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ORIGINAL RESEARCH article

Front. Microbiol., 28 November 2024
Sec. Microorganisms in Vertebrate Digestive Systems
This article is part of the Research Topic Lactic Acid Bacteria and their Bioactive Compounds: Key Regulators of Gut Microbiota and Immune Function View all 7 articles

Oral administration of Limosilactobacillus ingluviei C37 inhibits Campylobacter jejuni colonization in chicks

Aito Murakami&#x;Aito Murakami1Ayako Watanabe-Yanai&#x;Ayako Watanabe-Yanai2Taketoshi IwataTaketoshi Iwata2Fu Namai,Fu Namai3,4Takashi SatoTakashi Sato5Tadashi Fujii,,Tadashi Fujii6,7,8Takumi Tochio,,Takumi Tochio6,7,8Sutisa KhempakaSutisa Khempaka9Takeshi Shimosato,
Takeshi Shimosato5,10*
  • 1Graduate School of Medicine, Science and Technology, Shinshu University, Nagano, Japan
  • 2Division of Zoonosis Research, National Institute of Animal Health, National Agriculture and Food Research Organization, Tsukuba, Japan
  • 3Food and Feed Immunology Group, Laboratory of Animal Food Function, Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
  • 4Livestock Immunology Unit, International Education and Research Center for Food and Agricultural Immunology (CFAI), Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
  • 5Department of Biomolecular Innovation, Institute for Biomedical Sciences, Shinshu University, Kamiina, Japan
  • 6Department of Gastroenterology and Hepatology, Fujita Health University, Toyoake, Japan
  • 7Department of Medical Research on Prebiotics and Probiotics, Fujita Health University, Toyoake, Japan
  • 8BIOSIS Lab. Co., Ltd., Toyoake, Japan
  • 9School of Animal Technology and Innovation, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, Thailand
  • 10Institute for Aqua Regeneration, Shinshu University, Kamiina, Japan

As the global population continues to grow, so too does the demand for poultry meat. However, the concurrent increase in the prevalence of drug-resistant bacteria has stimulated interest in the search for alternatives to antibiotics in poultry and livestock agriculture. One potential strategy is the use of probiotics. In this study, we showed that prophylactic oral administration of Limosilactobacillus ingluviei C37 (LIC37) reduced Campylobacter jejuni colonization of the cecum in cage-raised chicks, without causing significant changes in the overall diversity of gut bacteria. Further, the abundance of Blautia, another genus of probiotic bacteria, increased in the gastrointestinal tract following ingestion of LIC37 by chicks. These findings suggest that LIC37 could potentially be used as a novel probiotic agent against C. jejuni in livestock production.

1 Introduction

The increasing global demand for poultry meat has been attributed, in part, to the ongoing increase in the human population (Tabashsum et al., 2023). The poultry industry has grown considerably in recent decades, and the population of poultry, particularly chickens, has increased more than five-fold in the last 50 years (Mottet and Tempio, 2019). At the same time, poultry farms have adopted various techniques, such as genetic selection and the use of antibiotics, to maximize both productivity and quality while minimizing costs and production time (Siegel, 2014; Gadde et al., 2017; Carney et al., 2022).

In this context, a tight relationship has been observed between poultry growth efficiency, expressed as the feed conversion ratio (FCR), and the microbiota of the gastrointestinal tracts (GIT) of these animals (Stanley et al., 2012). Notably, it has been reported that the diversity of the GIT microbiome is inversely related to the FCR value (Diaz Carrasco et al., 2019). Antibiotics have been widely used as growth promoters in livestock agriculture (Gadde et al., 2017). However, excessive use of these agents has promoted the spread of antibiotic-resistant pathogenic bacteria, with concomitant concerns that these organisms may be transmitted to humans as zoonoses (García et al., 2020). As a result, the use of antibiotics as growth promoters has been restricted or even banned in many countries. Consequently, there has been increasing interest in exploring alternatives to the use of antibiotics in promoting livestock growth (Bahaddad et al., 2023).

Another issue in avian agriculture is infection by Campylobacter jejuni, a bacterium that is infamous for causing foodborne illness in humans. Infection by C. jejuni is primarily associated with the handling and consumption of raw or undercooked meat, and typically results in symptoms such as intense (and sometimes bloody) diarrhea, fever, and abdominal pain that can last from 7 to 10 days (Kemper and Hensel, 2023). According to the World Health Organization (WHO), the global burden of Campylobacter infection is 7.5 million cases per day (World Health Organization (WHO), 2013). A key strategy for reducing clinical cases of C. jejuni infection is to control and decrease the prevalence of this bacterium at the farm level. Studies have shown that an approximately 10-fold reduction in C. jejuni populations on chicken carcasses can significantly decrease the incidence of campylobacteriosis in humans (Rosenquist et al., 2003; Iwata et al., 2023).

Probiotics, defined as “live microorganisms which, when administered in adequate amounts, confer a health benefit on the host” (Hill et al., 2014), constitute an attractive alternative to antibiotics and a valid approach to decreasing the occurrence of C. jejuni. Some probiotics have been shown to improve feed intake and digestion while stimulating the immune system, promoting growth in livestock, including poultry (Krysiak et al., 2021). In addition, several probiotics are known to be beneficial in countering C. jejuni (Arsi et al., 2015; Mohan, 2015; Nishiyama et al., 2015). In Arsi et al. (2015), several bacterial strains were isolated from the ceca of birds and tested in an in vivo challenge in poultry against C. jejuni. They demonstrated a reduction of approximately 1- to 2-log units in C. jejuni abundance following oral administration of Bacillus spp. and Ligilactobacillus salivarius subsp. salivarius and L. s. salicinius.

The probiotic bacterium Limosilactobacillus ingluviei (formerly Lactobacillus ingluviei), a heterofermentative member of the lactic acid bacteria, was first isolated from the crop of a pigeon (Baele et al., 2003; Zheng et al., 2020). Previous studies have investigated L. ingluviei for its potential anti-Salmonella activity (Thomas et al., 2019) and growth-promoting effects (Angelakis and Raoult, 2010; Angelakis et al., 2012). The C37 strain of L. ingluviei (LIC37) was independently isolated in our laboratory from the intestines of broiler chickens, and we previously have reported the in vitro characteristics of this isolate, including its growth characteristics and potential utility as a probiotic agent (Tsukagoshi et al., 2020; Sirisopapong et al., 2023). However, the in vivo activity of LIC37 and its effects on host health have not yet been clarified.

