Modeling and optimum extraction of multiple bioactive exopolysaccharide from an endophytic fungus of Crocus sativus L
Lu Wen1, Yuan Xu1, Qiqiu Wei1, Wuhai Chen1, Gang Chen2
1 Department of Medicinal Chemistry, School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou 510006, Guangdong, China
2 Department of Pharmaceutics, School of Pharmacy, Guangdong Pharmaceutical University, Guangzhou 510006, Guangdong, China
|Date of Submission||09-Mar-2017|
|Date of Acceptance||27-Apr-2017|
|Date of Web Publication||20-Feb-2018|
School of Pharmacy, Guangdong Pharmaceutical University, No. 280, Waihuan East Road, Guangzhou Higher Education Mega Center, Panyu District, Guangzhou 510006
Source of Support: None, Conflict of Interest: None
| Abstract|| |
Background: Crocus sativus L. (saffron) is a scarce plant that has been used as food flavoring agent, coloring agent, and traditional herbal medicine. Methods: The bioactivity of exopolysaccharide (EPS) extracted from an endophytic fungus of C. sativus was examined for the first time by antioxidative, antitumor, and antibacterial assays. The extraction conditions for EPS were optimized by combining the response surface methodology with Box-Behnken design. Results: EPS exhibited excellent scavenging activities against 1,1-diphenyl-2-picrylhydrazyl, hydroxyl and superoxide anion radicals, and moderate cytotoxicities against K562, A549, HL-60, and HeLa cells. The optimum extraction conditions for EPS were as follows: precipitation time of 16 h, precipitation temperature of 3.7°C, pH 7.2, and ratio of ethanol to fermented broth of 5:1 (L/L). Under the optimized conditions, the yield of EPS reached 162 ± 6 μg/L which was close to the predicted one (165 μg/L). Moreover, high-performance liquid chromatography of monosaccharide composition showed that EPS comprised mannose, glucose, galactose xylose, and arabinose in a molar ratio of 25.6:16.5:1.0:3.8:5.4. Conclusion: EPS may be an eligible substitute for C. sativus and a potential bioactive source applicable to pharmaceutical and food industries.
Abbreviations used: EPS: Exopolysaccharide, RSM: Response surface methodology, BBD: Box-Behnken design, DPPH: 1,1-diphenyl-2-picrylhydrazyl, VC: Ascorbic acid, MTT: 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide, LB: Luria Bertani, DMSO: dimethyl sulfoxide, PMP: 1-phenyl-3-methyl-5-pyrazolone, FT-IR: Fourier transform-infrared, HPLC: High-performance liquid chromatography, 3D: Three-dimensional, 2D: Two-Dimensional.
Keywords: Bioactivity, Crocus sativus L., endophytic fungus, exopolysaccharide, response surface methodology
|How to cite this article:|
Wen L, Xu Y, Wei Q, Chen W, Chen G. Modeling and optimum extraction of multiple bioactive exopolysaccharide from an endophytic fungus of Crocus sativus L. Phcog Mag 2018;14:36-43
|How to cite this URL:|
Wen L, Xu Y, Wei Q, Chen W, Chen G. Modeling and optimum extraction of multiple bioactive exopolysaccharide from an endophytic fungus of Crocus sativus L. Phcog Mag [serial online] 2018 [cited 2021 Jun 24];14:36-43. Available from: http://www.phcog.com/text.asp?2018/14/53/36/225672
- Exopolysaccharide (EPS) from endophytic fungus of Crocus sativus was studied for the first time
- EPS extraction was optimized by combining response surface methodology with Box-Behnken design
- Monosaccharide composition and EPS structure were identified by high-performance liquid chromatography and Fourier-transform infrared spectroscopy.
| Introduction|| |
Exopolysaccharides (EPSs), also known as extracellular polysaccharides, have been employed as a crucial source of microbial polysaccharides. They are produced by the metabolic processes of fungi, bacteria, blue-green algae, and some other microorganisms. Fungus-derived polysaccharides have diverse chemical structures as well as antioxidant, antitumor, immunomodulatory, and anti-inflammatory activities. Compared with polysaccharides from mycelia and plants, it is easier to obtain EPSs from fermented broth with similar pharmacological and physiological functions.
