Abstract
Lactobacilli (n = 24), isolated from human infants and yogurt, showed variable in vitro activity against Salmonella enteritidis (8.0 ± 1.0 to 16.6 ± 0.5 mm) and other gut pathogens (9.0 ± 1.0 to 15.3 ± 0.5 mm), as determined by a well diffusion assay. The isolates were identified as Limosilactobacillus fermentum (FY1, FY3, FY4, IL2, and IL5), Lactobacillus delbrueckii (FY6 and FY7), Lactobacillus sp. (IL7), and Lactobacillus gasseri (IL12). All isolates showed variable in vitro tolerance to acidic pH for 3 h and visible growth at pH 4 and in the presence of 0.3% ox-bile. The antibiotic susceptibility profile of Lactobacillus isolates indicated resistance against vancomycin, ciprofloxacin, streptomycin, and lincomycin. Isolates had variable auto-aggregation and showed variable capabilities to co-aggregate with S. enteritidis. Based on all tested parameters, L. fermentum IL2, L. fermentum IL5, and L. gasseri IL12 were selected for co-culture experiments, followed by in vivo evaluation in Balb/c mice. All the selected isolates resulted in a 100% reduction in S. enteritidis in broth. Lactobacillus isolates efficiently colonized mouse guts and inhibited S. enteritidis colonization. Overall, there was ≥99.06% and ≤4.32 Mean log10 reduction in Salmonella counts in mice feces within 7 days. The study, thus, provided characterized lactobacilli that could be considered as potential ingredients for probiotic formulations intended to prevent S. enteritidis infection in humans.
1 Introduction
Salmonella enterica is a leading bacterial cause of foodborne illnesses, causing a considerable burden globally [1]. Out of 2,600 salmonellae, Salmonella enterica serovar Enteritidis is a significant pathogen of public health importance [2]. Salmonella enteritidis causes gastrointestinal inflammation, with diarrhea as the most common symptom. Diarrhea may cause excessive water loss while removing bacteria from the body. Thus, the innovation of effective control strategies against Salmonella enteritidis infections has been a moving target [3]. In Pakistan, it is an endemic pathogen causing regular outbreaks associated with poultry products [4]. Moreover, it can be transmitted both vertically and horizontally in poultry and eventually to humans [5]. In the 20th century, Salmonella enteritidis emerged as a major egg-associated pathogen [6]. Although numerous antibiotics are available for treating Salmonella infections, their excessive use has mounted anti-microbial resistance, treatment failures, and a negative impact on human health [7]. Isolation of multi-drug resistant Salmonella enteritidis from different regions of Pakistan has disclosed a potential threat not only to humans but also to the poultry industry of Pakistan [8]. Therefore, Pakistan has restricted the preventive and medical use of antibiotics in poultry and livestock sectors [9]. However, managing drug-resistant Salmonella enteritidis infections by non-antibiotic prophylactic regimens (including probiotics) is an acceptable alternative [10].
Probiotics or direct-fed microbes are currently receiving considerable interest as an alternative to antibiotics. According to World Health Organization and Food and Agriculture Organization, probiotics are the living microorganisms which when administered in adequate amount confer a health benefit to the host [11]. These have been classified into two broad categories, including classical probiotics (Bifidobacterium, Lactobacillus, and Saccharomyces boulardii) and next-generation probiotics (Faecalibacterium prausnitzii and Akkermancia muciniphila) [12]. The different strains of probiotics are being used in numerous supplements, drugs, food products, milk powder, cheese, yogurt, ice cream, and fruit juices [13].
Probiotics are distinguished for providing health benefits, including immune boosting, protection against gut pathogens, binding of mycotoxins, strengthening of gut function and microbiota, and increased absorption of nutrients [14]. It has been hypothesized that probiotic lactobacilli have antibacterial potential and, thus, can prevent the growth of pathogenic bacteria like Salmonella, Escherichia coli, and Campylobacter [15,16]. The anti-Salmonella activity of lactic acid bacteria and their potential to act as a probiotic feed additive, especially against salmonellosis, have been demonstrated previously [17]. Currently, the mechanistic action of probiotics is still under consideration. The mechanisms of action of probiotics have not been fully revealed. However, the most favored mechanisms include the production of antibacterial compounds like bacteriocins, organic acids, and H2O2, a decline in gut pH, competition for nutrients, immune modulation, modulation of cytokine pattern and toxin action, reduction in bacterial enzyme activity, neutralization of enterotoxins, mycotoxin removal by physical binding, competitive exclusion of pathogen, and antagonism of the pathogen, followed by strengthening of normal flora and enhanced digestive activity [18,19].
The anti-microbial effect of probiotics is species and strain-specific, which is more prominent against pathogens from the same origin. Therefore, extensive screening is required to select probiotic strains [20]. Due to the beneficial attributes and lesser side effects, there has been increased interest in searching out novel probiotic strains. Thus, the present work is aimed to isolate anti-S. enteritidis lactobacilli, determine their in vitro probiotic properties, and evaluate the resultant probiotics for the prevention of Salmonella enteritidis colonization in mice.
2 Methods
2.1 Isolation and identification of lactobacilli
Yogurt samples (n = 15), including both homemade (n = 7) and commercial (n = 8), were collected from different areas of Lahore. Fecal swab samples (n = 15) were obtained from healthy humans (breastfed infants) after taking informed consent from their parents/guardians. All samples were transported to the Institute of Microbiology, the University of Veterinary and Animal Sciences (UVAS), Lahore, where these were serially diluted (ten-fold) and plated on de Man, Rogosa, and Sharpe (MRS) agar (Merck, Germany), as described in a previous study [21]. After 24–48 h incubation at 37°C (equivalent to human body temperature) in an anaerobic jar (Oxoid Anaerobic indicator BR0055), individual colonies were purified and stored in MRS broth supplemented with 20% glycerol at −20°C. Lactobacilli were initially identified by Gram’s staining and a catalase test, as described by Bergey’s Manual of Determinative Bacteriology [22]. DNAs of lactobacilli were isolated using a DNA extraction kit (Geneall, South Korea), according to the manufacturer’s instructions. Lactobacillus genus was confirmed using specific primers XB5-F (5′-GCCTTGTACACACCGCCCGT-3′) and LbLMA1-R (5′-CTCAAAACTAAACAAAGTTTC-3′) targeting 16S–23S inter-spacer regions, as used earlier [23]. Whereas, 16S rDNAs were amplified using universal primers 8FLP-F (5′-AGTTTGATCNCTGGCTCAG-3′) and XB4-R (5′-GTGTGTACAAGGCCCGGGAAC-3′) [24]. The fragments were amplified in a Bio-Rad T100TM Thermo-cycler using the following program: initial denaturation at 94°C for 10 min, followed by 35 cycles of final denaturation at 94°C for 1 min, annealing at 55°C for 1 min, and initial extension at 72°C for 1 min. In the end, the final extension was performed at 72°C for 10 min. The sequences of 16S rDNA amplicons (∼1400 bp) or 16S–23S rDNA inter-spacer (∼250 bp) were submitted to GenBank, and accession numbers were obtained.
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Informed consent: Informed consent has been obtained from the guardians of all individuals included in this study.
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Ethical approval: The research related to human use has been complied with all the relevant national regulations, institutional policies and in accordance with the tenets of the Helsinki Declaration, and has been approved by the authors’ institutional review board or equivalent committee.
2.2 Screening of anti-Salmonella enteritidis lactobacilli
Lactobacilli were screened for their activity against Salmonella enteritidis (D) (ATCC13076TM) and antibiotic-resistant salmonellae (Salmonella enteritidis 54, Salmonella enteritidis 56, Salmonella enteritidis 58, and Salmonella enteritidis 91) of poultry origin, that were isolated previously by Yasmin [9]. The antibiotic susceptibility patterns of salmonellae are mentioned in Table 1.
Antibiotic susceptibility patterns of salmonellae
Strain | Antibiotic resistance profile |
---|---|
S.E 54 | AMPR, AMXR, CHLR, CIPR, NALR, TETR, CROR, and CFMR |
S.E 56 | AMPR, AMXR, CHLR, CIPR, NALR, TETR, CROR, CFMR, and CAZR |
S.E 58 | AMPR, AMXR, CHLR, CIPR, NALR, TETR, CAZR, GEN R, and SXT R |
S.E 91 | AMPR, AMXR, CHLR, CIPR, NALR, and GEN R |
Note: S.E: Salmonella enteritidis; R: resistant; AMP: ampicillin; AMX: amoxicillin; CHL: chloramphenicol; CIP: ciprofloxacin; NAL: nalidixic acid; TET: tetracycline; CRO: ceftriaxone; CFM: cefixime; CAZ: ceftazidime; GEN: gentamicin; SXT: sulfamethoxazole.
An agar diffusion assay was performed following the previous method with slight modifications [1,15,16,25]. In brief, ∼0.5 McFarland inoculum of Salmonella enteritidis was swabbed on Mueller–Hinton (MH) agar. Wells were created, sealed with molten agar, and filled with cell-free supernatants (CFSs; 80–100 µL) of lactobacilli. CFSs were also tested after neutralization using NaOH (1 mol L−1) and inactivation of H2O2 using catalase. MRS broth was used as a negative control in the test. After 24 h incubation at 37°C, the diameter of inhibition zones was measured in millimeters.
