1. Introduction
Peanut meal is a byproduct of peanut oil extraction that is rich in nutrients, especially protein content (exceeding 40%). It can be used for brewing soy sauce or as feed [
1]. However, the contamination of peanuts or peanut meal itself by mycotoxins during storage and processing, especially aflatoxins, greatly reduces its application value [
2]. Aflatoxins are secondary metabolites produced by
Aspergillus species such as
A. flavus and
A. parasiticus, mainly composed of a difuran ring and coumarin. More than 20 derivatives with similar structures have been discovered, with the most common being aflatoxins B
1 (AFB
1), B
2, G
1, G
2, M
1 and M
2 [
3]. Among them, AFB
1 has the strongest toxicity with carcinogenicity [
4], genotoxicity [
5], neurotoxicity [
6] and cytotoxicity [
7].
There are physical, chemical and biological methods for removing AFB
1 from peanut meal [
8,
9]. The biological method has a relatively mild effect and does not damage the nutrients of the peanut meal, attracting widespread attention from researchers. This method mainly removes AFB
1 from peanut meal through microbial fermentation, and its mechanisms of action are adsorption and degradation. Adsorption refers to the use of microbial cell walls or extracellular secretions to transfer AFB
1 [
10]. This is mainly achieved through the formation of non-covalent bonds between polysaccharides on microbial cell walls, such as β-glucan, and AFB
1 molecules, preventing their release in the gastrointestinal tract and allowing them to be excreted from the body with feces [
11]. The yeast cell wall added to feed currently reduces the damage of AFB
1 to animals through adsorption [
12,
13]. Degradation refers to the conversion of AFB
1 into non-toxic or low-toxicity substances through the growth processes of the microorganisms themselves [
14]. This is mainly because microorganisms can produce active substances such as proteins or non-protein components under external stimuli. These substances have specificity and can target the toxic functional groups of AFB
1, breaking them down into smaller molecules or changing their functional group structure to reduce or disappear their toxicity, achieving the goal of reducing the harm of AFB
1 [
15,
16].
The clearance effect of different microorganisms on AFB
1 varies. Some can remove AFB
1 from aqueous solutions but have no effect on AFB
1 in complex materials. This is due to the growth characteristics of the microorganisms themselves and their specificity in AFB
1 metabolism [
17]. However, actual detoxification scenarios often involve complex materials, including food and feed. Therefore, mining microorganisms that can effectively remove AFB
1 from complex materials is of great significance for production applications. In recent years, microorganisms that can remove AFB
1 from food or feed have been reported. Zhang et al. used
Lactobacillus helveticus FAM22155 to remove AFB
1 in wheat bran in different ways. After 48 h, it was found that the live cells of the strain achieved the highest removal ratio of AFB
1 through solid-state fermentation (88.6%). Meanwhile, the protein extracted from the fermented bran of this strain acted on the wheat bran with a removal ratio of 85.3%. The intracellular extract from the fermentation broth of the strain gained a removal ratio of 36.3%. The remaining components had almost no degradation. This indicated that
L. helveticus FAM22155 mainly degraded AFB
1 through intracellular enzymes, and solid-state fermentation was currently the optimal method [
14]. However, the removal efficiency of AFB
1 may vary depending on the environmental conditions of solid-state fermentation. Escriva et al. used
L. plantarum B3 and
L. Paracasei B10 to remove AFB
1 from dough and bread with and without yeast, respectively. After 24 h of fermentation, the removal ratios of AFB
1 by
L. plantarum B3 in yeast and yeast-free dough were 43.8% and 27.1%, respectively. The removal ratios in bread were 51.8% and 55.0%, respectively. Meanwhile, the removal ratios of AFB
1 from the dough by
L. paracasei B10 were 11.0% and 26.7%, respectively. The removal ratios in bread were 10.6% and 30.6%, respectively. The results showed that the presence of yeast had a promoting effect on the removal of AFB
1 by
L. Plantarum B3, while it had the opposite effect on
L. Paracasei B10. Thus, the two strains had different removal ratios of AFB
1 in dough and bread, indicating that substrates and reaction conditions, namely the environment, had a significant impact on the microbial removal of AFB
1 [
18]. Therefore, optimizing the solid-state fermentation conditions is of great significance for improving the biological control effect of AFB
1.