As a perennial stemless herb, Crocus sativus L. (saffron) is cultivated widely in Iran and slightly planted in China. Saffron is one of the most expensive spices in food and flavoring fields, also as a composition in commercially processed foodstuffs such as herbal teas, seasoning mixes, pasta, and rice. Furthermore, saffron is a biologically active ingredient with antitumor, antioxidant, and anti-inflammatory properties. However, this herb has an overlong growth cycle and unstable product quality during conventional cultivation. Recently, Schulz et al. reported that the metabolites isolated from endophytic fungi exhibited higher bioactivities than those of the host plant. Therefore, several biologically active compounds have been obtained from the cultures of endophytic fungi since then. Nevertheless, EPS isolated from the endophytic fungi of C. sativus has never been reported hitherto.
We have previously obtained EPS through water extraction and ethanol precipitation. In the extraction process, the yield of EPS is affected by precipitation time, precipitation temperature, and pH. The yield can be elevated by optimizing the extraction process, and EPS can be produced in a more compact space within a shorter time, also with lower contamination risk, convenient control, and facile downstream processing. Response surface methodology (RSM) is an effective statistical and mathematical strategy for optimizing processes, even when complex interactions exist. Besides, it is less laborious and time-consuming than other methods by reducing the number of experimental trials that are required to assess interactions and multiple variables., Box-Behnken design (BBD) is a statistical experimental design for RSM. As an independent quadratic design, it contains no fractional factorial or embedded factorial design. The treatment combinations in this design are in the center and at the midpoints of process space edges, needing three levels of each factor. Above all, RSM-BBD can better arrange and interpret experiments than other studies on the extraction of EPS.
In this study, EPS was isolated from an endophytic fungus Penicillium citreonigrum CSL-27 of C. sativus for the first time, and its bioactivity was evaluated by antioxidant, antitumor, and antibacterial assays. Moreover, the extraction conditions of EPS were optimized by RSM-BBD, and the actual values were close to the predicted ones.
| Materials and Methods|| |
Materials and chemicals
C. sativus was purchased from Henan Agricultural University (Zhengzhou, China), and P. citreonigrum CSL-27 was isolated from C. sativus and stored at the China Center for Type Culture Collection (Wuhan, China). Bacterial strains: two Gram-positive bacterial strains (Bacillus subtilis and Staphylococcus aureus) and six Gram-negative bacterial strains (Pseudomonas aeruginosa, Coli-aerogenes, Salmonella More Details typhi, Escherichia More Details coli, Klebsiella pneumoniae, and Shigella dysenteriae) were obtained from Department of Microbiology and Immunology of the Foundation Institute and the Microbiology Laboratory of the First Affiliated Hospital of Guangdong Pharmaceutical University (Guangzhou, China). 1,1-Diphenyl-2-picrylhydrazyl (DPPH) was bought from Wako Pure Chemical Industries (Tokyo, Japan). The assay kits for hydroxyl and superoxide anion radicals were purchased from Nanjing Jiancheng Bioengineering Institute (Nanjing, China). Ascorbic acid (VC) was obtained from Shanghai Runjie Chemical Reagent Co., Ltd.(Shanghai, China). 3-(4,5-dimethylthiazole)-2,5-diphenyltetraazolium bromide (MTT) and dialysis tubing (molecular weight cutoff, 8000–14000 Da) were provided by Sigma Chemicals Co.(St. Louis, MO, USA). Human erythroleukemia cell line K562, human lung adenocarcinoma cell line A549, human promyelocytic leukemia cell line HL-60, and human cervical carcinoma cell line HeLa were bought from Guangzhou Jinan Biomedicine Research and Development Center Co., Ltd. (Guangzhou, China). Luria Bertani (LB) agar was obtained from Guangdong Huankai Microbial Sci. and Tech. Co., Ltd.(Guangzhou, China). The other reagents were all analytically pure.
