Isolation and characterization of five novel probiotic strains from Korean infant and children faeces
Authors:
Sun-Young Kook aff001; Eui-Chun Chung aff001; Yaelim Lee aff001; Dong Wan Lee aff001; Seokjin Kim aff001
Authors place of work:
R&D Institute, BioEleven Co., Seoul, Republic of Korea
aff001
Published in the journal:
PLoS ONE 14(10)
Category:
Research Article
doi:
https://doi.org/10.1371/journal.pone.0223913
Summary
Probiotics are dietary supplements containing viable, non-pathogenic microorganisms that interact with the gastrointestinal microflora and directly with the immune system. The possible health effects of probiotics include modulating the immune system and exerting antibacterial, anticancer, and anti-mutagenic effects. The purpose of this study was to isolate, identify, and characterize novel strains of probiotics from the faeces of Korean infants. Various assays were conducted to determine the physiological features of candidate probiotic isolates, including Gram staining, 16S rRNA gene sequencing, tolerance assays to stimulated gastric juice and bile salts, adherence ability assays, antibiotic susceptibility testing, and assays of immunomodulatory effects. Based on these morphological and biochemical characteristics, five potential probiotic isolates (Enterococcus faecalis BioE EF71, Lactobacillus fermentum BioE LF11, Lactobacillus plantarum BioE LPL59, Lactobacillus paracasei BioE LP08, and Streptococcus thermophilus BioE ST107) were selected. E. faecalis BioE EF71 and L. plantarum BioE LPL59 showed high tolerance to stimulated gastric juice and bile salts, and S. thermophilus BioE ST107 as well as these two strains exhibited stronger adherence ability than reference strain Lactobacillus rhamnosus GG. All five strains inhibited secretion of lipopolysaccharide-induced pro-inflammatory cytokines IL-6 and TNF-α in RAW264.7 macrophages in vitro. L. fermentum BioE LF11, L. plantarum BioE LPL59, and S. thermophilus BioE ST107 enhanced the production of anti-inflammatory cytokine IL-10. Overall, our findings demonstrate that the five novel strains have potential as safe probiotics and encouraged varying degrees of immunomodulatory effects.
Keywords:
Cytokines – Gastrointestinal tract – Antibiotic resistance – Lactobacillus – Enterococcus faecalis – probiotics – Caco-2 cells – Bile
Introduction
Probiotics defined as “living micro-organisms, which upon ingestion in certain numbers, exert health benefits beyond inherent basic nutrition”, have become a major topic of lactic acid bacteria research over the past 20 years [1]. Probiotics are usually considered dietary supplements and contain viable, non-pathogenic microorganisms that interact with the gastrointestinal microflora and directly with the immune system [2]. Possible health effects of probiotics include modulating the immune system; antibacterial, anticancer, and anti-mutagenic activities; and preventing cancer recurrence [3–6]. Certain members of the Lactobacillus, Bifidobacterium, Streptococcus, and Enterococcus genera are thought to be beneficial for human health when ingested and are reported to exert anti-inflammatory properties [7]. Members of these genera have been shown to be useful in the treatment and prevention of immune and intestinal disorders, including allergic diseases, diarrhoea, and chronic inflammatory diseases [8–10]. However, these beneficial effects have been associated with a minority of strains, and other strains and same species cannot be assumed to have the same effects [11]. The effects of probiotics on immune-modulatory cytokine level have been shown to be highly diverse and strain-dependent as well as cell type-specific.
For probiotics to be successful, a strain should be able to colonize the gastrointestinal tract and promote host health through its metabolic activities. The safety and functional properties of the strains, such as antibiotic resistance and adherence to intestinal mucosa cells, and the possibility of immunomodulation are very important for the selection of potential probiotic strains, they should be studied using reliable in vitro screening methods [12].
The modulation of immune responses, such as the suppression of inflammation, is a major part of the crosstalk between bacteria and epithelial cells. Previous studies have reported that some bacteria induce the secretion of pro-inflammatory cytokines, such as tumour necrosis factor (TNF)-α and interleukin (IL)-6, whereas others promote the secretion of anti-inflammatory cytokines such as IL-10 [13–16]. These cytokines contribute to defence mechanisms that participate in host immunity in response to external invasion, but they may induce immune-pathological disorders when secreted in excess. Macrophages derived from monocytes play a central role in initiating the primary defence system of host immunity and can be activated by microbial components such as endotoxins, lipopolysaccharides (LPS), and lipoteichoic acids (LTA) [17]. This enables the recognition of foreign objects that trigger a cascade of immunological defence mechanisms, such as the production of pro- and anti-inflammatory cytokines [18].
In this study, in order to isolate, identify, and characterize novel strains of probiotics, 20 strains were isolated from Korean infant stool samples and were examined for their acid and bile tolerance, adherence to intestinal mucus, and effects on the induction of known pro-inflammatory and anti-inflammatory cytokines in LPS-stimulated macrophages.
Materials and methods
Subjects and ethics statement
As they age, the number of beneficial bacteria in the intestinal environments is generally lower, which can result in an imbalance in bacterial community composition. However, the beneficial bacteria including Lactobacillus and Bifidobacterium spp. are abundant in infants [19, 20]. The study included faecal samples from 10 healthy infants aged from 1 to 47 months, with no exclusions based on delivery or feeding mode. Mothers and infants were in good health (self-reported). Subjects were excluded if the infant had a gastrointestinal disorder or had taken antibiotics in the previous 14 days, if the infant had been ill in the previous 7 days, or if the infant was administered oral probiotics. This study was approved by the Public Investigational Review Board designated by the Ministry of Health and Welfare (IRB number: P01-201712-33-002). Written informed consent was obtained from all parents according to the institutional guidelines. Fresh faecal samples were collected by the participants and immediately stored in home freezers until delivery to the experimental laboratory within 24 h of sample collection. Samples were placed in labelled collection tubes and stored at -80°C until analysis.
Faecal samples and bacterial growth conditions
Fresh faecal samples were mixed with de Man, Rogosa and Sharpe (MRS; Difco, Detroit, MI, USA) broth at a ratio of 1:9 and homogenized using a BenchMixer (Benchmark, Sayreville, NJ, USA) according to the method of Chung et al [21]. Homogenized samples were incubated under anaerobic conditions at 37°C for 3 h. Each sample was streaked onto MRS, blood liver (BL; MB Cell, Los Angeles, CA, USA), and bismuth sulphite (BS; Difco) agar, which is selective for probiotics. The plates were incubated at 37°C for 48–72 h under anaerobic conditions. For each faecal culture sample, 118 colonies were randomly selected and purified on MRS broth medium (Difco) for identification. Isolates were stored frozen at -80°C in glycerol until subsequent analyses.
