Prebiotic Potential of Xylooligosaccharides Derived from Corn Cobs and Their In Vitro Antioxidant Activity When Combined with Lactobacillus
Prebiotic Potential of Xylooligosaccharides Derived from Corn Cobs and Their In Vitro Antioxidant Activity When Combined with Lactobacillus
Journal of Microbiology and Biotechnology. 2015. Jul, 25(7): 1084-1092
Copyright © 2015, The Korean Society For Microbiology And Biotechnology
  • Received : January 12, 2015
  • Accepted : March 03, 2015
  • Published : July 28, 2015
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About the Authors
Xiuhua Yu
The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun 130021, P.R. China
Jianyuan Yin
School of Pharmaceutical Sciences, Jilin University, Changchun 130021, P.R. China
Lin Li
The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun 130021, P.R. China
Chang Luan
Institute of Agro-food Technology, Jilin Academy of Agricultural Sciences, Changchun 130033, P.R. China
Jian Zhang
Institute of Agro-food Technology, Jilin Academy of Agricultural Sciences, Changchun 130033, P.R. China
Chunfang Zhao
School of Pharmaceutical Sciences, Jilin University, Changchun 130021, P.R. China
Shengyu Li
Institute of Agro-food Technology, Jilin Academy of Agricultural Sciences, Changchun 130033, P.R. China

In the present work, the in vitro prebiotic activity of xylooligosaccharides (XOS) derived from corn cobs combined with Lactobacillus plantarum , a probiotic microorganism, was determined. These probiotics exhibited different growth characteristics depending on strain specificity. L. plantarum S2 cells were denser and their growth rates were higher when cultured on XOS. Acetate was found to be the major short-chain fatty acid produced as the end-product of fermentation, and its amount varied from 1.50 to 1.78 mg/ml. The antimicrobial activity of XOS combined with L. plantarum S2 was determined against gastrointestinal pathogens. The results showed that XOS proved to be an effective substrate, enhancing antimicrobial activity for L. plantarum S2. In vivo evaluation of the influence of XOS and L. plantarum S2, used both alone and together, on the intestinal microbiota in a mouse model showed that XOS combined with L. plantarum S2 could increase the viable lactobacilli and bifidobacteria in mice feces and decrease the viable Enterococcus, Enterobacter , and Clostridia spp. Furthermore, in the in vitro antioxidant assay, XOS combined with L. plantarum S2 possessed significant 2,2-diphenyl-1-picrylhydrazyl, 2,2’-azino- bis , and superoxide anion radical-scavenging activities, and the combinations showed better antioxidant activity than either XOS or L. plantarum S2 alone.
A prebiotic is defined as a“non-digestible food ingredient that beneficially affects the host by selectively stimulating the growth and/or activity of one or a limited number of bacteria in the colon” [26] . Many oligosaccharides have been reported to possess prebiotic properties, such as fructooligosaccharides, galactooligosaccharides, and inulin [12] . Among them, xylooligosaccharides (XOS) derived from a variety of xylan-containing raw materials have been proposed as excellent candidates for new-generation prebiotics [15] . XOS are indigestible by gastric or pancreatic enzymes but can be utilized by a select group of beneficial gut microflora for their many beneficial physiological properties, including improving bowel function, increasing mineral absorption, reducing the risk of colon cancer, and helping to control type 2 diabetes mellitus [22] . In addition, diets supplemented with XOS provide antioxidant activity, antibacterial properties, antiallergic activity, anti-inflammatory properties, and positive effects on the immune system [29 , 30] .
Both in vitro and in vivo studies have shown XOS to be capable of imparting prebiotic effects when fermented by specific beneficial bacteria, such as lactic acid bacteria and Bifidobacterium spp. [25] . These microorganisms are known as “probiotics,” and have been reported to have health-promoting properties, such as stimulating the immune system, balancing intestinal flora, reducing serum cholesterol, and reducing the risk of tumors. In addition, they are known to act as antioxidants and to slow the aging process [20] .
Corn cobs are a major byproduct of maize processing and are available in enormous quantities worldwide. Recent studies have shown that an important part of the hemicelluloses present in corn cobs could be recovered as prebiotic XOS by enzymatic or chemical methods [11] ; however, XOS derived from corn cobs as active prebiotic components have not yet been effectively exploited. Very few reports mention that XOS derived from corn cobs appear to have a potential prebiotic effect on lactobacilli [14 , 21] . The aim of this work was to determine the in vitro prebiotic activity of XOS derived from corn cobs using the probiotic microorganism Lactobacillus plantarum . In addition, the potential in vitro antioxidant activities of combining XOS with L. plantarum were also determined.