Microorganism and culture conditions
P. citreonigrum CSL-27 isolated from the corm of C. sativus was conserved at 4°C in our laboratory. All operations were conducted in a sterile environment. The fungus was cultured at neutral pH in a 500 mL Erlenmeyer flask containing 250 mL of PYG medium (g/L): glucose 10, peptone 2, NaCl 2 and yeast extract 1, and then on a rotary shaker (TCYQ, Taicang Laboratory Equipment Factory; Jiangsu Province, China) constantly at 120 rpm and 28°C for 7 days.
Preparation of exopolysaccharide
Fermented broth was concentrated at 60°C in a water bath, and then, the insoluble residue was separated by a four-layer filter cloth. Fourfold of 95% ethanol (v/v) was added into the broth and maintained overnight at 4°C. EPS was collected by centrifugation at 3,000 rpm for 10 min. The resulting precipitate was washed with acetone and absolute ethanol successively, dialyzed against running water for 48 h, and finally lyophilized. Carbohydrates were determined by the phenol-sulfuric acid method  and the EPS yield was calculated according to the following equation:
Y (μg/L) = (v1× c×m)/(m1× v)
Where Y is the yield of EPS; v1 is the constant volume of EPS; c is the concentration of EPS; m is the total mass of EPS; m1 is the mass of EPS for reaction; and v is the volume of EPS for precipitation.
Assay for scavenging activity of exopolysaccharide against 1,1-diphenyl-2-picrylhydrazyl radical
The scavenging activity of EPS against DPPH radical was assayed as previously described with minor modifications. Briefly, 3.5 mL of EPS solution at 0.5, 0.4, 0.3, 0.2, 0.1, 0.05, or 0.025 mg/mL was added to 3.5 mL of DPPH solution (0.1 mM) in 80% ethanol. Afterward, the mixture was vigorously shaken and left in dark at room temperature for 30 min. VC was utilized as positive control. The effective concentration at which 50% of DPPH radicals were scavenged by EPS was defined as EC50(mg/mL). Then, the absorbance was detected by a spectrophotometer (Shimadzu UV2550, Japan) at 517 nm. The scavenging rate of DPPH radical was calculated with the equation below:
Scavenging rate (%) = (A0− [A1− A2])/A0 ×100%
Where A0 is the absorbance of DPPH solution without tested sample, A1 is that of tested sample (DPPH solution with either positive control or sample), and A2 is that of sample without DPPH solution.
Assay for scavenging activity of exopolysaccharide against hydroxyl radical
The scavenging activity of EPS against hydroxyl radical was tested through the Fenton's reaction with minor modifications. A reaction mixture containing 0.2 mL of ferrous sulfate and 0.2 mL of salicylic acid-ethanol was added in a test tube. Subsequently, 0.2 mL of EPS solution at 0.8, 0.4, 0.2, 0.1, 0.05, 0.025, or 0.0125 mg/mL was added. The reaction was started by adding 1.0 mL of H2O2. After incubation at 37°C for 30 min, the Griess reagent was added to the resulting mixture. The solution absorbance was detected at 550 nm, using VC as positive control. The effective concentration at which 50% of hydroxyl radicals were scavenged by EPS was defined as EC50(mg/mL). The scavenging effect was assessed according to the following equation:
Scavenging activity (%) = (A0− A)/A0 ×100%
Where A0 is the absorbance of control (distilled water instead of sample) and A is that of sample.