2.3 In vitro probiotic properties of lactobacilli
All the tests essential for the assessment of probiotic potential were performed in accordance with the previous related studies [10,21,26].
2.3.1 Tolerance to acidic pH and ox-bile
Acid tolerance of lactobacilli was determined as described by Asghar et al. [26], with some modifications. Briefly, lactobacilli (3 × 107 CFU) were exposed to normal saline having pH 2, 3, 4, and 7, adjusted with HCl (0.1 mol L−1)/NaOH (1 mol L−1). After 3 h incubation at 37°C, 20 µL of pH-exposed lactobacilli (6 × 106 CFU) were re-cultured in 200 µL of MRS broth (pH = 7) supplemented with L-cysteine (0.5 g L−1), using a 96-well microtiter plate. The plate was then incubated at 37°C. The pH tolerance was estimated by calculating the difference in optical density (OD) values at 24 h and 0 min, recorded at 630 nm using a Rayto Microtiter plate reader (RT-2100C). To monitor the ability of lactobacilli to survive acidic conditions, their growth was observed in MRS broth with pH adjusted to 3, 4, and 7. The bacterial growth was indicated by an increase in OD values after 24 h incubation.
To check tolerance to ox-bile, lactobacilli (3 × 107 CFU) were inoculated in 200 µL of MRS broth supplemented with 0.3, 1.0, and 1.8% purified ox-bile (Hi-Media) and l-cysteine (0.5 g L−1) [27,28]. After 24 h incubation at 37°C, tolerance was assessed by calculating the difference in OD values at 0 min and 24 h.
2.3.2 Activity against other gut pathogens
The activity of isolates against Campylobacter jejuni (ATCC33291TM), E. coli ZQN9, and Salmonella Gallinarum G1 was determined by the agar well diffusion method as described earlier.
2.3.3 Antibiotic susceptibility pattern
Minimum inhibitory concentrations (MICs) of ampicillin, amoxicillin, chloramphenicol, vancomycin, erythromycin, tetracycline, penicillin, ciprofloxacin, lincomycin, streptomycin, doxycycline, and levofloxacin against lactobacilli (n = 24) were determined by the broth microdilution method in 96-well microtiter plates as demonstrated by Saleem [29]. Two-fold dilutions of antibiotics (0.25–128 μg mL−1) were prepared in the LAB susceptibility test medium using microtiter plate wells. Inoculums of lactobacilli (∼1 McFarland) were prepared by suspending their fresh growth in normal saline, followed by dilution (1/103) in MRS broth. Then, the doubly diluted antibiotics (50 μL) were inoculated with prepared inoculum (100 μL, ∼3 × 104 CFU). Microtiter plates were then incubated at 37°C for 24 h in anaerobic conditions, followed by observation of visible growth or turbidity. Minimum concentrations of antibiotics inhibiting the visible growth of isolates were considered as MICs. Isolates were designated as resistant, intermediate, and sensitive to the tested antibiotics following the breakpoints given by the European Food Safety Authority (EFSA) [30], except the breakpoints for ciprofloxacin and levofloxacin were adopted from the Clinical and Laboratory Standards Institute.
2.3.4 Auto-aggregation and Co-aggregation assays
Auto-aggregation and co-aggregation abilities of lactobacilli were determined according to the procedure of Angelov [31]. Briefly, ∼1 McFarland suspension of freshly grown Lactobacillus and Salmonella enteritidis were incubated alone and in combination (1:1) at 37°C. Afterward, OD of 0.2 mL supernatant was recorded at 0 min, 1, 2, and 16 h. Percentage auto-aggregation and co-aggregation were calculated using the same formulae that were used by Angelov [31].
2.4 Salmonella enteritidis inhibition in broth cultures
A broth inhibition test was performed by adapting the procedure used by Khan et al. [21]. Suspensions (100 µL) of Salmonella enteritidis (0.5 McFarland) and Lactobacillus (1 McFarland) were mixed in skim milk broth (10 mL) and incubated at 37°C. Salmonella enteritidis and lactobacilli were enumerated from this mixture at different intervals, using Salmonella Shigella and MRS agar, respectively.
2.5 In vivo evaluation of probiotic lactobacilli for prevention of Salmonella enteritidis in mice
The probiotic potential of selected lactobacilli against Salmonella enteritidis was evaluated in mice using the previous protocol with some modifications in experimental design [32]. In vivo experiments were conducted in compliance with the institutional ethical guidelines. Ethical approval was obtained from the institutional ethical review committee of UVAS, Lahore (approval No. 408; dated: 22/04/2019). Healthy conventional Balb/c mice were purchased from the University of Health Sciences, Lahore, and moved to the cages placed in controlled mouse rooms of the Institute of Microbiology, UVAS, at 22 ± 2°C temperature, with 65% humidity and alternate 12 h periods of light and dark. All the males mice at 8 weeks of age were divided into 5 groups, each with 5 mice. They were supplied with potable water and commercial standard fat diet ad libitum and housed in cages (filled with wood shavings). Negative control mice were administered with sterilized normal saline. The positive control group received only Salmonella enteritidis. The experimental groups were orally administered with a probiotic dose (0.6 × 108 CFU), using orogastric gavage, for 17 days. Experimental and positive control groups were additionally challenged (twice) with Salmonella enteritidis (D) ATCC13076TM (∼107 CFU mL−1) on the 7th and 15th day of the experiment. Fresh fecal samples were collected using sterile forceps and diluted (ten-fold) using sterile normal saline. The diluted feces (0.2 mL) were spread on both the Salmonella Shigella agar and MRS agar supplemented with vancomycin (100 µg mL−1) and fluconazole (100 µg mL−1), separately. The plates were then incubated at 37°C for 24–48 h. Lactobacillus counts and Salmonella counts were then performed.
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Ethical approval: The research related to animal use has been complied with all the relevant national regulations and institutional policies for the care and use of animals.
2.6 Statistical analysis
All analyses were carried out using one-way ANOVA followed by Tukey’s test, using GraphPad Prism 5.0 software. A p-value < 0.05 was considered significant.
3 Results
3.1 Isolates identified as Lactobacillus spp.
Lactobacillus isolates (n = 24) were purified from 30 samples, 9 from yogurt and 15 from feces of healthy human infants who were fed on breast milk and did not receive any previous treatment with probiotics and antibiotics. All isolates were Gram-positive rods and catalase-negative. All 24 isolates were confirmed as lactobacilli using Lactobacillus genus-specific polymerase chain reaction. Isolates were confirmed as L. fermentum (FY1 [MN153531], FY3 [MN153532], FY4 [MN153533], IL2 [MN153536 – 16S rDNA; MN161530 – 16S–23S inter-spacer], and IL5 [MN161531]), L. delbrueckii (FY6 [MN153534] and FY7 [MN153535]), Lactobacillus sp. (IL7), L. gasseri (IL12 [MN153537 – 16S rDNA; MN161532 – 16S–23S inter-spacer]), and other species of Lactobacillus.
3.2 Anti-microbial effect of lactobacilli against S. enteritidis
The activity of lactobacilli against Salmonella enteritidis was indicated by ≤16.6 ± 0.5 mm inhibition zones against salmonellae, determined by a well diffusion assay (Figure 1).

Anti-Salmonella enteritidis activity (mean value ± SD) of CFSs of lactobacilli. No zones of inhibition were detected in neutralized CFSs except a few with ≤8.6 ± 0.5 mm zone diameter. Inactivation of H2O2 did not affect the activity of supernatants. S.E: Salmonella enteritidis; SD: Standard Deviation. a, b, c, and d indicate statistically significant difference (p < 0.05) among different bars of the same group.
3.3 In vitro probiotic properties of lactobacilli
None of the isolates showed growth at pH 3, except FY9, IL4, IL9, and IL17 which showed an increase in OD (≤0.148 ± 0.015). Most lactobacilli showed better growth at pH 4 (increase in OD ≤ 1.076 ± 0.006) compared to pH 3, except FY3, FY5, FY7, FY9, and IL1. The IL2 and IL13 showed the highest growth at pH 4 (Figure 2).

Growth of lactobacilli at different pH values within 24 h. SD: standard deviation; OD: optical density. a, b, and c indicate statistically significant difference (p < 0.05) among different bars of the same group.
The isolates also showed varying degrees of tolerance to pH 4 (increase in OD ≤ 1.291 ± 0.068) for 3 h, except FY1, FY5, and IL6. Only 9 isolates tolerated pH 3 (increase in OD ≤ 1.359 ± 0.4) for 3 h, as shown in Table 2. Isolates FY3 and IL15 additionally tolerated pH 2 (increase in OD ≤ 1.067 ± 0.05) for 3 h. In short, lactobacilli were more tolerant to pH 4 compared to lower pH values.