In the present study, we sought to evaluate the potential application of LIC37 as a probiotic agent in chicks. Specifically, we observed the inhibitory impacts of this isolate on colonization of the chick GIT by C. jejuni, and clarified the associated changes in the cecal microbiota of chicks administered LIC37. We demonstrated that C. jejuni infection in these animals was strongly suppressed and that primary effect of LIC37 administration on the GIT microflora was an increase in the cecal abundance of LIC37, with no other significant changes in the bacterial diversity in this organ. In addition, we observed that LIC37 administration may induce the growth of a beneficial bacterium belonging to the genus Blautia. The results suggested that LIC37 may have potential as a probiotic agent protecting against C. jejuni on poultry farms.

2 Materials and methods

2.1 Isolation of L. ingluviei

Bacterial samples were isolated from fresh ileum and cecum, and the resulting samples were identified to species by 16S rRNA sequencing, as reported previously (Tsukagoshi et al., 2020). Briefly, samples obtained from healthy broiler chickens were diluted ten-fold in phosphate-buffered saline (PBS). Aliquots (100 μL) were spread on de Man, Rogosa, and Sharpe (MRS) agar [Becton and Dickinson and Company (BD), Franklin Lakes, NJ] under anaerobic conditions using AnaeroPacks (Mitsubishi Gas Chemical Company, Inc., Tokyo, Japan), and the inoculated plates were incubated anaerobically for 48 h at 37°C. The resulting colonies of Gram-positive rod-shaped, catalase-negative bacteria were identified and purified, and the isolates then were the stored at −80°C in medium containing 20% glycerol. After extracting DNA and amplifying the 16S rRNA gene, the DNA was denatured. The 16S rRNA gene amplicons were sequenced using a genetic analyzer. The obtained sequences were then compared with published bacterial sequences using the BLAST tool.1

2.2 Culture of LIC37

LIC37 was pre-cultured overnight under anaerobic conditions at 37°C in liquid MRS medium, and then subcultured in liquid MRS medium for another 24 h under the same conditions. The resulting cells were pelleted by centrifugation (8,000 × g, 5 min, 4°C), washed twice with sterile water, and then resuspended in PBS.

2.3 Preparation of Campylobacter jejuni

Campylobacter jejuni Strain 11–164 was isolated from chickens reared in Japan and cultured in Mueller-Hinton broth (MHB) at 42°C under microaerophilic conditions. Specifically, the strain was pre-cultured for 48 h, then subcultured in MHB for another 18 h. The resulting cells were pelleted by centrifugation (5,000 x g, 5 min, room temperature), washed once with sterile PBS, and then resuspended in PBS.

2.4 Management of experimental chicks

Newly hatched 1-day-old specific pathogen-free (SPF) White Leghorn chicks were obtained from Nisseiken Co., Ltd. (Tokyo, Japan). In our experiment, animals were housed three to a cage under ambient temperature and light conditions, with lights on from 6:00 am to 11:00 pm. Throughout the experiment, the chicks were closely monitored twice daily to ensure their welfare. Feed and water were provided ad libitum.

2.5 Experimental design

Two independent chick-infection experiments were conducted to assess the effects of LIC37 on the abundance of C. jejuni in the chick intestinal tract. The experimental design is shown in Figure 1A. Chicks were assigned to four groups: a control group (Ctrl; N = 3), an LIC37 group (LIC37; N = 4), a C. jejuni group (C. jejuni; N = 6), and an LIC37/C. jejuni group (C. jejuni + LIC37; N = 6). The first experiment included 12 chicks distributed equally among the four groups, while the second experiment consisted of only the experimental groups (1 from the LIC37 group, 3 from the C. jejuni group and 3 from the C. jejuni + LIC37 group, n = 7). At 4 and 6 days of age, chicks were orally administered 109 colony-forming units (CFU) of LIC37 per chick, using a stomach tube. The number of lactobacilli needed to maintain colonization of the chicken intestinal tract was sustained for 2 weeks following the initial dose of LIC37 (Angelakis and Raoult, 2010). At 11 days of age, the chicks were orally challenged with C. jejuni Strain 11–164 at a dose of 107 CFU/chick, administered through a stomach tube. The dosage was determined based on the findings of our previous paper (Iwata et al., 2016; Iwata et al., 2023). At 18 days of age, three chicks from each group were euthanized, and their cecal contents were collected. All chicks were weighed on days 1 and 18, and body weight gains were calculated for both infection experiments.

Figure 1
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Figure 1. Body weight and abundance of colonizing Campylobacter jejuni. (A) Schematic diagram of the in vivo study. Chicks were divided into 4 experimental groups (Ctrl; N = 3, Limosilactobacillus ingluviei C37 (LIC37); N = 4, C. jejuni, and C. jejuni + LIC37; N = 6 each). The LIC37 and C. jejuni + LIC37 groups received two doses of L. ingluviei C37 (LIC37) on Days 4 and 6. The C. jejuni and C. jejuni + LIC37 groups were infected with C. jejuni on Day 11. Animals were maintained in the study until Day 18, when chicks were euthanized and the cecal contents were collected. (B) Body weights were recorded at the start and end of the study, and changes in body weight (compared to baseline) were calculated. (C) The abundance of C. jejuni in the cecal contents was quantified by colony counts. Data are presented as the mean ± SE (Ctrl; N = 3, LIC37; N = 4, C. jejuni, and C. jejuni + LIC37; N = 6 each). **p < 0.01, indicate significant differences as determined by a two-tailed one-way ANOVA with post hoc Tukey–Kramer multiple comparisons tests.

2.6 Sample collection

Qualitative and quantitative analyses for C. jejuni were conducted on the cecal samples from all chicks at 18 days of age. For the quantitative bacteriological assessments, cecal contents (0.2 g/chick) were subjected to a 10-fold serial dilution with physiological saline. The dilutions were then plated on Campylobacter Blood-free Selective Agar Base (Catalog No. CM0739B; Oxoid, Ltd., Basingstoke, UK) supplemented with Modified CCDA Selective Supplement (Catalog No. SR0155E; Oxoid, Ltd.), prepared according to the manufacturer’s instructions. After incubation in a microaerophilic atmosphere for 48 h at 42°C, the resulting colonies were counted. A mean value from the three chick samples was calculated to determine the cell density in CFU per gram of cecal content.

