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References

  1. Azad MAK, Sarker M, Li T, Yin J. 2018. Probiotic species in the modulation of gut microbiota: An overview. BioMed Res. Int. 2018: 9478630.
    Pubmed PMC CrossRef
  2. Nishida S, Ono Y, Sekimizu K. 2016. Lactic acid bacteria activating innate immunity improve survival in bacterial infection model of silkworm. Drug Discov. Ther. 10: 49-56.
    Pubmed CrossRef
  3. Alvarez-Sieiro P, Montalbán-López M, Mu D, Kuipers OP. 2016. Bacteriocins of lactic acid bacteria: extending the family. Appl. Microbiol. Biotechnol. 100: 2939-2951.
    Pubmed PMC CrossRef
  4. Didari T, Solki S, Mozaffari S, Nikfar S, Abdollahi M. 2014. A systematic review of the safety of probiotics. Expert Opin. Drug Saf. 13: 227-239.
    Pubmed CrossRef
  5. Wasilewski A, Zielinska M, Storr M, Fichna J. 2015. Beneficial effects of probiotics, prebiotics, synbiotics, and psychobiotics in inflammatory bowel disease. Inflamm. Bowel Dis. 21: 1674-1682.
    Pubmed CrossRef
  6. Reid G, Burton J. 2002. Use of Lactobacillus to prevent infection by pathogenic bacteria. Microbes Infect. 4: 319-324.
    Pubmed CrossRef
  7. Bamgbose T, Iliyasu AH, Anvikar AR. 2021. Bacteriocins of lactic acid bacteria and their industrial application. Curr. Top. Lact. Acid Bact. Probiotics 7: 1-13.
    CrossRef
  8. Velraeds MM, van de Belt-Gritter B, van der Mei HC, Reid G, Busscher HJ. 1998. Interference in initial adhesion of uropathogenic bacteria and yeasts to silicone rubber by a Lactobacillus acidophilus biosurfactant. J. Med. Microbiol. 47: 1081-1085.
    Pubmed CrossRef
  9. Perez Montoro B, Benomar N, Caballero Gomez N, Ennahar S, Horvatovich P, Knapp CW, et al. 2018. Proteomic analysis of Lactobacillus pentosus for the identification of potential markers involved in acid resistance and their influence on other probiotic features. Food Microbiol. 72: 31-38.
    Pubmed CrossRef
  10. Lyu C, Zhao W, Peng C, Hu S, Fang H, Hua Y, et al. 2018. Exploring the contributions of two glutamate decarboxylase isozymes in Lactobacillus brevis to acid resistance and gamma-aminobutyric acid production. Microb. Cell Fact. 17: 180.
    Pubmed PMC CrossRef
  11. Wang C, Cui Y, Qu X. 2018. Mechanisms and improvement of acid resistance in lactic acid bacteria. Arch. Microbiol. 200: 195-201.
    Pubmed CrossRef
  12. Khalil ES, Abd Manap MY, Mustafa S, Alhelli AM, Shokryazdan P. 2018. Probiotic properties of exopolysaccharide-producing Lactobacillus strains isolated from tempoyak. Molecules 23: 398.
    Pubmed PMC CrossRef
  13. Dertli E, Mayer MJ, Narbad A. 2015. Impact of the exopolysaccharide layer on biofilms, adhesion and resistance to stress in Lactobacillus johnsonii FI9785. BMC Microbiol. 15: 8.
    Pubmed PMC CrossRef
  14. Murthy HN, Georgiev MI, Kim YS, Jeong CS, Kim SJ, Park SY, et al. 2014. Ginsenosides: prospective for sustainable biotechnological production. Appl. Microbiol. Biotechnol. 98: 6243-6254.
    Pubmed CrossRef
  15. Chopra P, Chhillar H, Kim Y-J, Jo IH, Kim ST, Gupta R. 2021. Phytochemistry of ginsenosides: recent advancements and emerging roles. Crit. Rev. Food Sci. Nutr. 63: 630-638.
    Pubmed CrossRef
  16. Park SE, Na CS, Yoo SA, Seo SH, Son HS. 2017. Biotransformation of major ginsenosides in ginsenoside model culture by lactic acid bacteria. J. Ginseng Res. 41: 36-42.
    Pubmed PMC CrossRef
  17. Kim YR, Yang CS. 2018. Protective roles of ginseng against bacterial infection. Microb. Cell 5: 472-481.
    Pubmed PMC CrossRef
  18. Wang L, Huang Y, Yin G, Wang J, Wang P, Chen ZY, et al. 2020. Antimicrobial activities of Asian ginseng, American ginseng, and notoginseng. Phytother. Res. 34: 1226-1236.
    Pubmed CrossRef
  19. Mo SJ, Nam B, Bae CH, Park SD, Shim JJ, Lee JL. 2021. Characterization of novel Lactobacillus paracasei HY7017 capable of improving physiological properties and immune enhancing effects using red ginseng extract. Fermentation 7: 238.
    CrossRef
  20. Kim H, Lee YS, Yu HY, Kwon M, Kim KK, In G, et al. 2022. Anti-inflammatory effects of Limosilactobacillus fermentum KGC1601 isolated from Panax ginseng and its probiotic characteristics. Foods 11: 1707.
    Pubmed PMC CrossRef
  21. Zheng J, Wittouck S, Salvetti E, Franz CM, Harris HM, Mattarelli P, et al. 2020. A taxonomic note on the genus Lactobacillus: Description of 23 novel genera, emended description of the genus Lactobacillus Beijerinck 1901, and union of Lactobacillaceae and Leuconostocaceae. Int. J. Syst. Evol. Microbiol. 70: 2782-2858.
    Pubmed CrossRef
  22. Liu B, Zheng D, Zhou S, Chen L, Yang J. 2022. VFDB 2022: a general classification scheme for bacterial virulence factors. Nucleic Acids Res. 50: D912-D917.
    Pubmed PMC CrossRef
  23. Florensa AF, Kaas RS, Clausen P, Aytan-Aktug D, Aarestrup FM. 2022. ResFinder - an open online resource for identification of antimicrobial resistance genes in next-generation sequencing data and prediction of phenotypes from genotypes. Microb. Genom. 8: 000748.
    Pubmed PMC CrossRef
  24. FEEDAP. 2012. Guidance on the assessment of bacterial susceptibility to antimicrobials of human and veterinary importance. EFSA J. 10: 2740.
    CrossRef
  25. Livak KJ, Schmittgen TD. 2001. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 25: 402-408.
    Pubmed CrossRef
  26. Schmittgen TD, Livak KJ. 2008. Analyzing real-time PCR data by the comparative C(T) method. Nat. Protoc. 3: 1101-1108.
    Pubmed CrossRef
  27. Tallon R, Bressollier P, Urdaci MC. 2003. Isolation and characterization of two exopolysaccharides produced by Lactobacillus plantarum EP56. Res. Microbiol. 154: 705-712.
    Pubmed CrossRef
  28. Zhang Y, Dai X, Jin H, Man C, Jiang Y. 2021. The effect of optimized carbon source on the synthesis and composition of exopolysaccharides produced by Lactobacillus paracasei. J. Dairy Sci. 104: 4023-4032.
    Pubmed CrossRef
  29. Doron S, Snydman DR. 2015. Risk and safety of probiotics. Clin. Infect. Dis. 60: S129-134.
    Pubmed PMC CrossRef
  30. Wassenaar TM, Zschuttig A, Beimfohr C, Geske T, Auerbach C, Cook H, et al. 2015. Virulence genes in a probiotic E. coli product with a recorded long history of safe use. Eur. J. Microbiol. Immunol. 5: 81-93.
    Pubmed PMC CrossRef
  31. Dlamini ZC, Langa RLS, Aiyegoro OA, Okoh AI. 2019. Safety evaluation and colonisation abilities of four lactic acid bacteria as future probiotics. Probiotics Antimicrob. Proteins 11: 397-402.
    Pubmed CrossRef
  32. EFSA. 2007. Introduction of a Qualified Presumption of Safety (QPS) approach for assessment of selected microorganisms referred to EFSA - Opinion of the Scientific Committee. EFSA J. 5: 587.
    CrossRef
  33. Abriouel H, Casado Munoz MDC, Lavilla Lerma L, Perez Montoro B, Bockelmann W, Pichner R, et al. 2015. New insights in antibiotic resistance of Lactobacillus species from fermented foods. Food Res. Int. 78: 465-481.
    Pubmed CrossRef
  34. Yang SY, Chae SA, Bang WY, Lee M, Ban OH, Kim SJ, et al. 2021. Anti-inflammatory potential of Lactiplantibacillus plantarum IDCC 3501 and its safety evaluation. Braz. J. Microbiol. 52: 2299-2306.
    Pubmed PMC CrossRef
  35. Ban OH, Oh S, Park C, Bang WY, Lee BS, Yang SY, et al. 2020. Safety assessment of Streptococcus thermophilus IDCC 2201 used for product manufacturing in Korea. Food Sci. Nutr. 8: 6269-6274.
    Pubmed PMC CrossRef
  36. Chaiongkarna A, Dathonga J, Phatvejb W, Samana P, Kuanchaa C, Chatanona L, et al. 2019. Characterization of prebiotics and their synergistic activities with Lactobacillus probiotics for β-glucuronidase reduction. Sci. Asia 45: 538.
    CrossRef
  37. Lee BS, Ban O-H, Bang WY, Chae SA, Oh S, Park C, et al. 2021. Safety assessment of Lactobacillus reuteri IDCC 3701 based on phenotypic and genomic analysis. Ann. Microbiol. 71: 10.
    CrossRef
  38. Yuan Y, Feng Z, Wang J. 2020. Vibrio vulnificus hemolysin: Biological activity, regulation of vvhA expression, and role in pathogenesis. Front. Immunol. 11: 599439.
    Pubmed PMC CrossRef
  39. Prester L. 2011. Biogenic amines in fish, fish products and shellfish: a review. Food Addit. Contam. Part A Chem. Anal. Control Expo. Risk Assess. 28: 1547-1560.
    Pubmed CrossRef
  40. Caggianiello G, Kleerebezem M, Spano G. 2016. Exopolysaccharides produced by lactic acid bacteria: from health-promoting benefits to stress tolerance mechanisms. Appl. Microbiol. Biotechnol. 100: 3877-3886.
    Pubmed CrossRef
  41. Fukao M, Zendo T, Inoue T, Nakayama J, Suzuki S, Fukaya T, et al. 2019. Plasmid-encoded glycosyltransferase operon is responsible for exopolysaccharide production, cell aggregation, and bile resistance in a probiotic strain, Lactobacillus brevis KB290. J. Biosci. Bioeng. 128: 391-397.
    Pubmed CrossRef
  42. Castro-Bravo N, Wells JM, Margolles A, Ruas-Madiedo P. 2018. Interactions of surface exopolysaccharides from Bifidobacterium and Lactobacillus within the intestinal environment. Front. Microbiol. 9: 2426.
    Pubmed PMC CrossRef
  43. Poon KK, Westman EL, Vinogradov E, Jin S, Lam JS. 2008. Functional characterization of MigA and WapR: putative rhamnosyltransferases involved in outer core oligosaccharide biosynthesis of Pseudomonas aeruginosa. J. Bacteriol. 190: 1857-1865.
    Pubmed PMC CrossRef
  44. Sarkar D, Sidhu M, Singh A, Chen J, Lammas DA, van der Sar AM, et al. 2011. Identification of a glycosyltransferase from Mycobacterium marinum involved in addition of a caryophyllose moiety in lipooligosaccharides. J. Bacteriol. 193: 2336-2340.
    Pubmed PMC CrossRef
  45. Bhawal S, Kumari A, Kapila S, Kapila R. 2021. Physicochemical characteristics of novel cell-bound exopolysaccharide from probiotic Limosilactobacillus fermentum (MTCC 5898) and its relation to antioxidative activity. J. Agric. Food Chem. 69: 10338-10349.
    Pubmed CrossRef