Materials and Methods
- Materials
Commercial XOS derived from corn cobs were purchased from Qingdao Century Longlive International Trade Co., Ltd. (Shandong, China) and was >90% pure. The degrees of polymerization of the XOS mixture ranged from xylobiose to xylohexaose. All chemicals were purchased from Sigma-Aldrich Co., Inc. (St. Louis, MO, USA). Bacterial culture media and other additives were obtained from Oxoid (Poland).
- Bacterial Strains and Culture Conditions
Lactobacillus strains Lb1, B72, QH25-1, C88, Sc52, YNF-5, S62, S2, S56, and Ml 12-2-2 were used in the present study. All strains were isolated from traditional Chinese fermented foods and identified as L. plantarum by API 50 CHL kit (bioMérieux Inc., Marcy l’Etoile, France) and 16S rDNA sequencing analysis. Stock cultures of each strain were maintained in MRS medium with 20% glycerol and stored at -80℃.
Before the fermentation trials, L. plantarum strains were precultured in semi-defined medium (SDM) broth that contained the following (in grams per liter): 20.0 g glucose, 2.0 g ammonium citrate, 5.0 g sodium acetate, 0.1 g MgSO 4 ·7H 2 O, 0.05 g MnSO 4 , 2.0 g K 2 HPO 4 , 5.0 g yeast nitrogen base (Difco), 10 g Bacto casitone (Difco), and 1.0 ml of Tween 80, adjusted to pH 6.6 with 1.0 M acetic acid [5] . Testing media were made by supplementing sterilized carbohydrate-free SDM with XOS (filter-sterilized using 0.2 mm filters) at final concentrations of 0.5% (w/v). SDM with glucose (0.5% (w/v)) was used as a positive control, and carbohydrate-free SDM served as a negative control.
The bacterial pathogens used were Escherichia coli CMCC44825, Salmonella typhimurium CMCC50115, Shigella flexneri CMCC51061, and Staphylococcus aureus CMCC2607. All bacterial pathogens were reactivated in Luria–Bertani (LB) broth.
- Prebiotic Effect onL. plantarum
To study the prebiotic activity of XOS on L. plantarum strains, 50 µl of overnight cultures of all strains (1 × 10 6 cells/ml) were inoculated into 5.0 ml of different testing media. The bacteria were cultured anaerobically at 37℃ for 12 h in anaerobic jars. Growth was assessed by determining the OD 600 values at 2.0 h intervals. The pH changes were determined using a Sartorius PB-10 pH meter (Germany). All measurements were performed twice in triplicate parallels.
- Short-Chain Fatty Acid Analysis
The concentrations of short chain fatty acids (SCFAs) were determined using a modification of the gas chromatography (GC) method described by Schneider et al. [23] . Samples of supernatants (2.0 ml) from the fermentation broths were run through 0.22 mm filters. Then 0.4 ml of 50% (v/v) sulfuric acid and 2.0 ml of diethyl ether were added to the samples. The samples were mixed at room temperature for 45 min with an orbital shaker (250 rpm), and centrifuged at 10,000 × g for 5 min at 4℃, after which the supernatants were dehydrated with anhydrous calcium chloride. After centrifugation, the supernatants were analyzed by GC using a DB-FFAP column (60 m × 0.25 mm, ID 0.25 mm; Supelco, Inc., Bellefonte, PA, USA). To perform GC, helium was used as the carrier and the makeup gas, with a flow rate of 2.0 ml/min. The injection temperature was 250℃. The SCFA (acetic, propionic, butyric, isobutyric, butyric, valeric, isovaleric, and lactic acids) concentrations were automatically calculated from the areas of the resulting peaks using the Star Chromatography Work Station program (ver. 5.5), which was connected online to the flame ionization detector.