Isolation and identification of lactic acid bacteria
For identification, the cell morphology of selected isolates was examined by microscopy. Selected isolates were identified by Gram staining, Analytical profile index (API) 50 CHL kit (BioMerieux, Marcy l’Etoile, France) or API 20E Strep kit (BioMerieux), and 16S ribosomal (r)RNA gene sequencing. The 16S rRNA gene was amplified by direct PCR using the following universal primers: forward, 5ʹ-GAGTTGGATCCTGGCTCAG-3ʹ and reverse, 5ʹ-AAGGAGGGGATCCAGCC-3ʹ. DNA was extracted from each strain with a commercial G-spin kit for bacterial genomic DNA extraction (Intron, Korea) according to the manufacturer’s instructions. Sequencing of the 16S rRNA gene was performed by a commercial sequencing facility (Macrogen, Seoul, Korea) with an ABI 3730XL DNA analyzer. The 16S rDNA sequences were analysed using the GenBank (NCBI, Bethesda, MD, USA) database, and identification was performed on the basis of 16S rDNA sequence homology using the BLAST database. CLUSTAL X [22] was used to construct multiple alignments of 16S rRNA gene sequences. A phylogenetic tree was constructed in MEGA version 7 [23] using the neighbor-joining method [24]. Bootstrap analysis was based on 1,000 neighbor-joining datasets [25].
Tolerance to low pH and bile salts
For determining the tolerance of the isolated strains to low pH and bile salts, an in vitro methodology was used [26], which mimics conditions encountered during in vivo human upper gastrointestinal transit. Tolerance was examined by monitoring bacterial growth. In brief, artificial gastric juice was prepared by suspending pepsin (Sigma-Aldrich, St. Louis, MO, USA) in MRS broth to a final concentration of 250 units/ml and adjusting the pH to 2.5 with 1 N HCl using a Model S220-K pH meter (Mettler, Toledo, OH, USA). The strains were incubated at 37°C for 18 h and then centrifuged at 10,000 × g for 25 min at 4°C. After centrifugation, the supernatant was removed, and an equal volume of artificial gastric juice was added to the bacterial cell pellet and incubated at 37°C for 2 h. The pellets were collected by centrifugation at 10,000 × g for 25 min at 4°C and washed three times with phosphate-buffered saline (PBS). MRS broth containing 0.3% bile acids (Oxgall; Difco) was added to each pellet in artificial gastric juice and incubated at 37°C for 24 h. The number of bacterial colony-forming units (CFU) was determined on MRS agar plates. Assays were performed three times independently.
In vitro adherence assay
The human intestinal epithelial cell line Caco-2 was acquired from the Korean Collection for Type Cultures (KCTC, Daejeon, Korea). For isolated strains with high resistance to low pH and bile salts, adherence to Caco-2 cell cultures was assessed. Caco-2 cells were cultured in modified Eagle’s medium (MEM; Corning, Corning, NY, USA) supplemented with 20% fetal bovine serum (Biowest, France), 100 U/ml penicillin, and 100 μg/ml streptomycin (Gibco, Waltham, MA, USA) at 37°C in 5% CO2. Caco-2 cells were seeded in a cell culture dish with a diameter of 60 mm (SPL Life Sciences, Gyeonggi, Korea) at 1.0 × 105 cells/cm2 and cultured for 2 d. Before the adherence assay, Caco-2 cell monolayers were washed three times with PBS (Gibco), and the medium was replaced with antibiotic-free MEM. Each dish was inoculated with 100 μl (108 bacteria) of 18 h culture and incubated for 2 h at 37°C in 5% CO2. After 2 h of incubation, the monolayers were washed three times with PBS, and 200 μl of 1% Triton-X 100 (Sigma-Aldrich) was added. An aliquot of 1 ml of the homogenate was added to an MRS agar plate by serial dilution. The percentage of bacteria that adhered to the plate was then calculated. All experiments were performed three times independently. The commercial strain Lactobacillus rhamnosus GG (L.GG) from the American Type Culture Collection (Manassas, VA, USA; ATCC 53103) was grown and used as a control for this assay.
Antibiotic resistance profiles of isolates
The antibiotic resistance profiles of selected isolates were determined using disc diffusion assays with 13 discs purchased from Bio-Rad (Hercules, CA, USA) containing the following antibiotics: vancomycin (VAN, 30 μg), erythromycin (ERY, 15 μg), tetracycline (TET, 30 μg), gentamycin (GMN, 10 μg), chloramphenicol (CHL, 30 μg), ampicillin (AMP, 10 μg), streptomycin (SMN, 10 μg), ciprofloxacin (CIP, 5 μg), rifampin (RIF, 5 μg), imipenem (IPM, 10 μg), trimethoprim (TMP, 5 μg), clindamycin (CMN, 2 μg), and kanamycin (KMN, 30 μg). A volume of 100 μl of an overnight culture suspension of each isolate (equivalent to 108 bacteria/ml) was spread on an MRS agar (Difco) plate. E. coli KCTC1682, used as a control, was spread on Müller-Hinton agar (MHA) plates (Difco). Discs with antibiotics were placed onto the solidified MHA or MRS agar with sterile tweezers for 15 min. Three discs were placed in each dish with a distance of more than 24 mm between the centres of the discs and more than 15 mm between the edge of each disc and the inner edge of the dish. Plates were incubated at 37°C for 24 h under anaerobic conditions, except for E. coli KCTC1682, which was grown under aerobic conditions. After 24 h, the diameter of the inhibition zone around each antibiotic disc was measured with a SCAN-500 (Interscience, France) and compared with a known standard provided by the Clinical and Laboratory Standards Institute (CLSI) guidelines. Breakpoints were calculated as previously described [27].