2.7 16S ribosomal DNA V3–V4 sequencing and microbiota analysis

Bacterial DNA was isolated from all cecal samples using a NucleoSpin® DNA Stool kit (Macherey-Nagel, Duren, Germany) according to the manufacturer’s instructions. The 16S V3–V4 region of the rDNA genes was amplified from the total DNA of the cecal content as described previously (Okajima et al., 2021). Library construction was conducted as reported previously (Murakami et al., 2023). The resulting rDNA library was sequenced using an Illumina MiSeq system (Illumina Inc., San Diego, CA) according to the manufacturer’s instructions. Analysis of microbiota was then performed using the Quantitative Insights into Microbial Ecology version 2 (Qiime2) platform (Bolyen et al., 2019). Error correction and filtering to remove noisy, chimeric sequences, and singletons, were performed using the Divisive Amplicon Denoising Algorithm 2 (DADA2). The cleaned sequences were then clustered into amplicon sequence variants (ASVs) and taxonomic annotation was performed using a classifier based on the SILVA database [Release No. 138; (Bokulich et al., 2018)]. The α-diversity of the gut microbiota was assessed using Faith’s phylogenetic diversity (PD), the observed ASVs, and the Shannon diversity index. Additionally, principal coordinate analysis (PCoA) was determined to visualize patterns of microbial community structure. Difference in β-diversity were tested using the Weighted Unifrac index. The gut microbiota was further characterized by linear discriminant analysis (LDA) effect size (LEfSe) conducted on the Huttenhower Laboratory Galaxy server (version 2.0) using LDA scores.2

2.8 Statistical analysis

Where applicable, data are presented as the mean ± standard error (SE). Inferential statistical analysis was performed using Prism software (version 7; GraphPad Software, San Diego, CA). Statistically significant differences were estimated using a two-tailed ordinary one-way analysis of variance (ANOVA) followed by post hoc Tukey–Kramer multiple comparisons tests, as appropriate. p < 0.05 was considered statistically significant.

3 Results

3.1 Body weight and quantitation of C. jejuni colonization

The animal experiment, shown schematically in Figure 1A, consisted of 4 groups: the control (Ctrl) group (no dosing with LIC37, no challenge with C. jejuni), the LIC37 group (dosing with LIC37, no challenge with C. jejuni), the C. jejuni group (no dosing with LIC37, challenge with C. jejuni), and the C. jejuni + LIC37 group (dosed prophylactically with LIC37, challenged with C. jejuni). All groups showed a 3- to 5-fold increase in mean body weight from Days 1 to 18 (Figure 1B), and there were no significant differences in body weight gain among the groups. On Day 18, quantification of C. jejuni in the cecal content demonstrated a significantly lower abundance of the pathogen in the C. jejuni + LIC37 group (7.99 Log10 cfu/g) compared to the C. jejuni group (9.17 Log10 cfu/g) (p = 0.0029) (Figure 1C).

3.2 Dynamics of the cecum microbiota in response to LIC37 administration

The results of the taxonomic analysis are presented as a bar plot generated using QIIME2 (Figure 2A). The figure shows the bacterial composition at the class level in the cecal contents of each animal from each group. As expected, the Campylobacter bacteria were absent from the cecal contents of the Ctrl and LIC37 groups, but comprised up to 40% of the cecal microbiota in the C. jejuni group. Prophylactic dosing with LIC37 effectively eliminated C. jejuni colonization in the cecal contents of the C. jejuni + LIC37 group. Significant changes in the cecal microbiota at the class level were observed using a heatmap, confirming the depletion of C. jejuni in the cecal contents of the C. jejuni + LIC37 group compared to the C. jejuni group (Figure 2B). In addition, changes in the dynamics of the gut microbiota of chicks infected with C. jejuni, both with and without LIC37 administration, were analyzed using the linear discriminant analysis (LDA) effect size (LEfSe). Using the LDA score, we evaluated the dynamics of the gut microbiota at the genus and species levels and observed significant differences in three bacterial classes between the C. jejuni and C. jejuni + LIC37 groups (Figure 2C). As expected, the LDA score for LIC37 was elevated by approximately 4 logs, while that for C. jejuni was decreased by approximately 5 logs in the C. jejuni + LIC37 group compared to the C. jejuni group. Additionally, the LDA score for Blautia was increased by approximately 5 logs in the C. jejuni + LIC37 group compared to that in the C. jejuni group. Statistical analysis of the proportions (percentages) confirmed that the difference in Campylobacter abundance was statistically significant (Figures 2DF).

Figure 2
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Figure 2. Dynamics of the cecal microbiota following Limosilactobacillus ingluviei C37 (LIC37) administration. (A) The bacterial composition (%) of the cecal contents at the class level is shown as a bar plot. (B) The heatmap shows significant changes in the cecal microbiota at the class level. Colors on the heatmap indicate the relative abundance of the various components of the cecal microbiota; red indicates increased abundance and blue indicates decreased abundance compared to the other two groups. (C) The linear discriminant analysis (LDA) effect size (LEfSe) method was used to identify taxa with the largest differences in abundance between the C. jejuni and C. jejuni + LIC37 groups. Bacteria with increased abundance in the indicated group are shown in the horizontal bar chart. (D–F) The proportions (%) of C. jejuni, L. ingluviei, and Blautia in the cecal contents in each group are shown. Data are presented as the mean ± SE (N = 3). **p < 0.01, indicate significant differences as determined by a two-tailed one-way ANOVA with post hoc Tukey–Kramer multiple comparisons tests. nd, no data.

3.3 Effect of oral administration of LIC37 or infection with C. jejuni on GIT bacterial diversity

Terminal cecal content samples were subjected to next-generation sequencing (NGS) and diversity analysis. The value of Faith’s phylogenetic diversity (PD) was significantly higher in both the C. jejuni group and C. jejuni + LIC37 group compared to the other groups; however, no significant differences in this parameter were observed between the C. jejuni and C. jejuni + LIC37 groups (Figure 3A). In the observed ASVs, significant differences were observed between the LIC37 group and the C. jejuni + LIC37 group (Figure 3B). Conversely, no significant differences in the Shannon diversity index (α-diversity) were observed among the four groups (Figure 3C). Next, we examined the Weighted Unifrac β-diversity results for all sample groups (Figures 3D,E). Based on the PCoA results, the gut microbiota of the C. jejuni group exhibited a distinct trend compared to the other groups (Figure 3D). Additionally, β-diversity was significantly higher in the C. jejuni group compared to the other groups (Figure 3E). Based on these findings, we inferred that LIC37 restored the diversity of the gut microbiota in C. jejuni-infected chicks.