- Antibacterial Activity
The modified method of Pan et al. [18] was used for screening antimicrobial activity against a variety of bacterial pathogens. The selected L. plantarum S2 strain was grown in MRS broth containing 0-6 g/l XOS at 37℃ for 12 h. The cultures were centrifuged at 10,000 × g for 10 min at 4℃, and the supernatants were neutralized to pH 6.2 with 1.0 M NaOH, added to a sterile solution of catalase (1,000 U/ml; Sigma-Aldrich, Co., Inc., St. Louis, MO, USA), and filter-sterilized through a 0.22 mm millipore membrane filter (Millipore, Billerica, MA, USA). Aliquots (50 µl) of the cell-free supernatants were poured into 8 mm wells previously made on LB agar plates coated with the test pathogens. The agar was then cultured overnight at 37℃ under anaerobic conditions. The diameter of the inhibition zone surrounding the wells was then measured and scored as follows: a diameter of 8 mm equals no inhibition (–); between 0 and 3 mm, weak (+); between 3 and 6 mm, good (++); and >6 mm, strong (+++). All assay experiments for inhibitory activity were performed in triplicate.
- Regulatory Effect on the Intestinal Flora in a Mice Model
To evaluate the regulatory effect of XOS and the L. plantarum strain on the intestinal flora in mice, 5-week-old Kunming male mice were used. Mice were divided randomly into five groups of 20 mice each and fed by oral gavage. Mice in group 1 (control) received 0.4 ml of PBS (phosphate-buffered saline), those in group 2 were fed 0.4 ml of PBS containing 5.0 g/l XOS, and those in groups 3 were given 0.4 ml of PBS containing 5.0 g/lXOS mixed with 0.4 ml of L. plantarum S2 at a cell concentration of 1.0 × 10 9 CFU/ml. After 14 days, oral gavage was stopped and the mice were fed a basal diet for another 7 days. At 0, 7, 14, 16, and 21 days, four mice in each group were killed by cervical dislocation, and fresh stool samples from the rectum were collected, serially diluted, and plated on LBS, MRS + NNLP, VRBDA (violet red bile dextrose agar), BEA (bile esculin azide), and TSC (tryptose sulfite cycloserine) agar to estimate the number of viable lactobacilli, bifidobacteria, Enterobacter spp., enterococci, and Clostridium perfringens , respectively [19] . The plates were incubated at 37℃ for 24 or 48 h. The results are reported as log 10 CFU/g stool sample. All measurements were performed twice in triplicate parallels.
- Assay ofIn VitroAntioxidant Activity
Scavenging of 2,2-diphenyl-1-picrylhydrazyl free radical. 2,2-Diphenyl-1-picrylhydrazyl (DPPH) radical scavenging activity was measured using the method described by Kao and Chen [4] with some modifications. Briefly, 1.0 ml of XOS samples at different concentrations (0.5-4 mg/ml) containing the same volume of L. plantarum S2 (10 10 CFU/ml) cell pellet was added to 2.0 ml of ethanolic DPPH radical solution (0.05 mM). The mixture was shaken vigorously and incubated at room temperature in the dark for 30 min. The controls comprised only deionized water and DPPH solution. The blanks contained only ethanol and the cells. The absorbance of the resulting solution was measured in triplicate at 517 nm after centrifugation at 8,000 × g for 10 min. The scavenging ability was defined as
  • Scavenging activity (%) = [1 - (Asample- Ablank)/Acontrol] × 100.
Scavenging activity on ABTS radical. The ABTS (2,2’-azino bis -3-ethylbenzthiazoline-6-sulfonate) radical scavenging activity of the samples was assessed using a reported procedure [28] with some modifications. The ABTS radical cation (ABTS •+ ) was chemically produced by mixing 2.45 ml of ABTS solution (7 mM) with an equal volume of potassium persulfate (15 mM) and incubating the mixtures in the dark at room temperature for 16 h. After incubation, the ABTS •+ solution was diluted to an absorbance of 0.7 ± 0.01 at 734 nm. Then, 2.5 ml of ABTS •+ solution was added to 0.5 ml of XOS sample solution at various concentrations (0.5-4.0 mg/ml) containing the same volume of L. plantarum S2 (10 10 CFU/ml) cell pellet. After reaching room temperature and remaining there for 6 min, the absorbance readings were taken at 734 nm. Ascorbic acid was included as a positive control. Then, scavenging activity on the ABTS radical was calculated using the following equation:
  • Scavenging effect (%) = [1 - (Abs. of sample - Abs. of blank)/Abs. of control] × 100
- Chelating Effect on Ferrous Ion
The ferrous ion chelating ability was assessed according to the method reported by Ma et al. [8] with minor modifications. One-milliliter XOS samples of different concentrations (0.5-4.0 mg/ml) containing the same volume of L. plantarum S2 (10 10 CFU/ml) cell pellet were mixed with FeCl 2 (0.05 ml, 2 mM) and ferrozine (0.2 ml, 5.0 mM), shaken well, left to rest for 10 min at room temperature, and centrifuged at 8,000 × g for 10 min. The absorbance of the resulting supernatant was determined at 562 nm. The ferrous ion chelating activity was calculated using the following equation:
  • Chelating ability (%) = [1 - (Ao- As)/A] × 100
where A o is the absorbance of the reaction solution, As is the absorbance of the solution (1.0 ml sample and 2.5 ml distilled water), and A is the absorbance of the solution with distilled water instead of a sample.
