Skip to main content

ORIGINAL RESEARCH article

Front. Microbiol. , 14 February 2025

Sec. Food Microbiology

Volume 15 - 2024 | https://doi.org/10.3389/fmicb.2024.1517732

This article is part of the Research Topic Bacterial Persister Cells in the Food Industry View all 5 articles

Inter- and intra-species interactions between meat plant environmental bacteria and a non-biofilm-forming Escherichia coli O157:H7 strain in co-culture biofilms

  • Agriculture and Agri-Food Canada, Lacombe Research and Development Centre, Lacombe, AB, Canada

This study evaluated the impact of meat-processing environmental bacteria (MPB) on biofilm formation by Escherichia coli O157:H7 in dual-species cultures. Biofilm development by 50 MPB and E. coli O157:H7 was assessed using crystal violet staining. Four MPB and E. coli O157:H7 combinations were evaluated further for viable cell numbers. A chlorinated alkaline agent and a quaternary ammonium-based agent were evaluated for their ability to remove biofilms. The E. coli O157:H7 strain was a non-biofilm former. In dual-species biofilms, if the companion MPB did not produce detectable biofilm, then the pairing did not produce measurable biofilms either. The interaction effect between MPB and E. coli O157:H7 was predominantly no-effect (neutral). Among the four MPB isolates tested by viable cell enumeration method, only generic E. coli genotype 136 reduced viable numbers of E. coli O157:H7 in dual-strain biofilm. Sequential treatment with cleaning and sanitizing treatment provided a better removal of biofilm than a single-agent treatment.

1 Introduction

Escherichia coli O157:H7 is one of the top-ranked foodborne pathogens globally because of the serious illness it often causes. Beef products have often been implicated in E. coli O157:H7 illnesses (CDC, 1993; Gaulin et al., 2015). Despite significant advancements in food safety standards (Zheng et al., 2023), outbreaks of E. coli O157:H7 linked with various food products including meat products continue to occur (Alberta Health Services, 2024; Smith et al., 2023; Coulombe et al., 2020). Studies have shown that E. coli O157:H7 can persist in food processing environments for extended periods of time (Varma et al., 2003; Williams et al., 2005). Even though the temperature during operations at beef processing plants may remain ≤10°C, it can exceed this limit during cleaning and sanitizing, as well as during non-operational hours (Mann and Brashears, 2006). During processing, E. coli O157:H7 can accumulate on beef processing surfaces along with meat debris and may remain in hard-to-reach areas due to ineffective cleaning and sanitizing (Youssef et al., 2013). As demonstrated in a recent study, E. coli O157 and other serogroups can grow in ground beef at temperatures between 5 and 15°C, mimicking a beef processing environment (Walker et al., 2023). This suggests that conditions at beef processing facilities may be conducive to the growth of E. coli O157:H7, leading to biofilm formation. Persistence of E. coli including E. coli O157:H7 in the food processing environments and subsequent contamination of food products has been attributed to biofilm formation rather than their resistance in planktonic form to biocides used in routine cleaning and sanitization (Wang et al., 2014; Yang et al., 2018).

Biofilms are structured aggregates of microbial cells that are encased by a moisture-rich matrix of self-generated extracellular polymeric substances (EPSs) (Hall-Stoodley and Stoodley, 2009; Yadav et al., 2020). Biofilm formation involves four discrete stages: initial reversible attachment of planktonic cells to a surface, irreversible attachment, microcolony growth with EPS production, and maturation and dissolution, which releases bacterial cells back into the planktonic state, enabling bacteria to colonize new niches (Van Houdt and Michiels, 2005). The entire biofilm formation process is a highly coordinated network of interactions of the bacterial cells and environmental cues, and consequently, the process and the characteristics of biofilms are affected by inherent characteristics of the bacterium as well as biotic and abiotic environmental factors (Chmielewski and Frank, 2003; Wang, 2019). The bacteria in biofilms are more resilient to environmental challenges due to their community structure providing protection by acting as a physical barrier, by chemical action involving charged interactions, and/or biological means involving the transfer of resistant elements or enzymatic action. As a result of these protective mechanisms, biofilm-embedded bacteria are much more tolerant to antimicrobial agents compared to their planktonic counterparts (Hall-Stoodley and Stoodley, 2009; Yadav et al., 2020; Van Houdt and Michiels, 2005). Sanitizers commonly used in processing facilities are largely ineffective against biofilms of E. coli (Wang et al., 2012).

Due to the role of biofilm formation in bacterial persistence, many studies have reported on the effects of various conditions on the biofilm of E. coli O157:H7 in both single and dual species (Wang et al., 2012; Nan et al., 2024; Wang et al., 2013). A recent study showed that a non-biofilm-forming strain of E. coli O157:H7 was at a similar level as a strong biofilm-forming Salmonella strain in mature biofilms when co-inoculated with a consortium of bacteria collected from post-sanitation equipment (Yang et al., 2023). In addition, many E. coli O157 strains lack biofilm-forming ability (Stanford et al., 2021). Meat-processing environmental bacteria (MPB) may influence the tolerance of E. coli O157:H7 to sanitizers in mixed biofilms (Dass et al., 2020). MPB consists of very diverse genera of bacteria and their influence on the biofilm formation of pathogens can vary significantly (Visvalingam et al., 2019; Fang et al., 2022). However, detailed studies examining the influence of MPB of diverse genera are lacking. Therefore, the objectives of this study were to evaluate how MPB belonging to different genera influence biofilm formation of a non-biofilm-forming E. coli O157:H7 strain and to evaluate the removal of mixed-species biofilms by commonly used sanitizers.