Figure 3
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Figure 3. Effect of oral administration of Limosilactobacillus ingluviei C37 (LIC37) or infection with Campylobacter jejuni on gut microbiome diversity. Cecal contents were collected from chicks on Day 18 for rDNA sequencing and diversity analysis. The diversity of the cecal microbiota for each group were assessed using three measures of α-diversity: (A) Faith’s phylogenetic diversity (PD), (B) Amplicon sequence variants (ASVs), and (C) the Shannon index. (D) Principal coordinate analysis (PCoA) was performed based on the Weighted Unifrac distances at the ASV level. Dashed circles indicate clusters of similar points. (E) Significance testing of β-diversity differences was performed using the Weighted Unifrac index. Data are presented as the mean ± SE (N = 3). Significant differences are indicated by different symbols; statistical significance was determined using a two-tailed one-way ANOVA with post hoc Tukey–Kramer multiple comparisons tests.

4 Discussion

L. ingluviei, a novel probiotic lactic acid bacteria, has been shown to have beneficial effects on chickens, including anti-Salmonella activity (Thomas et al., 2019) and growth-promoting effects (Angelakis and Raoult, 2010; Angelakis et al., 2012). LIC37, a strain of L. ingluviei isolated from broiler chickens, has demonstrated immunological effects in vitro (Tsukagoshi et al., 2020; Sirisopapong et al., 2023). In this study, we examined the potential utility of LIC37 in maintaining livestock. Specifically, we investigated the in vivo effects of LIC37 administration on C. jejuni infection and the associated changes in the cecal microbiota of chickens.

We first tested the effects of LIC37 on growth promotion, a common criterion for assessing probiotics (Krysiak et al., 2021). In contrast to previous findings with other strains of L. ingluviei (Angelakis and Raoult, 2010; Angelakis et al., 2012), we observed that LIC37 administration did not significantly enhance chicken weight gain over the course of the study (Figure 1). However, no adverse effects, such as attenuation of weight gain, were detected in the present study. Moreover, there were no observed signs or symptoms of morbidity attributable to the administration of LIC37 alone. In fact, the growth rate in the LIC37 group was comparable to or slightly better than that in the control group. These findings not only underscore the potential for LIC37 as a probiotic, but they also suggest that this strain is safe for use.

Campylobacter jejuni is well known for its role in foodborne illnesses. This pathogen colonizes the GITs of both wild and domestic warm-blooded animals, with poultry acting as the primary reservoir (Skarp et al., 2016). Historically, antibiotics have been employed to control C. jejuni in the poultry industry, but there is growing concern about the overuse of antimicrobials, particularly given the increased prevalence of drug-resistant bacteria (Mingmongkolchai and Panbangred, 2018). Consequently, the poultry industry is striving to reduce or eliminate antibiotic use, both for therapeutic applications and as growth promotors, and is exploring alternative strategies for controlling C. jejuni in poultry production (Al Hakeem et al., 2022).

Several studies have investigated probiotics with the potential to reduce C. jejuni colonization and infection (Eeckhaut et al., 2016; Saint-Cyr et al., 2017; Smialek et al., 2018; Massacci et al., 2019). For example, Smialek et al. (2018) demonstrated that the supplementation of chicken feed with Lavipan, a probiotic consisting of several Lactobacillus strains, reduced C. jejuni invasion in the GIT of broiler chickens. In addition, the use of bacilli as probiotics in host species other than those from which the bacteria were originally derived has become increasingly common (Mingmongkolchai and Panbangred, 2018), despite evidence suggesting that strains with the same ecological origin may be more effective (Krysiak et al., 2021). Therefore, evaluating the safety of various bacilli for consumption by livestock remains crucial (Hong et al., 2005). In this study, we used LIC37, a strain that was originally isolated from broiler chickens (Tsukagoshi et al., 2020). We sought to increase the proportion of this bacterium in the gut of recipient chickens by oral administration alone, without any additional supplementation with any chemicals or bacteria derived from other host species. We propose that this strategy is likely the most effective for preserving the health of poultry, humans, and the surrounding environment. This strategy significantly reduced the number of C. jejuni not only in the cecum, but also in the ileum and the jejunum (data not shown). Furthermore, we evaluated the balance of the cecal microbiota in animals infected with C. jejuni, both with and without prophylactic administration of LIC37. Our findings showed that there were no significant changes in the composition of the cecal microbiota of infected animals, except for the proportion of C. jejuni (Figure 3). The observed changes did not affect the α-diversity of the cecal microbiota, which measures species diversity within a community (Figure 3C). However, the β-diversity, which assess the degree of diversity between groups, showed that the cecal microbiome in both the LIC37 and C. jejuni + LIC37 groups resembled that observed in the Ctrl group, while the C. jejuni group formed a distinct cluster (Figure 3). Our results indicate that increasing the abundance of LIC37, itself a chicken isolate, to approximately 1% of the cecal microbiota efficiently prevents C. jejuni infection.

Other studies have shown that individual strains of Lactobacilli are no longer detectable in the cecum of inoculated chicks at 1 week after a single oral inoculation at hatching (Kubasova et al., 2019). We therefore considered that the ability of LIC37 to attach to intestinal epithelial cells and persist in the GIT for extended periods should be investigated. Considering that LIC37 is a native component of the chicken gut microbiome, we expected that this bacterium would persist in the GIT; however, distinguishing between administered bacteria and native bacteria was initially considered to be challenging. Despite this, the cecal abundance of L. ingluviei remained elevated in chicks administered LIC37, even more than a week after oral administration. Analysis of the LDA scores revealed that three classes of bacteria showed significant differences in abundance between the cecal contents of the C. jejuni and C. jejuni + LIC37 groups, with L. ingluviei being one of the most abundant bacteria in the cecal content of the C. jejuni + LIC37 group (Figure 2).