Tolerance of lactobacilli to different pH values for 3 h
Sr No | Isolate | Tolerance for 3 h (increase in OD) | |||
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pH 7 | pH 4 | pH 3 | pH 2 | ||
1 | FY1 | 0.716 ± 0.5a | 0.015 ± 0.01b | 1.017 ± 0.005a | 0.034 ± 0.002b |
2 | FY2 | 1.063 ± 0.04a | 1.061 ± 0.08a | 0.982 ± 0.01a | 0.076 ± 0.003b |
3 | FY3 | 0.916 ± 0.04a | 1.028 ± 0.05a | 0.07 ± 0.008b | 0.609 ± 0.5b |
4 | FY4 | 1.008 ± 0.07a | 0.942 ± 0.06a | 0.068 ± 0.008b | 0.062 ± 0.008b |
5 | FY5 | 1.140 ± 0.09a | 0.006 ± 0.01b | 0.624 ± 0.02b | 0.202 ± 0.1c |
6 | FY6 | 1.190 ± 0.16a | 0.466 ± 0.65b | 0.058 ± 0.003b | 0.046 ± 0.01b |
7 | FY7 | 1.234 ± 0.13a | 0.043 ± 0.021b | 0.059 ± 0.005b | 0.238 ± 0.313b |
8 | FY8 | 0.72 ± 0.52a | 0.65 ± 0.52a | 0.051 ± 0.003a | 0.049 ± 0.006a |
9 | FY9 | 0.909 ± 0.38a | 1.29 ± 0.12a | 0.047 ± 0.005b | 0.046 ± 0.001b |
10 | IL1 | 0.047 ± 0.06a | 1.073 ± 0.02b | 1.359 ± 0.4b | 0.021 ± 0.002a |
11 | IL2 | 0.812 ± 0.66a | 1.024 ± 0.07a | 0.98 ± 0.03a | 0.027 ± 0.003b |
12 | IL3 | 1.136 ± 0.04a | 1.07 ± 0.05a | 0.075 ± 0.05b | 0.029 ± 0.001b |
13 | IL4 | 1.045 ± 0.02a | 1.078 ± 0.11a | 0.025 ± 0.02b | 0.02 ± 0.01b |
14 | IL5 | 1.120 ± 0.07a | 1.065 ± 0.06a | 1.045 ± 0.04a | 0.201 ± 0.1b |
15 | IL6 | 1.124 ± 0.07a | 1.159 ± 0.22a | 0.053 ± 0.01b | 0.013 ± 0.013b |
16 | IL7 | 1.215 ± 0.21a | 0.069 ± 0.006b | 0.543 ± 0.03c | 0.043 ± 0.04b |
17 | IL8 | 1.077 ± 0.21a | 1.148 ± 0.12a | 1.096 ± 0.07a | 0.024 ± 0.001b |
18 | IL9 | 1.147 ± 0.01a | 1.291 ± 0.068b | 0.992 ± 0.01c | 0.023 ± 0.03d |
19 | IL10 | 0.405 ± 0.54a | 1.136 ± 0.09b | 0.090 ± 0.008a | 0.016 ± 0.01a |
20 | IL12 | 1.021 ± 0.02a | 1.19 ± 0.18a | 1.057 ± 0.003a | 0.013 ± 0.02b |
21 | IL13 | 1.166 ± 0.01a | 0.482 ± 0.7b | 0.078 ± 0.002b | 0.012 ± 0.01b |
22 | IL14 | 1.115 ± 0.06a | 1.083 ± 0.09a | 0.304 ± 0.385b | 0.004 ± 0.03b |
23 | IL15 | 1.177 ± 0.18a | 1.277 ± 0.24a | 1.121 ± 0.01a | 1.067 ± 0.05a |
24 | IL17 | 0.893 ± 0.1a | 0.934 ± 0.04a | 0.059 ± 0.007b | 0.02 ± 0.01b |
Note: a, b, c, and d indicate statistically significant difference (p < 0.05) among different columns of the same row. SD: standard deviation; OD: optical density. Increase in OD = OD after 24 h – OD at 0 min.
Lactobacillus isolates (n = 18) showed good growth rates in the presence of 0.3% ox-bile (increase in OD ≤ 0.603 ± 0.4), and 1% ox-bile (increase in OD ≤ 0.339 ± 0.02) as indicated in Figure 3.

Growth of lactobacilli in MRS broth supplemented with different concentrations of ox-bile within 24 h. a, b, c, and d indicate statistically significant difference (p < 0.05) among different bars of same group; SD: dtandard deviation.
All the isolates had variable auto-aggregation and co-aggregation (with Salmonella enteritidis) capabilities, ranging between 0.8 ± 0.2 and 55.6 ± 0.1% and 0.8 ± 0.1 and 32.7 ± 0.2%, respectively (Figures 4 and 5).

Auto-aggregation of lactobacilli within different time intervals.

Co-aggregation of lactobacilli with Salmonella enteritidis within different time intervals.
The safety profile of lactobacilli indicated sensitivity to all the tested antibiotics except vancomycin, ciprofloxacin, lincomycin, and streptomycin (Table 3). Lactobacilli also had variable activity against other gut pathogens, including Campylobacter jejuni ATCC (≤15.3 ± 0.5 mm), E. coli ZQN9 (≤11.3 ± 0.5 mm), and Salmonella Gallinarum G1 (≤12 ± 0 mm).
Antibiotic resistance pattern of lactobacilli
Sr No. | Isolates | Resistance profile |
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1 | FY1 | VANR, CIPR, and STRR |
2 | FY2 | VANR, CIPR, and STRR |
3 | FY3 | VANR, CIPR, and STRR |
4 | FY4 | VANR, CIPR, and STRR |
5 | FY5 | VANR, CIPR, and STRR |
6 | FY6 | CIPR |
7 | FY7 | CIPR and STRR |
8 | FY8 | VANR, CIPR, and STRR |
9 | FY9 | VANR, CIPR, and STRR |
10 | IL1 | VANR, CIPR, LCMR, and STRR |
11 | IL2 | VANR, CIPR, and LCMR |
12 | IL3 | VANR, CIPR, LCMR, and STRR |
13 | IL4 | VANR, CIPR, LCMR, and STRR |
14 | IL5 | VANR, LCMR, and STRR |
15 | IL6 | VANR, CIPR, LCMR, and STRR |
16 | IL7 | VANR, CIPR, LCMR, and STRR |
17 | IL8 | VANR, CIPR, LCMR, and STRR |
18 | IL9 | VANR, CIPR, LCMR, and STRR |
19 | IL10 | CIPR, LCMR, and STRR |
20 | IL12 | VANR, CIPR, and LCMR |
21 | IL13 | VANR, CIPR, and STRR |
22 | IL14 | VANR, CIPR, and STRR |
23 | IL15 | VANR, CIPR, and STRR |
24 | IL17 | VANR, CIPR, and STRR |
Note: R: resistant; VAN: vancomycin; CIP: ciprofloxacin; STR: streptomycin; LCM: lincomycin.
3.4 In vitro and in vivo activities of probiotic lactobacilli against S. enteritidis
All the selected isolates (L. fermentum IL5, L. fermentum IL2, and L. gasseri IL12) resulted in a 100% reduction in S. enteritidis in broth (Table 4), followed by efficient colonization in mouse guts, as indicated by increased Lactobacillus counts (8.77 ± 0.02 log10 CFU mL−1) in mice feces (Table 5). No Salmonella was detected in mice feces of IL5 and IL12 groups at the end of the trial. On the other hand, there was a 2 log reduction in Salmonella counts in the case of IL2 group. There was no significant reduction in Salmonella counts in mice feces of positive and negative control groups. Within a week, there was 2.02, 3.37, and 4.32 mean log10 reduction in Salmonella counts in mice feces by IL2, IL5, and IL12, respectively. In other words, the tested isolates (IL2, IL5, and IL12) showed 99.06, >99.9, and >99.99% reduction in Salmonella counts, respectively. Fortunately, no mortality was observed during the in vivo experiment.
Reduction in Salmonella enteritidis in co-culture with selected probiotics
Lactobacilli | Log10 CFU mL−1 (mean value ± SD) of Salmonella enteritidis | Salmonella enteritidis reduction at 48 h (%) | |||
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0 min | 4 h | 24 h | 48 h | ||
IL2 | 6.35 ± 0.03a | 8.92 ± 0.02c | 7.65 ± 0.03b | ND | 100 |
IL5 | 5.92 ± 0.02a | 7.23 ± 0.02c | 6.55 ± 0.05b | ND | 100 |
IL12 | 4.91 ± 0.03a | 8.82 ± 0.02c | 6.68 ± 0.02b | ND | 100 |
Note: a, b, and c indicate statistically significant difference (p < 0.05) among different columns of the same row; ND: not detected; SD: standard deviation; CFU: colony-forming unit.
Effect of probiotic lactobacilli on Salmonella enteritidis colonization in mice
Group | log10 CFU mL−1 (mean value ± SD) | ||||||||
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Day 1 | Day 8 | Day 10 | Day 16 | Day 17 | |||||
S.E | Lactobacillus | S.E | Lactobacillus | S.E | Lactobacillus | S.E | Lactobacillus | S.E | |
NC | — | — | 2.68 ± 0.02a | 7.33 ± 0.02a | 2.57 ± 0.02a | 8.16 ± 0.03a | 2.68 ± 0.02a | 7.57 ± 0.02a | 2.31 ± 0.03a |
PC | — | — | 3.35 ± 0.05b | 8.21 ± 0.01b | 3.47 ± 0.02b | 7.57 ± 0.02b | 4.82 ± 0.02b | 3.6 ± 0.07b | 4.32 ± 0.02b |
IL2 | ND | 3.16 ± 0.01a | 4.94 ± 0.02c | 7.78 ± 0.02c | 2.74 ± 0.02c | 7.91 ± 0.01c | 2.95 ± 0.02c | 7.56 ± 0.02a | 2.30 ± 0.02a |
IL5 | ND | 3.44 ± 0.04b | ND | 8.77 ± 0.02d | ND | 8.12 ± 0.02a | ND | 8.05 ± 0.05c | ND |
IL12 | 2.83 ± 0.02 | 4.31 ± 0.07c | 2.62 ± 0.02a | 7.82 ± 0.02c | 5.61 ± 0.02d | 8.67 ± 0.02d | 2.48 ± 0.01d | 8.54 ± 0.04d | ND |
Note: a, b, c, and d indicate statistically significant difference (p < 0.05) among different rows of the same column; CFU: colony-forming units; SD: standard deviation; S.E: Salmonella enteritidis; NC: negative control; PC: positive control.