Immunomodulatory cytokine analysis
RAW264.7 murine macrophages were acquired from the KCTC and were maintained in Dulbecco’s MEM (DMEM; Corning) supplemented with 20% fetal bovine serum (Biowest), 100 U/ml penicillin, and 100 μg/ml streptomycin (Gibco) at 37°C in 5% CO2. RAW264.7 cells were seeded in a 24-well plate (SPL) at 1 × 106 cells/cm2 and cultured for 4 h at 37°C in a 5% CO2 incubator. The levels of cytokines produced following stimulation with each bacterial isolate were compared with those observed in RAW264.7 cells in DMEM alone as a negative control and in cells cultured with LPS (1 μg/ml; Sigma-Aldrich) as a positive control. Before treatment of RAW264.7 cells with bacteria, RAW264.7 cell monolayers were washed three times with PBS (Gibco), and the medium was replaced with antibiotic-free MEM. After culture in MRS broth for 18 h at 37°C in an anaerobic incubator, bacterial cells (1 × 108 CFU/ml) were washed with PBS and added to culture plates containing RAW264.7 cells. All cells except the negative controls were stimulated with LPS (1 μg/ml) for 24 h. After stimulation, culture supernatants were collected and centrifuged at 13,000 rpm for 3 min and stored at -20°C until cytokine analysis [28]. Cytokine levels (IL-6, TNF-α, and IL-10) were measured using commercial ELISA kits (Cusabio Biotech, Wuhan, China).
Statistical analysis
All data are expressed as the mean ± SEM. Statistical analysis was performed with GraphPad Prism 5 (San Diego, CA, USA). Differences in abundances of bacterial species between the mean values for different treatments with the isolated strains or their supernatants were analysed by one-way ANOVA with turkey as appropriate. (*p < 0.05, **p < 0.01, and ***p < 0.001).
Results
Isolation and identification of bacteria
A total of 10 faecal samples from infants under 47 months of age were obtained from 10 healthy mothers regardless of their delivery mode. The faecal samples yielded 84 distinct bacterial isolates representing the genera Bifidobacterium, Lactobacillus, Enterococcus, Klebsiella, Staphylococcus, and Streptococcus (Table 1). Of these, we first selected 20 strains above 108 CFU/ml and 20 isolates showed gram-positive and catalase negative reaction identified by gram-staining and API kit. We used the API 20 strep kit for Enterococcus faecalis and the API 50 CH fermentation system for the rest of the isolates to assess the carbohydrate fermentation ability of the isolated lactic acid bacterial (LAB) strains, and these results are shown in Table 2.
Next, the 20 selected strains were subjected to PCR and 16S rDNA sequencing and analysed using BLAST. Among the 20 isolates, five isolates exhibited >99.5% sequence identity to each of E. faecalis, Lactobacillus fermentum, Lactobacillus paracasei, Lactobacillus plantarum, and Streptococcus thermophilus. A phylogenetic tree was created to show the species relationships of the isolates (Fig 1). These five isolates were patent deposited in the Korean Collection for Type Cultures (KCTC) under the following strain names: E. faecalis BioE EF71 (KCTC 18627P), L. fermentum BioE LF11 (KCTC 18628P), L. paracasei BioE LP08 (KCTC 18629P), L. plantarum BioE LPL59 (KCTC 18630P), and S. thermophilus BioE ST107 (KCTC 18631P). The NCBI GenBank accession numbers of these sequences are MK779052, MK779053, MK7799054, MK7799055, and MK7799056, respectively.
Acid and bile salt tolerance
Bacterial survival was assessed under conditions similar to those in the proximal part of the gastrointestinal tract at time intervals corresponding to the actual presence of lactobacilli in the intestines. The five isolates showed good survival in artificial gastric juice and in a solution containing 0.3% bovine bile salts. After 2 h of exposure to artificial gastric juice, the growth of L. fermentum BioE LF11 and S. thermophilus BioE ST107 was almost maintained at control levels, with the number of viable cells at 8.62 and 5.91 log CFU/ml, indicating survival rates of 99.4 and 73.2%, respectively. The growth of E. faecalis BioE EF71 and L. plantarum BioE LPL59 decreased somewhat, resulting in viability values of 4.82 and 4.39 log CFU/ml, respectively. In addition, after 24 h of exposure to bovine bile salt solution, the strong growth of E. faecalis BioE EF71, L. paracasei BioE LP08, L. plantarum BioE LPL59 resulted in viability values of 9.00, 8.80, and 8.99 log CFU/ml (Table 3). E. faecalis BioE EF71, L. paracasei BioE LP08, and L. plantarum BioE-LPL59 exhibited higher tolerances to acid and bile salts than L.GG. In addition, while S. thermophilus BioE ST107 exhibited slower growth than L.GG in terms of the total number of viable cells, S. thermophilus BioE ST107 exhibited increased survival after 24 h following bile acid treatment.
Adherence to intestinal cells
To confirm the adherence of the five isolated strains to intestinal epithelial cells, we used the human intestinal epithelial cell line Caco-2. We determined the concentration (CFU/ml) of initial and adhered cells before and after adherence to Caco-2 cells, respectively. These values were 9.14 log CFU/ml and 7.79 log CFU/ml for E. faecalis BioE EF71 and 8.94 log CFU/ml and 8.4 log CFU/ml for L. plantarum BioE LPL59, indicating 30% survival rates for these two strains. Among the five strains, E. faecalis, L. plantarum, and S. thermophilus exhibited significantly improved adherence to Caco-2 cells compared to that of the reference strain (Figs 2 and S1).
Antibiotic susceptibility
Disc diffusion assays were used to determine the antibiotic susceptibility profiles of the tested strains according to the antimicrobial drug sensitivity standards of the CLSI. The sensitivities of the five strains to 13 types of antibiotics are summarized in Table 4. The five strains were generally resistant to gentamicin (n = 4), kanamycin (n = 5), trimethoprim (n = 5), and vancomycin (n = 4) and were mostly sensitive to ampicillin (n = 4), chloramphenicol (n = 5), imipenem (n = 5), and rifampicin (n = 3). The resistance rates of the three species of Lactobacillus ranged from 38.5 to 53.8%, and these three isolates had similar resistance patterns. All three Lactobacillus strains, as well as the L.GG reference strain, were resistant to vancomycin. The resistance rate of S. thermophilus, which showed the highest antibiotic susceptibility, was 30.8%.