Members of the Limosilactobacilli, including L. ingluviei, are known to be more abundant in the ileum compared to the cecum as the ileal microbiome has a higher prevalence of facultative anaerobes (Sengupta et al., 2013; Kubasova et al., 2021). We therefore expected that LIC37 would show excellent adhesion to the intestinal wall, including the cecum in chickens, thereby enhancing the potential of LIC37 as a novel probiotic against C. jejuni infection. Indeed, our in vivo results supported this expectation and corroborated our earlier in vitro analyses (Sirisopapong et al., 2023), which showed that LIC37 was capable of adhering to Caco-2 cells. Consequently, the present study clarified the potential application of LIC37 as an in vivo probiotic agent.

Separately, Saint-Cyr et al. (2017) demonstrated that oral treatment with L. salivarius SMXD51 every other day (Q2D) for 35 days exhibited anti-C. jejuni activity in vivo. In contrast, our study employed a simpler regimen of only two Q2D doses (on Days 4 and 6) to prevent C. jejuni colonization. However, our study did not follow the chicks to market age, when C. jejuni can reach densities of 1 × 109 CFU per gram of cecal content, suggesting that the dosing schedule in our study was not optimized for long-term efficiency under field conditions (Al Hakeem et al., 2022). Therefore, further studies are necessary to evaluate the long-term impacts of LIC37 exposure on the gut microbiota in both chicks and adult chickens. Despite these limitations, previous studies have shown that a 2-log decrease in the number of C. jejuni on chicken carcasses can result in a 30-fold decrease in the incidence of C. jejuni infection in humans (Rosenquist et al., 2003; Hermans et al., 2011). Given that this pathogen typically colonizes animals at between 2 and 3 weeks of age (Pielsticker et al., 2012; Al Hakeem et al., 2022), we consider that our dosing regimen, involving LIC37 administration on Days 4 and 6, is likely to be beneficial and effective in preventing C. jejuni infection.

Although, C. jejuni colonization was mitigated by prophylactic dosing with LIC37, the underlying mechanism of this effect remains unknown. In general, there exist four possible (non-mutually exclusive) mechanisms whereby probiotics may prevent C. jejuni infection: (A) stimulation of cellular responses, (B) interactions between pathogens and pre-treated intestinal cells, (C) immunomodulatory effects, and (D) attenuation of intestinal inflammatory processes (Balta et al., 2022). In addition, bacteriocin activity has also been noted as a possible mechanism (Messaoudi et al., 2012; Zommiti et al., 2016). The findings of our previous study suggested that some component of LIC37 exhibited in vitro anti-inflammatory properties, which resulted in the suppression of the production of pro-inflammatory cytokines such as interleukin 6 and tumor necrosis factor α (Tsukagoshi et al., 2020). Therefore, we hypothesize that the in vivo efficacy of LIC37 in this study may involve mechanisms (B) and (C), although further analyses will be needed to confirm this.

On the other hand, we observed that only a limited number of bacterial species exhibited increased abundance in the LIC37-dosed group compared to the C. jejuni group, as assessed by LDA scores (Figure 2). Notably, the genus Blautia, which includes bacteria associated with metabolic and inflammatory diseases as well as biotransformation processes, accumulated in the cecal microbiota of the C. jejuni + LIC37 group (Liu et al., 2021). Blautia has shown potential as a probiotic; for example, mice administered Blautia wexlerae orally have demonstrated attenuation of both high-fat diet–induced obesity and diabetes, an effect that is linked to the unique amino-acid metabolism profile of this bacterium (Hosomi et al., 2022). Furthermore, it should be noted that members of the genus Blautia typically produce bacteriocins as secondary metabolites. Hatziioanou et al. (2017) showed that Blautia obeum A2-162 produces a novel antibiotic, nisin O, which exhibits activity against the enteric poultry pathogen Clostridium perfringens in the presence of trypsin (Sirisopapong et al., 2023). Additionally, oral administration of Limosilactobacillus reuteri and L. fermentum, which are related to L. ingluviei, has been reported to enhance the abundance of Blautia in the gut and fecal microbiota of humans, piglets, and mice (Burakova et al., 2022; Wang et al., 2022; Lin et al., 2023). In this study, the administration of LIC37 may have resulted in increases in the abundance of such beneficial bacteria, which might be advantageous for host health, but the mechanism of this effect remains unclear. Further studies will be needed to clarify the role of Blautia in the gut microbiota and to explore the relationship between the host microbiota and any bacterial pathogens, including C. jejuni.

In conclusion, the findings of the present study suggest that LIC37 may have utility as a probiotic in chicks, demonstrating preventive activity against C. jejuni infection. LIC37 demonstrated excellent adhesion to the cecal wall of chickens in vivo, persisting in the cecum for more than 1 week. Further, dosing with LIC37 led to an increase in the abundance of beneficial microorganisms, including Blautia. These findings indicate that that LIC37 could be a practical and effective probiotic agent against C. jejuni on poultry farms. However, the practical application of LIC37 as a probiotic will require further research to optimize the LIC37 exposure regimen, including the feeding method, timing, and dosage.

Data availability statement

The datasets presented in this study can be found in online repositories. The names of the repositories and accession numbers can be found at the DNA Data Bank of Japan (DDBJ; https://www.ddbj.nig.ac.jp/) under project PRJDB17376.

Ethics statement

The animal study was approved by the Institutional Animal Care and Use Committee (IACUC) of the National Institute of Animal Health (NIAH) of Japan. The study was conducted in accordance with the local legislation and institutional requirements.

Author contributions

AM: Data curation, Validation, Visualization, Writing – original draft, Writing – review & editing. AW-Y: Data curation, Investigation, Validation, Visualization, Writing – original draft. TI: Data curation, Investigation, Writing – original draft. FN: Writing – original draft. TSa: Writing – review & editing. TF: Writing – review & editing. TT: Writing – review & editing. SK: Writing – original draft, Writing – review & editing. TSh: Funding acquisition, Methodology, Project administration, Supervision, Visualization, Writing – original draft, Writing – review & editing.

Funding

The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the Japan Science and Technology Agency (JST) Support for Pioneering Research Initiated by the Next Generation (SPRING) program (Grant Number JPMJSP2144 to AM), and by the Education and Research Support Fund from Shinshu University (2019–2024, to TSH).

Conflict of interest

TF and TT are members of BIOSIS Lab. Co., Ltd.