2 Materials and methods

2.1 Bacterial isolates

The MPB strains included in this study are listed in Supplementary Table S1. E. coli O157:H7 strain 1934 was originally recovered from beef and kindly provided by Dr. Alexander Gill (Health Canada, Ottawa, ON, Canada) and a non-biofilm former (Yang et al., 2023). Generic E. coli were recovered from beef cuts and trimmings as well as beef fabrication equipment at processing plants in previous studies and genotyped using multiple-locus variable-number tandem-repeat analysis (MLVA) (Yang et al., 2017a; Yang et al., 2015; Yang et al., 2017b). Genotypes that were recovered only from a single sampling visit were regarded as non-persistent, while those that were recovered from more than three sampling visits at the same facility were regarded as persistent. A total of 10 generic E. coli strains consisting of 5 genotypes selected at random from each of these 2 groups were included. In a previous study, 567 MPB were recovered from conveyor belts at a Canadian beef packing plant, which belonged to 40 genera (Wang et al., 2018). From these isolates, an isolate from each genus was randomly selected, consisting of 18 Gram-negative aerobic bacteria (GNA), 8 Gram-positive aerobic bacteria (GPA), 5 lactic acid bacteria (LAB), and 9 Enterobacteriaceae (ENT). In total, 50 bacterial isolates were included in the study, with 40 MPB and 10 generic E. coli.

2.2 Culture conditions and inoculum preparation

All bacterial isolates were stored at −80°C in half-strength Brain Heart Infusion broth (BHI; Oxoid, Mississauga, ON, Canada) containing 15% (v/v) glycerol (Fisher Scientific, Edmonton, AB, Canada), and working cultures were maintained on Trypticase Soy Agar (TSA; Oxoid) at 4°C with the monthly transfer. Lennox broth without salt (LB-NS, 10 g/L of tryptone and 5 g/L of yeast extract; Oxoid) was used for cultivating all bacterial isolates (Visvalingam et al., 2019), except for Acinetobacter haemolyticus, Flavobacterium columnare, Pedobacter ginsengisoli, and Aerococcus urinaeequi. These four isolates did not grow well in LB-NS (optical density at 600 nm < 0.1 after 120 h incubation at 25°C), so they were grown in BHI. A single colony from an agar plate was picked and inoculated into 10 mL of LB-NS or BHI and incubated in a shaking incubator operated at 80 rpm and 25°C until the stationary phase. Each bacterial culture grown in LB-NS was diluted 100-fold in the same media to obtain a bacterial suspension containing approximately 107 CFU/mL of cells. For bacterial strains grown in BHI, a 1 mL portion of each bacterial suspension was centrifuged at 10,000 × g for 10 min at 4°C to pellet cells. The resulting pellet was re-suspended in 1 mL of LB-NS and diluted 100-fold in LB-NS. A total of 51 diluted suspensions were used as inoculum for the biofilm experiments below.

2.3 Monoculture, co-culture biofilm development, and quantification

Biofilms were grown using a device consisting of a 96-peg lid (Nunc Immuno TSP lid; Fisher) fitted to a 96-well round bottom microtiter plate (Nunc; Fisher). Inocula of 50 co-cultures were prepared by mixing an equal volume of E. coli O157:H7 and each of the 50 MPB inocula suspensions. A 160 μL of aliquot from each of the 51 strains or each of the 50 co-culture inocula was added to duplicate wells. Duplicate wells containing 160 μL of non-inoculated LB-NS were included as blank. Inoculated plates were fitted with pegged lids and incubated at 15°C for up to 6 days.

Biofilms formed on pegs were quantified using the previously described crystal violet (CV) staining method (Visvalingam et al., 2019). Briefly, after 2, 4, or 6 days of incubation, loosely attached planktonic cells were removed by successively placing pegged lid into two microtiter plates containing 160 μL of phosphate-buffered saline (PBS; Hardy Diagnostics, Santa Maria, CA, United States) per well. For each wash, pegs were incubated in PBS for 1 min at ambient temperature. Then, biofilms formed on pegs were stained for 20 min by placing the pegged lid into a microtiter plate with 160 μL of 0.1% (w/v) aqueous CV solution in each well, followed by rinsing off excess CV using two successive PBS washes as described above. The rinsed pegged lid was placed into a microtiter plate containing 180 μL of 80% (v/v) ethanol (Azer Scientific Inc., Morgantown, PA, USA) in each well for de-staining. After 20 min of de-staining, the pegged lid was replaced with a regular lid without pegs (Nunc microwell lid, Fisher) and absorbance of CV was determined at 570 nm (A570) using a POLARstar Omega microplate reader (BMG LABTECH GmbH, Ortenberg, Germany). Blank-corrected values generated by microplate data analysis software (BMG LABTECH) were used for analysis. Three independent experiments were performed for each monoculture and for each co-culture combination.

2.4 Enumeration of bacteria in biofilms

To understand how differences in biofilm-forming ability as determined by CV staining in comparison with that determined by enumerating viable bacterial cell numbers, a strong biofilm-forming E. coli genotype 136 (EC136), moderate biofilm-forming Acinetobacter haemolyticus; strong biofilm-forming Sphingopyxis bauzanensis and weak biofilm-forming Carnobacterium maltaromaticum were selected. Interaction between these strains and E. coli O157:H7 was also investigated. To avoid disrupting biofilm while removing pegs from lids, aseptically removed pegs from lids (from Nunc Immuno TSP lid) were used. For monoculture biofilm, 160 μL of EC136, E. coli O157:H7, A. haemolyticus, S. bauzanensis, or C. maltaromaticum inoculum was added into a 2-ml micro-centrifuge tube. Subsequently, an aseptically removed peg was placed into the inoculum to cover two-thirds of its length and incubated for 4 days as described above. To obtain co-culture biofilms, a total volume of 160 μL of EC136, A. haemolyticus, S. bauzanensis, or C. maltaromaticum and E. coli O157:H7 (80 μL each) were added to a 2-ml micro-centrifuge tube with a peg and incubated as described above. On day 4, the pegs were removed and each was washed twice using 160 μL of PBS. The washed pegs were each transferred to 15-ml centrifuge tubes containing 3 mL of 0.1% (w/v) peptone water and 0.3 g of glass beads (500 μm; BioSpec Products, Bartlesville, OK, USA) and vortexed at the maximum speed for 1 min. The resulting suspension was serially diluted in 0.1% peptone water and appropriate dilutions were spread-plated on selective agar plates. For the E. coli genotype 136 and E. coli O157:H7 combination, MacConkey agar (MAC; Oxoid,) and Sorbitol MacConkey agar supplemented with Cefixime-Tellurite (CT-SMAC; Oxoid) plates were used for enumeration of the total bacterial number and E. coli O157:H7, respectively. The C. maltaromaticum and E. coli O157:H7 combination was enumerated using All Purpose TWEEN® agar (Oxoid) supplemented with 20 mg/L of nalidixic acid (APT-NA; Sigma-Aldrich, Oakville, ON, Canada) and CT-SMAC, respectively (Edima et al., 2007). For A. haemolyticus, S. bauzanensis, and E. coli O157:H7 combinations, TSA and CT-SMAC plates were used for enumeration of the total bacterial numbers and E. coli O157:H7, respectively. Inoculated MAC and CT-SMAC plates were incubated at 35°C for 24 h, while inoculated APT-NA and TSA plates were incubated at 25°C for up to 72 h. Then, plates containing 30 to 300 colonies were counted. Experiments were independently conducted twice, and three pegs were analyzed in each experiment.