Immunomodulatory effects
Murine macrophage RAW264.7 cells were stimulated with the five isolated strains, and the concentrations of IL-6, TNF-α, and IL-10 in the culture supernatants of the RAW264.7 cells were measured using ELISA kits. The IL-6 concentration in RAW264.7 cells cultured with LPS (1 μg/ml) was 83.1 ± 3.42 pg/ml, while minimal IL-6 levels were detected in untreated RAW264.7 cells (Figs 3a and S2 a). The LPS-induced increase in IL-6 levels was attenuated in cells stimulated with E. faecalis BioE EF71, L. fermentum BioE LF11, L. paracasei BioE LP08, L. plantarum BioE LPL59, and S. thermophilus BioE ST107 (1.65 ± 0.39 pg/ml, 1.33 ± 0.2 pg/ml, 1.28 ± 0.19 pg/ml, 29.82 ± 3.84 pg/ml, and 11.03 ± 5.43 pg/ml, respectively). We also compared the secretion of each cytokine following stimulation with the five isolated strains to those observed with other strains previously reported to exhibit anti-inflammatory properties. Thus, L. fermentum BioE LF11 (1.33 ± 0.2 pg/ml) was more effective at attenuating IL-6 levels than L. fermentum KCTC 5048 (42 ± 4.42 pg/ml), and E. faecalis BioE EF71 (1.65 ± 0.39 pg/ml) was more effective than E. faecalis KCTC3206 (1.84 ± 0.07 pg/ml). The TNF-α concentration in RAW264.7 cells cultured with LPS (1 μg/ml) was 992.57 ± 64.23 pg/ml (Figs 3b and S2 b). TNF-α induction was attenuated by E. faecalis BioE EF71, L. fermentum BioE LF11, and L. paracasei BioE LP08 (296.27 ± 37.2 pg/ml, 8.73 ± 3.76 pg/ml, and 3.13 ± 3.13 pg/ml, respectively). TNF-α levels were more effectively reduced by L. fermentum BioE LF11 and L. paracasei BioE LP08 than by L. fermentum KCTC 5049 (111.18 ± 7.45 pg/ml) and L. paracasei KCTC 3265 (118.83 ± 27.77 pg/ml). For experiments with the anti-inflammatory cytokine IL-10, treatment with L. fermentum BioE LF11 (208.51 ± 19.01 pg/ml) and L. plantarum BioE LPL59 (254.61 ± 29.94 pg/ml) resulted in higher levels of IL-10 than the other strains (Figs 3c and S2 c).
Discussion
The early microbial colonization of the gastrointestinal tract in infants has a major effect on health status and homeostasis [29]. Previous studies have shown that the direct effects of probiotics such as Lactobacillus, Bifidobacterium, Streptococcus, and Enterococcus include the upregulation of immunoglobulins such as IgA, downregulation of inflammatory cytokines, and enhancement of the gut barrier function [30]. However, because each strain differs in other characteristics, it is essential to select and identify probiotics with desired characteristics.
In the present study, we identified five probiotics isolates (E. faecalis BioE EF71, L. fermentum BioE LF11, L. paracasei BioE LP08, L. plantarum BioE LPL59, and S. thermophilus BioE ST107) that showed improved tolerance to acid and bile and enhanced anti-inflammatory properties compared to other potential probiotics. In order to identify the specific microbes isolated, we used 16S rRNA gene sequencing to determine the phylogenetic relationships among organisms and identify closely related species (Fig 1). We compared the 16S ribosomal DNA sequences of the isolated strains with those available in the NCBI BLAST database (100% homology). Although the Bifidobacterium species constitute almost 10% of the typical human intestinal microbiota, they have been isolated from the neonatal gut as the earliest and most abundant bacterial colonizers. Some Bifidobacterium spp. were isolated from our samples, but the commercial probiotics strains with high functionality were not selected. A relatively high percentage of Lactobacillus, mainly L. paracasei, L. plantarum, and Lactobacillus acidophilus has been previously observed in infant stool [31]. These results suggest that Bifidobacterium are sensitive to oxygen environment for survival than Lactobacillus.
We used the API 50CH fermentation system to assess the carbohydrate fermentation abilities of the isolated LAB strains (Table 2). This system supports the metabolic characterization of strains on a broad range of individual substrates with respect to enzymatic type and activity level. In this analysis, L. plantarum BioE LPL59 exhibited strong fermentation of N-acetyl glucosamine, amygdalin, and arbutin. In particular, N-acetyl glucosamine is a known component of gram-positive bacterial peptidoglycan, a major compound in the cell wall [32]. Among the genes in L. plantarum WCFS1 involved in immunomodulation are those belonging to the N-acetyl-glucosamine/galactosamine phosphotransferase system [33]. This suggests that L. plantarum BioE LPL59 may possess immunomodulatory genes involved in supporting cell shape or modulating surface properties. However, this ability was not detected in L. paracasei BioE LP08 or L. fermentum BioE LF11. Only L. fermentum BioE LF11 exhibited the ability to ferment d-xylitol, which can be found in many fruits, vegetables, and mushrooms [34], suggesting that L. fermentum BioE LF11 supports the reduction of d-xylitol to xylitol, similar to strains of S. avium and L. casei [35].
In order to be effective, probiotic bacteria must be able to survive travel from the upper digestive tract to the large intestine [36]. It has been previously reported that acidity has a strongly negative effect on bacterial growth and viability during passage through the stomach [37]. Bile plays an essential role in specific and non-specific defence mechanisms in the gut, and the concentration of bile salts is the primary determinant of the strength of its inhibitory effects [38]. The physiological concentrations of human bile salts range from 0.3 to 0.5% [39, 40]. Because of its similarity to human bile salts, 0.3% ox bile (Oxgall) solution is the most commonly used substitute [41, 42]. We performed an assessment of the tolerance to acid and bile salts for each strain without separation of each test. We found that although L. paracasei BioE LP08, L. plantarum BioE LPL59, and E. faecalis BioE EF71 exhibited reduced survival rates in acidic conditions, all three isolates exhibited improved tolerances to stimulated gastric juice and bile salts compared with those of L.GG. This suggests that resistant derivatives could be obtained from these strains [43] or that the strains could adapt to the presence of acid and bile salts to enhance their resistance to gastrointestinal factors that compromise probiotic survival [44].
An important feature of probiotics within the intestinal microbiota is their capacity for adhesion to the intestinal epithelium. Moreover, adherence is a factor in the competitive exclusion of enteropathogens [45] and stimulation of the immune system [46]. The Caco-2 cell line was originally isolated from a human colon adenocarcinoma [47]. In the present study, Caco-2 cells, which have been used as an in vitro model for the intestinal epithelium, were used to assess the adhesion abilities of the isolated strains [48, 49]. The adherence of E. faecalis BioE-EF71, L. plantarum BioE LPL59, and S. thermophilus BioE ST107 was almost twice that of L.GG.