Optimizing solid-state fermentation conditions can also improve the microbial removal rate of AFB
1. For instance, Li et al. utilized two strains of bacteria,
Bacillus velezensis and
Pediococcus acidilactici, which not only effectively removed AFB
1 from peanut meal but also improved the substrate quality [
19]. In 2024, Luo et al. optimized the conditions for
Trametes versicolor to degrade AFB
1 in corn through fermentation using the response surface methodology, increasing the degradation ratio of AFB
1 by 25% [
9]. Due to the different characteristics of microorganisms, the required fermentation conditions are also different. Optimizing solid-state fermentation conditions can maximize the detoxification potential of the microorganism and reduce the possibility of misjudgment. Moreover, solid-state fermentation is a process in which microorganisms consume energy and produce excessive carbon dioxide. If the microorganism has facultative anaerobic characteristics, it may ferment under anaerobic conditions to remove AFB
1 so as to reduce energy loss and reduce carbon emissions. This will greatly promote the process of large-scale application of microbial detoxification of AFB
1.
In the authors’ previous research, a strain of
Meyerozyma guilliermondii (AF01) with facultative anaerobic ability was screened. The strain was proven to be capable of removing AFB
1 in vitro, including adsorption and degradation [
20]. To test whether the strain has a detoxification effect on AFB
1 in actual materials, an in vivo detoxification experiment is designed in this study. Its ability to remove AFB
1 from peanut meal through solid-state fermentation was tested. In addition, to optimize the detoxification conditions, single-factor and response surface experiments were conducted. The theoretical optimal detoxification conditions obtained were used for large-scale fermentation using two fermentation methods, shallow plate and fermentation bag, to test the strain’s ability to remove AFB
1 under aerobic and anaerobic conditions. To comprehensively evaluate the production and application potential of this strain, the impact of its fermentation on the quality of peanut meal was also tested. This is the first report on the removal of AFB
1 in food or feed by
M. guilliermondii, which can provide new microbial resources and detoxification technology support for the biological control of AFB
1.
4. Materials and Methods
4.1. Chemicals and Regents
Sulfosalicylic acid, sodium citrate and the amino acid mixed standard were purchased from Solarbio (Beijing, China). The commercial standard of AFB1 was purchased from Pribolab, Ltd. (Qingdao, China). Tryptone and yeast extracts were purchased from Oxoid, Ltd. (Basingstoke, UK). Potato extract, glucose and agar were provided by Aoboxing Co. (Beijing, China). Kanamycin was provided by Genview (Chelmsford, CA, USA). High-performance liquid chromatography (HPLC)-grade methanol was obtained from Thermo Fisher Scientific (Waltham, MA, USA). Na2HPO4, KH2PO4, NaCl, NaOH, H2SO4 and HCl were purchased from National Pharmaceutical Group Chemical Reagent Co., Ltd. (Beijing, China). Phenol and CuSO4 were purchased from Macklin (Shanghai, China). The AFB1 immunoaffinity column was purchased from Hua’an Maike Biotechnology Co., Ltd. (Beijing, China). Isopropyl-β-D-thiogalactopyranoside (IPTG) was purchased from Boao Tuoda Technology Co., Ltd. (Beijing, China). KCl and Na2SO4 were purchased from Beijing Chemical Plant (Beijing, China). Sodium phytate was purchased from Yuanye Biotechnology Co., Ltd. (Shanghai, China). K2SO4 was purchased from Xilong Chemical Co., Ltd. (Yulin, China). The Agilent Poroshell 120 EC-C18 chromatography column was purchased from Waters Company (Milford, MA, USA). Sterile disposable applicator sticks were purchased from Changde Beekman Biotechnology Co. (Changde, China). Qualitative filter papers were purchased from Hangzhou Fuyang Beimu Pulp & Paper Co., Ltd. (Hangzhou, China). Microfiber filter papers were purchased from Whatman (Maidstone, UK). Deionized water was produced using the Elix 20 water purifier (Millipore, MA, USA).
4.2. Preparation of AF01 Strain Seed Solution
The glycerol bacteria were removed from a −80 °C refrigerator and streaked onto potato dextrose agar (PDA) for 48 h of cultivation. Then, a single bacterium was selected and cultured in potato dextrose broth (PDB) for 24 h until the logarithmic phase. Next, 5 mL of seed solution was taken and transferred to 4 bottles of new 100 mL PDB medium. Finally, the bottles were shaken and cultured for 36 h until the OD600 was 40, which was the maximum OD. At this time, the AF01 strain was in the late logarithmic growth stage.