The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

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Footnotes

References

Al Hakeem, W. G., Fathima, S., Shanmugasundaram, R., and Selvaraj, R. K. (2022). Cαmpylobacter jejuni in poultry: pathogenesis and control strategies. Microorganisms 10:2134. doi: 10.3390/microorganisms10112134

PubMed Abstract | Crossref Full Text | Google Scholar

Angelakis, E., Bastelica, D., Ben Amara, A., El Filali, A., Dutour, A., Mege, J. L., et al. (2012). An evaluation of the effects of Lactobacillus ingluviei on body weight, the intestinal microbiome and metabolism in mice. Microb. Pathog. 52, 61–68. doi: 10.1016/j.micpath.2011.10.004

PubMed Abstract | Crossref Full Text | Google Scholar

Angelakis, E., and Raoult, D. (2010). The increase of Lactobacillus species in the gut flora of newborn broiler chicks and ducks is associated with weight gain. PLoS One 5:e10463. doi: 10.1371/journal.pone.0010463

PubMed Abstract | Crossref Full Text | Google Scholar

Arsi, K., Donoghue, A. M., Woo-Ming, A., Blore, P. J., and Donoghue, D. J. (2015). The efficacy of selected probiotic and prebiotic combinations in reducing Campylobactercolonization in broiler chickens. J. Appl. Poult. Res. 24, 327–334. doi: 10.3382/japr/pfv032

Crossref Full Text | Google Scholar

Baele, M., Vancanneyt, M., Devriese, L. A., Lefebvre, K., Swings, J., and Haesebrouck, F. (2003). Lactobacillus ingluviei sp. nov., isolated from the intestinal tract of pigeons. Int. J. Syst. Evol. Microbiol. 53, 133–136. doi: 10.1099/ijs.0.02206-0

PubMed Abstract | Crossref Full Text | Google Scholar

Bahaddad, S. A., Almalki, M. H. K., Alghamdi, O. A., Sohrab, S. S., Yasir, M., Azhar, E. I., et al. (2023). Bacillus species as direct-fed microbial antibiotic alternatives for Monogastric production. Probiotics Antimicrob. Proteins 15, 1–16. doi: 10.1007/s12602-022-09909-5

PubMed Abstract | Crossref Full Text | Google Scholar

Balta, I., Butucel, E., Stef, L., Pet, I., Gradisteanu-Pircalabioru, G., Chifiriuc, C., et al. (2022). Anti- Campylobacter Probiotics: Latest Mechanistic Insights. Foodborne Pathog. Dis. 19, 693–703. doi: 10.1089/fpd.2022.0039

PubMed Abstract | Crossref Full Text | Google Scholar

Bokulich, N. A., Kaehler, B. D., Rideout, J. R., Dillon, M., Bolyen, E., Knight, R., et al. (2018). Optimizing taxonomic classification of marker-gene amplicon sequences with QIIME 2's q2-feature-classifier plugin. Microbiome 6:90. doi: 10.1186/s40168-018-0470-z

PubMed Abstract | Crossref Full Text | Google Scholar

Bolyen, E., Rideout, J. R., Dillon, M. R., Bokulich, N. A., Abnet, C. C., Al-Ghalith, G. A., et al. (2019). Author correction: reproducible, interactive, scalable and extensible microbiome data science using QIIME 2. Nat. Biotechnol. 37:1091. doi: 10.1038/s41587-019-0252-6

Crossref Full Text | Google Scholar

Burakova, I., Smirnova, Y., Gryaznova, M., Syromyatnikov, M., Chizhkov, P., Popov, E., et al. (2022). The effect of short-term consumption of lactic acid Bacteria on the gut microbiota in obese people. Nutrients 14:3384. doi: 10.3390/nu14163384

PubMed Abstract | Crossref Full Text | Google Scholar

Carney, V. L., Anthony, N. B., Robinson, F. E., Reimer, B. L., Korver, D. R., Zuidhof, M. J., et al. (2022). Evolution of maternal feed restriction practices over 60 years of selection for broiler productivity. Poult. Sci. 101:101957. doi: 10.1016/j.psj.2022.101957

PubMed Abstract | Crossref Full Text | Google Scholar

Diaz Carrasco, J. M., Casanova, N. A., and Fernández Miyakawa, M. E. (2019). Microbiota, gut health and chicken productivity: what is the connection? Microorganisms 7:374. doi: 10.3390/microorganisms7100374

PubMed Abstract | Crossref Full Text | Google Scholar

Eeckhaut, V., Wang, J., Van Parys, A., Haesebrouck, F., Joossens, M., Falony, G., et al. (2016). The probiotic. Front. Microbiol. 7:1416. doi: 10.3389/fmicb.2016.01416

PubMed Abstract | Crossref Full Text | Google Scholar

Gadde, U., Kim, W. H., Oh, S. T., and Lillehoj, H. S. (2017). Alternatives to antibiotics for maximizing growth performance and feed efficiency in poultry: a review. Anim. Health Res. Rev. 18, 26–45. doi: 10.1017/S1466252316000207

PubMed Abstract | Crossref Full Text | Google Scholar

García, J., García-Galán, M. J., Day, J. W., Boopathy, R., White, J. R., Wallace, S., et al. (2020). A review of emerging organic contaminants (EOCs), antibiotic resistant bacteria (ARB), and antibiotic resistance genes (ARGs) in the environment: increasing removal with wetlands and reducing environmental impacts. Bioresour. Technol. 307:123228. doi: 10.1016/j.biortech.2020.123228

PubMed Abstract | Crossref Full Text | Google Scholar

Hatziioanou, D., Gherghisan-Filip, C., Saalbach, G., Horn, N., Wegmann, U., Duncan, S. H., et al. (2017). Discovery of a novel lantibiotic nisin O from Blautia obeum A2-162, isolated from the human gastrointestinal tract. Microbiology 163, 1292–1305. doi: 10.1099/mic.0.000515

Crossref Full Text | Google Scholar

Hermans, D., Van Deun, K., Messens, W., Martel, A., Van Immerseel, F., Haesebrouck, F., et al. (2011). Campylobacter control in poultry by current intervention measures ineffective: urgent need for intensified fundamental research. Vet. Microbiol. 152, 219–228. doi: 10.1016/j.vetmic.2011.03.010

PubMed Abstract | Crossref Full Text | Google Scholar

Hill, C., Guarner, F., Reid, G., Gibson, G. R., Merenstein, D. J., Pot, B., et al. (2014). Expert consensus document. The international scientific Association for Probiotics and Prebiotics consensus statement on the scope and appropriate use of the term probiotic. Nat. Rev. Gastroenterol. Hepatol. 11, 506–514. doi: 10.1038/nrgastro.2014.66