4 Discussion
The frequent use of antibiotics against Salmonella enteritidis has resulted in antibiotic-resistant salmonellae [9,23]. One of the recently proposed sustainable alternatives to antibiotics for the prevention of Salmonella enteritidis is the use of Lactobacillus as probiotics [33]. Various dietary probiotic microbes, including L. rhamnosus, L. reuteri, L. casei, L. acidophilus, E. coli, Bifidobacterium, Enterococci faecium, and Saccharomyces boulardii have been successfully investigated for medicinal use, either as single strain or as mixed cultures [34]. Lactobacillus is a natural resident of human, animal, and avian gastrointestinal tracts (GIT) and has been isolated from all parts of intestines, plants, and fermented foods [21,23,26,35]. Other studies isolated probiotic L. fermentum, L. reutri, L. gallinarum, L. plantarum, and L. brevis from homemade yogurt, Brazilian food products, and indigenous poultry [36,37]. Likewise, the current research isolated the local lactobacilli not only from yogurt but also from breastfed babies. As these lactobacilli are of human origin and were already a part of microflora, they may exert better probiotic effects on human GIT. Likewise, lactobacilli have also been isolated from the stool of breastfed healthy babies in China using the same strategy [24]. Ligilactobacillus salivarius CECT 5713, isolated from a breastfed 1-month-old infant, proved to be a potential probiotic strain [38]. In a recent study, Dobreva et al. [39] isolated Lactiplantibacillus plantarum strains, having activity against S. Typhimurium, from breast milk and tested their efficiency in simulated real conditions in the food chain. L. gasseri has also been reported as an important component of vaginal microflora [40]; thus, L. gasseri IL12 isolated from the stool of breastfed infants in the present study may be a representative of the mother’s reproductive tract flora.
Many studies have investigated the effects of probiotics against Salmonella [21,26,41,42]. Usually, in vitro investigations are carried out before in vivo studies for probiotic screening. However, the results of all the in vitro assays are not always consistent with the outcomes of in vivo experiments. In order to screen anti-Salmonella enteritidis lactobacilli, a well diffusion assay was used in the present study, while Kowalska et al. [43] used the agar slab method for the same purpose. Moreover, Zhou et al. [44] showed the anti-Salmonella mode of action of natural L-phenyl lactic acid purified from L. plantarum. Another study showed the successful inhibition of Salmonella invasion to intestinal epithelium HT29 cells by probiotic lactobacilli (L. salivarius and L. agilis) of porcine origin [45]. Recently, anti-fungal and anti-aflatoxigenic lactobacilli have also been screened [46].
To reach the intestine, microorganisms must survive acidity stress (pH 1.5–2) in the stomach. Lactobacillus is capable of using a proton antiport system for pH maintenance in a wide range of environments [47]. The ability of an organism to grow in MRS broth at acidic pH or to tolerate acid stress is often used for probiotic selection [24]. Current research showed visible growth of Lactobacillus isolates at both pH 4 and pH 7. In addition, tolerance to acid was also monitored by checking survival after exposure to acid stress without any nutrition. For the said purpose, normal saline (0.89% NaCl) was preferentially used because it provides osmotic protection to bacterial cells. Normal saline normally has a pH of around 5.5. To expose isolates to acid stress without any nutrition, the pH of saline was adjusted to 3, 4, and 7 using HCl (0.1 mol L−1)/NaOH (1 mol L−1). The similar tolerant behavior of lactobacilli has also been previously identified by Khan et al. [21] and Asghar et al. [26], employing the same strategy. Mostly, researchers used to record log counts of survivors after exposure to acid or bile. In contrast, the present study measured the OD, with increased OD values confirming the capability of isolates to survive in/after stressed conditions. According to the previous report, lactobacilli showed 41% survival after 90 min of exposure to pH 2 and 3 [26]. Similarly, Aazami et al. [41] reported high growth rates of Limosilactobacillus reuteri and Ligilactobacillus salivarius at pH 2.5. G-Alegría et al. [48] also showed that Lactiplantibacillus plantarum isolates could grow well at pH 3.2. To establish in the gut, lactobacilli should possess the ability to grow in the presence of at least 0.3% bile salts [26,49]. Lactobacilli isolated in present study showed growth in the presence of 0.3% ox-bile (increase in OD ≤ 0.603 ± 0.4), and 1% ox-bile (increase in OD ≤ 0.339 ± 0.02). Previously reported probiotics also showed a similar degree of resistance [26]. The greater resistance of isolates against 0.3% ox-bile compared to 1% and 1.8% agrees with previous findings [21]. A high degree of bile tolerance in L. fermentum, L. plantarum, and L. brevis has also been examined in a previous study [37].
The auto-aggregation capability of a probiotic strain is necessary for attachment to the gut epithelium. Whereas co-aggregation provides a barrier effect against pathogen colonization. The present study indicated variable auto-aggregation and co-aggregation (with Salmonella enteritidis) capabilities of lactobacilli, ranging between 0.8 ± 0.2 and 55.6 ± 0.1% and 0.8 ± 0.1 and 32.7 ± 0.2%, respectively. Several prior research works also reported similar effects of lactobacilli against Salmonella [21,26,41].
The EFSA has declared lactobacilli as generally recognized as safe microorganisms [49]. However, antibiotic susceptibility of food origin probiotics should be determined to prevent the transfer of potential anti-microbial resistance traits to commensal flora of animals, humans, and pathogens [50]. Lactobacillus sp. is generally sensitive to protein synthesis and cell wall synthesis inhibitors, except aminoglycoside and vancomycin, respectively. Whereas lactobacilli are mostly resistant to DNA synthesis inhibitors [19]. All lactobacilli isolated in the present study were sensitive to most of the tested antibiotics. This study also revealed vancomycin, ciprofloxacin, and streptomycin-resistant lactobacilli (Table 2) as reported previously [19]. Criteria for selecting probiotic strain also involve the activity against gut pathogens. Anti-Salmonella lactobacilli also showed activity against Campylobacter jejuni ATCC, E. coli ZQN9, and Salmonella Gallinarum G1. Recent reports are also available, indicating 6.5–12 mm inhibition zone radii [51,52,53]. In this way, probiotic bacteria suppress the growth of undesirable bacteria in the gut, resulting in the stabilization of the digestive system [54].
Surface layer proteins of Lactobacillus and adhesins (lectins) found in the bacterial cell wall and intestinal epithelium favor the colonization of Lactobacillus in the gut and the competitive exclusion of pathogen [55]. Due to this character, oral administration of probiotic potential lactobacilli can reduce Salmonella enteritidis counts in the intestine, resulting in reduced infections. The results of co-culture experiments indicated the ability of lactobacilli to compete for limiting nutrients, while the growth of Salmonella enteritidis was completely inhibited after 48 h. A previous study also obtained similar results from a co-culture experiment just after 10 h [56]. Overall, ≥99.06 percent reduction and ≤4.32 Mean log10 reduction in Salmonella counts from mice feces indicated the inability of Salmonella to adhere to the gut in the presence of Lactobacillus isolates. This may result from lactic acid production in the gut or competitive exclusion of Salmonella enteritidis. Another previous research showed the anti-microbial effect of Lactobacillus against Salmonella in a mouse model [42]. Recently, yeasts have also been subjected to co-aggregation with Salmonella, antagonism to salmonellosis, and in vivo survival, which presented high co-aggregation and satisfactorily survived the passage through the GIT of mice [57]. These Lactobacillus isolates can be proposed as potential probiotics to prevent Salmonella enteritidis infections in humans but only after confirmation using further experiments. For example, a recent study indicated the probiotic effect of Artemisia argyi broth fermented with Lactiplantibacillus plantarum against Salmonella Typhimurium after showing in vitro growth inhibition, reduction in adherence, and invasion of HT-29 cell line, decreased bacterial load not only in GIT but also in internal organs (spleen, liver, and mesenteric lymph nodes) of mice, decreased level of pro-inflammatory cytokines in serum, and improved epithelial barrier integrity [58]. In the current work, lactobacilli also showed significant in vitro activity against salmonellae of poultry origin; thus, these can also be evaluated in poultry birds like a previous study which indicated probiotic Bacillus licheniformis and Bacillus subtilis as tools for reducing Salmonella load in broiler GIT [59]. A significant reduction in mean Salmonella counts in feces has also previously been observed in probiotic-treated animals [60]. Various in vitro models suggested the blockage of Salmonella binding sites by lactobacilli. For example, L. fermentum was found to cause an effective reduction in the colonization of Salmonella Pullorum by 77%, whereas Ligilactobacillus animalis inhibited the adhesion of Salmonella Pullorum, Salmonella enteritidis, and Salmonella Gallinarum to host epithelial fragments by 90, 88, and 78%, respectively [61]. An antagonistic effect of Lactobacillus acidophilus LA10 against Salmonella enteritidis SE86 was also demonstrated in conventional mice upon the oral administration of 108 CFU of each of SE86 and LA10 [32]. Recently, Liu et al. [42] also found the reduction in lethal effects of Salmonella by pretreatment of mixed Lactobacillus strains in a mouse model, especially L. plantarum exhibited remarkable performance with better preventive effects. During in vivo evaluations, the effect of lactobacilli on other parameters like body weight gain, feed conversion ratio, phytate solubilization, enhanced immune response, and the effects on gut morphology and intestinal absorption capacity have also been examined previously [14,26,36,52]. Further research may include studying the factors affecting the activity of lactobacilli, such as the latest research showing that xylooligosacharides promote the anti-Salmonella activity of L. plantarum [62].