4.3. Peanut Meal Preparation
The pH value of the peanut meal was around 5.6, and the concentration of AFB1 in its dry state was 98.87 μg/kg. First, 20 g of peanut meal was weighed into a 300 mL triangular flask and sterilized using a Hirayama autoclave (Pingshan, Tokyo, Japan) at 121 °C for 20 min. Water was added to the Elix 20 water purifier (Millipore, MA, USA) to obtain deionized water. Then, deionized water was transferred to a triangular flask and heated using a Hirayama autoclave (Pingshan, Tokyo, Japan) at 121 °C for 20 min to obtain the sterile water. After cooling to room temperature, 8 g of sterile water was added to the triangular flasks containing peanut meal on an ultraclean workbench. The mixture was stirred well using a sterile disposable applicator stick by hand; then, the seed liquid of the AF01 strain was added.
4.4. AFB1 Detection Method
Ultrahigh-performance liquid chromatography–mass spectrometry (UPLC-MS) was used to monitor the AFB1 residue in the sample. The chromatographic column used was a 2.1 mm × 100 mm Agilent Poroshell 120 EC-C18 column with a pore size of 2.7 μm. The injection volume was 2 μL. The flow rate was 0.2 mL/min, and the temperature was set to 30 °C. The mobile phase was gradient elution, which was divided into an aqueous solution containing 0.1% formic acid and 5 mM ammonium formate, and a methanol solution containing 0.1% formic acid. A 10% methanol solution was maintained from 0 min to 1 min. Next, the methanol solution was gradually increased to 45% from 1 min to 1.5 min, and then it was gradually increased to 100% from 1.5 min to 8.5 min, where it remained for 1 min. Finally, it dropped back to 10% between 9.5 min and 10 min.
An Agilent 6545 ESI Q-TOF mass spectrometer was used for the mass spectroscopy measurements. The ionization source was the positive source of electric spray (ESI+), the nebulizer was 40 psig and the capillary voltage was 4.0 kV. The fragmentor voltage was 175 V, the skimmer voltage was 65 V, and the gas temperature was 300 ℃. The auxiliary gas (N2) flow rate was 5 L/min. The temperature of the gas inside the sheath was 325 ℃, and the flow rate was 11 L/min. The mass spectrometer was operated in full-scan mode, and data were collected with a mass-to-charge ratio (m/z) between 100 and 1200 at a scanning frequency of 2 spectra per second.
The detection and quantification limits of AFB1 using the UPLC-MS detection method were 0.03 ng/mL and 0.1 μg/mL, respectively. Data were normalized based on the standard curves of AFB1 (concentrations of 1000, 500, 300, 100, 10 and 2.0 ng/mL) standard solutions. Thus, the concentration of AFB1 in the sample was obtained. The absolute difference between two independent measurement results obtained under repetitive conditions shall not exceed 20% of the arithmetic mean.
4.5. Single-Factor Experiments on Detoxification of Peanut Meal
Through preliminary experiments, it was found that the main factors affecting the removal of AFB1 from peanut meal by the AF01 strain were pH value, action time, temperature and inoculation dose. This study aimed to examine the effects of the above four factors on the efficiency of the AF01 strain in removing AFB1 from peanut meal. Five levels were set for each factor. The pH values were set to 4.0, 5.0, 6.0, 7.0 and 8.0. Solutions of 5 mol/L NaOH and 1 mol/L hydrochloric acid were used to adjust the pH of peanut meal. The pH of peanut meal was acidic, and in the pH adjustment process, it was also easy to acid reflux. Therefore, it was necessary to first over-adjust. After standing for about 0.5 h, the pH was again determined. If the pH remained stable, adjustment was halted. Otherwise, adjustment continued. The instrument used to determine the pH of peanut meal was an FE20 pH meter (Mettler Toledo Group, Zurich, Switzerland). After the pH adjustment was completed, the peanut meal was autoclaved. Sterile water and AF01 fermentation broth were then added for fermentation. The temperature was set to 5 °C, 15 °C, 30 °C, 40 °C and 50 °C. The reaction time was set to 3 h, 24 h, 48 h, 72 h and 96 h. After determining the first three factors, the effect of the inoculation dose on the solid-state fermentation degradation of AFB1 was explored.