Crossref Full Text | Google Scholar

Hong, H. A., L H, D., and Cutting, S. M. (2005). The use of bacterial spore formers as probiotics. FEMS Microbiol. Rev. 29, 813–835. doi: 10.1016/j.femsre.2004.12.001

PubMed Abstract | Crossref Full Text | Google Scholar

Hosomi, K., Saito, M., Park, J., Murakami, H., Shibata, N., Ando, M., et al. (2022). Oral administration of Blautia wexlerae ameliorates obesity and type 2 diabetes via metabolic remodeling of the gut microbiota. Nat. Commun. 13:4477. doi: 10.1038/s41467-022-32015-7

PubMed Abstract | Crossref Full Text | Google Scholar

Iwata, T., Watanabe, A., Kusumoto, M., and Akiba, M. (2016). Peptidoglycan acetylation of Campylobacter jejuni is essential for maintaining Cell Wall integrity and colonization in chicken intestines. Appl. Environ. Microbiol. 82, 6284–6290. doi: 10.1128/AEM.02068-16

PubMed Abstract | Crossref Full Text | Google Scholar

Iwata, T., Watanabe-Yanai, A., Tamamura-Andoh, Y., Arai, N., Akiba, M., and Kusumoto, M. (2023). Tryptanthrin reduces Campylobacter jejuni colonization in the chicken gut by a bactericidal mechanism. Appl. Environ. Microbiol. 89:e0170122. doi: 10.1128/aem.01701-22

PubMed Abstract | Crossref Full Text | Google Scholar

Kemper, L., and Hensel, A. (2023). Campylobacter jejuni: targeting host cells, adhesion, invasion, and survival. Appl. Microbiol. Biotechnol. 107, 2725–2754. doi: 10.1007/s00253-023-12456-w

PubMed Abstract | Crossref Full Text | Google Scholar

Krysiak, K., Konkol, D., and Korczyński, M. (2021). Overview of the use of probiotics in poultry production. Animals 11:1620. doi: 10.3390/ani11061620

PubMed Abstract | Crossref Full Text | Google Scholar

Kubasova, T., Kollarcikova, M., Crhanova, M., Karasova, D., Cejkova, D., Sebkova, A., et al. (2019). Gut anaerobes capable of chicken Caecum colonisation. Microorganisms 7:596. doi: 10.3390/microorganisms7120597

PubMed Abstract | Crossref Full Text | Google Scholar

Kubasova, T., Seidlerova, Z., and Rychlik, I. (2021). Ecological adaptations of gut microbiota members and their consequences for use as a new generation of probiotics. Int. J. Mol. Sci. 22:5471. doi: 10.3390/ijms22115471

PubMed Abstract | Crossref Full Text | Google Scholar

Lin, C., Zheng, Y., Lu, J., Zhang, H., Wang, G., and Chen, W. (2023). Differential reinforcement of intestinal barrier function by various Lactobacillus reuteri strains in mice with DSS-induced acute colitis. Life Sci. 314:121309. doi: 10.1016/j.lfs.2022.121309

Crossref Full Text | Google Scholar

Liu, X., Mao, B., Gu, J., Wu, J., Cui, S., Wang, G., et al. (2021). A new functional genus with potential probiotic properties? Gut Microbes 13, 1–21. doi: 10.1080/19490976.2021.1875796

PubMed Abstract | Crossref Full Text | Google Scholar

Massacci, F. R., Lovito, C., Tofani, S., Tentellini, M., Genovese, D. A., De Leo, A. A. P., et al. (2019). Dietary. Microorganisms 7:596. doi: 10.3390/microorganisms7120596

Crossref Full Text | Google Scholar

Messaoudi, S., Kergourlay, G., Dalgalarrondo, M., Choiset, Y., Ferchichi, M., Prevost, H., et al. (2012). Purification and characterization of a new bacteriocin active against Campylobacter produced by Lactobacillus salivarius SMXD51. Food Microbiol. 32, 129–134. doi: 10.1016/j.fm.2012.05.002

PubMed Abstract | Crossref Full Text | Google Scholar

Mingmongkolchai, S., and Panbangred, W. (2018). Bacillus probiotics: an alternative to antibiotics for livestock production. J. Appl. Microbiol. 124, 1334–1346. doi: 10.1111/jam.13690

Crossref Full Text | Google Scholar

Mohan, V. (2015). The role of probiotics in the inhibition of Campylobacter jejuni colonization and virulence attenuation. Eur. J. Clin. Microbiol. Infect. Dis. 34, 1503–1513. doi: 10.1007/s10096-015-2392-z

Crossref Full Text | Google Scholar

Mottet, A., and Tempio, G. (2019). Global poultry production: current state and future outlook and challenges. Worlds Poult. Sci. J. 73, 245–256. doi: 10.1017/S0043933917000071

Crossref Full Text | Google Scholar

Murakami, A., Toyomoto, K., Namai, F., Sato, T., Fujii, T., Tochio, T., et al. (2023). Oral administration of Brevibacterium linens from washed cheese increases the proportions of short-chain fatty acid-producing bacteria and lactobacilli in the gut microbiota of mice. Anim. Sci. J. 94:e13905. doi: 10.1111/asj.13905

Crossref Full Text | Google Scholar

Nishiyama, K., Nakazato, A., Ueno, S., Seto, Y., Kakuda, T., Takai, S., et al. (2015). Cell surface-associated aggregation-promoting factor from Lactobacillus gasseri SBT2055 facilitates host colonization and competitive exclusion of Campylobacter jejuni. Mol. Microbiol. 98, 712–726. doi: 10.1111/mmi.13153

Crossref Full Text | Google Scholar

Okajima, T., Shigemori, S., Namai, F., Ogita, T., Sato, T., and Shimosato, T. (2021). Free Feeding of CpG-Oligodeoxynucleotide Particles Prophylactically Attenuates Allergic Airway Inflammation and Hyperresponsiveness in Mice. Front. Immunol. 12:738041. doi: 10.3389/fimmu.2021.738041

Crossref Full Text | Google Scholar

Pielsticker, C., Glünder, G., and Rautenschlein, S. (2012). Colonization properties of Campylobacter jejuni in chickens. Eur J Microbiol Immunol (Bp) 2, 61–65. doi: 10.1556/EuJMI.2.2012.1.9