Assay for scavenging activity of exopolysaccharide against superoxide anion radical
The scavenging activity of EPS against superoxide anion radical was evaluated by a method previously described. In brief, EPS was dissolved by distilled water into various concentrations (2.0, 1.0, 0.5, 0.25, 0.125, 0.0625, and 0.03125 mg/mL), and incubated with 50 mL of tris-HCl (pH 8.2) for 20 min at 30°C. Afterward, 0.1 mL of tris-HCl was added into each sample solution that was thereafter incubated with 0.1 mL of 1, 2, 3-phentriol for 40 min at 37°C. Finally, the reaction system was mixed with 2 mL of Griess reagent. Using distilled water solution of VC as positive control, the absorbance was detected at 550 nm. The effective concentration at which 50% of superoxide anion radicals were scavenged by EPS was defined as EC50(mg/mL). The ability to scavenge superoxide anion radicals was evaluated by the following equation:
Scavenging activity (%) = (A0− A)/A0 ×100%
Where A is the absorbance of test sample mixed with reaction solution and A0 is that of control group in which distilled water was used instead of sample.
The cytotoxicity assay was evaluated in vitro using the MTT assay according to a previous method. K562, A549, HL-60, and HeLa cells were inoculated at the density of 8 × 103/well into 96-well microplates and incubated in a 37°C incubator (Thermo Model-3111, USA) with humidified atmosphere and 5% CO2. After 24 h, they were treated with EPS solutions at various concentrations (0.31, 0.62, 1.25, 2.5, 5.0, and 10.0 mg/mL) and incubated at 37°C for another 24 h. Control wells were prepared by adding culture medium (100 μL), followed by further incubation for 48 h. After 20 μL of MTT solution (5 mg/mL) was added, they were incubated for another 4 h, from which the medium was then carefully removed. Finally, the reaction was terminated by adding 100 μL of DMSO. The absorbance of each well was measured at 570 nm in a microplate spectrophotometer (Bio-Rad Model-680, USA) to count viable cells. The viability was calculated by the equation below:
Viability (%) = (A1/A0) ×100%
Where A1 is the absorbance of test sample and A0 is that of control.
The antibacterial activity of EPS was determined by the agar disc diffusion method with slight modifications. The test pathogenic bacteria were cultured for 24 h at 37°C and adjusted into 0.5 × 108 CFU/mL with sterile saline. Bacterial suspensions (0.2 mL) were evenly swab-inoculated on the surface of LB agar. Sterile filter paper discs (diameter: 6 mm) were impregnated with 100 μL of EPS solutions (concentrations: 150 and 200 mg/mL) and placed on the LB plate surfaces. Then, the plates were incubated for 24 h at 37°C in a self-regulating thermostat (SPX-250C, Shanghai Boxun Industry and Commerce Co., Ltd; Shanghai, China). The antibacterial activity was tested through measuring the diameter (mm) of clear inhibition zone around each disc. Streptomycin sulfate and 0.9% saline solution were used as positive control and negative control, respectively. All tests were performed in triplicate.
Single-factor experimental design
The effects of complex precipitation time, precipitation temperature, pH, and ethanol/fermented broth ratio on the yield of EPS were studied by single-factor experiments. During optimization, one factor was altered while keeping the others constant in every experiment. All experiments were performed in triplicate.
Response surface methodology design
The extraction of EPS was optimized by BBD using three independent variables. Experiments were constructed on the basis of BBD with four factors at three levels, with each independent variable coded at −1, 0, and +1. Precipitation time (h), precipitation temperature (°C), pH, and ratio of ethanol to fermented broth (L/L) were used as independent variables, and EPS yield (Y, μg/L) was employed as response-dependent variable. All the trials were conducted in triplicate. [Table 1] summarizes the noncoded and coded values of independent variables. The variables of X were coded as x by the following equation:
x i =(X i − X 0)/ΔX i = 1, 2, 3, 4
Where xi is the coded value of variable; Xi is the actual value of variable; X0 is the actual value of X i in the center; and ΔX is the step change.
To predict the optimum conditions, the results were analyzed using Design-Expert software (Version 8.0.6, USA) and fitted by a second-order polynomial equation:
Where Y represents the response variable, β0 is the constant coefficient, β i, β ii, and β ij are the regression coefficients of linear, quadratic, and interaction terms, respectively, and X i and X j are different independent variables (i ≠ j).