The inoculation dose was set to 1%, 5%, 10%, 20% and 30%. The density of the AF01 strain in the peanut meal was measured at the beginning and end of fermentation. At the beginning of fermentation, and after 72 h of fermentation, 0.1 g of fermentation material was taken, added to 900 μL of sterile physiological saline and mixed evenly. This resulted in a 10−2 dilution solution. This solution was diluted sequentially with sterile physiological saline to 10−4, 10−5, 10−6 and 10−7. Then, 100 μL of the above diluent was applied on a PDA plate and incubated upside-down at 30 °C for 48 h. The colony count was observed, and the colony density (CFU/mL) was calculated.
When a certain influencing factor changed, other conditions were maintained at the natural pH of peanut meal (6.0), 5% inoculum dose and incubation for 72 h at 30 °C. After fermentation, samples from each group were poured into glass culture dishes and dried at 45 °C. Then, 10 g of dried peanut meal fermentation product was taken out and placed in a triangular flask, and 2 g of NaCl and 50 mL of extraction solution (methanol/water = 7:3,
v/
v) were added to it. High-speed homogenization was carried out at 10,000 r/min for 1 min using a T18 Homogenizer (IKA, Staufen, Germany). After filtering the mixture through qualitative filter paper, 15 mL of filtrate was taken out and 30 mL of deionized water was added to mix evenly. The diluted solution was filtered through microfiber filter paper, and then, 30 mL of the filtrate was injected into the aflatoxin immunoaffinity column. Finally, 1 mL of methanol was used to elute AFB
1 from the sample, and the residual AFB
1 in the sample was calculated using the external standard method according to the detection method described in
Section 4.4. The results were expressed as the removal ratio of AFB
1. The calculation method was as shown in Equation (2). In the control group, deionized water was used instead of the whole bacterial fermentation broth of the AF01 strain.
4.6. Response Surface Experiment on Detoxification of Peanut Meal
Based on the single-factor experiments, Design Expert 8.0.6 software was used according to the Box–Behnken central combination design method, with three factors—action time (
A), inoculation dose (
B) and temperature (
C)—as influencing factors, and with the removal ratio of AFB
1 (
Y) as the response value. A 3-factor and 3-level response surface optimization experiment was conducted to determine the optimal fermentation conditions for the AF01 strain to remove AFB
1 from peanut meal. The experimental factors and levels of the response surface are shown in
Table 6.
4.7. Increased Detoxification in Trays and Fermentation Bags
Through the response surface experiments, the optimal fermentation conditions for the removal of AFB1 from peanut meal by the whole bacterial fermentation broth of the AF01 strain can be determined. To explore the effectiveness of the AF01 strain in removing AFB1 from materials in actual production, large-scale experiments were conducted using the whole bacterial fermentation broth of the AF01 strain in shallow plates and fermentation bags. The length, width and thickness of the shallow plates were 51 cm, 36.2 cm and 4.3 cm, respectively, and they could carry 1.67 kg of material. The length and width of the fermentation bags were 55.5 cm and 49.7 cm, respectively, and they could hold up to 10 kg of material.
First, 12 kg of peanut meal and 7 kg of deionized water were separately sterilized at 121 °C and cooled naturally to room temperature. Meanwhile, according to the previously described method, 1 L of the secondary seed solution of the AF01 strain was prepared. Then, 7 kg of sterile water and 1 L of AF01 strain seed solution were added to 12 kg of sterilized peanut meal in sequence and stirred evenly. The evenly mixed materials were divided into shallow trays and fermentation bags, with each tray carrying approximately 1.67 kg of material. After loading the materials, they had to be wrapped in kraft paper to prevent bacterial contamination. Next, 5 kg of material was loaded into each fermentation bag, and the bags were sealed with a sealing machine. The shallow plates and fermentation bags were placed in a constant-temperature HPS-250 Biochemical Incubator (Harbin Donglian Electronic Technology Development Co., Harbin, China) at 29 °C for 75 h before evenly sampling from them. After fermentation, uniform samples were taken and dried to detect the residual AFB1 content, and the removal ratio of AFB1 was calculated. Sterile water was used instead of the fermentation broth of AF01 in the control group, and this experiment was repeated 3 times.
4.8. Determination of the Nutritional Components of Peanut Meal before and after Fermentation
After the amplification experiment’s fermentation was completed, the detoxified samples were evenly sampled and placed in a blast-drying oven at 45 °C for drying. A high-speed crusher was used to crush the samples in order to obtain fermented peanut meal. Non-inoculated peanut meal was used as the control group. The contents of phytic acid and total sugars in the peanut meal were measured, and their amino acid components were analyzed to evaluate the effect of the AF01 strain on the nutritional value of the peanut meal.