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Research article

J. Microbiol. Biotechnol. 2023; 33(4): 519-526

Published online April 28, 2023 https://doi.org/10.4014/jmb.2211.11029

Copyright © The Korean Society for Microbiology and Biotechnology.

Probiotic Characteristics and Safety Assessment of Lacticaseibacillus casei KGC1201 Isolated from Panax ginseng

Yun-Seok Lee1, Hye-Young Yu2, Mijin Kwon2, Seung-Ho Lee2, Ji-In Park4, Jiho Seo3*, and Sang-Kyu Kim2*

1Laboratory of Products, Korea Ginseng Corporation, Daejeon 34128, Republic of Korea
2Laboratory of Efficacy Research, Korea Ginseng Corporation, Daejeon 34128, Republic of Korea
3Laboratory of Analysis, Korea Ginseng Corporation, Daejeon 34128, Republic of Korea
4Science Instrumentation Assessment and Application Team, Korea Basic Science Institute (KBSI), Daejeon 34133, Republic of Korea

Correspondence to:Jiho Seo,            wishful@kgc.co.kr
Sang-Kyu Kim,     20100366@kgc.co.kr

Received: November 14, 2022; Revised: January 20, 2023; Accepted: January 25, 2023

Abstract

Panax ginseng is one of the most important herbal medicinal plants consumed as health functional food and can be fermented to achieve better efficacy. Lacticaseibacillus, one of the representative genera among lactic acid bacteria (LAB), has also been used as a probiotic material for health functional foods due to its beneficial effects on the human body. To achieve a synergistic effect by using these excellent dietary supplement ingredients together, a novel LAB strain was isolated from the root of 6-year-old ginseng. Through similarity analysis of 16S rRNAs and whole-genome sequences, the strain was confirmed as belonging to the genus Lacticaseibacillus and was named L. casei KGC1201. KGC1201 not only met all safety standards as food, but also showed excellent probiotic properties such as acid resistance, bile salt resistance, and intestinal adhesion. In particular, KGC1201 exhibited superior acid resistance through morphological observation identifying that the cell surface damage of KGC1201 was less than that of the L. casei type strain KCTC3109. Gene expression studies were conducted to elucidate the molecular mechanisms of KGC1201’s acid resistance, and the expression of the glycosyltransferase gene was found to be significantly elevated under acidic conditions. Exopolysaccharides (EPSs) biosynthesized by glycosyltransferase were also increased in KGC1201 compared to KCTC3109, which may contribute to better protection of KGC1201 cells from strong acidity. Therefore, KGC1201, with its increased acid resistance through molecular mechanisms and excellent probiotic properties, can be used in health functional foods to provide greater benefit to overall human health and well-being.