Resistance to antibiotics is common among bacteria. The CLSI agar dilution procedure is the gold standard reference method for anaerobic antibiotic susceptibility testing [50]. Our antibiotic resistance tests indicated that the three Lactobacillus strains were all resistant to GMN, KMN, SMN, and VAN. These results are consistent with those of previous studies [51, 52]. Resistance to VAN is usually intrinsic, chromosomally encoded, and not transmissible [53]. The S. thermophilus strain was resistant to CIP, GMN, KMN, and TMP, similar to the results of previous studies [54]. The E. faecalis strain was resistant to CMN, ERY, GMN, KMN, SMN, TET, and TMP and susceptible to AMP, CHL, and IPM. Previous studies have reported antibiotic resistance rates of E. faecalis isolates to ERY, TET, and GMN of 82.2, 88.6, and 49.3%, respectively, and no resistance to ampicillin has been detected [55]. Among the antibiotic susceptibility studies performed in other countries, the highest resistance appears to be to TET and ERY, with resistance rates of 55–100 and 45–100%, respectively [56, 57]. Differences between species in terms of resistance to other antibiotics have also been observed.
When ingested, probiotics exert several health-promoting effects, including maintenance of the gut barrier function and modulation of the host immune system [58, 59]. It has been suggested that the safety of probiotics should be evaluated by detecting changes in immune parameters [60] due to growing evidence that probiotics, especially Lactobacillus and Bifidobacterium, have immunomodulatory properties. Macrophages sense bacteria-associated molecular patterns through Toll-like receptors (TLRs). The activation of TLR leads to a variety of signalling cascades, triggering T-cell differentiation into Helper T cells or regulatory T cells [61, 62]. Therefore, many changes of macrophage-derived cytokines could affect the immune response. In this regard, we found that E. faecalis BioE EF71, L. fermentum BioE LF11, L. paracasei BioE LP08, L. plantarum BioE LPL59, and S. thermophilus BioE ST107 exerted immunomodulatory effects when co-incubated with murine macrophages. Decreased levels of the pro-inflammatory cytokines (IL-6 and TNF-α) were observed in the supernatants macrophages treated with each strain. Surprisingly, L. fermentum BioE LF11 inhibited LPS-induced IL-6 and TNF-α production more effectively than another previously reported reference (L. fermentum KCTC 5048) [63] and also stimulated the production of IL-10 more effectively. E. faecalis BioE EF71 and L. paracasei BioE LP08 also attenuated LPS-induced TNF-α levels more effectively than other references (E. faecalis KCTC 3206 and L. paracasei KCTC 3265, respectively) [13]. In addition, increased levels of the anti-inflammatory marker IL-10 were found in the supernatants of macrophages treated with L. plantarum BioE LPL59 and S. thermophilus BioE ST107. Previous studies have reported that the strain L. plantarum CGMCC1258 results in a decrease in the transcript abundance of TNF [64] and that L. paracasei induces TLR-9 expression and TGF-β2 secretion [65]. Thus, we suggest that the five strains isolated in this study are likely to be recognized by a combination of receptors to regulate the immune response after inflammatory stimulus. We speculate that the use of these strains as probiotics may improve the balance between pro-inflammatory and anti-inflammatory cytokines by encountering with butyrate, which serves as a major source of energy for the colonic epithelium and has anti-inflammatory properties [66].
Conclusions
This study screened 118 unique bacterial isolates from Korean infant stools and further characterized 20 isolates for their potential probiotic properties. Five of these, in particular E. faecalis BioE EF71, L. paracasei BioE LF11, and L. plantarum BioE LPL59, demonstrated good in vitro gastrointestinal tolerance. E. faecalis BioE EF71, L. plantarum BioE LPL59, and S. thermophilus BioE ST107 showed strong adherence to intestinal cells. The five strains exhibited strong effects against LPS-induced inflammatory responses in RAW264.7 cells. These findings indicate that these probiotic isolates may be useful for the treatment of acute inflammatory responses, but in our study using only RAW 264.7 cells to determine immunomodulatory properties of test products will not necessarily provide a comprehensive picture of the immunomodulatory properties of the substance under investigation [67]. It suggested that in addition to cell lines when evaluating immune bioactivity of substances, the response of primary cells can also be included in vitro response. It is necessary to further evaluate potential changes in the gut microbiota composition that may occur following the immunomodulatory effects of these probiotic strains in animal models.
Supporting information
S1 Fig [pdf]
Adherence of strains to Caco-2 cells.
S2 Fig [pdf]
Cytokine levels. (a) IL-6, (b) TNF-α, (c) IL-10.
Zdroje
1. Guarner F, Schaafsma G. Probiotics. International journal of food microbiology. 1998;39(3):237–8. doi: 10.1016/s0168-1605(97)00136-0 9553803
2. Kleerebezem M, Hols P, Bernard E, Rolain T, Zhou M, Siezen RJ, et al. The extracellular biology of the lactobacilli. FEMS microbiology reviews. 2010;34(2):199–230. doi: 10.1111/j.1574-6976.2010.00208.x 20088967
3. Gill HS, Rutherfurd KJ, Prasad J, Gopal PK. Enhancement of natural and acquired immunity by Lactobacillus rhamnosus (HN001), Lactobacillus acidophilus (HN017) and Bifidobacterium lactis (HN019). British Journal of Nutrition. 2000;83(2):167–76. doi: 10.1017/s0007114500000210 10743496
4. Nikoskelainen S, Ouwehand AC, Bylund G, Salminen S, Lilius E-M. Immune enhancement in rainbow trout (Oncorhynchus mykiss) by potential probiotic bacteria (Lactobacillus rhamnosus). Fish & shellfish immunology. 2003;15(5):443–52.
5. Garde S, Gómez-Torres N, Delgado D, Gaya P, Ávila M. Influence of reuterin-producing Lactobacillus reuteri coupled with glycerol on biochemical, physical and sensory properties of semi-hard ewe milk cheese. Food Research International. 2016;90:177–85. doi: 10.1016/j.foodres.2016.10.046 29195870
6. Nomoto K. Prevention of infections by probiotics. Journal of bioscience and bioengineering. 2005;100(6):583–92. doi: 10.1263/jbb.100.583 16473765
7. Kleerebezem M, Vaughan EE. Probiotic and gut lactobacilli and bifidobacteria: molecular approaches to study diversity and activity. Annual review of microbiology. 2009;63:269–90. doi: 10.1146/annurev.micro.091208.073341 19575569
8. Minocha A. Probiotics for preventive health. Nutrition in Clinical Practice. 2009;24(2):227–41. doi: 10.1177/0884533608331177 19321897
9. Rijkers GT, Bengmark S, Enck P, Haller D, Herz U, Kalliomaki M, et al. Guidance for substantiating the evidence for beneficial effects of probiotics: current status and recommendations for future research. The Journal of nutrition. 2010;140(3):671S–6S. doi: 10.3945/jn.109.113779 20130080
10. Kalliomaki M, Antoine JM, Herz U, Rijkers GT, Wells JM, Mercenier A. Guidance for substantiating the evidence for beneficial effects of probiotics: prevention and management of allergic diseases by probiotics. J Nutr. 2010;140(3):713S–21S. Epub 2010/02/05. doi: 10.3945/jn.109.113761 20130079.
