA2 90 7000 4.188 ± 0.027
M1BTA2 120 7000 6.461 ± 0.026
M1BTA2 30 10500 3.844 ± 0.042
M1BTA2 60 10500 5.263 ± 0.042
M1BTA2 90 10500 5.191 ± 0.031
M1BTA2 120 10500 9.820 ± 0.077
M1BTA2 30 14000 5.457 ± 0.045
M1BTA2 60 14000 7.097 ± 0.050
M1BTA2 90 14000 6.782 ± 0.034
M1BTA2 120 14000 13.221 ± 0.044
M1BTA3 30 7000 5.708 ± 0.045
M1BTA3 60 7000 4.283 ± 0.020
M1BTA3 90 7000 3.736 ± 0.032
M1BTA3 120 7000 3.884 ± 0.020
M1BTA3 30 10500 2.020 ± 0.038
M1BTA3 60 10500 2.917 ± 0.021
M1BTA3 90 10500 3.239 ± 0.030
M1BTA3 120 10500 3.332 ± 0.027
M1BTA3 30 14000 5.543 ± 0.037
M1BTA3 60 14000 4.595 ± 0.029
M1BTA3 90 14000 2.968 ± 0.033
M1BTA3 120 14000 8.684 ± 0.027
M1BTA4 30 7000 8.584 ± 0.028
M1BTA4 60 7000 6.231 ± 0.037
M1BTA4 90 7000 9.738 ± 0.049
M1BTA4 120 7000 4.637 ± 0.037
M1BTA4 30 10500 11.840 ± 0.043
M1BTA4 60 10500 6.343 ± 0.024
M1BTA4 90 10500 8.197 ± 0.039
M1BTA4 120 10500 7.814 ± 0.046
M1BTA4 30 14000 8.211 ± 0.025
M1BTA4 60 14000 5.023 ± 0.033
M1BTA4 90 14000 7.401 ± 0.046
M1BTA4 120 14000 12.534 ± 0.023
1 data are given as mean (3 replicates) ± standard deviation.
Table 4. Model equations and their compatibility indicators derived from CCD through RSM in MMAE and HAE of ß-Carotene from pumpkin and spinach.
Table 4. Model equations and their compatibility indicators derived from CCD through RSM in MMAE and HAE of ß-Carotene from pumpkin and spinach.
Extraction setup Independent Variables Dependent Variable Model Equation R2
Sample: Pumkin
Method: MMAE &
Menthol:Acetic acid DESs
X1:Acetic acid molar ratio
X2:Mixing time (min.)
μg-β-Carotene/
gr-Pumpkin
-4.45150+14.57986X1+0.001912X2-0.005262X1X2
-10.44080X12+0.000024X22
0.9642
Sample: Pumkin
Method: MMAE &
Menthol:Propionic acid DESs
X1:Propionic acid molar ratio
X2:Mixing time (min.)
μg-β-Carotene/
gr-Pumpkin
-63.76949+241.35123X1-0.301289X2+0.401802X1X2
-191.69872X12+0.000041X22
0.9006
Sample: Spinach
Method: MMAE &
Menthol:Acetic acid DESs
X1:Acetic acid molar ratio
X2:Mixing time (min.)
μg-β-Carotene/
gr-Spinach
-87.29436+291.71772X1-0.080113X2+0.815406X1X2
-232.20477X12-0.006091X22
0.3941
Sample: Spinach
Method: MMAE &
Menthol:Propionic acid DESs
X1:Propionic acid molar ratio
X2:Mixing time (min.)
μg-β-Carotene/
gr-Spinach
81.41602-286.71718X1+0.011693X2
+0.437977X1X2+239.97280 X12-0.002896X22
0.7835
Sample: Spinach
Method: MMAE &
Menthol:Butyric acid DESs
X1:Butyric acid molar ratio
X2:Mixing time (min.)
μg-β-Carotene/
gr-Spinach
0.019209+7.15429X1-0.089691X2+0.147515X1X2
-7.71617X12+0.000871X22
0.7688
Sample: Pumkin
Method: HAE &
Menthol:Acetic acid DESs
X1:Acetic acid molar ratio
X2:Homogenization time (sec.)
X3:Homogenization speed (rpm)
μg-β-Carotene/
gr-Pumpkin
-4.30138+12.54252X1+0.003089X2+0.000103X3
+0.000543X1X2-0.000081X1X3-1.29643*10-7X2X3
-8.63510X12-8.37963*10-6X22-1.42092*10-9X32
0.8418
Sample: Pumkin
Method: HAE &
Menthol:Propionic acid DESs
X1:Propionic acid molar ratio
X2:Homogenization time (sec.)