2.5 Effects of a commonly used cleaner and sanitizer on biofilms

Meat-processing plants generally conduct cleaning and disinfection of the surfaces of the facility after daily operation. A commonly used chlorinated alkaline cleaner (Powerfoam Plus, Epsilon Chemicals Ltd., Edmonton, AB, Canada) and quaternary ammonium compound (QAC)-based sanitizer (E-San, Epsilon Chemicals Ltd), were selected to investigate the potential effects of the relevant chemicals used in this procedure on removing bacteria in biofilms. Dilutions of Powerfoam Plus (final concentration, 2.5%, v/v) or E-San (final concentration, 200 ppm) were prepared by following the manufacture’s instructions right before use. The combination of E. coli O157:H7 and Acinetobacter haemolyticus, which showed consistent synergistic interactions in biofilms, was included in the test.

First, the microscopy method was used to examine the effects on biofilms. For this, biofilms were grown at 15°C for 4 days on cover glasses (18*18 mm; VWR, Edmonton, AB, Canada) placed in wells of a 12-well tissue culture plate (VWR) with each well containing 2 mL of mono- or co-culture of E. coli O157:H7 and/or A. haemolyticus on day 0. The biofilm-bearing cover glass was treated by being consecutively soaked in 2 mL of water, Powerfoam Plus/0.85% NaCl, water, and E-San/0.85% NaCl for 1 min (Figure 1a). Saline water (0.85% NaCl) was used as a control for Powerfoam Plus and E-San treatments. The treated cover glasses were washed twice using Difco™ Neutralizing Buffer (VWR, Edmonton, AB, Canada) and/or saline water to remove loosely attached bacterial cells (Figure 1a). The remained bacteria/biofilms on the cover glasses were examined using an Olympus light microscope BX53 equipped with a digital camera DP80 and cellSens imaging software at 1,000 × magnification.

Figure 1
www.frontiersin.org

Figure 1. Effects of Powerfoam Plus and E-San in removing bacteria in biofilms (microscopy method). (a) The workflow of the treatments and (b) the representative images of treated biofilms under 1,000× magnification. Biofilms were formed by the co-culture of Acinetobacter haemolyticus and E. coli O157:H7 strain 1934 (EC1934) on cover glasses.

In addition, viable bacterial cells were further enumerated for biofilms treated by E-San, Powerfoam Plus, and saline water (control), respectively. For this purpose, biofilms were developed at 15°C for 4 days on detached pegs in a 96-well plate with each well containing 160 μL of mono- or co-culture. The biofilms were treated by following the procedure shown in Figure 2a. The number of E. coli O157:H7, A. haemolyticus, or total bacteria in treated biofilm was enumerated as described above.

Figure 2
www.frontiersin.org

Figure 2. Effect of Powerfoam Plus and E-San in removing bacteria in biofilms (bacterial enumeration method). (a) The workflow of the test and (b) the comparison between Powerfoam Plus and E-San. Biofilms were formed by dual or mono culture of Acinetobacter haemolyticus and/or E. coli O157:H7 strain 1934 (EC1934) on pegs. Saline water (0.85% NaCl, w/v) was used as control. The error bars stand for standard deviations of three biological replicates. Treatment combination denoted by * indicate significant difference (p < 0.05).

2.6 Data analysis

Mean A570 from CV staining was calculated. The cutoff value for biofilm formation (A570C) was calculated using the equation: A570C = Mean A570 of blank +3 × standard deviation of A570 for blank (Stepanović et al., 2007). Based on A570 values, strains were classified into four categories: non-biofilm former, weak, moderate, or strong biofilm former (Table 1). The interactions between two bacterial strains in a biofilm were regarded as synergistic, with no effect or antagonistic if the A570 value of dual culture is larger than, equals to, or smaller than the higher of the A570 values of the two relevant monocultures (Ren et al., 2015; Ren et al., 2014). Bacterial counts and A570 values were analyzed using a one-way ANOVA with the help of GraphPad Prism 10 (GraphPad Software, Boston, MA, United States). The Tukey’s test was used to assess pairwise differences between means, with a significance level of p ≤ 0.05 and mean values were presented with standard error of means. Two-way ANOVA was performed to analyze the effect of treatment and culture combinations on the bacterial numbers in the biofilm treated with different cleaning and sanitizing agents.

Table 1
www.frontiersin.org

Table 1. Classification of biofilm formation based on scoring system modified from Stepanović et al. (2007).

3 Results

3.1 Mono- and dual-culture biofilms

Among 18 GNA and 8 GPA, 61.1% and 25–37.5% of isolates formed monoculture biofilm between days 2 and 6, respectively (Table 2). The majority of those GNA and GPA strains formed weak or moderate biofilm with the exception of the GNA stains Brevundimonas staleyi, Massilia aurea, and Stenotrophomonas maltophilia, and the GPA strain Macrococcus caseolyticus, all of which formed strong biofilm at one or more sampling points (Figures 3, 4a). The E. coli O157:H7 strain was a non-biofilm former with A570 values below the cutoff value of 0.21. When it was co-cultured with GNA, more GNA formed biofilm on days 2 and 4 than on day 6 (Table 2). Unlike GNA, fewer GPA strains formed co-culture biofilm on days 2 and 6 than on day 4.