Keywords: Acid-resistance, exopolysaccharide, Lacticaseibacillus casei, ginseng, probiotics

Introduction

Probiotics are defined as live microorganisms that provide health benefits to the host when ingested in sufficient quantities, according to the Food and Agriculture Organization (FAO) and the World Health Organization (WHO) [1]. Lactic acid bacteria (LAB) are gram-positive, catalase-negative, non-spore-forming, and non-motile organisms [2], and include the genera Bifidobacterium, Carnobacterium, Enterococcus, Lactobacillus, Lactococcus, Leuconostoc, Oenococcus, Pediococcus, Streptococcus, and Tetragenococcus [3]. Among these, Lactobacillus and Bifidobacterium are most commonly used as probiotics [4], which can regulate human immunity [5] and inhibit the growth of pathogens in the gastrointestinal tract and urogenital organs [6]. These microorganisms also participate in intrinsic defense mechanisms by producing hydrogen peroxide, organic acids, diacetyl and bacteriocins [7], and releasing biosurfactants [8].

Effective probiotic microorganisms must be able to pass through the gastrointestinal tract and reach the small or large intestine alive. Gastric acidity reduces the survival rate of microorganisms, including pathogens, but beneficial bacteria that pass through the gastrointestinal tract must withstand acid stress in order to be used as probiotics [9]. Acid-resistance is strain-specific, and organisms can adapt in different ways to promote their survival in acidic environments [10]. The mechanisms associated with acid-resistance in LAB include biofilm formation, proton pump activity, alkaline material production, and neutralization by lactic acid fermentation [11]. Exopolysaccharides (EPSs), which are produced by several members of LAB, are involved in the formation of biofilms and contribute to protection against harsh environments such as the acidic conditions of the stomach [12, 13].

Panax ginseng is widely used in Asian countries, including Korea, as a medicinal plant, and its products are popular as health functional food around the world, including North America and Europe [14]. Ginsenosides, the most promising bioactive compounds of ginseng, can be converted into more biologically active forms containing a lesser number of sugar moieties through heating, acid treatment, enzymatic digestion, and microbial fermentation [15]. Nowadays, food-compatible microbes such as LAB are used to convert food-grade deglycosylated ginsenosides [16]. Therefore, using ginseng and LAB together as materials for health functional food can provide a synergistic effect that will help to improve overall health and well-being. Moreover, as Panax ginseng has been reported to have high antibacterial activity [17, 18], the isolation of potential probiotic strains derived from ginseng is of growing importance [19, 20].

In this study, the lactic acid bacterium Lacticaseibacillus casei KGC1201 (the taxonomic nomenclature of the genus Lactobacillus was revised to Lacticaseibacillus in April 2020) [21] was newly isolated from the root of Panax ginseng. We evaluated the safety and potential of KGC1201 as a probiotic and material for health functional food. We also investigated the genetic and functional characteristics of KGC1201, as well as the molecular mechanisms underlying the superior acid resistance of this strain.

Materials and Methods

Isolation and Identification of KGC1201

The strain was isolated from six-year-old ginseng (Panax ginseng) roots cultivated at the Korea Ginseng Corporation (KGC) ginseng experimental field (Korea). The collected ginseng roots were disinfected with 70%ethanol and 3% NaClO, and root sections were then fermented for five days at 37°C using purified water supplemented with 1.25% sucrose (w/v) and 2.5% glucose (w/v). The fermentation broth was inoculated into de Man, Rogosa, and Sharpe (MRS) agar medium (BD Difco, USA) with 0.5% CaCO3 (w/v), and incubated for 48–72 h at 37°C. For 16S ribosomal RNA (rRNA) gene sequencing of the colonies forming clear zones, the primers 27F (5¢-AGAGTTTGATCCTGGCTCAG-3¢) and 1492R (5¢-GGTTACCTTGTTACGACTT-3¢) were used. Whole-genome sequencing of KGC1201 was performed using an Illumina MiSeq 300 system with 2 × 300-bp paired-end reads using a 600-cycle sequencing kit (MiSeq Reagent Kit v3, CJ Bioscience, Inc., Korea). The assembled genome sequence of KGC1201 was compared with the L. casei type strain KCTC3109 genome (accession numbers: NZ_AP012544, NZ_AP012545 and NZ_AP012546) using EzBioCloud average nucleotide identity (ANI) calculator service (CJ Bioscience, https://www.ezbiocloud.net/tools/ani). The strain L. casei KGC1201 was deposited with the Korea Collection for Type Culture (KCTC, Korea) with the accession number KCTC14652BP.

Biochemical Properties

L. casei type strain KCTC3109 was acquired from the KCTC (Korea), and used for comparison of biochemical properties with KGC1201. The diluted cell pellets were loaded onto an API 50 CH test strip (bioMérieux, France), and incubated for 48 h at 37°C. The specific carbohydrates fermented by KGC1201 and KCTC3109 were determined by color change on the reagent strip. To investigate the effect of red ginseng extracts (RGEs) on the growth of KGC1201 and KCTC3109, 10 ml MRS broth was prepared containing either 0%, 1% and 2% RGE, and activated cells were inoculated with 1% (v/v) of each medium. The colonies were counted on an MRS agar medium for plate, and RGE effects were presented as relative values proportional to the number of colonies in RGE-free medium.

Antibiotic Resistance and Virulence Factors

The virulence factors database (VFDB; version 2020.02.13; http://www.mgc.ac.cn/VFs/) was used to identify virulence genes by the BLASTn algorithm with conditions of identity > 70%, coverage > 70%, and E-value < 1E-5 [22]. The ResFinder database (version 4.1; https://cge.food.dtu.dk/services/ResFinder-4.1/) was used to detect antibiotic resistance genes with a threshold of > 90% for %ID and 60% for minimum length [23]. The minimum inhibitory concentration (MIC) test for eight antibiotics, including ampicillin, gentamicin, kanamycin, streptomycin, erythromycin, clindamycin, tetracycline, and chloramphenicol, were performed according to European Food Safety Authority (EFSA) guidelines [24]. Resistance of the strain to each antibiotic was measured using the E-test method with MIC strips (Liofilchem Inc., Italy).

Safety Assessments

To evaluate the enzymatic profile by APIzym, API ZYM kits (bioMérieux) were used. After culturing, L. casei KGC1201 was loaded onto API ZYM strips. Following incubation at 37°C for 3 h, ZYM-A, and ZYM-B reagents were added to each well of plates that were then left at room temperature for 5 min. The color change was observed to determine the corresponding enzyme activity. D-lactate production was evaluated by a D-/L-Lactate (Rapid) Assay Kit (Megazyme Ltd., Ireland). The absorbance of the mixture was measured at 340 nm, and the concentration of D-/L-lactate was calculated according to the manufacturer’s protocol. The hemolytic properties were assessed by the formation of clear zones around the colonies on sheep blood agar plates (KisanBio, Korea). Escherichia coli KCTC2441 purchased from the KCTC and Staphylococcus aureus NCTC10788 purchased from bioMerieux were used as positive controls of α-hemolysis and β-hemolysis, respectively. Biogenic amines were measured at 254 nm using HPLC (LC-NETI/ADC, UK) with a C18 column (ANPEL Laboratory analysis, Shanghai, China; 4.6 mm × 250 mm C18 column). Acetonitrile solution (67:33 dissolved in water) was used as mobile phase with a flow rate of 0.8 ml/min.