11. Habil N, Al-Murrani W, Beal J, Foey AD. Probiotic bacterial strains differentially modulate macrophage cytokine production in a strain-dependent and cell subset-specific manner. Benef Microbes. 2011;2(4):283–93. Epub 2011/12/08. doi: 10.3920/BM2011.0027 22146688.
12. Ouwehand AC, Salminen S, Isolauri E. Probiotics: an overview of beneficial effects. Antonie Van Leeuwenhoek. 2002;82(1–4):279–89. Epub 2002/10/09. 12369194.
13. Okada Y, Tsuzuki Y, Hokari R, Komoto S, Kurihara C, Kawaguchi A, et al. Anti-inflammatory effects of the genus Bifidobacterium on macrophages by modification of phospho-I kappaB and SOCS gene expression. Int J Exp Pathol. 2009;90(2):131–40. Epub 2009/04/02. doi: 10.1111/j.1365-2613.2008.00632.x 19335551; PubMed Central PMCID: PMC2676698.
14. Herias MV, Hessle C, Telemo E, Midtvedt T, Hanson LA, Wold AE. Immunomodulatory effects of Lactobacillus plantarum colonizing the intestine of gnotobiotic rats. Clin Exp Immunol. 1999;116(2):283–90. Epub 1999/05/26. doi: 10.1046/j.1365-2249.1999.00891.x 10337020; PubMed Central PMCID: PMC1905288.
15. Anderson RC, Ulluwishewa D, Young W, Ryan LJ, Henderson G, Meijerink M, et al. Human oral isolate Lactobacillus fermentum AGR1487 induces a pro-inflammatory response in germ-free rat colons. Scientific reports. 2016;6:20318. Epub 2016/02/05. doi: 10.1038/srep20318 26843130; PubMed Central PMCID: PMC4740858.
16. Shida K, Kiyoshima-Shibata J, Nagaoka M, Watanabe K, Nanno M. Induction of interleukin-12 by Lactobacillus strains having a rigid cell wall resistant to intracellular digestion. J Dairy Sci. 2006;89(9):3306–17. doi: 10.3168/jds.S0022-0302(06)72367-0 16899663
17. Weiss G, Schaible UE. Macrophage defense mechanisms against intracellular bacteria. Immunological reviews. 2015;264(1):182–203. Epub 2015/02/24. doi: 10.1111/imr.12266 25703560; PubMed Central PMCID: PMC4368383.
18. Mudter J, Neurath MF. Il-6 signaling in inflammatory bowel disease: pathophysiological role and clinical relevance. Inflammatory bowel diseases. 2007;13(8):1016–23. doi: 10.1002/ibd.20148 17476678
19. Rodríguez JM, Murphy K, Stanton C, Ross RP, Kober OI, Juge N, et al. The composition of the gut microbiota throughout life, with an emphasis on early life. Microbial ecology in health and disease. 2015;26(1):26050.
20. Kook S-Y, Kim Y, Kang B, Choe YH, Kim Y-H, Kim S. Characterization of the fecal microbiota differs between age groups in Koreans. Intestinal research. 2018;16(2):246. doi: 10.5217/ir.2018.16.2.246 29743837
21. Chung H, Kim Y, Chun S, Ji GE. Screening and selection of acid and bile resistant bifidobacteria. International journal of food microbiology. 1999;47(1–2):25–32. doi: 10.1016/s0168-1605(98)00180-9 10357270
22. Thompson JD, Gibson TJ, Plewniak F, Jeanmougin F, Higgins DG. The CLUSTAL_X windows interface: flexible strategies for multiple sequence alignment aided by quality analysis tools. Nucleic acids research. 1997;25(24):4876–82. doi: 10.1093/nar/25.24.4876 9396791
23. Kumar S, Stecher G, Tamura K. MEGA7: molecular evolutionary genetics analysis version 7.0 for bigger datasets. Molecular biology and evolution. 2016;33(7):1870–4. doi: 10.1093/molbev/msw054 27004904
24. Saitou N, Nei M. The neighbor-joining method: a new method for reconstructing phylogenetic trees. Molecular biology and evolution. 1987;4(4):406–25. doi: 10.1093/oxfordjournals.molbev.a040454 3447015
25. Felsenstein J. Confidence limits on phylogenies: an approach using the bootstrap. Evolution. 1985;39(4):783–91. doi: 10.1111/j.1558-5646.1985.tb00420.x 28561359
26. Charteris W, Kelly P, Morelli L, Collins J. Antibiotic susceptibility of potentially probiotic Bifidobacterium isolates from the human gastrointestinal tract. Letters in Applied Microbiology. 1998;26(5):333–7. doi: 10.1046/j.1472-765x.1998.00342.x 9674160
27. Korhonen JM, Sclivagnotis Y, von Wright A. Characterization of dominant cultivable lactobacilli and their antibiotic resistance profiles from faecal samples of weaning piglets. J Appl Microbiol. 2007;103(6):2496–503. Epub 2007/11/30. doi: 10.1111/j.1365-2672.2007.03483.x 18045434.
28. Chon H, Choi B, Lee E, Lee S, Jeong G. Immunomodulatory effects of specific bacterial components of Lactobacillus plantarum KFCC11389P on the murine macrophage cell line RAW 264.7. J Appl Microbiol. 2009;107(5):1588–97. Epub 2009/06/03. doi: 10.1111/j.1365-2672.2009.04343.x 19486216.
29. Penders J, Thijs C, Vink C, Stelma FF, Snijders B, Kummeling I, et al. Factors influencing the composition of the intestinal microbiota in early infancy. Pediatrics. 2006;118(2):511–21. doi: 10.1542/peds.2005-2824 16882802
30. Drisko JA, Giles CK, Bischoff BJ. Probiotics in health maintenance and disease prevention. Alternative Medicine Review. 2003;8(2):143–55. 12777160
31. Heilig HG, Zoetendal EG, Vaughan EE, Marteau P, Akkermans AD, de Vos WM. Molecular diversity of Lactobacillus spp. and other lactic acid bacteria in the human intestine as determined by specific amplification of 16S ribosomal DNA. Appl Environ Microbiol. 2002;68(1):114–23. doi: 10.1128/AEM.68.1.114-123.2002 11772617
32. Rolain T, Bernard E, Courtin P, Bron PA, Kleerebezem M, Chapot-Chartier M-P, et al. Identification of key peptidoglycan hydrolases for morphogenesis, autolysis, and peptidoglycan composition of Lactobacillus plantarum WCFS1. Microbial cell factories. 2012;11(1):137.