Table 2
www.frontiersin.org

Table 2. Frequency of biofilm formation by beef packing plant environmental isolates and Escherichia coli O157:H7 in mono- or co-cultures.

Figure 3
www.frontiersin.org

Figure 3. Biofilm formation of E. coli O157:H7 and meat plant Gram-negative aerobes (GNA) recovered from a meat packing plant in mono or dual species. Mean values identified with different letters are significantly different (p < 0.05). Horizontal line indicates the cutoff for biofilm former.

Figure 4
www.frontiersin.org

Figure 4. Biofilm formation of (a) E. coli O157:H7 and meat plant Gram-positive aerobes (GPA), (b) E. coli O157:H7 and lactic acid bacteria (LAB), and (c) E. coli O157:H7 and Enterobacteriaceae (ENT) recovered from a meat packing plant in mono or dual species. Mean values identified with different letters are significantly different (p < 0.05). Horizontal line indicates the cutoff for biofilm former.

Of the five LAB isolates tested, only C. maltaromaticum formed measurable, but weak biofilms (Figure 4b). When co-cultured with E. coli O157:H7, only C. maltaromaticum and Vagococcus fluvialis formed biofilms (Figure 4b). At day 2, 66.7% of ENT strains formed biofilms which reached 88.9% by day 4 with no further increase by day 6 (Table 2), with Citrobacter gillenii, Buttiauxella noackiae, and Salmonella sp. being strong biofilm formers (Figure 4c). When co-cultured with E. coli O157:H7, all strains that formed monoculture biofilms also formed dual-species biofilms by day 4 (Figure 4b). As previously described (Visvalingam et al., 2017), biofilm formation of GEC strains remained at 80% between days 2 and 6 (Table 2). All persistent GEC genotypes and three of the non-persistent GEC genotypes formed biofilms. In general, persistent genotypes formed stronger biofilm than non-persistent ones, more so on day 2 than on days 4 and 6 (Figures 5a, b). All persistent and non-persistent strains that formed mono-culture biofilms also formed dual-culture biofilms with E. coli O157:H7.

Figure 5
www.frontiersin.org

Figure 5. Biofilm formation of (a) E. coli O157:H7 and persistent generic E. coli and (b) E. coli O157:H7 and non-persistent generic E. coli recovered from a meat packing plant in mono or dual strain. Mean values identified with different letters are significantly different (p < 0.05). Horizontal line indicates the cutoff for biofilm former.

Biofilm-forming interaction was classified as no-effect, synergy, and antagonism based on A570 values observed between monoculture and dual-culture biofilms. Overall, the interactions between MPB and E. coli O157:H7 in their respective dual-culture biofilms were mostly no-effect (Figure 6). Consistent interactions with E. coli O157:H7 in co-culture biofilms were observed for the GNA isolates B. staleyi and S. bauzanensis (antagonistic; #14 and #26), and A. haemolyticus (synergistic; #12) during the study period (Figures 3, 6). GPA isolates Microbacterium sp., (#29) and Macrococcus caseolyticus (#32) formed antagonistic and synergistic relationship, respectively (Figures 4a, 6). Interestingly, with the commonly regarded biocontrol agents, lactic acid bacteria, only synergistic effects were observed (C. maltaromaticum, #38; V. fluvialis, #41). None of the ENT isolates had interactions in co-culture biofilms except for Salmonella sp. (#50) which was antagonistic. Persistent E. coli isolates mainly showed synergistic interactions when forming biofilms with E. coli O157:H7, while non-persistent isolates showed no effect.

Figure 6
www.frontiersin.org

Figure 6. Interactions between E. coli O157:H7 and MPB in biofilms. The interactions were determined as synergistic, antagonistic, and neutral if the A570 (dual-culture –monoculture) is greater than, smaller than and equals to zero, respectively. Strains of 1–5, 6–10, 11–28, 29–36, 37–41, and 42–50 are groups of persistent E. coli, non-persistent E. coli, GNA, GPA, LAB, and ENT, respectively.

3.2 Changes in viable cell numbers in mono-species and dual-species biofilms

EC136, A. haemolyticus, S. bauzanensis, and C. maltaromaticum selected based on their biofilm-forming ability and interactions with E. coli O157:H7 were further assessed by enumeration in single and dual-culture biofilms with E. coli O157:H7 (Table 3). In monoculture, the number of viable E. coli O157:H7 cells was 7 log CFU/peg. The viable cell numbers of E. coli O157:H7 did not differ significantly (p > 0.05) when it formed dual-species biofilms with A. haemolyticus, S. bauzanensis, or C. maltaromaticum. In contrast, viable numbers of E. coli O157:H7 were significantly lower (p < 0.05) when it formed biofilm with EC136. Viable numbers of EC136 and C. maltaromaticum did not differ between monoculture and dual-culture biofilms. Viable numbers of A. haemolyticus were significantly higher in dual-species biofilm containing E. coli O157:H7 than its monoculture biofilm while that of S. bauzanensis was lower (p < 0.05) in dual species than in its monoculture biofilms.

Table 3
www.frontiersin.org

Table 3. Changes in number of viable Escherichia coli O157:H7 and meat plant environmental isolates in mono- and co-culture biofilms formed on polystyrene pegs incubated at 15°C for 4 days.