Bile Salt Resistance and Adhesion Ability to Intestinal Cells

Bile salt resistance was evaluated by comparing the survival rate of bacteria after bile salt exposure, using the following equation: survival rate (%) = [viable cells (log CFU/ml) / initial cells (log CFU/ml)] × 100. The cells were inoculated at 108 CFU/ml in PBS buffer (pH 7.4) with 0.1% (w/v) Oxgall (KisanBio) and cultured in MRS agar medium. The intestinal adhesion properties were evaluated using colonic epithelial cells (HT-29) cultured in RPMI 1640 medium (Hyclone, USA) containing 10% FBS (Hyclone) and 1% penicillin-streptomycin (Thermo Fisher Scientific, USA). The strains attached to the cells were removed using 0.05% trypsin-EDTA solution (w/v), and the number of bacteria was measured as follows: adhesion (%) = [viable cells (log CFU/mL) / initial cells (log CFU/ml)] × 100. All data were obtained from three independent experiments and expressed as mean ± standard error. Significant differences were determined using Student’s t-tests and indicated as * p < 0.05 and ** p < 0.01.

Acid Resistance

Acid resistance was evaluated by comparing the survival rate of bacteria after acid exposure and using the equation: survival rate (%) = [viable cells (log CFU/ml) / initial cells (log CFU/ml)] × 100. The cells were inoculated at 108 CFU/ml in PBS buffer adjusted to pH 2.0–2.5 using hydrochloric acid (HCl). Morphological characteristics in an acidic environment were analyzed using field emission scanning electron microscopy (FE-SEM; Hitachi S-4800, Japan). The SEM instrument was operated at an accelerating voltage of 3 kV with an emission beam current of 10 μA.

Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR)

The genome sequence of KCTC3109 was collected from the National Center for Biotechnology Information (NCBI). The primers for the acid resistance genes, such as H+/Cl exchange transporter, histidine kinase, and glycosyltransferase, as well as glyceraldehyde-3-phosphate dehydrogenase (GAPDH) as an internal control gene, were designed for qRT-PCR (Table S1). Total RNA was extracted from the cells of KGC1201 and KCTC3109 incubated with control (pH 7.4) or acidic (pH 2.0) PBS buffer for 3 h at 37°C. cDNA was then synthesized and amplified using the 7500 Fast Real-Time PCR System (Applied Biosystems, USA).The relative expressions and fold changes of acid resistance genes were quantified using the comparative CT method [25, 26]. The significances of the differences in relative gene expression levels of two biological and three technical replicates were evaluated using one-way ANOVA and the Tukey HSD test at a 95% confidence interval.

Purification of EPSs

EPSs were isolated and purified according to the method in previous study with some modifications [27]. The cell pellet and the cell-free supernatant were precipitated twice with 14% trichloroacetic acid (w/v) and 70%ethanol (v/v), respectively, and then dialyzed at 4°C for 1–2 days using an osmotic membrane (Spectra/Por molecular porous tubular dialysis membrane). The dialyzed EPSs derived from the cell pellet and the cell-free supernatant, respectively, were lyophilized at −80°C, and their quantity was measured by weighing.

Results and Discussion

Isolation and Identification of LAB from Ginseng

To isolate bacterial strains endogenous to ginseng, six-year-old ginseng roots were fermented using carbohydrates. A total of 243 colonies were isolated, and among them, 195 colonies formed clear zones in CaCO3-added MRS medium. Through 16S rRNA sequencing and comparison with the GenBank database, 16 species belonging to 6 genera were obtained, and only one species of the genus Lacticaseibacillus was identified (Table S2). Phylogenetic analysis with 16S rRNA sequences of 15 species belonging to Lacticaseibacillus showed that the strain was classified into the Lacticaseibacillus casei group, and thus it was named L. casei KGC1201 (Fig. S1). A comparison of the whole-genome sequences between KGC1201 and L. casei type strain KCTC3109 also demonstrated that KGC1201 was highly similar with L. casei on a genome-wide scale. The genome size and the GC content ratio of KGC1201 were slightly lower than those of KCTC3109, but the overall genome relatedness between KGC1201 and KCTC3109 determined by ANI was very high at 99.92% (Table S3).

Biochemical Properties of KGC1201

Carbon source optimization is critical to obtain the highest yield of LAB and its products, such as EPS [28]. To identify the optimal type of carbon source for the growth and metabolism of KGC1201, carbohydrate fermentation tests were performed and biochemical intrinsic properties of KGC1201 were compared with KCTC3109. As a result, three types of carbohydrates—D-maltose, D-melibiose, and D-raffinose—were utilized differently between KGC1201 and KCTC3109 (Table 1). This result may be used to establish the carbon source composition in the culture medium when KGC1201 is used as a health functional food material in the future.

Table 1 . Carbohydrate fermentation patterns of Lacticaseibacillus casei KGC1201 and L. casei type strain KCTC3109..

CarbohydratesKGC1201KCTC3109CarbohydratesKGC1201KCTC3109
GlycerolvvSalicin++
Erythritol--D-cellobiose++
D-arabinose--D-maltose+v
L-arabinose--D-lactose++
D-ribose--D-melibiose+-
D-xylose--D-saccharose (sucrose)vv
L-xylose--D-trehalose++
D-adonitol--Inulin--
Methyl-β-D-Xylopyranoside--D-melezitose++
D-galactose++D-raffinose+-
D-glucose++Amidon (starch)--
D-fructose++Glycogen--
D-mannose++Xylitol--
L-sorbose--Gentiobiose++
L-rhamnose--D-turanose--
Dulcitol--D-lyxose--
Inositol--D-tagatose++
D-mannitol++D-fucose--
D-sorbitol--L-fucose--
Methyl-α-D-Mannopyranoside--D-arabitol--
Methyl-α-D-Glucoopyranoside--L-arabitol--
N-acetylglucosamine++Potassium gluconatevv
Amygdalin++Potassium 2-ketogluconate--
Arbutin++Potassium 5-ketogluconate--
Esculin ferric citrate++

−, not utilized; +, strongly utilized; v, weakly utilized..



Ginseng and its bioactive compounds, ginsenosides, can also be used as a carbon source for LAB. However, in order to use ginseng and LAB together as materials in health functional food, it is necessary to test not only the ability of LAB to use ginseng as a carbon source, but also the ability to overcome the antibacterial activity of ginseng [17, 18]. Relative growth of KGC1201 increased in proportion to the concentration of red ginseng extracts (RGE), but KCTC3109 had no dependence on the concentration of RGE (Fig. S2). This result indicates that ginseng does not inhibit the growth of KGC1201 isolated from ginseng, but rather promotes its growth by being used as a carbon source.