33. van den Nieuwboer M, van Hemert S, Claassen E, de Vos WM. Lactobacillus plantarum WCFS 1 and its host interaction: a dozen years after the genome. Microbial biotechnology. 2016;9(4):452–65. doi: 10.1111/1751-7915.12368 27231133
34. Chen T, Yu WH, Izard J, Baranova OV, Lakshmanan A, Dewhirst FE. The Human Oral Microbiome Database: a web accessible resource for investigating oral microbe taxonomic and genomic information. Database (Oxford). 2010;2010:baq013. Epub 2010/07/14. doi: 10.1093/database/baq013 20624719; PubMed Central PMCID: PMC2911848.
35. Akinterinwa O, Khankal R, Cirino PC. Metabolic engineering for bioproduction of sugar alcohols. Curr Opin Biotechnol. 2008;19(5):461–7. Epub 2008/09/02. doi: 10.1016/j.copbio.2008.08.002 18760354.
36. Bezkorovainy A. Probiotics: determinants of survival and growth in the gut. Am J Clin Nutr. 2001;73(2 Suppl):399S–405S. Epub 2001/02/07. doi: 10.1093/ajcn/73.2.399s 11157348.
37. Charteris WP, Kelly PM, Morelli L, Collins JK. Development and application of an in vitro methodology to determine the transit tolerance of potentially probiotic Lactobacillus and Bifidobacterium species in the upper human gastrointestinal tract. J Appl Microbiol. 1998;84(5):759–68. Epub 1998/07/23. doi: 10.1046/j.1365-2672.1998.00407.x 9674129.
38. Succi M, Tremonte P, Reale A, Sorrentino E, Grazia L, Pacifico S, et al. Bile salt and acid tolerance of Lactobacillus rhamnosus strains isolated from Parmigiano Reggiano cheese. FEMS microbiology letters. 2005;244(1):129–37. Epub 2005/02/25. doi: 10.1016/j.femsle.2005.01.037 15727832.
39. Dunne C, O'Mahony L, Murphy L, Thornton G, Morrissey D, O'Halloran S, et al. In vitro selection criteria for probiotic bacteria of human origin: correlation with in vivo findings. Am J Clin Nutr. 2001;73(2 Suppl):386S–92S. Epub 2001/02/07. doi: 10.1093/ajcn/73.2.386s 11157346.
40. Mainville I, Arcand Y, Farnworth ER. A dynamic model that simulates the human upper gastrointestinal tract for the study of probiotics. Int J Food Microbiol. 2005;99(3):287–96. Epub 2005/04/06. doi: 10.1016/j.ijfoodmicro.2004.08.020 15808363.
41. Chou LS, Weimer B. Isolation and characterization of acid- and bile-tolerant isolates from strains of Lactobacillus acidophilus. J Dairy Sci. 1999;82(1):23–31. Epub 1999/02/18. doi: 10.3168/jds.S0022-0302(99)75204-5 10022003.
42. Rodriguez E, Arques JL, Rodriguez R, Nunez M, Medina M. Reuterin production by lactobacilli isolated from pig faeces and evaluation of probiotic traits. Lett Appl Microbiol. 2003;37(3):259–63. Epub 2003/08/09. doi: 10.1046/j.1472-765x.2003.01390.x 12904230.
43. Burns P, Sanchez B, Vinderola G, Ruas-Madiedo P, Ruiz L, Margolles A, et al. Inside the adaptation process of Lactobacillus delbrueckii subsp. lactis to bile. Int J Food Microbiol. 2010;142(1–2):132–41. Epub 2010/07/14. doi: 10.1016/j.ijfoodmicro.2010.06.013 20621375.
44. Nagpal R, Kumar A, Kumar M, Behare PV, Jain S, Yadav H. Probiotics, their health benefits and applications for developing healthier foods: a review. FEMS microbiology letters. 2012;334(1):1–15. Epub 2012/05/10. doi: 10.1111/j.1574-6968.2012.02593.x 22568660.
45. Lee YK, Puong KY, Ouwehand AC, Salminen S. Displacement of bacterial pathogens from mucus and Caco-2 cell surface by lactobacilli. J Med Microbiol. 2003;52(Pt 10):925–30. Epub 2003/09/16. doi: 10.1099/jmm.0.05009-0 12972590.
46. Schiffrin EJ, Rochat F, Link-Amster H, Aeschlimann JM, Donnet-Hughes A. Immunomodulation of human blood cells following the ingestion of lactic acid bacteria. J Dairy Sci. 1995;78(3):491–7. Epub 1995/03/01. doi: 10.3168/jds.S0022-0302(95)76659-0 7782506.
47. Fogh J, Fogh JM, Orfeo T. One hundred and twenty-seven cultured human tumor cell lines producing tumors in nude mice. Journal of the National Cancer Institute. 1977;59(1):221–6. Epub 1977/07/01. doi: 10.1093/jnci/59.1.221 327080.
48. Kozak K, Charbonneau D, Sanozky-Dawes R, Klaenhammer T. Characterization of bacterial isolates from the microbiota of mothers' breast milk and their infants. Gut microbes. 2015;6(6):341–51. Epub 2016/01/05. doi: 10.1080/19490976.2015.1103425 26727418; PubMed Central PMCID: PMC4826109.
49. Yu X, Avall-Jaaskelainen S, Koort J, Lindholm A, Rintahaka J, von Ossowski I, et al. A Comparative Characterization of Different Host-sourced Lactobacillus ruminis Strains and Their Adhesive, Inhibitory, and Immunomodulating Functions. Frontiers in microbiology. 2017;8:657. Epub 2017/04/30. doi: 10.3389/fmicb.2017.00657 28450859; PubMed Central PMCID: PMC5390032.
50. Kristo I, Pitiriga V, Poulou A, Zarkotou O, Kimouli M, Pournaras S, et al. Susceptibility patterns to extended-spectrum cephalosporins among Enterobacteriaceae harbouring extended-spectrum beta-lactamases using the updated Clinical and Laboratory Standards Institute interpretive criteria. Int J Antimicrob Agents. 2013;41(4):383–7. Epub 2013/02/05. doi: 10.1016/j.ijantimicag.2012.12.003 23375981.