The experimental design data were designed and the predicted responses were calculated by Design Expert. Analysis of variance (ANOVA) was utilized. The fitness of the polynomial equation was expressed by adjusted-R2 (R 2 adj) and the coefficient of determination R2. By using the F- test, statistical significance was determined at the probability (P) of 0.05, 0.01 or 0.0001, and the significances of regression coefficients were determined as well. Statistical calculations were thereafter performed using the regression coefficients to generate dimensional and contour maps based on the regression models.
Monosaccharide composition analysis
After acid hydrolysis and reaction of 1-phenyl-3-methyl-5-pyrazolone (PMP), the monosaccharide composition of EPS was detected with high-performance liquid chromatography (HPLC) as reported before. Briefly, sample (5 mg) was hydrolyzed by 2 mL of trifluoroacetic acid (2 M) for 4 h at 120°C. Subsequently, the hydrolysate was dried under vacuum and redissolved by 1 mL of water. The resulting solution (100 μL) was mixed by 200 μL methanol solution of PMP (0.5 M) and 200 μL of NaOH solution (0.3 M) and reacted for 30 min at 70°C. The reaction was terminated through neutralization with 450 μL of HCl solution (0.3 M), and the product was then partitioned three times with chloroform. Afterward, the collected aqueous layer was filtered through a 0.45 μM filter membrane and subjected to HPLC that was conducted by a Phenomenex GEMINI-NX C18 column (250 nm × 4.6 nm, 5 μm) on an Agilent 1200 instrument at 30°C. Potassium phosphate-buffered saline solutions (0.1 M, pH 6.7) containing 83% acetonitrile (solvent A) and 17% acetonitrile (solvent B) were used as mobile phases, and the wavelength of UV detection was set at 250 nm. The monosaccharide components were finally identified through comparing their retention times with those of standard saccharides.
Fourier transform-infrared spectroscopy
Fourier transform-infrared (FT-IR) spectroscopy, which has been widely employed to study molecular vibrations and polar bonds between different atoms, can reveal the functional groups and glycosidic bonds in polysaccharides. IR spectroscopy of EPS was carried out by an FT-IR spectrometer (Perkin Elmer Spectrometer 100, Wellesley, USA). Dried EPS powders were mixed with potassium bromide and compressed into a 1 mm pellet for FT IR spectroscopy from 4000 to 400 cm −1.
| Results and Discussion|| |
1,1-Diphenyl-2-picrylhydrazyl radical scavenging activity
The free radical-scavenging activity of EPS has commonly been evaluated by the DPPH radical scavenging model. As to the mechanism, DPPH radical is scavenged by accepting hydrogen, thereby being converted into the nonradical form (DPPH-H). Therefore, the antioxidant activity of EPS originated from the hydrogen-donating ability. As presented in [Figure 1]a, DPPH radicals are scavenged by EPS in a concentration-dependent manner, with EC50 of 0.14 mg/mL. When the EPS concentration increased to 0.4 mg/mL, the DPPH radical scavenging activity reached 95.50% which was close to that of VC(95.93%).
|Figure 1: In vitro antioxidant activities of exopolysaccharide. (a) 1,1-Diphenyl-2-picrylhydrazyl radical; (b) hydroxyl radical; (c) superoxide anion radical. The values shown are means ± standard deviation of triplicate measurements|
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Hydroxyl radical scavenging activity
Of all reactive oxygen species, hydroxyl radical is highly oxidative, being able to react with most biomacromolecules in living cells and to severely damage adjacent ones. As shown in [Figure 1]b, hydroxyl radicals are scavenged by EPS in a concentration-dependent manner, with EC50 of 0.16 mg/mL. At 0.2 mg/mL, EPS managed to scavenge 94.42% of hydroxyl radicals, similar to VC did (98.43%).