Safety Assessment of the Antibiotic Resistance of KGC1201

In rare cases, probiotics can cause side effects in the gastrointestinal tract [29]. It is therefore desirable that organisms used as probiotics do not include genes associated with virulence and antibiotic resistance [30]. In addition, safety evaluation of these genes is necessary to prevent the transfer of drug resistance genes from probiotics to intestinal pathogens [31, 32]. To identify antibiotic resistance genes and virulence factors, the whole genome sequences of KGC1201 were analysed using VFDB and ResFinder database. As a result of in silico analysis, there were no antibiotic resistance genes and virulence factors in the genome of KGC1201, suggesting that the safety of KGC1201 has been revealed at the genome level.

Although no antibiotic resistance genes were detected in the genome of KGC1201, MIC tests for 8 antibiotics were additionally performed to confirm that KGC1201 did not actually have antibiotic resistance. As a result, this strain was susceptible to all antibiotics except for kanamycin and streptomycin based on the EFSA cut-off value (Table S4). Since most species belonging to Lacticaseibacillus are known to be relatively resistant to aminoglycoside antibiotics such as kanamycin and streptomycin [20, 33, 34], KGC1201 also seems to have inherited this intrinsic characteristic.

Safety Assessment of Noxious Enzymes, D-Lactate, Hemolysin, and Biogenic Amines

For an organism to be used as a probiotic, safety evaluation for noxious enzymes, D-lactate, hemolysin, and biogenic amines should also be conducted [35]. Noxious enzymes, such as β-glucuronidase, have the capacity to convert procarcinogens to carcinogens through hydrolysis of glycosidic bonds [36]. The accumulation of D-lactate can occur only in case of gastrointestinal dysfunction, such as D-lactate metabolism disorders, but excessive accumulation of D-lactate in the blood can cause health problems [37]. Hemolytic activity, usually caused by hemolysin produced by microorganisms, induces lysis of red blood cells leading to infection by pathogens [38]. Biogenic amines can be rapidly metabolized by the appropriate enzymes in healthy people, but some sensitive individuals can exhibit clinical symptoms even when exposed to them at low doses [39]. KGC1201 did not show any activity against noxious enzymes (Table S5) and mainly produced L-lactate (4.09 mM, 88.9%) rather than D-lactate (0.51 mM, 11.1%). KGC1201 did not show any hemolytic activity on sheep blood agar, whereas E. coli and S. aureus exhibited α-hemolytic and β-hemolytic activities, respectively (Fig. S3). Biogenic amines such as tyramine, histamine, putrescine, cadaverine, and 2-phenethylamine were not found in the supernatant of KGC1201 culture. Taken together, KGC1201 was confirmed as sufficiently safe for use as a probiotic.

Probiotic Properties in Intestinal Phase: Bile Salt Resistance and Adhesion to Intestinal Cells

To use LAB as a material for probiotic foods, it is important that a large number of bacteria pass through the digestive tract and settle in the human intestine. Therefore, resistance to bile salt and adhesion ability to intestinal epithelial cells are essential properties for probiotics. Bile salt resistance of KGC1201 measured using bovine bile (0.1% Oxgall) was 98.34%, which was similar to that of KCTC3109 (97.40%) under the same experimental conditions. The evaluation of the adhesion ability to intestinal cells was conducted using colonic epithelial cells (HT-29) under a simulated environment similar to the intestine (Table 2). After incubation with HT-29 cells for 2 h, 90.67% of the initially inoculated KGC1201 remained on the HT-29 cells, which was slightly better than the adhesion rate of KCTC3109 (88.02%). These results suggest that KGC1201 can successfully survive and colonize the human intestine, indicating that KGC1201 has sufficient qualities as a probiotic.

Table 2 . Probiotic characteristics related to bile salt resistance and adhesion ability to intestinal cells of KGC1201 and KCTC3109..

CharacteristicsKGC1201KCTC3109
Bile salt resistance (0.1% Oxgall)0 h (log CFU/ml)8.34 ± 0.008.26 ± 0.01
3 h (log CFU/ml)8.20 ± 0.048.04 ± 0.03
Survival rate (%)98.34 ± 0.5097.40 ± 0.41
Adhesion ability to intestinal cells (HT-29)0 h (log CFU/ml)7.27 ± 0.017.26 ± 0.05
2 h (log CFU/ml)6.60 ± 0.026.39 ± 0.05
Adhesion rate (%)90.67 ± 0.2688.02 ± 0.63


Probiotic Properties in Gastric Phase: Acid Resistance of KGC1201

In the gastric phase, probiotics are exposed to a highly acidic environment that can be detrimental to their survival and function. Resistance to acid stress is therefore one of the most important factors for the survival of LAB, and improved acid resistance has become a crucial criterion when selecting bacteria for industrial use as probiotics. To evaluate the acid resistance of KGC1201, the viability of the cells was monitored in an environment similar to that of the human stomach. After 3 h of exposure to an acidic environment of pH 2.5, the density of KCTC3109 was reduced significantly from 8.26 log CFU/ml to 6.92 log CFU/ml (Fig. 1). On the other hand, the density of KGC1201 decreased slightly from 8.34 log CFU/ml to 8.07 log CFU/ml, showing a survival rate of almost 97%. Under extremely acidic conditions of pH 2.0, the density of KCTC3109 was reduced to 3.44 log CFU/ml, indicating that only 42% of KCTC3109 survived. However, the viable cell density of KGC1201 was 5.17 log CFU/ml under the same conditions, which means that the survival rate of KGC1201 was about 62%, significantly higher than that of KCTC3109. These results were further substantiated using field FE-SEM. After exposure to pH 2.0 for 3 h, KCTC3109 cells were observed to be severely damaged, whereas little morphological change was detected in KGC1201 cells, an observation consistent with the high viability of KGC1201 under acidic conditions (Fig. 2).

Figure 1. Acid resistance of KGC1201 and KCTC3109. Survival rate (%) = viable cells (log CFU/ml) / initial cells (log CFU/ml)] × 100. The data are presented as mean ± standard error of the mean (n = 3). Significant differences compared to L. casei type strain KGC3109 were determined using Student’s t-tests and indicated as *p < 0.05 and **p < 0.01.

Figure 2. Field emission scanning electron microscopy (FE-SEM) analysis of morphological changes in cells under an acid environment. KGC1201 (A) and KCTC3109 (B) grown under standard conditions. KGC1201 (C) and KCTC3109 (D) exposed to acid of pH 2.0 for 3 h.

Relative Expression of Acid Resistance Genes

The phenotypic trait of higher viability of KGC1201 under acidic conditions may be attributable to the enhanced expression of genes involved in the regulation of intracellular pH, biosynthesis of EPS, or sensing of acidification [40]. Based on genomic analysis of KGC1201, three genes—H+/Cl exchange transporter, glycosyltransferase, and histidine kinase—were selected as acid resistance-related genes. The relative expression levels of these genes were highly elevated in acidic conditions compared to control conditions, by at least 8.7-fold (Fig. 3). However, the fold changes in gene expression of H+/Cl– exchange transporter and histidine kinase were not significantly different between KGC1201 and KCTC3109 (Figs. 3A and 3C). Only glycosyltransferase exhibited a significant change in gene expression, indicating that it was upregulated 21.5-fold in KGC1201, but only 8.8-fold in KCTC3109 (Fig. 3B). Glycosyltransferase plays an important role in the biosynthesis of EPS, and its gene expression is transcriptionally regulated under stressful conditions [41, 42]. Glycosyltransferases in Mycobacterium marinum (WcaA) and Pseudomonas aeruginosa (WapR) have been characterized as enzymes involved in the biosynthesis of cell wall-associated glycolipids and carbohydrate polymers, creating a natural barrier against environmental stress [43, 44]. Therefore, the higher expression of the glycosyltransferase gene in KGC1201 than in KCTC3109 is likely to increase the survival rate of KGC1201 under acidic conditions through elevated EPS biosynthesis.