PubMed Abstract | Crossref Full Text | Google Scholar

Rosenquist, H., Nielsen, N. L., Sommer, H. M., Nørrung, B., and Christensen, B. B. (2003). Quantitative risk assessment of human campylobacteriosis associated with thermophilic Campylobacter species in chickens. Int. J. Food Microbiol. 83, 87–103. doi: 10.1016/s0168-1605(02)00317-3

PubMed Abstract | Crossref Full Text | Google Scholar

Saint-Cyr, M. J., Haddad, N., Taminiau, B., Poezevara, T., Quesne, S., Amelot, M., et al. (2017). Use of the potential probiotic strain Lactobacillus salivarius SMXD51 to control Campylobacter jejuni in broilers. Int. J. Food Microbiol. 247, 9–17. doi: 10.1016/j.ijfoodmicro.2016.07.003

PubMed Abstract | Crossref Full Text | Google Scholar

Sengupta, R., Altermann, E., Anderson, R. C., McNabb, W. C., Moughan, P. J., and Roy, N. C. (2013). The role of cell surface architecture of lactobacilli in host-microbe interactions in the gastrointestinal tract. Mediat. Inflamm. 2013:237921. doi: 10.1155/2013/237921

PubMed Abstract | Crossref Full Text | Google Scholar

Siegel, P. B. (2014). Evolution of the modern broiler and feed efficiency. Annu Rev Anim Biosci 2, 375–385. doi: 10.1146/annurev-animal-022513-114132

PubMed Abstract | Crossref Full Text | Google Scholar

Sirisopapong, M., Shimosato, T., Okrathok, S., and Khempaka, S. (2023). Assessment of lactic acid bacteria isolated from the chicken digestive tract for potential use as poultry probiotics. Anim Biosci 36, 1209–1220. doi: 10.5713/ab.22.0455

PubMed Abstract | Crossref Full Text | Google Scholar

Skarp, C. P. A., Hänninen, M. L., and Rautelin, H. I. K. (2016). Campylobacteriosis: the role of poultry meat. Clin. Microbiol. Infect. 22, 103–109. doi: 10.1016/j.cmi.2015.11.019

Crossref Full Text | Google Scholar

Smialek, M., Burchardt, S., and Koncicki, A. (2018). The influence of probiotic supplementation in broiler chickens on population and carcass contamination with Campylobacter spp. - field study. Res. Vet. Sci. 118, 312–316. doi: 10.1016/j.rvsc.2018.03.009

Crossref Full Text | Google Scholar

Stanley, D., Denman, S. E., Hughes, R. J., Geier, M. S., Crowley, T. M., Chen, H., et al. (2012). Intestinal microbiota associated with differential feed conversion efficiency in chickens. Appl. Microbiol. Biotechnol. 96, 1361–1369. doi: 10.1007/s00253-011-3847-5

PubMed Abstract | Crossref Full Text | Google Scholar

Tabashsum, Z., Scriba, A., and Biswas, D. (2023). Alternative approaches to therapeutics and subtherapeutics for sustainable poultry production. Poult. Sci. 102:102750. doi: 10.1016/j.psj.2023.102750

PubMed Abstract | Crossref Full Text | Google Scholar

Thomas, J. V., Nair, D. V. T., Noll, S., Johnson, T. J., Cardona, C., and Johny, A. K. (2019). Effect of Turkey-derived beneficial Bacteria Lactobacillus salivarius and Lactobacillus ingluviei on a multidrug-resistant Salmonella Heidelberg strain in Turkey Poults. J. Food Prot. 82, 435–440. doi: 10.4315/0362-028X.JFP-18-286

Crossref Full Text | Google Scholar

Tsukagoshi, M., Sirisopapong, M., Namai, F., Ishida, M., Okrathok, S., Shigemori, S., et al. (2020). Lactobacillus ingluviei C37 from chicken inhibits inflammation in LPS-stimulated mouse macrophages. Anim. Sci. J. 91:e13436. doi: 10.1111/asj.13436

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, G., Wang, X., Ma, Y., Cai, S., Yang, L., Fan, Y., et al. (2022). Lactobacillus reuteri improves the development and maturation of fecal microbiota in piglets through mother-to-infant microbe and metabolite vertical transmission. Microbiome 10:211. doi: 10.1186/s40168-022-01336-6

Crossref Full Text | Google Scholar

World Health Organization (WHO) (2013). “The global view of Campylobacteriosis” in The global view of Campylobacteriosis (Utrecht: World Health Organization).

Google Scholar

Zheng, J., Wittouck, S., Salvetti, E., Franz, C. M. A. P., Harris, H. M. B., Mattarelli, P., et al. (2020). A taxonomic note on the genus. Int. J. Syst. Evol. Microbiol. 70, 2782–2858. doi: 10.1099/ijsem.0.004107

PubMed Abstract | Crossref Full Text | Google Scholar

Zommiti, M., Almohammed, H., and Ferchichi, M. (2016). Purification and characterization of a novel anti-Campylobacter Bacteriocin produced by Lactobacillus curvatus DN317. Probiotics Antimicrob. Proteins 8, 191–201. doi: 10.1007/s12602-016-9237-7

Crossref Full Text | Google Scholar

Keywords: Limosilactobacillus ingluviei C37, Campylobacter jejuni, gut microbiota, chicken, probiotics

Citation: Murakami A, Watanabe-Yanai A, Iwata T, Namai F, Sato T, Fujii T, Tochio T, Khempaka S and Shimosato T (2024) Oral administration of Limosilactobacillus ingluviei C37 inhibits Campylobacter jejuni colonization in chicks. Front. Microbiol. 15:1491039. doi: 10.3389/fmicb.2024.1491039

Received: 04 September 2024; Accepted: 07 November 2024;
Published: 28 November 2024.

Edited by:

Sabina Fijan, University of Maribor, Slovenia

Reviewed by:

Igori Balta, University of Life Sciences King Mihai I Timișoara, Romania
Atte Johannes Von Wright, University of Eastern Finland, Finland

Copyright © 2024 Murakami, Watanabe-Yanai, Iwata, Namai, Sato, Fujii, Tochio, Khempaka and Shimosato. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Takeshi Shimosato, c2hpbW90QHNoaW5zaHUtdS5hYy5qcA==

These authors have contributed equally to this work

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.