3.3 Effects of a commonly used cleaner and sanitizer on biofilms

Due to the synergistic effect between A. haemolyticus and E. coli O157:H7, this combination was included to test the effects of a commonly used cleaner and sanitizer in removing biofilms or bacteria in biofilms. Microscopic observation of dual- (Figure 1b) and mono-culture biofilms (Supplementary Figure S1) showed an unnoticeable effect by E-San treatment alone. In contrast, Powerfoam Plus treatment alone removed a large portion of bacteria in both types of biofilms. The sequential treatment of Powerfoam Plus and E-San was more effective than Powerfoam Plus alone for mono-culture biofilms (Supplementary Figure S1), however, no difference was noticed for dual-culture biofilms (Figure 1b). Further comparison of Powerfoam Plus with E-San by enumerating bacteria in treated biofilms showed that non-significant but numerically stronger (total bacteria in co-culture biofilms; E. coli O157:H7 in mono-culture biofilms) or statistically significant stronger effects (E. coli O157:H7 in dual-culture biofilms; A. haemolyticus in mono-culture biofilms) by Powerfoam Plus in removing bacteria (1–3 log CFU) in biofilms than E-San (Figure 2b). No significant difference was observed between E-San and control (saline water).

4 Discussion

Most bacteria predominantly reside in the form of biofilms in all environments, most likely with companion bacteria. The characteristics of mixed-species biofilm community can significantly be influenced by unavoidable direct and indirect interactions between different species (Penesyan et al., 2021; Burmølle et al., 2014). This helps bacteria survive diverse environmental challenges, including conditions experienced in food processing environments (Wang et al., 2013; Visvalingam et al., 2019; Habimana et al., 2010) and potentially serve as reservoir for product contamination (Wang, 2019). Therefore, understanding their interactions and growth is essential for controlling biofilms in food processing environment and prevent potential cross contamination. This study evaluated the impact of meat plant isolates, including both persistent and non-persistent E. coli and MPB, on the biofilm formation of E. coli O157:H7 at 15°C. Although beef processing facilities typically operate at temperatures <10°C, temperatures can rise to 15°C during non-operational hours or during cleaning and sanitizing processes (Youssef et al., 2013; Yang et al., 2018). If sanitation protocols fail to completely remove microbes and food residues, these higher temperatures could facilitate microbial growth. To accurately assess this potential risk, the biofilm experiments in this study were conducted at 15°C. At this temperature, E. coli could establish mature biofilms by 4 days (Visvalingam et al., 2017) and sanitizer resistance may increase with the age of biofilms (Chavant et al., 2004). In addition, many of the MPB isolates used in this study grew at a much slower rate than E. coli O157:H7, with some strains taking up to 120 h to reach required cell density during inoculum preparation. Thus, a 6-day incubation time was chosen to properly assess the influence of MPB on biofilm formation. The impact of companion bacteria on the non-biofilm-forming strains of pathogens is a rather underexplored area even though these pathogenic strains could also achieve persistence status by hitchhiking with others (Yang et al., 2023; Visvalingam et al., 2019).

The inconsistency between biomass measurement and viable cell number enumeration for assessing biofilm formation of the E. coli O157:H7 strain has also been noted in a previous study where motile E. coli O157:H7 (02:0627) and non-motile E. coli O157:NM (02:1840) did not form detectable biofilm by CV assay while approximately 7 Log CFU viable cells were adhered to surface (Visvalingam et al., 2017). Those two latter E. coli O157 strains did not have the ability to produce curli and cellulose, two major components in EPS. Detectable biofilm formation by E. coli O157 and non-157 Shiga toxin-producing E. coli strains was highly correlated to the production of curli and cellulose (Wang et al., 2012; Fang et al., 2022). As EPSs take up 90% biomass of biofilms (Toyofuku et al., 2016), it is inferable that lack of curli or cellulose may have led to this inconsistency between viable cell enumeration and the commonly used CV staining method.

In dual-species biofilms, if a companion MPB did not produce detectable biofilm then the E. coli O157:H7-MPB pairing did not produce measurable biofilms either. A notable exception from this was the paring of E. coli O157:H7 and LAB isolate V. fluvialis. The V. fluvialis isolate did not form biofilms on its own at any given point, but formed measurable biofilms with the E. coli O157:H7 strain at day 4. Interaction of microorganisms in mixed-species biofilms involves interference with quorum sensing and production of secondary metabolites or toxins that promote or inhibit the growth of companion microorganisms (Habimana et al., 2010; Jahid et al., 2018; Chorianopoulos et al., 2010). Based on biomass, the LAB isolates C. maltaromaticum and V. fluvialis were synergistic with E. coli O157:H7. A similar interaction was observed with C. maltaromaticum and S. Typhimurium in another study (Visvalingam et al., 2019). Further analysis of viable numbers in the dual-species biofilm of E. coli O157:H7 and C. maltaromaticum showed the viable numbers for either of these organisms did not differ from their monoculture biofilm counterparts. This divergence could stem from an elevated production of EPSs rather than an increase in viable numbers within the dual-species biofilms. Enhanced EPS production has been documented in mixed-species biofilms, such as those formed by Salmonella and Pseudomonas aeruginosa or indigenous lettuce microbiota (Jahid et al., 2014; Pang et al., 2017). Additionally, some of the viable cell populations may not be accurately represented by standard enumeration methods, as many species can enter a viable but non-culturable (VBNC) state (Leriche and Carpentier, 1995). In contrast to what was observed in E. coli O157:H7-C. maltaromaticum, synergistic interaction observed between A. haemolyticus and E. coli O157:H7 by biomass measurement using CV assay coincided with higher viable numbers of A. haemolyticus in dual-species biofilm but not E. coli O157:H7. A synergistic effect between a meat plant isolate of A. calcoaceticus and an E. coli O157:H7 strain has been noted in a study by Habimana et al. (2010). Previously, Makovcova et al. (2017) observed that when Staphylococcus aureus and S. enterica or E. coli have formed dual-species biofilm, only S. aureus numbers increased in dual-species biofilm compared to its monoculture counterpart.