X3:Homogenization speed (rpm)
μg-β-Carotene/
gr-Pumpkin
-24.31624+109.68892X1-0.063963X2+0.000120X3
-0.068021X1X2-0.001957X1X3+2.65619*10-6X2X3
-69.07260X12+0.000334X22+3.75153*10-8X32
0.7052
Sample: Spinach
Method: HAE &
Menthol:Acetic acid DESs
X1:Acetic acid molar ratio
X2:Homogenization time (sec.)
X3:Homogenization speed (rpm)
μg-β-Carotene/
gr-Spinach
-46.56104+104.57014X1+0.229675X2+0.003205X3
-0.333622X1X2+0.000977X1X3+2.93333*10-7X2X3
-59.45170X12-0.000142X22-1.93862*10-7X32
0.2725
Sample: Spinach
Method: HAE &
Menthol:Propionic acid DESs
X1:Propionic acid molar ratio
X2:Homogenization time (sec.)
X3:Homogenization speed (rpm)
μg-β-Carotene/
gr-Spinach
88.81933-218.95677X1-0.304985X2-0.002093X3
+0.146208X1X2-0.001599X1X3+7.80619*10-6X2X3
+195.82812X12+0.000968X22+1.13311*10-7X32
0.6540
Sample: Spinach
Method: HAE &
Menthol:Butyric acid DESs
X1:Butyric acid molar ratio
X2:Homogenization time (sec.)
X3:Homogenization speed (rpm)
μg-β-Carotene/
gr-Spinach
9.20900+1.75614X1-0.106600X2-0.001464X3
-0.073053X1X2-0.000142X1X3+7.09500*10-6X2X3
+12.70142X12+0.000667X22+5.99541*10-8X32
0.4718
Table 5. Optimum ß-Carotene extraction conditions and maximum response values (predicted vs. actual*) obtained under these conditions calculated by CCD for DESs in MMAE and HAE of ß-Carotene from pumpkin samples.
Table 5. Optimum ß-Carotene extraction conditions and maximum response values (predicted vs. actual*) obtained under these conditions calculated by CCD for DESs in MMAE and HAE of ß-Carotene from pumpkin samples.
Extraction method DESs (HBA:HBD) Optimum extraction conditions μg-β-Carotene/gr-Pumpkin
Predicted Actual 1
MMAE Menthol:Acetic acid HBD Molar Ratio: 0.6831
Mixing Time: 60.0 min.
0.621 0.610
Menthol:Propionic acid HBD Molar Ratio: 0.6452
Mixing Time: 15.0 min.
11.528 10.816
HAE Menthol:Acetic acid HBD Molar Ratio: 0.6757
Homogenization Time: 116.3 sec.
Homogenization Speed: 11623 rpm
0.712 0.711
Menthol:Propionic acid HBD Molar Ratio: 0.6198
Homogenization Time: 30.0 sec.
Homogenization Speed: 7061 rpm
8.966 8.762
1 Experimental data obtained at the conditions, closest to the optimum extraction conditions.
Table 6. Optimum ß-Carotene extraction conditions and maximum response values (predicted vs. actual 1) obtained under these conditions calculated by CCD for DESs in MMAE and HAE of ß-Carotene from spinach samples.
Table 6. Optimum ß-Carotene extraction conditions and maximum response values (predicted vs. actual 1) obtained under these conditions calculated by CCD for DESs in MMAE and HAE of ß-Carotene from spinach samples.
Extraction method DESs (HBA:HBD) Optimum extraction conditions μg-β-Carotene/gr-spinach
Predicted Actual 1
MMAE Menthol:Acetic acid HBD Molar Ratio: 0.6987
Mixing Time: 40.2 min.
13.010 9.348
Menthol:Propionic acid HBD Molar Ratio: 0.8000
Mixing Time: 60.0 min.
16.924 18.990
Menthol:Butyric acid HBD Molar Ratio: 0.8000
Mixing Time: 60.0 min.
5.640 4.468
HAE Menthol:Acetic acid HBD Molar Ratio: 0.8000
Homogenization Time: 30.0 sec.
Homogenization Speed: 10311 rpm
18.390 13.751
Menthol:Propionic acid HBD Molar Ratio: 0.8000
Homogenization Time: 120.0 sec.
Homogenization Speed: 7000 rpm
18.870 12.177
Menthol:Butyric acid HBD Molar Ratio: 0.8000
Homogenization Time: 120.0sec.
Homogenization Speed: 14000 rpm
10.131 12.534
1 Experimental data obtained at the conditions, closest to the optimum extraction conditions.
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