4.8.1. Phytic Acid Content Determination
Sample processing: First, 1 ± 0.001 g of dried peanut meal was weighed and placed in a 150 mL triangular flask. Then, 40 mL of sodium sulfate hydrochloric acid extraction solution was added, and the mixture was shaken for 2 h to extract it. The extraction solution was centrifuged at 5000 r/min for 5 min. The supernatant was collected and diluted to 50 mL with the extraction solution. Then, it was filtered through a rapid filter paper. Next, 5 mL of filtrate was taken and added to 1 mL of NaOH solution; this was diluted to 30 mL with ultrapure water and transferred to an activated ion exchange column. The exchange column was rinsed with 15 mL of water and 15 mL of NaCl solution, and the effluent was discarded. Finally, the column was eluted with 25 mL of NaCl solution, and then the eluent was collected in a 25 mL stoppered graduated tube and filled up to the mark.
Standard curve drawing: Standard solutions with phytic acid contents of 0, 0.004, 0.01, 0.1, 0.2 and 0.5 mg were prepared; 4 mL of reaction solution was added and mixed well. After standing for 20 min, the absorbance at 500 nm was measured using a 1 cm colorimetric dish. A standard curve was drawn, with absorbance as the vertical axis and the mass of phytic acid as the horizontal axis.
Sample determination and analysis: First, 5 mL of sample eluent was transferred to a 10 mL colorimetric tube; 4 mL of reaction solution was added and mixed well. After standing for 20 min, the absorbance of the sample at 500 nm was measured using a 1 cm colorimetric dish. The phytic acid content in the sample was calculated according to Equation (3):
where
X is the content of phytic acid in the sample (g/kg),
m2 is the mass of phytic acid in 5 mL of test solution for determination (mg), 25 represents the constant volume of the eluent (mL),
m1 refers to the mass of the sample (g), 5 represents the volume of the test solution used for determination (mL),
V is the volume of the extraction solution for purification (mL) and 50 represents the constant volume of the extraction solution (mL).
4.8.2. Determination of Total Sugar Content
Sample processing: First, 0.1 ± 0.001 g of the sample was weighed and poured into a 250 mL triangular flask, and then 50 mL of water and 15 mL of concentrated hydrochloric acid were added. A condensation recovery device was installed, and the mixture was placed in a 100 °C water bath for 3 h of hydrolysis. After cooling to room temperature, the filter residue was filtered and washed with distilled water. The filtrate and washing solution were combined and made up to 250 mL with water. This solution was used as the test solution for the sample for future use.
Standard curve drawing: Here, 0.1 ± 0.0001 g of dried glucose was dissolved in 100 mL of water; 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.75 and 1.0 mL glucose standard solutions were transferred to 10 mL stoppered test tubes and supplemented with distilled water to 1.0 mL. Then, 1.0 mL of 5% phenol solution and 5.0 mL of concentrated sulfuric acid were added to the glucose solution in sequence. After a 10 min static reaction, the test tube was placed in a 30 °C water bath for 20 min. An appropriate amount of reaction solution was taken, and the absorbance was measured at 490 nm. Afterward, the absorbance of the reaction solution at 490 nm was measured. A standard curve was created, with glucose concentration as the x-axis and absorbance value as the y-axis.
Sample determination and analysis: First, 0.2 mL of the test solution was transferred to a 10 mL stoppered test tube and supplemented with distilled water to 1.0 mL. The blank solution was used to zero, and the absorbance was measured. The total sugar content was calculated using a standard curve. The total sugar content in the sample was calculated as a mass fraction
w, and the value was expressed as a percentage (%) according to Equation (4):
where
V1 is the sample’s constant volume (mL),
V2 is the volume of the sample measurement solution taken during colorimetric measurements (mL),
m1 represents the sugar content in the sample determination solution obtained from the standard curve (μg) and
m2 refers to the mass of the sample (g).