Interestingly, biomass measurement of EC 136-E. coli O157:H7 co-culture biofilm showed no effect to slight synergistic effect without a significant increase in EC 136 or E. coli O157:H7 viable numbers. In fact, the numbers of E. coli O157:H7 significantly decreased in co-culture biofilm compared to its monoculture biofilm. The ability of EC 136 and E. coli genotype 533 to reduce viable numbers of motile E. coli O157:H7 (02:0627) or non-motile E. coli O157:NM (02:1840) in their respective co-culture biofilm was previously reported (Visvalingam et al., 2017). Different from the intra-species antagonistic effect, antagonistic interaction observed between E. coli O157:H7 and S. bauzanensis resulted in both a reduction in biofilm biomass and a reduction in viable numbers of S. bauzanensis compared to its monoculture biofilm while E. coli O157:H7 numbers remained similar between dual-species and monoculture biofilm. This difference in the biomass assessment and cell-number assessment may have resulted from the lack of curli or cellulose production of the E. coli O157:H7 strain or due to excessive EPS production by the dominating E. coli strain. It is conceivable that observed antagonistic interaction between generic E. coli and E. coli O157:H7 could result from their competing nutritional needs or production of inhibitory substances such as colicin (Schamberger and Diez-Gonzalez, 2004; Setia et al., 2009). Nevertheless, the synergistic effect of GEC, especially the persisting ones, with E. coli O157 is concerning, suggesting companion bacteria have to be taken into account when examining the persistence of pathogens.

Taken together, the synergistic or antagonistic interactions observed in mixed-species/strain biofilms as measured by biomass, do not always indicate an increase or decrease in viable numbers, or vice versa. When it comes to contamination control in meat-processing plants, both the biomass and the viable cell numbers within biofilms are significant factors that may impact the disinfectant tolerance of pathogens. Therefore, the assessment of mixed-species biofilms associated with the food processing environment requires a combination of assessment methods.

Previous studies conducted with QAC-based sanitizer E-San and Perox-E PLUS against S. Typhimurium and MPB mixed-species biofilm showed limited effectiveness in reducing viable cells in biofilms and in an MPB-dependent manner when there was any effect (Visvalingam et al., 2019). At the in-use concentration of 200 ppm, E-San reduced the numbers of S. Typhimurium in its mono-culture biofilms and J. lividum or Serratia co-culture biofilms by 1.08, 1.57, and 1.97 log units, respectively. However, it was entirely ineffective against S. Typhimurium in co-culture biofilms with A. haemolyticus, M. phyllosphaerae, or P. helvolus. Survival of E. coli O157:H7 in mixed-species biofilm when treated with QAC at 300 ppm has also been reported to be dependent on its companion strains (Wang et al., 2013; Dass et al., 2020). In the present study, E-San was largely ineffective against E. coli O157:H7 in either mono or co-cultures with A. haemolyticus. In contrast, Powerfoam Plus showed a much stronger effect in removing bacteria in the dual- or mono-culture biofilms. Test conducted with a chlorinated alkaline cleaner previously showed it can remove 99% EPSs of P. putida biofilm but this study did not report any changes in viable numbers (Antoniou and Frank, 2005). Removal of Listeria monocytogenes biofilm was evaluated after treatment with various alkaline or acidic cleaning agents including chlorinated alkaline cleaner and it was found single treatment using all tested cleaners yielded 1–2 log CFU reduction in viable numbers (Fagerlund et al., 2020).

In conclusion, the non-biofilm-forming E. coli O157:H7 formed biofilms with diverse MPB in an MPB strain-dependent manner. When an MPB strain did not form measurable biofilm on its own as determined by biomass, E. coli O157:H7 did not form dual-species biofilm with that isolate except for V. fluvialis. Interaction between E. coli O157:H7 and MPB was pre-dominantly neutral when assessed by biofilm mass. The present study offers a glimpse into the interactions of a non-biofilm-forming E. coli O157:H7 strain with meat-processing environmental bacteria. Given that most Shiga toxin-producing E. coli lack the ability to form biofilms, when assessed by the CV staining method, and they may also achieve persistence through hitchhiking with others, further study to explore how those strains behave in multi-species setting would benefit the eventual control of these pathogens in food processing environment. Sequential treatment of Powerfoam Plus and E-San provided a better reduction in biofilm than treatment with one of those agents for monoculture biofilms. Powerfoam Plus alone achieved more than 2.7 log reduction of viable cells in dual-species biofilms.

Data availability statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Author contributions

JV: Conceptualization, Formal analysis, Methodology, Writing – original draft. PZ: Conceptualization, Methodology, Writing – original draft. XY: Conceptualization, Funding acquisition, Supervision, Writing – review & editing.

Funding

The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This study was supported by Agriculture and Agri-Food Canada (A-1603) and the Beef Cattle Research Council (FOS.01.21)/Results Driven Agricultural Research (2023F139R).

Conflict of interest

The 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.

The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.

Generative AI statement

The authors declare that no Gen AI was used in the creation of this manuscript.

Publisher’s note

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.

Supplementary material

The Supplementary material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmicb.2024.1517732/full#supplementary-material

References

Alberta Health Services. Shiga toxin-producing Escherichia coli (STEC) outbreak in Calgary zone childcare facilities linked to a central kitchen: outbreak investigation report [internet]. (2024) Available at: https://www.albertahealthservices.ca/assets/info/ppih/if-ppih-ecoli-stec-outbreak-investigation-report.pdf (Accessed October 02, 2024).