Superoxide anion radical scavenging activity
Compared to other radicals generated by photochemical and biological reactions, superoxide anion radical has a much longer lifetime and is less reactive. This radical causes tissue damage and diseases by generating secondary radicals such as hydroxyl radicals and H2O2 through dismutation and some other reactions. Thus, the antioxidant activity of EPS against superoxide anion radical can be detected by assessing its scavenging effect. As shown in [Figure 1]c, superoxide anion radicals are scavenged by EPS in a dose-dependent manner, with EC50 of 0.60 mg/mL. Since 1.0 mg/mL EPS scavenged 74.54% of superoxide anion radicals, it had a higher scavenging activity.
Dou et al. reported that the extracts of C. sativus exhibited high cytotoxicities against K562, A549, HL-60, and HeLa cells, so these tumor cells were chosen to investigate the cytotoxicity of EPS. As shown in [Figure 2], EPS evidently inhibits the proliferation of these cells in a dose-dependent manner. In the presence of 10 mg/mL EPS, the proliferation of K562, A549, HL-60, and HeLa cells was inhibited by 46.16, 44.97, 44.95, and 33.10%, respectively. Therefore, EPS displayed potential cytotoxicities against K562, A549, and HL-60 cells
|Figure 2: In vitro cytotoxicities of exopolysaccharide against K562, A549, HL-60, and HeLa cells. The values shown are means ± standard deviation of triplicate measurements|
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The disc diffusion method was employed to detect the antibacterial activity of EPS. The growths of tested microorganisms are inhibited differently. Notably, EPS showed a moderate activity against S. aureus in a concentration-dependent manner. The inhibitory effect of 200 mg/mL EPS was close to that of streptomycin sulfate. In addition, EPS exerted weak inhibitory effects on B. subtilis, E. coli, P. aeruginosa, C. aerogenes, S. typhi, S. dysenteriae, and K. pneumoniae.
Effect of precipitation time on exopolysaccharide yield
The effect of precipitation time on EPS yield was studied at 4°C, pH 7.0, and ethanol/fermented broth ratio of 4:1 (L/L). The precipitation time was set at 4, 10, 16, 22, and 28 h. The yield of EPS rose with increasing precipitation time from 4 to 16 h. When the precipitation time exceeded 16 h, the yield was hardly affected. Thus, the optimum precipitation time was 16 h.
Effect of precipitation temperature on exopolysaccharide yield
The effect of precipitation temperature (2°C, 3°C, 4°C, 5°C, and 6°C) on EPS yield was evaluated, with the other factors (time, pH, ratio) fixed (20 h, pH 7.0 and 4:1 L/L). The yield increased to maximum (164 μg/L) as the precipitation temperature ranged from 2 to 4°C. As the temperature further rose from 4°C to 6°C, the yield dropped. Thus, 4°C was selected as the optimum precipitation temperature in subsequent experiments.
Effect of pH on exopolysaccharide yield
The effects of pH values from 6.0 to 8.0 on EPS yield were tested, with all the other conditions kept constant (20 h, 4°C and 4:1 L/L). The yield increased with rising pH, reaching a critical value (163 μg/L) at pH 7.0. Accordingly, pH 7.0 was selected thereafter.
Effect of ratio of ethanol to fermented broth on exopolysaccharide yield
The effect of ethanol/fermented broth ratio on EPS yield was studied for 20 h at 4°C and pH 7.0. The yield increased rapidly when this ratio ranged from 2:1 to 4:1 (L/L). However, this yield slowly increased when water/raw material ratio varied from 4:1 to 6:1 (L/L). Therefore, 4:1 (L/L) was selected as the optimum ethanol/fermented broth ratio.
Statistical analysis and model fitting
Extraction conditions can be efficiently optimized by methods such as BBD and factorial design using experiments with reduced number. According to the results of single-factor experiment herein, a dependent variable as well as four independent factors (i.e., precipitation temperature, precipitation time, pH and ethanol/fermented broth ratio) were studied by RSM-BBD. [Table 2] lists the experimental conditions and outcomes of 29 runs using BBD design. The process stability was tested by conducting 5 center point runs.