- Statistical Analysis
Analysis of variance using the Statistica 6.0 software was used to assess the data. Mean values were compared using the Tukey’s test ( p < 0.05). All data are presented as the mean ± standard deviation.
Results and Discussion
- Prebiotic Activity
The growth profiles of 10 L. plantarum strains in SDM supplemented with an XOS-rich fraction generated from a byproduct of the corn processing industry are shown in Table 1 . All the bacterial strains tested readily used XOS derived from corn cobs, as indicated by the increase in turbidity of the culture broth and the liberation of SCFAs. When grown with 0.5 g/l XOS, the OD 600 of all strains exceeded 0.6 after 12 h of fermentation, whereas in the medium without any carbohydrate, the OD 600 never exceeded 0.2 (data not shown). L. plantarum S2 was the probiotic whose growth was the most stimulated by the presence of the prebiotic XOS, although the growth of strains S56 and Lb1 was also stimulated; hence, it was concluded that XOS was the preferred substrate, which is consistent with the reports of several authors, who observed a clear beneficial effect of this prebiotic on the viability of Lactobacillus strains [14 , 18] . Similar results were also reported that XOS derived from water-extractable polysaccharides in Bengal gram husk and wheat bran stimulated the growth of lactobacilli [9] . In addition, our present studies indicated that different strains of L. plantarum possessed various growth profiles, which was probably a result of the differences in xylanase activity in the hydrolysis of XOS.
Prebiotic effect of xylooligosaccharides derived from corn cobs on strains ofL. plantarum.
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Prebiotic effect of xylooligosaccharides derived from corn cobs on strains of L. plantarum.
- Short-Chain Fatty Acids
Fermentation of non-digestible oligosaccharides by select colonic bacteria results in the production of lactate and SCFAs such as acetate, propionate, and butyrate. Intestinal generation of SCFAs lowers the pH, increases the bioavailability of calcium and magnesium, and prevents the overgrowth of pathogenic bacteria in the intestine. Table 2 shows the concentration of lactic acid and SCFAs in the medium at the end of the fermentation process. The L. plantarum strains produced SCFAs in different proportions in all the cultures inoculated with XOS as a carbon source after 12 h of fermentation. The amount of total SCFAs produced varied for individual strains. Among the lactobacilli, L. plantarum S2 produced the highest concentration of total organic acids (5.64 mg/ml), whereas L. plantarum B72 produced the lowest (4. 42 mg/ml). Acetate was the chief SCFA produced and its amount varied from 30% to 35%. L. plantarum S2 produced the highest amount of acetate and lactic acid (1.78 and 2.18 mg/ml, respectively). Similar results were reported by Moura et al. [13 , 14] , who assessed the acetogenic potential of various types of XOS in media inoculated with an intestinal disease from porcine gut; whereas Connolly et al. [1] observed that acetic acid was the dominant SCFA produced in fecal fermentation using konjac glucomannan hydrolysate as a carbon source. Among SCFAs, butyrate is particularly important because it provides energy for colonocytes, stimulates colon epithelial cells (increasing their absorptive capacity), and inhibits the growth of colonic carcinoma cells in vitro and in vivo [3] . Our results are consistent with those of previous studies. Minor amounts of propionic acid, isobutyric acid, valeric acid, and isovaleric acid were found in the fermentation media containing other strains; therefore, after consideration of the results of the fermentation and SCFA profiles, L. plantarum S2 was chosen for further investigation.