4.8.3. Amino Acid Composition Determination
Sample processing: First, 0.1 ± 0.001 g of the sample was weighed and placed in a 50 mL hydrolysis tube; 20 mL of 6 mol/L hydrochloric acid solution was added, and the tube was sealed under nitrogen protection. The hydrolysis tube was subjected to hydrolysis for 22 h in a constant-temperature drying oven at 110 °C. After cooling to room temperature, the solution was made up to 50 mL with ultrapure water. Then, 2.0 mL of the fixed-volume liquid was transferred to a vacuum-drying oven and evaporated to dryness at 70 °C. The residue was washed and evaporated twice with the same volume of ultrapure water. Then, 2.0 mL of machine buffer (0.02 mol/L hydrochloric acid solution) was added for dilution and shaken well. A 0.22 μm microporous filter membrane was used for filtration of the diluent, and the filtrate was used for instrument measurement.
Standard solution preparation: First, 200 µL of amino acid mixed standard solution was piped into a 5 mL volumetric flask, diluted to volume with 0.1 mol/L hydrochloric acid solution, and used as the standard for testing on the machine. The amino acid mixed standard included 17 amino acids: aspartic acid, threonine, serine, glutamic acid, glycine, alanine, cysteine, valine, methionine, isoleucine, leucine, tyrosine, phenylalanine, lysine, histidine, arginine and proline.
Sample determination and analysis: First, 20 mL of the mixed amino acid standard working solution and 20 mL of the sample determination solution were transferred to the amino acid automatic analyzer. The amino acid concentration was calculated using the external standard method based on peak area. The detection wavelength for proline (Pro) was 440 nm, while the detection wavelength for the other amino acids was set to 570 nm. The contents of each amino acid in the standard reserve solution of mixed amino acids were calculated according to Equation (5):
where
cj is the concentration of amino acid
j in the standard reserve solution of mixed amino acids (μmol/L),
mj is the mass of the amino acid standard substance
j (mg),
Mj is the molecular weight of amino acid standard
j, 250 refers to the fixed volume (mL) and 1000 is the conversion factor.
The amino acid contents in the sample determination solution were calculated according to Equation (6), where
ci is the concentration of amino acid
i in the sample determination solution (nmol/L),
Ai is the peak area of amino acid
i in the sample determination solution,
As is the peak area of amino acid s in the amino acid standard working solution and
cs is the content of amino acid s in the amino acid standard working solution (nmol/L).
The contents of each amino acid in the sample were calculated according to Equation (7), where
Xi is the content of amino acid
i in the sample (g/100 g),
ci is the concentration of amino acid
i in the sample determination solution (nmol/mL),
F is the dilution factor,
V is the volume of sample hydrolysate transferred to constant volume (mL),
M is the molar mass of amino acid
i (g/mol),
m is the weighing quantity (g), 10
9 is the coefficient for converting the sample content from ng to g and 100 is the conversion coefficient.
4.9. Statistical Analysis
The strain density of AF01 in peanut meal was calculated according to the Chinese National Standard GB4789.15-2016 [
48]. The density of colonies in peanut meal was expressed as CFU/g. Then, strain density data in peanut meal was log-transformed before analysis.
The elimination ratio of AFB1 was obtained by comparing AFB1 in peanut meal and fermented peanut meal according to Equation (2). The figures were drawn using GraphPad Prism software (version 9.1.1, GraphPad Software, San Diego, CA, USA). Statistical analysis was performed by one-way analysis of variance (ANOVA) followed by Duncan’s multiple range test using SPSS Statistics software (version, 29.0, SPSS Inc., Chicago, IL, USA). Different lowercase letters indicated significant differences with a confidence interval of 95%, while the same lowercase letters indicated insignificant differences (p > 0.05). This analysis method visualized the differences in the removal ratio of AFB1 under different levels of the same single factor, making the conclusions clearer.
Design Expert software (version 8.0.6, Stat-Ease, Beijing, China) was used for the design and data analysis of the response surface experiment. A quadratic regression model was established followed by a significance analysis of the model and the dependent variables involved (
Table 3). Three confidence intervals were respectively set, namely 95%, 99% and 99.9%. When
p < 0.05, the difference was significant and indicated by “*”. When
p < 0.01, the difference was highly significant and represented by “**”. When
p < 0.001, the difference was extremely significant and represented by “***”. This analysis method can evaluate the degree of influence of the three independent variables (time, inoculation quantity and temperature) on the dependent variable, namely removal ratio of AFB
1. The more significant the difference, the greater the impact.
Contour lines and response surfaces were drawn using Origin software (version 2017, OriginLab, MA, USA). The steepness of the graph indicated the impact of the interaction of two factors on the removal ratio of AFB1.