51. Ammor MS, Florez AB, Mayo B. Antibiotic resistance in non-enterococcal lactic acid bacteria and bifidobacteria. Food Microbiol. 2007;24(6):559–70. Epub 2007/04/10. doi: 10.1016/j.fm.2006.11.001 17418306.
52. Liu C, Zhang ZY, Dong K, Yuan JP, Guo XK. Antibiotic resistance of probiotic strains of lactic acid bacteria isolated from marketed foods and drugs. Biomedical and environmental sciences: BES. 2009;22(5):401–12. Epub 2010/02/19. doi: 10.1016/S0895-3988(10)60018-9 20163065.
53. Klein A, Friedrich U, Vogelsang H, Jahreis G. Lactobacillus acidophilus 74–2 and Bifidobacterium animalis subsp lactis DGCC 420 modulate unspecific cellular immune response in healthy adults. Eur J Clin Nutr. 2008;62(5):584–93. Epub 2007/04/19. doi: 10.1038/sj.ejcn.1602761 17440520.
54. Temmerman R, Pot B, Huys G, Swings J. Identification and antibiotic susceptibility of bacterial isolates from probiotic products. Int J Food Microbiol. 2003;81(1):1–10. Epub 2002/11/09. doi: 10.1016/s0168-1605(02)00162-9 12423913.
55. Sanchez Valenzuela A, Lavilla Lerma L, Benomar N, Galvez A, Perez Pulido R, Abriouel H. Phenotypic and molecular antibiotic resistance profile of Enterococcus faecalis and Enterococcus faecium isolated from different traditional fermented foods. Foodborne Pathog Dis. 2013;10(2):143–9. Epub 2012/12/25. doi: 10.1089/fpd.2012.1279 23259502.
56. Donado-Godoy P, Castellanos R, Leon M, Arevalo A, Clavijo V, Bernal J, et al. The Establishment of the Colombian Integrated Program for Antimicrobial Resistance Surveillance (COIPARS): A Pilot Project on Poultry Farms, Slaughterhouses and Retail Market. Zoonoses Public Health. 2015;62 Suppl 1:58–69. Epub 2015/04/24. doi: 10.1111/zph.12192 25903494.
57. Seputiene V, Bogdaite A, Ruzauskas M, Suziedeliene E. Antibiotic resistance genes and virulence factors in Enterococcus faecium and Enterococcus faecalis from diseased farm animals: pigs, cattle and poultry. Pol J Vet Sci. 2012;15(3):431–8. Epub 2012/12/12. 23214361.
58. Plaza-Diaz J, Fernandez-Caballero JA, Chueca N, Garcia F, Gomez-Llorente C, Saez-Lara MJ, et al. Pyrosequencing analysis reveals changes in intestinal microbiota of healthy adults who received a daily dose of immunomodulatory probiotic strains. Nutrients. 2015;7(6):3999–4015. Epub 2015/05/29. doi: 10.3390/nu7063999 26016655; PubMed Central PMCID: PMC4488769.
59. Plaza-Diaz J, Gomez-Llorente C, Campana-Martin L, Matencio E, Ortuno I, Martinez-Silla R, et al. Safety and immunomodulatory effects of three probiotic strains isolated from the feces of breast-fed infants in healthy adults: SETOPROB study. PLoS One. 2013;8(10):e78111. Epub 2013/11/10. doi: 10.1371/journal.pone.0078111 24205115; PubMed Central PMCID: PMC3810271.
60. Makelainen H, Tahvonen R, Salminen S, Ouwehand AC. In vivo safety assessment of two Bifidobacterium longum strains. Microbiol Immunol. 2003;47(12):911–4. Epub 2003/12/26. doi: 10.1111/j.1348-0421.2003.tb03464.x 14695440.
61. Medzhitov R, Janeway CA Jr. Innate immunity: impact on the adaptive immune response. Curr Opin Immunol. 1997;9(1):4–9. Epub 1997/02/01. doi: 10.1016/s0952-7915(97)80152-5 9039775.
62. Takeuchi O, Hoshino K, Kawai T, Sanjo H, Takada H, Ogawa T, et al. Differential roles of TLR2 and TLR4 in recognition of gram-negative and gram-positive bacterial cell wall components. Immunity. 1999;11(4):443–51. Epub 1999/11/05. doi: 10.1016/s1074-7613(00)80119-3 10549626.
63. Diaz-Ropero MP, Martin R, Sierra S, Lara-Villoslada F, Rodriguez JM, Xaus J, et al. Two Lactobacillus strains, isolated from breast milk, differently modulate the immune response. J Appl Microbiol. 2007;102(2):337–43. Epub 2007/01/24. doi: 10.1111/j.1365-2672.2006.03102.x 17241338.
64. Wu Y, Zhu C, Chen Z, Chen Z, Zhang W, Ma X, et al. Protective effects of Lactobacillus plantarum on epithelial barrier disruption caused by enterotoxigenic Escherichia coli in intestinal porcine epithelial cells. Veterinary immunology and immunopathology. 2016;172:55–63. Epub 2016/04/02. doi: 10.1016/j.vetimm.2016.03.005 27032504.
65. Bermudez-Brito M, Munoz-Quezada S, Gomez-Llorente C, Matencio E, Bernal MJ, Romero F, et al. Human intestinal dendritic cells decrease cytokine release against Salmonella infection in the presence of Lactobacillus paracasei upon TLR activation. PLoS One. 2012;7(8):e43197. Epub 2012/08/21. doi: 10.1371/journal.pone.0043197 22905233; PubMed Central PMCID: PMC3419202.
66. Tremaroli V, Backhed F. Functional interactions between the gut microbiota and host metabolism. Nature. 2012;489(7415):242–9. Epub 2012/09/14. doi: 10.1038/nature11552 22972297.
67. Merly L, Smith SL. Murine RAW 264.7 cell line as an immune target: are we missing something? Immunopharmacology and immunotoxicology. 2017;39(2):55–8. doi: 10.1080/08923973.2017.1282511 28152640
68. J. F. PHYLIP (Phylogeny inference package), Version 3.5c. Distributed by the author. Seattle, USA: Department of Genome Sciences, University of Washington1993.
69. Fitch WM. Toward Defining the Course of Evolution: Minimum Change for a Specific Tree Topology. Systematic Biology. 1971;20(4):406–16. doi: 10.1093/sysbio/20.4.406
70. Felsenstein J. Evolutionary trees from DNA sequences: a maximum likelihood approach. J Mol Evol. 1981;17(6):368–76. Epub 1981/01/01. doi: 10.1007/bf01734359 7288891.
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