Short-chain fatty acid production byL. plantarumstrains after xylooligosaccharide fermentation.
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Short-chain fatty acid production by L. plantarum strains after xylooligosaccharide fermentation.
- Antimicrobial Effects of XOS
The antimicrobial activity of the cell-free L. plantarum S2 supernatant fermented with XOS was detected using the well-diffusion method. As shown in Table 3 , L. plantarum S2 grown in MRS broth alone was found to have potent inhibitory effects against the bacteria tested in this study. After addition of XOS in the MRS broth, the antimicrobial activity of L. plantarum S2 increased remarkably against the four pathogens. The addition of cell-free L. plantarum S2 supernatant with corn cob XOS showed strong antibacterial activities against S. flexneri and E. coli compared with those of S. aureus and S. typhimurium . L. plantarum S2 grown in MRS broth containing XOS exhibited inhibition zones when the pH values were adjusted to 6.6 and catalase solutions were added, indicating that the antagonistic activities of this strain originated from alternative or simultaneous acid and hydrogen peroxide (H 2 O 2 ) inhibition. These results suggested that XOS promoted the proliferation of beneficial bacteria and increased the production of the antimicrobial substances in the cell-free supernatant, including organic acids, H 2 O 2 , bacteriocins, low-molecular-mass peptides, and other composites [10] .
Antibacterial activity ofL. plantarumS2 grown in MRS broth containing xylooligosaccharides, measured by well-diffusion assay against pathogens.
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Note: Symbols refer to the size of the inhibition zone diameter observed with growing cells: +, 0-3 mm; ++, 3-6 mm; +++, larger than 6 mm.
- Modulation of the Intestinal Microbiota
Evidence from human feeding trials, animal models, and in vitro modeling systems has shown that prebiotics affect the composition of gut microbiota, leading to an increase in health-promoting organisms, such as bifidobacteria and lactobacilli [7 , 20] . Using the experimental model in this study, the administration of XOS from corn cobs and its combination with L. plantarum S2 selectively increased the number of both lactobacilli and bifidobacteria in the fecal samples of mice within 2 weeks ( Figs. 1 A and 1 B), whereas the number of Enterococcus, Enterobacter , and Clostridia spp. ( Figs.1 C, 1 D, and 1 E) was significantly reduced. The addition of L. plantarum S2 increased total probiotic bacteria throughout the administration ( p < 0.05). After 2 weeks, the number of lactobacilli and bifidobacteria in the fecal samples decreased, while the number of E. coli and Enterococcus and Clostridia spp. increased. In mice at 21 days, no difference was observed in the number of E. coli and Enterococcus spp., or between the group with XOS or the group with a combination of XOS with L. plantarum S2 and the control group.
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Effects of xylooligosaccharides (XOS) derived from corn cobs, L. plantarum S2, and their combination on the intestinal flora of mice, including lactobacilli (A), bifidobacteria (B), Enterobacter (C), enterococci (D), and Clostridium perfringens (E). Control group means the control; XOS means xylooligosaccharides; XOS+S2 means xylooligosaccharides + L. plantarum S2.
A recent study assessed the combined effects of a prebiotic and Bacillus subtilis on improving disease resistance by enhancing the immunity of fish [31] . Likotrafiti et al. [7] also showed that the elderly gut microbiota can be modulated in vitro with the appropriate pro-, pre-, and synbiotics. The presence of XOS combined with L. plantarum S2 increased Bifidobacterium spp. and Lactobacillu s spp. in the mouse gut. Higher counts of intestinal bifidobacteria and lactobacilli in the groups containing XOS combined with L. plantarum S2 might be explained by the fact that XOS could not be digested by human enzymes, preventing it from being used by most intestinal microbiota except probiotic species. In contrast, XOS combined with L. plantarum S2 significantly decreased E. coli and Clostridium spp. counts; the Enterococcus spp. counts showed only a slight decrease. Although XOS consumption decreased pathogenic bacteria in the mice colons, XOS did not have any antibacterial effect on either E. coli or E. faecalis during the in vitro assay (data not shown), which suggests that other components of the gut environment helped increase the beneficial bacteria that consumed XOS by altering the acidity of the environment.