The present study is the first step of a multistep project to develop indigenous probiotics against Salmonella enteritidis to prevent and mitigate Salmonella enteritidis-associated foodborne infections. A lot of probiotic products are imported in Pakistan but none of these use the beneficial strains of the local environment. It is imperative to explore the local strains for added benefits. Thus, current work provided characterized L. fermentum IL2, L. fermentum IL5, and L. gasseri IL12, resulting in the availability of local probiotic lactobacilli in Pakistan, which can be considered potential ingredients for the mass production and further development of probiotic products for humans and poultry, after further evaluations. Thus, it will help to cope with the insufficiency of local probiotic products in Pakistan, and consumers’ health will be improved. In this way, by using probiotics as an alternative, the emergence of antibiotic-resistant strains could also be controlled. In the next phase, we will explore other benefits of these strains, i.e., immunomodulatory effects and suitable foods as the delivery vehicle.
Acknowledgments
We thank Merryn Fraser for revising the language of the manuscript.
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Funding information: Authors state that the work was funded by the Higher Education Commission (HEC); project # 7069/Punjab/NRPU/R&D/HEC/2017.
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Author contributions: M.N. and M.R. designed the study. A.M. and M.K. executed the research work. M.N. and A.M. performed data analysis. A.M., M.N., and M.T. played role in manuscript preparation. All authors approved the final version of the manuscript after revising critically.
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Conflict of interest: Authors state no conflict of interest.
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Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request. The gene sequences obtained during the current study are available in the NCBI repository, https://www.ncbi.nlm.nih.gov/.
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- The mother of all battles: Viruses vs humans. Can humans avoid extinction in 50–100 years?
- Knockdown of G1P3 inhibits cell proliferation and enhances the cytotoxicity of dexamethasone in acute lymphoblastic leukemia
- LINC00665 regulates hepatocellular carcinoma by modulating mRNA via the m6A enzyme
- Association study of CLDN14 variations in patients with kidney stones
- Concanavalin A-induced autoimmune hepatitis model in mice: Mechanisms and future outlook
- Regulation of miR-30b in cancer development, apoptosis, and drug resistance
- Informatic analysis of the pulmonary microecology in non-cystic fibrosis bronchiectasis at three different stages
- Swimming attenuates tumor growth in CT-26 tumor-bearing mice and suppresses angiogenesis by mediating the HIF-1α/VEGFA pathway
- Characterization of intestinal microbiota and serum metabolites in patients with mild hepatic encephalopathy
- Functional conservation and divergence in plant-specific GRF gene family revealed by sequences and expression analysis
- Application of the FLP/LoxP-FRT recombination system to switch the eGFP expression in a model prokaryote
- Biomedical evaluation of antioxidant properties of lamb meat enriched with iodine and selenium
- Intravenous infusion of the exosomes derived from human umbilical cord mesenchymal stem cells enhance neurological recovery after traumatic brain injury via suppressing the NF-κB pathway
- Effect of dietary pattern on pregnant women with gestational diabetes mellitus and its clinical significance
- Potential regulatory mechanism of TNF-α/TNFR1/ANXA1 in glioma cells and its role in glioma cell proliferation
- Effect of the genetic mutant G71R in uridine diphosphate-glucuronosyltransferase 1A1 on the conjugation of bilirubin
- Quercetin inhibits cytotoxicity of PC12 cells induced by amyloid-beta 25–35 via stimulating estrogen receptor α, activating ERK1/2, and inhibiting apoptosis
- Nutrition intervention in the management of novel coronavirus pneumonia patients
- circ-CFH promotes the development of HCC by regulating cell proliferation, apoptosis, migration, invasion, and glycolysis through the miR-377-3p/RNF38 axis
- Bmi-1 directly upregulates glucose transporter 1 in human gastric adenocarcinoma
- Lacunar infarction aggravates the cognitive deficit in the elderly with white matter lesion
- Hydroxysafflor yellow A improved retinopathy via Nrf2/HO-1 pathway in rats
- Comparison of axon extension: PTFE versus PLA formed by a 3D printer
- Elevated IL-35 level and iTr35 subset increase the bacterial burden and lung lesions in Mycobacterium tuberculosis-infected mice
- A case report of CAT gene and HNF1β gene variations in a patient with early-onset diabetes
- Study on the mechanism of inhibiting patulin production by fengycin
- SOX4 promotes high-glucose-induced inflammation and angiogenesis of retinal endothelial cells by activating NF-κB signaling pathway
- Relationship between blood clots and COVID-19 vaccines: A literature review
- Analysis of genetic characteristics of 436 children with dysplasia and detailed analysis of rare karyotype
- Bioinformatics network analyses of growth differentiation factor 11
- NR4A1 inhibits the epithelial–mesenchymal transition of hepatic stellate cells: Involvement of TGF-β–Smad2/3/4–ZEB signaling
- Expression of Zeb1 in the differentiation of mouse embryonic stem cell
- Study on the genetic damage caused by cadmium sulfide quantum dots in human lymphocytes
- Association between single-nucleotide polymorphisms of NKX2.5 and congenital heart disease in Chinese population: A meta-analysis
- Assessment of the anesthetic effect of modified pentothal sodium solution on Sprague-Dawley rats
- Genetic susceptibility to high myopia in Han Chinese population
- Potential biomarkers and molecular mechanisms in preeclampsia progression
- Silencing circular RNA-friend leukemia virus integration 1 restrained malignancy of CC cells and oxaliplatin resistance by disturbing dyskeratosis congenita 1
- Endostar plus pembrolizumab combined with a platinum-based dual chemotherapy regime for advanced pulmonary large-cell neuroendocrine carcinoma as a first-line treatment: A case report
- The significance of PAK4 in signaling and clinicopathology: A review
- Sorafenib inhibits ovarian cancer cell proliferation and mobility and induces radiosensitivity by targeting the tumor cell epithelial–mesenchymal transition
- Characterization of rabbit polyclonal antibody against camel recombinant nanobodies
- Active legumain promotes invasion and migration of neuroblastoma by regulating epithelial-mesenchymal transition
- Effect of cell receptors in the pathogenesis of osteoarthritis: Current insights
- MT-12 inhibits the proliferation of bladder cells in vitro and in vivo by enhancing autophagy through mitochondrial dysfunction
- Study of hsa_circRNA_000121 and hsa_circRNA_004183 in papillary thyroid microcarcinoma
- BuyangHuanwu Decoction attenuates cerebral vasospasm caused by subarachnoid hemorrhage in rats via PI3K/AKT/eNOS axis
- Effects of the interaction of Notch and TLR4 pathways on inflammation and heart function in septic heart
- Monosodium iodoacetate-induced subchondral bone microstructure and inflammatory changes in an animal model of osteoarthritis
- A rare presentation of type II Abernethy malformation and nephrotic syndrome: Case report and review
- Rapid death due to pulmonary epithelioid haemangioendothelioma in several weeks: A case report
- Hepatoprotective role of peroxisome proliferator-activated receptor-α in non-cancerous hepatic tissues following transcatheter arterial embolization
- Correlation between peripheral blood lymphocyte subpopulations and primary systemic lupus erythematosus
- A novel SLC8A1-ALK fusion in lung adenocarcinoma confers sensitivity to alectinib: A case report
- β-Hydroxybutyrate upregulates FGF21 expression through inhibition of histone deacetylases in hepatocytes
- Identification of metabolic genes for the prediction of prognosis and tumor microenvironment infiltration in early-stage non-small cell lung cancer
- BTBD10 inhibits glioma tumorigenesis by downregulating cyclin D1 and p-Akt
- Mucormycosis co-infection in COVID-19 patients: An update
- Metagenomic next-generation sequencing in diagnosing Pneumocystis jirovecii pneumonia: A case report
- Long non-coding RNA HOXB-AS1 is a prognostic marker and promotes hepatocellular carcinoma cells’ proliferation and invasion
- Preparation and evaluation of LA-PEG-SPION, a targeted MRI contrast agent for liver cancer
- Proteomic analysis of the liver regulating lipid metabolism in Chaohu ducks using two-dimensional electrophoresis
- Nasopharyngeal tuberculosis: A case report
- Characterization and evaluation of anti-Salmonella enteritidis activity of indigenous probiotic lactobacilli in mice
- Aberrant pulmonary immune response of obese mice to periodontal infection
- Bacteriospermia – A formidable player in male subfertility
- In silico and in vivo analysis of TIPE1 expression in diffuse large B cell lymphoma
- Effects of KCa channels on biological behavior of trophoblasts
- Interleukin-17A influences the vulnerability rather than the size of established atherosclerotic plaques in apolipoprotein E-deficient mice
- Multiple organ failure and death caused by Staphylococcus aureus hip infection: A case report
- Prognostic signature related to the immune environment of oral squamous cell carcinoma
- Primary and metastatic squamous cell carcinoma of the thyroid gland: Two case reports
- Neuroprotective effects of crocin and crocin-loaded niosomes against the paraquat-induced oxidative brain damage in rats
- Role of MMP-2 and CD147 in kidney fibrosis
- Geometric basis of action potential of skeletal muscle cells and neurons
- Babesia microti-induced fulminant sepsis in an immunocompromised host: A case report and the case-specific literature review
- Role of cerebellar cortex in associative learning and memory in guinea pigs
- Application of metagenomic next-generation sequencing technique for diagnosing a specific case of necrotizing meningoencephalitis caused by human herpesvirus 2