With multiple regression analysis, the relationship between response variable and test variables can be revealed by the second-order polynomial equation generated using Design-Expert. The equation in terms of coded factors is shown below:
Y (μg/L) = −1446.96+2.24X1− 10.06X2+434.59X3+20.44X4+0.88X1X2+1.63X1X3− 0.06X1X4+24.01X2X3− 14.03X2X4+18.52X3X4− 0.52X12 − 14.42X 22− 44.66X 23− 10.17X 24
Where Y is the EPS yield, and X1, X2, X3, and X4 are the coded variables for precipitation time, precipitation temperature, pH, and ethanol/fermented broth ratio, respectively.
[Table 3] summarizes the ANOVA results of this model. The effects of lower than 0.05 and 0.01 are considered significant and highly significant, respectively. Given a very high F-value (63.03) and a very low P value (0.0001), the model was indeed highly significant. In addition, the determination coefficient (R2) was 0.9844, so the fitted model could explain 98.44% of variations. R 2 adj is required to study the effects of independent variables, which should be close to R 2 for a robust statistical model. R 2 adj was 0.9688 herein, suggesting that the model could predict most variations (>96%) of the extraction yield. Data in the experimental domain at points excluded from the regression were represented by the lack of fit measuring the model's failure. As indicated by F-value of 1.58 and P value of 0.3489 for yield, the lack of fit was insignificantly related to noise-induced pure error. The experimental values were reliable because the coefficient of variation was 1.61%. The signal-to-noise ratio of this model was measured as 25.520 by adequate precision, suggesting an adequate signal to navigate the design space.
|Table 3: Analysis of variance of the fitted quadratic polynomial model for optimization|
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The significance of every coefficient and the interaction strength between variables was examined by P value. [Table 2] presents that linear coefficient (X4), interaction coefficients (X2 1, X2 2, X2 3and X2 4), and quadratic term coefficients (X2 1, X2 2, X2 3and X2 4) are significant, with low P values (P< 0.001). In contrast, the other term coefficients were insignificant.
Response surface plot and contour plot analyses
Two-dimensional (2D) contour plots and three-dimensional (3D) response surface were graphically represented to visualize the regression equation and to better understand the relationship between each variable and response together with the interactions between two random variables. A circular contour plot suggests a negligible interaction between corresponding variables, and an elliptical one indicates that the interaction between corresponding independent variables is ideal and crucial. In this study, the relationships between EPS yield and any two independent variables were explored by 2D contour plots and 3D response surfaces, with the other one kept constant at zero level.
In [Figure 3]a, the effects of precipitation time, precipitation temperature, and their interactions on EPS yield are illustrated. The yield first increased to maximum with rising precipitation temperature or precipitation time and dropped thereafter. Moreover, the full elliptic contour suggests positive, significant synergistic effects of precipitation time and temperature on yield. Likewise, the yield of EPS first increased evidently with extended precipitation time, and then leveled off [Figure 3]b. However, pH alone affected the yield negatively within the experimental range. As exhibited in [Figure 3]c, the yield rises evidently with increasing precipitation time and ethanol/fermented broth ratio in the beginning and thereafter reduces. As shown in [Figure 3]d, precipitation temperature affects yield more markedly than pH does. As presented in [Figure 3]e, ethanol/fermented broth ratio has a significantly stronger effect on yield than precipitation temperature. In addition, yield was significantly affected by ethanol/fermented broth ratio but not pH [Figure 3]f.