Google Scholar

Antoniou, K., and Frank, J. F. (2005). Removal of Pseudomonas putida biofilm and associated extracellular polymeric substances from stainless steel by alkali cleaning. J. Food Prot. 68, 277–281. doi: 10.4315/0362-028X-68.2.277

PubMed Abstract | Crossref Full Text | Google Scholar

Burmølle, M., Ren, D., Bjarnsholt, T., and Sørensen, S. J. (2014). Interactions in multispecies biofilms: do they actually matter? Treands Microbiol. 22, 84–91. doi: 10.1016/j.tim.2013.12.004

PubMed Abstract | Crossref Full Text | Google Scholar

CDC (1993). Update: multistate outbreak of Escherichia coli O157:H7 infections from hamburgers— Western United States, 1992-1993. JAMA 269, 2194–2196. doi: 10.1001/jama.1993.03500170024007

PubMed Abstract | Crossref Full Text | Google Scholar

Chavant, P., Gaillard-Martinie, B., and Hébraud, M. (2004). Antimicrobial effects of sanitizers against planktonic and sessile Listeria monocytogenes cells according to the growth phase. FEMS Microbiol. Lett. 236, 241–248. doi: 10.1111/j.1574-6968.2004.tb09653.x

PubMed Abstract | Crossref Full Text | Google Scholar

Chmielewski, R., and Frank, J. F. (2003). Biofilm formation and control in food processing facilities. Compr. Rev. Food Sci. Food Saf. 2, 22–32. doi: 10.1111/j.1541-4337.2003.tb00012.x

PubMed Abstract | Crossref Full Text | Google Scholar

Chorianopoulos, N. G., Giaouris, E. D., Kourkoutas, Y., and Nychas, G. J. E. (2010). Inhibition of the early stage of Salmonella enterica serovar Enteritidis biofilm development on stainless steel by cell-free supernatant of a Hafnia alvei culture. Appl. Environ. Microbiol. 76, 2018–2022. doi: 10.1128/AEM.02093-09

PubMed Abstract | Crossref Full Text | Google Scholar

Coulombe, G., Catford, A., Martinez-Perez, A., and Buenaventura, E. (2020). Outbreaks of Escherichia coli O157:H7 infections linked to romaine lettuce in Canada from 2008 to 2018: an analysis of food safety context. J. Food Prot. 83, 1444–1462. doi: 10.4315/JFP-20-029

PubMed Abstract | Crossref Full Text | Google Scholar

Dass, S. C., Bosilevac, J. M., Weinroth, M., Elowsky, C. G., Zhou, Y., Anandappa, A., et al. (2020). Impact of mixed biofilm formation with environmental microorganisms on E. coli O157:H7 survival against sanitization. Npj Sci. Food 4:76. doi: 10.1038/s41538-020-00076-x

PubMed Abstract | Crossref Full Text | Google Scholar

Edima, H. C., Cailliez-Grimal, C., Revol-Junelles, A. M., Tonti, L., Linder, M., and Millière, J. B. (2007). A selective enumeration medium for Carnobacterium maltaromaticum. J. Microbiol. Methods 68, 516–521. doi: 10.1016/j.mimet.2006.10.006

PubMed Abstract | Crossref Full Text | Google Scholar

Fagerlund, A., Heir, E., Møretrø, T., and Langsrud, S. (2020). Listeria Monocytogenes biofilm removal using different commercial cleaning agents. Molecules 25:792. doi: 10.3390/molecules25040792

PubMed Abstract | Crossref Full Text | Google Scholar

Fang, Y., Visvalingam, J., Zhang, P., and Yang, X. (2022). Biofilm formation by non-O157 Shiga toxin-producing Escherichia coli in monocultures and co-cultures with meat processing surface bacteria. Food Microbiol. 102:103902. doi: 10.1016/j.fm.2021.103902

PubMed Abstract | Crossref Full Text | Google Scholar

Gaulin, C., Ramsay, D., Catford, A., and Bekal, S. (2015). Escherichia coli O157:H7 outbreak associated with the consumption of beef and veal tartares in the province of Quebec, Canada, in 2013. Foodborne Pathog. Dis. 12, 612–618. doi: 10.1089/fpd.2014.1919

PubMed Abstract | Crossref Full Text | Google Scholar

Habimana, O., Heir, E., Langsrud, S., Åsli, A. W., and Møretrø, T. (2010). Enhanced surface colonization by Escherichia coli O157:H7 in biofilms formed by an Acinetobacter calcoaceticus isolate from meat-processing environments. Appl. Environ. Microbiol. 76, 4557–4559. doi: 10.1128/AEM.02707-09

PubMed Abstract | Crossref Full Text | Google Scholar

Hall-Stoodley, L., and Stoodley, P. (2009). Evolving concepts in biofilm infections. Cell. Microbiol. 11, 1034–1043. doi: 10.1111/j.1462-5822.2009.01323.x

PubMed Abstract | Crossref Full Text | Google Scholar

Jahid, I. K., Han, N. R., Srey, S., and Ha, S.-D. (2014). Competitive interactions inside mixed-culture biofilms of Salmonella typhimurium and cultivable indigenous microorganisms on lettuce enhance microbial resistance of their sessile cells to ultraviolet C (UV-C) irradiation. Food Res. Int. 55, 445–454. doi: 10.1016/j.foodres.2013.11.042

Crossref Full Text | Google Scholar

Jahid, I. K., Mizan, M. F. R., Myoung, J., and Ha, S. D. (2018). Aeromonas hydrophila biofilm, exoprotease, and quorum sensing responses to co364 cultivation with diverse foodborne pathogens and food spoilage bacteria on crab surfaces. Biofouling 34, 1079–1092. doi: 10.1080/08927014.2018.1519069

PubMed Abstract | Crossref Full Text | Google Scholar

Leriche, V., and Carpentier, B. (1995). Viable but nonculturable Salmonella typhimurium in single- and binary-species biofilms in response to chlorine treatment. J. Food Prot. 58, 1186–1191. doi: 10.4315/0362-028X-58.11.1186

PubMed Abstract | Crossref Full Text | Google Scholar

Makovcova, J., Babak, V., Kulich, P., Masek, J., Slany, M., and Cincarova, L. (2017). Dynamics of mono- and dual-species biofilm formation and interactions between Staphylococcus aureus and gram-negative bacteria. Microb. Biotechnol. 10, 819–832. doi: 10.1111/1751-7915.12705

PubMed Abstract | Crossref Full Text | Google Scholar

Mann, J. E., and Brashears, M. M. (2006). Validation of time and temperature values as critical limits for the control of Escherichia coli O157:H7 during the production of fresh ground beef. J. Food Prot. 69, 1978–1982. doi: 10.4315/0362-028X-69.8.1978