- In VitroAntioxidant Activity
The DPPH radical scavenging activity of XOS, L. plantarum S2, and their combination is shown in Fig. 2 A and compared with ascorbic acid as the control standard. Their scavenging abilities correlated well with increasing concentrations. Among the tested samples, XOS combined with L. plantarum S2 had better DPPH radical scavenging activity than XOS or L. plantarum S2 alone. Both XOS and L. plantarum S2 could scavenge DPPH radical, and the maximum inhibition values of XOS and L. plantarum S2 were 65.29% and 77.34%, respectively. L. plantarum S2 has a greater scavenging capacity than XOS at all the test concentrations.
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Antioxidant activities of xylooligosaccharides derived from corn cobs, L. plantarum S2, and their combination on DPPH radical scavenging activity (A), ABTS radical scavenging activity (B), and chelating effect on ferrous ions (C). -●- Control group: ascorbic acid; -○- XOS means xylooligosaccharide, -▼- XOS+S2 means xylooligosaccharide + L. plantarum S2; -△- S2 means L. plantarum S2.
The ABTS radical scavenging activity of XOS, L. plantarum S2, and their combination was evident at all test concentrations, but lower than that of ascorbic acid ( Fig.2 B). The scavenging effect increased with the increase in concentration up to 4.0 mg/ml. The highest ABTS radical scavenging activities were 59.38%, 65.48%, and 79.71% for XOS, L. plantarum S2, and their combination, respectively, at a concentration of 4.0 mg/ml. XOS combined with L. plantarum S2 showed stronger ABTS radical scavenging activity than XOS or L. plantarum S2 alone at the range of 0.5–4.0 mg/ml.
As shown in Fig. 2 C, the metal chelating activity of XOS, L. plantarum S2, and their combination increased with increasing concentration. The chelating ability of the XOS on ferrous ion was weaker than that of ascorbic acid. XOS combined with L. plantarum S2 showed higher chelating obilities with chelation of 86.19% at a concentration of 4.0 mg/ml containing L. plantarum S2 (10 10 CFU/ml), but it was lower than that of ascorbic acid.
Antioxidant activities have had different reaction mechanisms, including reductive capacity, total antioxidant capacity, scavenging free radicals, and inhibiting lipid peroxidation [17] . In this experiment, XOS, L. plantarum S2, and their combination were assayed by various methods such as DPPH, metal chelating ability, and ABTS radical scavenging activity, which was compared with a control of ascorbic acid. The antioxidant properties of XOS, L. plantarum S2, and their combination were better than the control activity; however, XOS combined with L. plantarum S2 showed higher DPPH, metal chelating ability, and ABTS radical scavenging activity compared to the use of XOS or L. plantarum S2 alone. The results support a synergistic antioxidant effect of XOS derived from corn cobs in combination with L. plantarum S2 ( Figs. 2 A– 2 C). The results suggest that the antioxidant properties of this combination were substantially superior to the sum of the individual antioxidant effects, and these interactions can enhance the antioxidant effectiveness of natural antioxidants. Previous studies showed that natural antioxidants exist in nature in combination, and a combination of different antioxidants might act additively and even synergistically. For example, Li et al. [6] reported that the ethyl acetate extract of herb pairs showed a more significant synergistic effect in antioxidant capacity than the extract of single herbs. Wang et al. [27] also found that food mixtures in the in vitro antioxidant systems had a significant synergistic effect on attenuating H 2 O 2 -mediated cell damage under co-incubation conditions. In the present study, we found a similar effect resulting from differences in the hydrophilic/hydrophobic characterization of the antioxidants; however, the synergistic effect of an antioxidant was shown to be dependent on the type of antioxidant and its concentration [2 , 16 , 24] .
In conclusion, XOS derived from corn cobs exhibited prebiotic properties, which included antimicrobial effects, the generation of SCFAs, regulatory effects on intestinal flora, and the capability to stimulate the growth of L. plantarum . Furthermore, a combination of XOS and L. plantarum S2 exhibited strong in vitro antioxidant activities. Thus, XOS derived from corn cobs are a potential source of prebiotics that could be used as an ingredient in functional foods and nutraceutical products.
This work was financially supported by grants from the Natural Science Foundation for Youth (31201394), The Earmarked Fund for Modern Agro-industrial Technology Research Systems in China (CARS-37), National Public Benefit Research (Agriculture) Foundation (201303085), Jilin Agricultural Innovation Project and “Twelfth Five” scientific and technological research projects from Jilin Provincial Department of Education.
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