- Case report: Quadruple primary malignant neoplasms including esophageal, ureteral, and lung in an elderly male
- Long non-coding RNA NEAT1 promotes angiogenesis in hepatoma carcinoma via the miR-125a-5p/VEGF pathway
- Osteogenic differentiation of periodontal membrane stem cells in inflammatory environments
- Knockdown of SHMT2 enhances the sensitivity of gastric cancer cells to radiotherapy through the Wnt/β-catenin pathway
- Continuous renal replacement therapy combined with double filtration plasmapheresis in the treatment of severe lupus complicated by serious bacterial infections in children: A case report
- Simultaneous triple primary malignancies, including bladder cancer, lymphoma, and lung cancer, in an elderly male: A case report
- Preclinical immunogenicity assessment of a cell-based inactivated whole-virion H5N1 influenza vaccine
- One case of iodine-125 therapy – A new minimally invasive treatment of intrahepatic cholangiocarcinoma
- S1P promotes corneal trigeminal neuron differentiation and corneal nerve repair via upregulating nerve growth factor expression in a mouse model
- Early cancer detection by a targeted methylation assay of circulating tumor DNA in plasma
- Calcifying nanoparticles initiate the calcification process of mesenchymal stem cells in vitro through the activation of the TGF-β1/Smad signaling pathway and promote the decay of echinococcosis
- Evaluation of prognostic markers in patients infected with SARS-CoV-2
- N6-Methyladenosine-related alternative splicing events play a role in bladder cancer
- Characterization of the structural, oxidative, and immunological features of testis tissue from Zucker diabetic fatty rats
- Effects of glucose and osmotic pressure on the proliferation and cell cycle of human chorionic trophoblast cells
- Investigation of genotype diversity of 7,804 norovirus sequences in humans and animals of China
- Characteristics and karyotype analysis of a patient with turner syndrome complicated with multiple-site tumors: A case report
- Aggravated renal fibrosis is positively associated with the activation of HMGB1-TLR2/4 signaling in STZ-induced diabetic mice
- Distribution characteristics of SARS-CoV-2 IgM/IgG in false-positive results detected by chemiluminescent immunoassay
- SRPX2 attenuated oxygen–glucose deprivation and reperfusion-induced injury in cardiomyocytes via alleviating endoplasmic reticulum stress-induced apoptosis through targeting PI3K/Akt/mTOR axis
- Aquaporin-8 overexpression is involved in vascular structure and function changes in placentas of gestational diabetes mellitus patients
- Relationship between CRP gene polymorphisms and ischemic stroke risk: A systematic review and meta-analysis
- Effects of growth hormone on lipid metabolism and sexual development in pubertal obese male rats
- Cloning and identification of the CTLA-4IgV gene and functional application of vaccine in Xinjiang sheep
- Antitumor activity of RUNX3: Upregulation of E-cadherin and downregulation of the epithelial–mesenchymal transition in clear-cell renal cell carcinoma
- PHF8 promotes osteogenic differentiation of BMSCs in old rat with osteoporosis by regulating Wnt/β-catenin pathway
- A review of the current state of the computer-aided diagnosis (CAD) systems for breast cancer diagnosis
- Bilateral dacryoadenitis in adult-onset Still’s disease: A case report
- A novel association between Bmi-1 protein expression and the SUVmax obtained by 18F-FDG PET/CT in patients with gastric adenocarcinoma
- The role of erythrocytes and erythroid progenitor cells in tumors
- Relationship between platelet activation markers and spontaneous abortion: A meta-analysis
- Abnormal methylation caused by folic acid deficiency in neural tube defects
- Silencing TLR4 using an ultrasound-targeted microbubble destruction-based shRNA system reduces ischemia-induced seizures in hyperglycemic rats
- Plant Sciences
- Seasonal succession of bacterial communities in cultured Caulerpa lentillifera detected by high-throughput sequencing
- Cloning and prokaryotic expression of WRKY48 from Caragana intermedia
- Novel Brassica hybrids with different resistance to Leptosphaeria maculans reveal unbalanced rDNA signal patterns
- Application of exogenous auxin and gibberellin regulates the bolting of lettuce (Lactuca sativa L.)
- Phytoremediation of pollutants from wastewater: A concise review
- Genome-wide identification and characterization of NBS-encoding genes in the sweet potato wild ancestor Ipomoea trifida (H.B.K.)
- Alleviative effects of magnetic Fe3O4 nanoparticles on the physiological toxicity of 3-nitrophenol to rice (Oryza sativa L.) seedlings
- Selection and functional identification of Dof genes expressed in response to nitrogen in Populus simonii × Populus nigra
- Study on pecan seed germination influenced by seed endocarp
- Identification of active compounds in Ophiopogonis Radix from different geographical origins by UPLC-Q/TOF-MS combined with GC-MS approaches
- The entire chloroplast genome sequence of Asparagus cochinchinensis and genetic comparison to Asparagus species
- Genome-wide identification of MAPK family genes and their response to abiotic stresses in tea plant (Camellia sinensis)
- Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia
- Cloning and expression analysis of SERK1 gene in Diospyros lotus
- Integrated metabolomic and transcriptomic profiling revealed coping mechanisms of the edible and medicinal homologous plant Plantago asiatica L. cadmium resistance
- A missense variant in NCF1 is associated with susceptibility to unexplained recurrent spontaneous abortion
- Assessment of drought tolerance indices in faba bean genotypes under different irrigation regimes
- The entire chloroplast genome sequence of Asparagus setaceus (Kunth) Jessop: Genome structure, gene composition, and phylogenetic analysis in Asparagaceae
- Food Science
- Dietary food additive monosodium glutamate with or without high-lipid diet induces spleen anomaly: A mechanistic approach on rat model
- Binge eating disorder during COVID-19
- Potential of honey against the onset of autoimmune diabetes and its associated nephropathy, pancreatitis, and retinopathy in type 1 diabetic animal model
- FTO gene expression in diet-induced obesity is downregulated by Solanum fruit supplementation
- Physical activity enhances fecal lactobacilli in rats chronically drinking sweetened cola beverage
- Supercritical CO2 extraction, chemical composition, and antioxidant effects of Coreopsis tinctoria Nutt. oleoresin
- Functional constituents of plant-based foods boost immunity against acute and chronic disorders
- Effect of selenium and methods of protein extraction on the proteomic profile of Saccharomyces yeast
- Microbial diversity of milk ghee in southern Gansu and its effect on the formation of ghee flavor compounds
- Ecology and Environmental Sciences
- Effects of heavy metals on bacterial community surrounding Bijiashan mining area located in northwest China
- Microorganism community composition analysis coupling with 15N tracer experiments reveals the nitrification rate and N2O emissions in low pH soils in Southern China
- Genetic diversity and population structure of Cinnamomum balansae Lecomte inferred by microsatellites
- Preliminary screening of microplastic contamination in different marine fish species of Taif market, Saudi Arabia
- Plant volatile organic compounds attractive to Lygus pratensis
- Effects of organic materials on soil bacterial community structure in long-term continuous cropping of tomato in greenhouse
- Effects of soil treated fungicide fluopimomide on tomato (Solanum lycopersicum L.) disease control and plant growth
- Prevalence of Yersinia pestis among rodents captured in a semi-arid tropical ecosystem of south-western Zimbabwe
- Effects of irrigation and nitrogen fertilization on mitigating salt-induced Na+ toxicity and sustaining sea rice growth
- Bioengineering and Biotechnology
- Poly-l-lysine-caused cell adhesion induces pyroptosis in THP-1 monocytes
- Development of alkaline phosphatase-scFv and its use for one-step enzyme-linked immunosorbent assay for His-tagged protein detection
- Development and validation of a predictive model for immune-related genes in patients with tongue squamous cell carcinoma
- Agriculture
- Effects of chemical-based fertilizer replacement with biochar-based fertilizer on albic soil nutrient content and maize yield
- Genome-wide identification and expression analysis of CPP-like gene family in Triticum aestivum L. under different hormone and stress conditions
- Agronomic and economic performance of mung bean (Vigna radiata L.) varieties in response to rates of blended NPS fertilizer in Kindo Koysha district, Southern Ethiopia
- Influence of furrow irrigation regime on the yield and water consumption indicators of winter wheat based on a multi-level fuzzy comprehensive evaluation
- Discovery of exercise-related genes and pathway analysis based on comparative genomes of Mongolian originated Abaga and Wushen horse
- Lessons from integrated seasonal forecast-crop modelling in Africa: A systematic review
- Evolution trend of soil fertility in tobacco-planting area of Chenzhou, Hunan Province, China
- Animal Sciences
- Morphological and molecular characterization of Tatera indica Hardwicke 1807 (Rodentia: Muridae) from Pothwar, Pakistan
- Research on meat quality of Qianhua Mutton Merino sheep and Small-tail Han sheep
- SI: A Scientific Memoir
- Suggestions on leading an academic research laboratory group
- My scientific genealogy and the Toronto ACDC Laboratory, 1988–2022
- Erratum
- Erratum to “Changes of immune cells in patients with hepatocellular carcinoma treated by radiofrequency ablation and hepatectomy, a pilot study”
- Erratum to “A two-microRNA signature predicts the progression of male thyroid cancer”
- Retraction
- Retraction of “Lidocaine has antitumor effect on hepatocellular carcinoma via the circ_DYNC1H1/miR-520a-3p/USP14 axis”
Artikel in diesem Heft
- Biomedical Sciences
- Effects of direct oral anticoagulants dabigatran and rivaroxaban on the blood coagulation function in rabbits
- The mother of all battles: Viruses vs humans. Can humans avoid extinction in 50–100 years?