|Figure 3: Response surfaces and contour plots for effects of variables (X1: Precipitation time; X2: Precipitation temperature; X3: pH; X4: Ratio of ethanol to fermented broth) on exopolysaccharide yield|
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Validation of prediction model
To validate whether this model equation was suitable for predicting the optimum response values, four independent experiments were carried out under the following optimum conditions: precipitation time of 16 h, precipitation temperature of 3.7°C, pH 7.2, and ethanol/fermented broth ratio of 4.9:1 (L/L). Since it was difficult to control the optimum ratio during actual extraction, it was adjusted to 5:1 (L/L). Under the optimized conditions, the experimental yield of EPS was 162 ± 6 μg/L, basically being consistent with the predicted one (165 μg/L). Therefore, the model was indeed suitable for optimizing the extraction process
Monosaccharides were identified according to the retention times of standard saccharides, with the contents calculated by corresponding peak areas. As shown in [Figure 4], EPS consists of mannose, glucose, galactose xylose, and arabinose in a molar ratio of 25.6:16.5:1.0:3.8:5.4.
|Figure 4: high-performance liquid chromatography analysis of 1-phenyl-3-methyl-5-pyrazolone derivatives of (a) standard monosaccharide samples (1 - mannose, 2 - rhamnose, 3 - glucuronic acid, 4 - galacturonic acid, 5 - glucose, 6 - galactose, 7 - xylose, 8 - arabinose, 9 - fucose) and (b) hydrolysate of exopolysaccharide|
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Fourier transform-infrared spectroscopy
The fingerprint regions and functional groups of EPS were characterized by FT-IR spectroscopy. The FT-IR spectrum of EPS shows characteristic absorption bands at 3368, 2934, 1650, 1415, 1249, 1130, 1052, 916, 814, and 582 cm −1 [Figure 5]. There are stretching vibration peaks of O-H and C-H in a methylene group (-CH2-) at 3368 cm −1 and 2934 cm −1, respectively. Furthermore, a weak symmetrical stretching peak at approximately 1415 cm −1 and an asymmetrical one at 1650 cm −1 can be assigned to deprotonated carboxylic group (COO-), indicating that EPS was an acidic polysaccharide. The signal at 1249 cm −1 represents the stretching vibration of C=O groups. The bands in the range of 1200–1000 cm −1 and 350–600 cm −1 suggest that the monosaccharide of EPS has pyranose rings. Given a weak peak at 916 cm −1 and a peak at 814 cm −1, EPS mainly contained α-glycosidic bonds. The absorption bands of EPS are consistent with those reported before.
|Figure 5: Fourier transform-infrared spectrum of exopolysaccharide in the range of 4000–400 cm−1|
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Up to now, this is the first study on EPS isolated from the endophytic fungus of C. sativus. Taken together, EPS is a potentially eligible substitute for C. sativus and a feasible new bioactive source in the food industry
| Conclusion|| |
We herein detected the antioxidant, antitumor, and antibacterial activities of EPS. Besides effectively scavenging DPPH, hydroxyl, and superoxide anion radicals, it also exhibited remarkable cytotoxicities against K562, A549, HL-60, and HeLa cells. Then, the extraction conditions for EPS, including precipitation time (h), precipitation temperature (°C), pH, and ratio of ethanol to fermented broth (L/L), were optimized by RSM-BBD. Under optimum conditions (time of 16 h, temperature of 3.7°C, pH 7.2 and ratio of 5:1 (L/L)), the experimental yield of EPS was 162 ± 6 μg/L which matched the predicted one (165 μg/L). The results indicated that the established model was adequate and precise. EPS comprised mannose, glucose, galactose xylose, and arabinose in a molar ratio of 25.6:16.5:1.0:3.8:5.4. In addition, the FT-IR spectrum of EPS showed a characteristic pyranose structure and that it mainly contained α-glycosidic bonds. To the best of our knowledge, EPS isolated from the endophytic fungus of C. sativus was studied for the first time. In summary, EPS is a promising substitute for C. sativus and also a potential novel bioactive source in pharmaceutical and food industries.
Financial support and sponsorship
This study was financially supported by the National Natural Science Foundation of China (81502944).
Conflicts of interest
There are no conflicts of interest.
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[Figure 1], [Figure 2], [Figure 3], [Figure 4], [Figure 5]
[Table 1], [Table 2], [Table 3]