Figure 3. Expression of acid resistance genes relative to GAPDH and fold change in gene expression under acidic conditions (pH 2.0) compared to control conditions (pH 7.4): (A) H+/Cl exchange transporter, (B) glycosyltransferase, (C) histidine kinase. Expression values were obtained using 2–ΔCT, and ΔCT values were calculated using the CT acid resistance gene using the [CT acid resistance gene] - [CT gapdh]. Fold changes are expressed as mean ± S.D. (n = 6) using 2–ΔΔCT and ΔΔCT determined by [ΔCT pH 2.0] - [ΔCT pH 7.4]. Horizontal bars, boxes, and whiskers show medians, interquartile ranges, and data ranges, respectively. Different superscript lowercase letters indicate significant differences according to one-way ANOVA and Tukey HSD tests (p < 0.05).

Quantification of EPSs Produced by KGC1201

To determine whether EPS biosynthesis was increased in KGC1201, the EPS content isolated from the cell pellets and the cell-free supernatants was quantified, respectively. EPSs isolated from cell pellets include polysaccharides bound to the bacterial cell surface, whereas EPSs from the cell-free supernatants is composed of polysaccharides released into the surrounding medium [27]. As a result, the amount of EPSs contained in 500 ml of the KCTC3109 culture medium was 67 ± 12 mg in the cell-free supernatants and 15 ± 2.9 mg in the cell pellets (Fig. 4). In contrast, KGC1201 produced significantly higher amounts of EPSs than KCTC3109, with 2.1-fold more cell-bound EPSs (140 ± 12 mg) and 3-fold more released EPS (45 ± 2.9 mg). EPS, particularly cell-bound ESP, has been suggested to play a role in protecting cells from environmental stresses such as desiccation, high osmotic pressure, oxidative stress, heat shock, or high acidity [13, 27, 45]. Biofilm constituted by EPSs is the first barrier of the cell and modifying its physicochemical properties, such as membrane mobility and ratio of unsaturated fatty acids, has proved to be an important survival strategy for many microorganisms [11, 12]. Since resistance caused by EPS has been reported to exhibit strain-specific actions in LAB [40], the increased EPS production of KGC1201 may be an intrinsic mechanism attributable to changes in the expression of specific genes such as glycosyltransferase. Indeed, KGC1201 produced a higher amount of EPS than KCTC3109 through modulating the expression of the glycosyltransferase gene, and the increased EPS by this molecular mechanism can be inferred as contributing to the improved acid resistance of KGC1201. In addition, because probiotic EPS confers health benefits such as immune-stimulatory, antitumoral effects and lowering blood cholesterol, as well as being widely used in the food industry as a viscous agent, stabilizer, gelling agent, and emulsifier [27, 40], the high EPS yield of KGC1209 will further increase its utilization value as a probiotic.

Figure 4. Quantification of exopolysaccharides (EPS). The amount of EPS purified from 500 ml of the culture medium was measured separately as cell-free supernatant (CFS) and cell pellet (CP). The data are presented as mean ± standard error of the mean (n = 3). Significant differences compared to KGC3109 were determined using Student’s t-tests and indicated as *p < 0.05 and **p < 0.01.

Collectively, L. casei KGC1201 isolated from ginseng is safe for ingestion as food and has excellent properties as a probiotic. The unique characteristics of the strain were confirmed through 16S rRNA sequencing, whole-genome sequencing, and biochemical properties. In particular, the acid resistance of KGC1201 was superior to that of the L. casei type strain KCTC3109. Morphological observation identified less damage to the cell surface of KGC1201, and gene expression studies indicated that the expression level of the glycosyltransferase gene was highly elevated under acidic conditions. EPSs biosynthesized by glycosyltransferase were produced more in KGC1201 than in KCTC3109, which is inferred to better protect KGC1201 cells from strong acidity. Therefore, the superior characteristics of KGC1201 as a probiotic and its acid resistance-related molecular mechanisms may contribute to improving overall human health and well-being.

Supplemental Materials

Acknowledgments

We thank Ms. J.-I. Park for helpful analyses and discussions with FE-SEM (Hitachi, Japan) at the Korea Basic Science Institute (KBSI).

Author Contributions

Conceptualization, Y.-S.L. and S.-K.K.; methodology, Y.-S.L., H.-Y.Y., M.K. and J.S.; software, J.-I.P.; validation, Y.-S.L. and J.S.; formal analysis, Y.-S.L. and J.S.; investigation, Y.-S.L., H.-Y.Y. and M.K.; resources, Y.-S.L. and J.-I.P.; data curation, J.S.; writing—original draft preparation, Y.-S.L.; writing—review and editing, S.-K.K. and J.S.; visualization, S.-K.K.; supervision, S.-H.L.; project administration, S.-K.K. All authors have read and agreed to the published version of the manuscript.

Conflict of Interest

The authors have no financial conflicts of interest to declare.

Fig 1.

Figure 1.Acid resistance of KGC1201 and KCTC3109. Survival rate (%) = viable cells (log CFU/ml) / initial cells (log CFU/ml)] × 100. The data are presented as mean ± standard error of the mean (n = 3). Significant differences compared to L. casei type strain KGC3109 were determined using Student’s t-tests and indicated as *p < 0.05 and **p < 0.01.
Journal of Microbiology and Biotechnology 2023; 33: 519-526https://doi.org/10.4014/jmb.2211.11029

Fig 2.

Figure 2.Field emission scanning electron microscopy (FE-SEM) analysis of morphological changes in cells under an acid environment. KGC1201 (A) and KCTC3109 (B) grown under standard conditions. KGC1201 (C) and KCTC3109 (D) exposed to acid of pH 2.0 for 3 h.
Journal of Microbiology and Biotechnology 2023; 33: 519-526https://doi.org/10.4014/jmb.2211.11029

Fig 3.

Figure 3.Expression of acid resistance genes relative to GAPDH and fold change in gene expression under acidic conditions (pH 2.0) compared to control conditions (pH 7.4): (A) H+/Cl exchange transporter, (B) glycosyltransferase, (C) histidine kinase. Expression values were obtained using 2–ΔCT, and ΔCT values were calculated using the CT acid resistance gene using the [CT acid resistance gene] - [CT gapdh]. Fold changes are expressed as mean ± S.D. (n = 6) using 2–ΔΔCT and ΔΔCT determined by [ΔCT pH 2.0] - [ΔCT pH 7.4]. Horizontal bars, boxes, and whiskers show medians, interquartile ranges, and data ranges, respectively. Different superscript lowercase letters indicate significant differences according to one-way ANOVA and Tukey HSD tests (p < 0.05).
Journal of Microbiology and Biotechnology 2023; 33: 519-526https://doi.org/10.4014/jmb.2211.11029

Fig 4.