- Knockdown of G1P3 inhibits cell proliferation and enhances the cytotoxicity of dexamethasone in acute lymphoblastic leukemia
- LINC00665 regulates hepatocellular carcinoma by modulating mRNA via the m6A enzyme
- Association study of CLDN14 variations in patients with kidney stones
- Concanavalin A-induced autoimmune hepatitis model in mice: Mechanisms and future outlook
- Regulation of miR-30b in cancer development, apoptosis, and drug resistance
- Informatic analysis of the pulmonary microecology in non-cystic fibrosis bronchiectasis at three different stages
- Swimming attenuates tumor growth in CT-26 tumor-bearing mice and suppresses angiogenesis by mediating the HIF-1α/VEGFA pathway
- Characterization of intestinal microbiota and serum metabolites in patients with mild hepatic encephalopathy
- Functional conservation and divergence in plant-specific GRF gene family revealed by sequences and expression analysis
- Application of the FLP/LoxP-FRT recombination system to switch the eGFP expression in a model prokaryote
- Biomedical evaluation of antioxidant properties of lamb meat enriched with iodine and selenium
- Intravenous infusion of the exosomes derived from human umbilical cord mesenchymal stem cells enhance neurological recovery after traumatic brain injury via suppressing the NF-κB pathway
- Effect of dietary pattern on pregnant women with gestational diabetes mellitus and its clinical significance
- Potential regulatory mechanism of TNF-α/TNFR1/ANXA1 in glioma cells and its role in glioma cell proliferation
- Effect of the genetic mutant G71R in uridine diphosphate-glucuronosyltransferase 1A1 on the conjugation of bilirubin
- Quercetin inhibits cytotoxicity of PC12 cells induced by amyloid-beta 25–35 via stimulating estrogen receptor α, activating ERK1/2, and inhibiting apoptosis
- Nutrition intervention in the management of novel coronavirus pneumonia patients
- circ-CFH promotes the development of HCC by regulating cell proliferation, apoptosis, migration, invasion, and glycolysis through the miR-377-3p/RNF38 axis
- Bmi-1 directly upregulates glucose transporter 1 in human gastric adenocarcinoma
- Lacunar infarction aggravates the cognitive deficit in the elderly with white matter lesion
- Hydroxysafflor yellow A improved retinopathy via Nrf2/HO-1 pathway in rats
- Comparison of axon extension: PTFE versus PLA formed by a 3D printer
- Elevated IL-35 level and iTr35 subset increase the bacterial burden and lung lesions in Mycobacterium tuberculosis-infected mice
- A case report of CAT gene and HNF1β gene variations in a patient with early-onset diabetes
- Study on the mechanism of inhibiting patulin production by fengycin
- SOX4 promotes high-glucose-induced inflammation and angiogenesis of retinal endothelial cells by activating NF-κB signaling pathway
- Relationship between blood clots and COVID-19 vaccines: A literature review
- Analysis of genetic characteristics of 436 children with dysplasia and detailed analysis of rare karyotype
- Bioinformatics network analyses of growth differentiation factor 11
- NR4A1 inhibits the epithelial–mesenchymal transition of hepatic stellate cells: Involvement of TGF-β–Smad2/3/4–ZEB signaling
- Expression of Zeb1 in the differentiation of mouse embryonic stem cell
- Study on the genetic damage caused by cadmium sulfide quantum dots in human lymphocytes
- Association between single-nucleotide polymorphisms of NKX2.5 and congenital heart disease in Chinese population: A meta-analysis
- Assessment of the anesthetic effect of modified pentothal sodium solution on Sprague-Dawley rats
- Genetic susceptibility to high myopia in Han Chinese population
- Potential biomarkers and molecular mechanisms in preeclampsia progression
- Silencing circular RNA-friend leukemia virus integration 1 restrained malignancy of CC cells and oxaliplatin resistance by disturbing dyskeratosis congenita 1
- Endostar plus pembrolizumab combined with a platinum-based dual chemotherapy regime for advanced pulmonary large-cell neuroendocrine carcinoma as a first-line treatment: A case report
- The significance of PAK4 in signaling and clinicopathology: A review
- Sorafenib inhibits ovarian cancer cell proliferation and mobility and induces radiosensitivity by targeting the tumor cell epithelial–mesenchymal transition
- Characterization of rabbit polyclonal antibody against camel recombinant nanobodies
- Active legumain promotes invasion and migration of neuroblastoma by regulating epithelial-mesenchymal transition
- Effect of cell receptors in the pathogenesis of osteoarthritis: Current insights
- MT-12 inhibits the proliferation of bladder cells in vitro and in vivo by enhancing autophagy through mitochondrial dysfunction
- Study of hsa_circRNA_000121 and hsa_circRNA_004183 in papillary thyroid microcarcinoma
- BuyangHuanwu Decoction attenuates cerebral vasospasm caused by subarachnoid hemorrhage in rats via PI3K/AKT/eNOS axis
- Effects of the interaction of Notch and TLR4 pathways on inflammation and heart function in septic heart
- Monosodium iodoacetate-induced subchondral bone microstructure and inflammatory changes in an animal model of osteoarthritis
- A rare presentation of type II Abernethy malformation and nephrotic syndrome: Case report and review
- Rapid death due to pulmonary epithelioid haemangioendothelioma in several weeks: A case report
- Hepatoprotective role of peroxisome proliferator-activated receptor-α in non-cancerous hepatic tissues following transcatheter arterial embolization
- Correlation between peripheral blood lymphocyte subpopulations and primary systemic lupus erythematosus
- A novel SLC8A1-ALK fusion in lung adenocarcinoma confers sensitivity to alectinib: A case report
- β-Hydroxybutyrate upregulates FGF21 expression through inhibition of histone deacetylases in hepatocytes
- Identification of metabolic genes for the prediction of prognosis and tumor microenvironment infiltration in early-stage non-small cell lung cancer
- BTBD10 inhibits glioma tumorigenesis by downregulating cyclin D1 and p-Akt
- Mucormycosis co-infection in COVID-19 patients: An update
- Metagenomic next-generation sequencing in diagnosing Pneumocystis jirovecii pneumonia: A case report
- Long non-coding RNA HOXB-AS1 is a prognostic marker and promotes hepatocellular carcinoma cells’ proliferation and invasion
- Preparation and evaluation of LA-PEG-SPION, a targeted MRI contrast agent for liver cancer
- Proteomic analysis of the liver regulating lipid metabolism in Chaohu ducks using two-dimensional electrophoresis
- Nasopharyngeal tuberculosis: A case report
- Characterization and evaluation of anti-Salmonella enteritidis activity of indigenous probiotic lactobacilli in mice
- Aberrant pulmonary immune response of obese mice to periodontal infection
- Bacteriospermia – A formidable player in male subfertility
- In silico and in vivo analysis of TIPE1 expression in diffuse large B cell lymphoma
- Effects of KCa channels on biological behavior of trophoblasts
- Interleukin-17A influences the vulnerability rather than the size of established atherosclerotic plaques in apolipoprotein E-deficient mice
- Multiple organ failure and death caused by Staphylococcus aureus hip infection: A case report
- Prognostic signature related to the immune environment of oral squamous cell carcinoma
- Primary and metastatic squamous cell carcinoma of the thyroid gland: Two case reports
- Neuroprotective effects of crocin and crocin-loaded niosomes against the paraquat-induced oxidative brain damage in rats
- Role of MMP-2 and CD147 in kidney fibrosis
- Geometric basis of action potential of skeletal muscle cells and neurons
- Babesia microti-induced fulminant sepsis in an immunocompromised host: A case report and the case-specific literature review
- Role of cerebellar cortex in associative learning and memory in guinea pigs
- Application of metagenomic next-generation sequencing technique for diagnosing a specific case of necrotizing meningoencephalitis caused by human herpesvirus 2
- Case report: Quadruple primary malignant neoplasms including esophageal, ureteral, and lung in an elderly male
- Long non-coding RNA NEAT1 promotes angiogenesis in hepatoma carcinoma via the miR-125a-5p/VEGF pathway
- Osteogenic differentiation of periodontal membrane stem cells in inflammatory environments
- Knockdown of SHMT2 enhances the sensitivity of gastric cancer cells to radiotherapy through the Wnt/β-catenin pathway
- Continuous renal replacement therapy combined with double filtration plasmapheresis in the treatment of severe lupus complicated by serious bacterial infections in children: A case report
- Simultaneous triple primary malignancies, including bladder cancer, lymphoma, and lung cancer, in an elderly male: A case report
- Preclinical immunogenicity assessment of a cell-based inactivated whole-virion H5N1 influenza vaccine
- One case of iodine-125 therapy – A new minimally invasive treatment of intrahepatic cholangiocarcinoma
- S1P promotes corneal trigeminal neuron differentiation and corneal nerve repair via upregulating nerve growth factor expression in a mouse model
- Early cancer detection by a targeted methylation assay of circulating tumor DNA in plasma
- Calcifying nanoparticles initiate the calcification process of mesenchymal stem cells in vitro through the activation of the TGF-β1/Smad signaling pathway and promote the decay of echinococcosis
- Evaluation of prognostic markers in patients infected with SARS-CoV-2
- N6-Methyladenosine-related alternative splicing events play a role in bladder cancer
- Characterization of the structural, oxidative, and immunological features of testis tissue from Zucker diabetic fatty rats
- Effects of glucose and osmotic pressure on the proliferation and cell cycle of human chorionic trophoblast cells
- Investigation of genotype diversity of 7,804 norovirus sequences in humans and animals of China
- Characteristics and karyotype analysis of a patient with turner syndrome complicated with multiple-site tumors: A case report
- Aggravated renal fibrosis is positively associated with the activation of HMGB1-TLR2/4 signaling in STZ-induced diabetic mice
- Distribution characteristics of SARS-CoV-2 IgM/IgG in false-positive results detected by chemiluminescent immunoassay
- SRPX2 attenuated oxygen–glucose deprivation and reperfusion-induced injury in cardiomyocytes via alleviating endoplasmic reticulum stress-induced apoptosis through targeting PI3K/Akt/mTOR axis
- Aquaporin-8 overexpression is involved in vascular structure and function changes in placentas of gestational diabetes mellitus patients
- Relationship between CRP gene polymorphisms and ischemic stroke risk: A systematic review and meta-analysis
- Effects of growth hormone on lipid metabolism and sexual development in pubertal obese male rats
- Cloning and identification of the CTLA-4IgV gene and functional application of vaccine in Xinjiang sheep
- Antitumor activity of RUNX3: Upregulation of E-cadherin and downregulation of the epithelial–mesenchymal transition in clear-cell renal cell carcinoma
- PHF8 promotes osteogenic differentiation of BMSCs in old rat with osteoporosis by regulating Wnt/β-catenin pathway
- A review of the current state of the computer-aided diagnosis (CAD) systems for breast cancer diagnosis
- Bilateral dacryoadenitis in adult-onset Still’s disease: A case report
- A novel association between Bmi-1 protein expression and the SUVmax obtained by 18F-FDG PET/CT in patients with gastric adenocarcinoma
- The role of erythrocytes and erythroid progenitor cells in tumors
- Relationship between platelet activation markers and spontaneous abortion: A meta-analysis
- Abnormal methylation caused by folic acid deficiency in neural tube defects
- Silencing TLR4 using an ultrasound-targeted microbubble destruction-based shRNA system reduces ischemia-induced seizures in hyperglycemic rats
- Plant Sciences
- Seasonal succession of bacterial communities in cultured Caulerpa lentillifera detected by high-throughput sequencing
- Cloning and prokaryotic expression of WRKY48 from Caragana intermedia
- Novel Brassica hybrids with different resistance to Leptosphaeria maculans reveal unbalanced rDNA signal patterns
- Application of exogenous auxin and gibberellin regulates the bolting of lettuce (Lactuca sativa L.)
- Phytoremediation of pollutants from wastewater: A concise review
- Genome-wide identification and characterization of NBS-encoding genes in the sweet potato wild ancestor Ipomoea trifida (H.B.K.)
- Alleviative effects of magnetic Fe3O4 nanoparticles on the physiological toxicity of 3-nitrophenol to rice (Oryza sativa L.) seedlings
- Selection and functional identification of Dof genes expressed in response to nitrogen in Populus simonii × Populus nigra
- Study on pecan seed germination influenced by seed endocarp
- Identification of active compounds in Ophiopogonis Radix from different geographical origins by UPLC-Q/TOF-MS combined with GC-MS approaches
- The entire chloroplast genome sequence of Asparagus cochinchinensis and genetic comparison to Asparagus species
- Genome-wide identification of MAPK family genes and their response to abiotic stresses in tea plant (Camellia sinensis)
- Selection and validation of reference genes for RT-qPCR analysis of different organs at various development stages in Caragana intermedia
- Cloning and expression analysis of SERK1 gene in Diospyros lotus
- Integrated metabolomic and transcriptomic profiling revealed coping mechanisms of the edible and medicinal homologous plant Plantago asiatica L. cadmium resistance
- A missense variant in NCF1 is associated with susceptibility to unexplained recurrent spontaneous abortion
- Assessment of drought tolerance indices in faba bean genotypes under different irrigation regimes
- The entire chloroplast genome sequence of Asparagus setaceus (Kunth) Jessop: Genome structure, gene composition, and phylogenetic analysis in Asparagaceae
- Food Science
- Dietary food additive monosodium glutamate with or without high-lipid diet induces spleen anomaly: A mechanistic approach on rat model
- Binge eating disorder during COVID-19
- Potential of honey against the onset of autoimmune diabetes and its associated nephropathy, pancreatitis, and retinopathy in type 1 diabetic animal model
- FTO gene expression in diet-induced obesity is downregulated by Solanum fruit supplementation
- Physical activity enhances fecal lactobacilli in rats chronically drinking sweetened cola beverage
- Supercritical CO2 extraction, chemical composition, and antioxidant effects of Coreopsis tinctoria Nutt. oleoresin
- Functional constituents of plant-based foods boost immunity against acute and chronic disorders
- Effect of selenium and methods of protein extraction on the proteomic profile of Saccharomyces yeast
- Microbial diversity of milk ghee in southern Gansu and its effect on the formation of ghee flavor compounds
- Ecology and Environmental Sciences
- Effects of heavy metals on bacterial community surrounding Bijiashan mining area located in northwest China
- Microorganism community composition analysis coupling with 15N tracer experiments reveals the nitrification rate and N2O emissions in low pH soils in Southern China
- Genetic diversity and population structure of Cinnamomum balansae Lecomte inferred by microsatellites
- Preliminary screening of microplastic contamination in different marine fish species of Taif market, Saudi Arabia
- Plant volatile organic compounds attractive to Lygus pratensis
- Effects of organic materials on soil bacterial community structure in long-term continuous cropping of tomato in greenhouse
- Effects of soil treated fungicide fluopimomide on tomato (Solanum lycopersicum L.) disease control and plant growth
- Prevalence of Yersinia pestis among rodents captured in a semi-arid tropical ecosystem of south-western Zimbabwe
- Effects of irrigation and nitrogen fertilization on mitigating salt-induced Na+ toxicity and sustaining sea rice growth
- Bioengineering and Biotechnology
- Poly-l-lysine-caused cell adhesion induces pyroptosis in THP-1 monocytes
- Development of alkaline phosphatase-scFv and its use for one-step enzyme-linked immunosorbent assay for His-tagged protein detection
- Development and validation of a predictive model for immune-related genes in patients with tongue squamous cell carcinoma
- Agriculture
- Effects of chemical-based fertilizer replacement with biochar-based fertilizer on albic soil nutrient content and maize yield
- Genome-wide identification and expression analysis of CPP-like gene family in Triticum aestivum L. under different hormone and stress conditions
- Agronomic and economic performance of mung bean (Vigna radiata L.) varieties in response to rates of blended NPS fertilizer in Kindo Koysha district, Southern Ethiopia
- Influence of furrow irrigation regime on the yield and water consumption indicators of winter wheat based on a multi-level fuzzy comprehensive evaluation
- Discovery of exercise-related genes and pathway analysis based on comparative genomes of Mongolian originated Abaga and Wushen horse
- Lessons from integrated seasonal forecast-crop modelling in Africa: A systematic review
- Evolution trend of soil fertility in tobacco-planting area of Chenzhou, Hunan Province, China
- Animal Sciences
- Morphological and molecular characterization of Tatera indica Hardwicke 1807 (Rodentia: Muridae) from Pothwar, Pakistan
- Research on meat quality of Qianhua Mutton Merino sheep and Small-tail Han sheep
- SI: A Scientific Memoir
- Suggestions on leading an academic research laboratory group
- My scientific genealogy and the Toronto ACDC Laboratory, 1988–2022
- Erratum
- Erratum to “Changes of immune cells in patients with hepatocellular carcinoma treated by radiofrequency ablation and hepatectomy, a pilot study”
- Erratum to “A two-microRNA signature predicts the progression of male thyroid cancer”
- Retraction
- Retraction of “Lidocaine has antitumor effect on hepatocellular carcinoma via the circ_DYNC1H1/miR-520a-3p/USP14 axis”