Figure 4.Quantification of exopolysaccharides (EPS). The amount of EPS purified from 500 ml of the culture medium was measured separately as cell-free supernatant (CFS) and cell pellet (CP). The data are presented as mean ± standard error of the mean (n = 3). Significant differences compared to KGC3109 were determined using Student’s t-tests and indicated as *p < 0.05 and **p < 0.01.
Journal of Microbiology and Biotechnology 2023; 33: 519-526https://doi.org/10.4014/jmb.2211.11029

Table 1 . Carbohydrate fermentation patterns of Lacticaseibacillus casei KGC1201 and L. casei type strain KCTC3109..

CarbohydratesKGC1201KCTC3109CarbohydratesKGC1201KCTC3109
GlycerolvvSalicin++
Erythritol--D-cellobiose++
D-arabinose--D-maltose+v
L-arabinose--D-lactose++
D-ribose--D-melibiose+-
D-xylose--D-saccharose (sucrose)vv
L-xylose--D-trehalose++
D-adonitol--Inulin--
Methyl-β-D-Xylopyranoside--D-melezitose++
D-galactose++D-raffinose+-
D-glucose++Amidon (starch)--
D-fructose++Glycogen--
D-mannose++Xylitol--
L-sorbose--Gentiobiose++
L-rhamnose--D-turanose--
Dulcitol--D-lyxose--
Inositol--D-tagatose++
D-mannitol++D-fucose--
D-sorbitol--L-fucose--
Methyl-α-D-Mannopyranoside--D-arabitol--
Methyl-α-D-Glucoopyranoside--L-arabitol--
N-acetylglucosamine++Potassium gluconatevv
Amygdalin++Potassium 2-ketogluconate--
Arbutin++Potassium 5-ketogluconate--
Esculin ferric citrate++

−, not utilized; +, strongly utilized; v, weakly utilized..


Table 2 . Probiotic characteristics related to bile salt resistance and adhesion ability to intestinal cells of KGC1201 and KCTC3109..

CharacteristicsKGC1201KCTC3109
Bile salt resistance (0.1% Oxgall)0 h (log CFU/ml)8.34 ± 0.008.26 ± 0.01
3 h (log CFU/ml)8.20 ± 0.048.04 ± 0.03
Survival rate (%)98.34 ± 0.5097.40 ± 0.41
Adhesion ability to intestinal cells (HT-29)0 h (log CFU/ml)7.27 ± 0.017.26 ± 0.05
2 h (log CFU/ml)6.60 ± 0.026.39 ± 0.05
Adhesion rate (%)90.67 ± 0.2688.02 ± 0.63

References

  1. Azad MAK, Sarker M, Li T, Yin J. 2018. Probiotic species in the modulation of gut microbiota: An overview. BioMed Res. Int. 2018: 9478630.
    Pubmed KoreaMed CrossRef
  2. Nishida S, Ono Y, Sekimizu K. 2016. Lactic acid bacteria activating innate immunity improve survival in bacterial infection model of silkworm. Drug Discov. Ther. 10: 49-56.
    Pubmed CrossRef
  3. Alvarez-Sieiro P, Montalbán-López M, Mu D, Kuipers OP. 2016. Bacteriocins of lactic acid bacteria: extending the family. Appl. Microbiol. Biotechnol. 100: 2939-2951.
    Pubmed KoreaMed CrossRef
  4. Didari T, Solki S, Mozaffari S, Nikfar S, Abdollahi M. 2014. A systematic review of the safety of probiotics. Expert Opin. Drug Saf. 13: 227-239.
    Pubmed CrossRef
  5. Wasilewski A, Zielinska M, Storr M, Fichna J. 2015. Beneficial effects of probiotics, prebiotics, synbiotics, and psychobiotics in inflammatory bowel disease. Inflamm. Bowel Dis. 21: 1674-1682.
    Pubmed CrossRef
  6. Reid G, Burton J. 2002. Use of Lactobacillus to prevent infection by pathogenic bacteria. Microbes Infect. 4: 319-324.
    Pubmed CrossRef
  7. Bamgbose T, Iliyasu AH, Anvikar AR. 2021. Bacteriocins of lactic acid bacteria and their industrial application. Curr. Top. Lact. Acid Bact. Probiotics 7: 1-13.
    CrossRef
  8. Velraeds MM, van de Belt-Gritter B, van der Mei HC, Reid G, Busscher HJ. 1998. Interference in initial adhesion of uropathogenic bacteria and yeasts to silicone rubber by a Lactobacillus acidophilus biosurfactant. J. Med. Microbiol. 47: 1081-1085.
    Pubmed CrossRef
  9. Perez Montoro B, Benomar N, Caballero Gomez N, Ennahar S, Horvatovich P, Knapp CW, et al. 2018. Proteomic analysis of Lactobacillus pentosus for the identification of potential markers involved in acid resistance and their influence on other probiotic features. Food Microbiol. 72: 31-38.
    Pubmed CrossRef
  10. Lyu C, Zhao W, Peng C, Hu S, Fang H, Hua Y, et al. 2018. Exploring the contributions of two glutamate decarboxylase isozymes in Lactobacillus brevis to acid resistance and gamma-aminobutyric acid production. Microb. Cell Fact. 17: 180.
    Pubmed KoreaMed CrossRef
  11. Wang C, Cui Y, Qu X. 2018. Mechanisms and improvement of acid resistance in lactic acid bacteria. Arch. Microbiol. 200: 195-201.
    Pubmed CrossRef
  12. Khalil ES, Abd Manap MY, Mustafa S, Alhelli AM, Shokryazdan P. 2018. Probiotic properties of exopolysaccharide-producing Lactobacillus strains isolated from tempoyak. Molecules 23: 398.
    Pubmed KoreaMed CrossRef
  13. Dertli E, Mayer MJ, Narbad A. 2015. Impact of the exopolysaccharide layer on biofilms, adhesion and resistance to stress in Lactobacillus johnsonii FI9785. BMC Microbiol. 15: 8.
    Pubmed KoreaMed CrossRef
  14. Murthy HN, Georgiev MI, Kim YS, Jeong CS, Kim SJ, Park SY, et al. 2014. Ginsenosides: prospective for sustainable biotechnological production. Appl. Microbiol. Biotechnol. 98: 6243-6254.
    Pubmed CrossRef
  15. Chopra P, Chhillar H, Kim Y-J, Jo IH, Kim ST, Gupta R. 2021. Phytochemistry of ginsenosides: recent advancements and emerging roles. Crit. Rev. Food Sci. Nutr. 63: 630-638.
    Pubmed CrossRef
  16. Park SE, Na CS, Yoo SA, Seo SH, Son HS. 2017. Biotransformation of major ginsenosides in ginsenoside model culture by lactic acid bacteria. J. Ginseng Res. 41: 36-42.
    Pubmed KoreaMed CrossRef
  17. Kim YR, Yang CS. 2018. Protective roles of ginseng against bacterial infection. Microb. Cell 5: 472-481.
    Pubmed KoreaMed CrossRef
  18. Wang L, Huang Y, Yin G, Wang J, Wang P, Chen ZY, et al. 2020. Antimicrobial activities of Asian ginseng, American ginseng, and notoginseng. Phytother. Res. 34: 1226-1236.
    Pubmed CrossRef
  19. Mo SJ, Nam B, Bae CH, Park SD, Shim JJ, Lee JL. 2021. Characterization of novel Lactobacillus paracasei HY7017 capable of improving physiological properties and immune enhancing effects using red ginseng extract. Fermentation 7: 238.
    CrossRef
  20. Kim H, Lee YS, Yu HY, Kwon M, Kim KK, In G, et al. 2022. Anti-inflammatory effects of Limosilactobacillus fermentum KGC1601 isolated from Panax ginseng and its probiotic characteristics. Foods 11: 1707.
    Pubmed KoreaMed CrossRef
  21. Zheng J, Wittouck S, Salvetti E, Franz CM, Harris HM, Mattarelli P, et al. 2020. A taxonomic note on the genus Lactobacillus: Description of 23 novel genera, emended description of the genus Lactobacillus Beijerinck 1901, and union of Lactobacillaceae and Leuconostocaceae. Int. J. Syst. Evol. Microbiol. 70: 2782-2858.
    Pubmed CrossRef
  22. Liu B, Zheng D, Zhou S, Chen L, Yang J. 2022. VFDB 2022: a general classification scheme for bacterial virulence factors. Nucleic Acids Res. 50: D912-D917.
    Pubmed KoreaMed CrossRef
  23. Florensa AF, Kaas RS, Clausen P, Aytan-Aktug D, Aarestrup FM. 2022. ResFinder - an open online resource for identification of antimicrobial resistance genes in next-generation sequencing data and prediction of phenotypes from genotypes. Microb. Genom. 8: 000748.
    Pubmed KoreaMed CrossRef
  24. FEEDAP. 2012. Guidance on the assessment of bacterial susceptibility to antimicrobials of human and veterinary importance. EFSA J. 10: 2740.
    CrossRef
  25. Livak KJ, Schmittgen TD. 2001. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 25: 402-408.
    Pubmed CrossRef
  26. Schmittgen TD, Livak KJ. 2008. Analyzing real-time PCR data by the comparative C(T) method. Nat. Protoc. 3: 1101-1108.
    Pubmed CrossRef
  27. Tallon R, Bressollier P, Urdaci MC. 2003. Isolation and characterization of two exopolysaccharides produced by Lactobacillus plantarum EP56. Res. Microbiol. 154: 705-712.
    Pubmed CrossRef
  28. Zhang Y, Dai X, Jin H, Man C, Jiang Y. 2021. The effect of optimized carbon source on the synthesis and composition of exopolysaccharides produced by Lactobacillus paracasei. J. Dairy Sci. 104: 4023-4032.
    Pubmed CrossRef
  29. Doron S, Snydman DR. 2015. Risk and safety of probiotics. Clin. Infect. Dis. 60: S129-134.
    Pubmed KoreaMed CrossRef
  30. Wassenaar TM, Zschuttig A, Beimfohr C, Geske T, Auerbach C, Cook H, et al. 2015. Virulence genes in a probiotic E. coli product with a recorded long history of safe use. Eur. J. Microbiol. Immunol. 5: 81-93.
    Pubmed KoreaMed CrossRef
  31. Dlamini ZC, Langa RLS, Aiyegoro OA, Okoh AI. 2019. Safety evaluation and colonisation abilities of four lactic acid bacteria as future probiotics. Probiotics Antimicrob. Proteins 11: 397-402.
    Pubmed CrossRef
  32. EFSA. 2007. Introduction of a Qualified Presumption of Safety (QPS) approach for assessment of selected microorganisms referred to EFSA - Opinion of the Scientific Committee. EFSA J. 5: 587.
    CrossRef
  33. Abriouel H, Casado Munoz MDC, Lavilla Lerma L, Perez Montoro B, Bockelmann W, Pichner R, et al. 2015. New insights in antibiotic resistance of Lactobacillus species from fermented foods. Food Res. Int. 78: 465-481.
    Pubmed CrossRef
  34. Yang SY, Chae SA, Bang WY, Lee M, Ban OH, Kim SJ, et al. 2021. Anti-inflammatory potential of Lactiplantibacillus plantarum IDCC 3501 and its safety evaluation. Braz. J. Microbiol. 52: 2299-2306.
    Pubmed KoreaMed CrossRef
  35. Ban OH, Oh S, Park C, Bang WY, Lee BS, Yang SY, et al. 2020. Safety assessment of Streptococcus thermophilus IDCC 2201 used for product manufacturing in Korea. Food Sci. Nutr. 8: 6269-6274.
    Pubmed KoreaMed CrossRef
  36. Chaiongkarna A, Dathonga J, Phatvejb W, Samana P, Kuanchaa C, Chatanona L, et al. 2019. Characterization of prebiotics and their synergistic activities with Lactobacillus probiotics for β-glucuronidase reduction. Sci. Asia 45: 538.
    CrossRef
  37. Lee BS, Ban O-H, Bang WY, Chae SA, Oh S, Park C, et al. 2021. Safety assessment of Lactobacillus reuteri IDCC 3701 based on phenotypic and genomic analysis. Ann. Microbiol. 71: 10.
    CrossRef
  38. Yuan Y, Feng Z, Wang J. 2020. Vibrio vulnificus hemolysin: Biological activity, regulation of vvhA expression, and role in pathogenesis. Front. Immunol. 11: 599439.
    Pubmed KoreaMed CrossRef
  39. Prester L. 2011. Biogenic amines in fish, fish products and shellfish: a review. Food Addit. Contam. Part A Chem. Anal. Control Expo. Risk Assess. 28: 1547-1560.
    Pubmed CrossRef
  40. Caggianiello G, Kleerebezem M, Spano G. 2016. Exopolysaccharides produced by lactic acid bacteria: from health-promoting benefits to stress tolerance mechanisms. Appl. Microbiol. Biotechnol. 100: 3877-3886.
    Pubmed CrossRef
  41. Fukao M, Zendo T, Inoue T, Nakayama J, Suzuki S, Fukaya T, et al. 2019. Plasmid-encoded glycosyltransferase operon is responsible for exopolysaccharide production, cell aggregation, and bile resistance in a probiotic strain, Lactobacillus brevis KB290. J. Biosci. Bioeng. 128: 391-397.
    Pubmed CrossRef
  42. Castro-Bravo N, Wells JM, Margolles A, Ruas-Madiedo P. 2018. Interactions of surface exopolysaccharides from Bifidobacterium and Lactobacillus within the intestinal environment. Front. Microbiol. 9: 2426.
    Pubmed KoreaMed CrossRef
  43. Poon KK, Westman EL, Vinogradov E, Jin S, Lam JS. 2008. Functional characterization of MigA and WapR: putative rhamnosyltransferases involved in outer core oligosaccharide biosynthesis of Pseudomonas aeruginosa. J. Bacteriol. 190: 1857-1865.
    Pubmed KoreaMed CrossRef
  44. Sarkar D, Sidhu M, Singh A, Chen J, Lammas DA, van der Sar AM, et al. 2011. Identification of a glycosyltransferase from Mycobacterium marinum involved in addition of a caryophyllose moiety in lipooligosaccharides. J. Bacteriol. 193: 2336-2340.
    Pubmed KoreaMed CrossRef
  45. Bhawal S, Kumari A, Kapila S, Kapila R. 2021. Physicochemical characteristics of novel cell-bound exopolysaccharide from probiotic Limosilactobacillus fermentum (MTCC 5898) and its relation to antioxidative activity. J. Agric. Food Chem. 69: 10338-10349.
    Pubmed CrossRef