PubMed Abstract | Crossref Full Text | Google Scholar

Nan, Y., Rodas-Gonzalez, A., Stanford, K., Nadon, C., Yang, X., McAllister, T., et al. (2024). Lactic acid bacteria and spoilage bacteria: their interactions in Escherichia coli O157:H7 biofilms on food contact surfaces and implications for beef contamination. J. Food Saf. 44:e13101. doi: 10.1111/jfs.13101

Crossref Full Text | Google Scholar

Pang, X. Y., Yang, Y. S., and Yuk, H. G. (2017). Biofilm formation and disinfectant resistance of Salmonella sp. in mono- and dual-species with Pseudomonas aeruginosa. J. Appl. Microbiol. 123, 651–660. doi: 10.1111/jam.13521

PubMed Abstract | Crossref Full Text | Google Scholar

Penesyan, A., Paulsen, I. T., Kjelleberg, S., and Gillings, M. R. (2021). Three faces of biofilms: a microbial lifestyle, a nascent multicellular organism, and an incubator for diversity. Npj Biofilms Microb. 7:80. doi: 10.1038/s41522-021-00251-2

PubMed Abstract | Crossref Full Text | Google Scholar

Ren, D., Madsen, J. S., de la Cruz-Perera, C. I., Bergmark, L., Sørensen, S. J., and Burmølle, M. (2014). High-throughput screening of multispecies biofilm formation and quantitative PCR-based assessment of individual species proportions, useful for exploring interspecific bacterial interactions. Microb. Ecol. 68, 146–154. doi: 10.1007/s00248-013-0315-z

PubMed Abstract | Crossref Full Text | Google Scholar

Ren, D., Madsen, J. S., Sørensen, S. J., and Burmølle, M. (2015). High prevalence of biofilm synergy among bacterial soil isolates in cocultures indicates bacterial interspecific cooperation. ISME J. 9, 81–89. doi: 10.1038/ismej.2014.96

PubMed Abstract | Crossref Full Text | Google Scholar

Schamberger, G. P., and Diez-Gonzalez, F. (2004). Characterization of colicinogenic Escherichia coli strains inhibitory to Enterohemorrhagic Escherichia coli. J. Food Prot. 67, 486–492. doi: 10.4315/0362-028X-67.3.486

Crossref Full Text | Google Scholar

Setia, A., Bhandari, S. K., House, J. D., Nyachoti, C. M., and Krause, D. O. (2009). Development and in vitro evaluation of an Escherichia coli probiotic able to inhibit the growth of pathogenic Escherichia coli K88. J. Anim. Sci. 87, 2005–2012. doi: 10.2527/jas.2008-1400

PubMed Abstract | Crossref Full Text | Google Scholar

Smith, C. R., Bond, H., Kearney, A., Chau, K., Chui, L., Gerrie, M., et al. (2023). Fermenting a place in history: the first outbreak of Escherichia coli O157 associated with kimchi in Canada. Epidermiol. Infect. 151:151. doi: 10.1017/S0950268823000882

PubMed Abstract | Crossref Full Text | Google Scholar

Stanford, K., Tran, F., Zhang, P., and Yang, X. (2021). Biofilm-forming capacity of Escherichia coli isolated from cattle and beef packing plants: relation to virulence attributes, stage of processing, antimicrobial interventions, and heat tolerance. Appl. Environ. Microbiol. 87:e0112621. doi: 10.1128/AEM.01126-21

PubMed Abstract | Crossref Full Text | Google Scholar

Stepanović, S., Vuković, D., Hola, V., Bonaventura, G. D., Djukić, S., Cirković, I., et al. (2007). Quantification of biofilm in microtiter plates: overview of testing conditions and practical recommendations for assessment of biofilm production by staphylococci. APMIS 115, 891–899. doi: 10.1111/j.1600-0463.2007.apm_630.x

PubMed Abstract | Crossref Full Text | Google Scholar

Toyofuku, M., Inaba, T., Kiyokawa, T., Obana, N., Yawata, Y., and Nomura, N. (2016). Environmental factors that shape biofilm formation. Biosci. Biotechnol. Biochem. 80, 7–12. doi: 10.1080/09168451.2015.1058701

PubMed Abstract | Crossref Full Text | Google Scholar

Van Houdt, R., and Michiels, C. W. (2005). Role of bacterial cell surface structures in Escherichia coli biofilm formation. Res. Microbiol. 156, 626–633. doi: 10.1016/j.resmic.2005.02.005

PubMed Abstract | Crossref Full Text | Google Scholar

Varma, J. K., Greene, K. D., Reller, M. E., DeLong, S. M., Trottier, J., Mead, S. F. N. M. D., et al. (2003). An outbreak of Escherichia coli O157 infection following exposure to a contaminated building. JAMA 290, 2709–2712. doi: 10.1001/jama.290.20.2709

PubMed Abstract | Crossref Full Text | Google Scholar

Visvalingam, J., Ellis, T. C., and Yang, X. (2017). Impact of persistent and nonpersistent generic Escherichia coli and Salmonella sp. recovered from a beef packing plant on biofilm formation by E. coli O157. J. Appl. Microbiol. 123, 1512–1521. doi: 10.1111/jam.13591

PubMed Abstract | Crossref Full Text | Google Scholar

Visvalingam, J., Wang, H., Ells, T. C., and Yang, X. (2019). Facultative anaerobes shape multispecies biofilms composed of meat processing surface Bacteria and Escherichia coli O157:H7 or Salmonella enterica Serovar typhimurium. Appl. Environ. Microbiol. 85, e01123–e01119. doi: 10.1128/AEM.01123-19

PubMed Abstract | Crossref Full Text | Google Scholar

Visvalingam, J., Zhang, P., Ells, T. C., and Yang, X. (2019). Dynamics of biofilm formation by Salmonella typhimurium and beef processing plant bacteria in mono- and dual-species cultures. Microb. Ecol. 78, 375–387. doi: 10.1007/s00248-018-1304-z

PubMed Abstract | Crossref Full Text | Google Scholar

Walker, L., Sun, S., and Thippareddi, H. (2023). Growth comparison and model validation for growth of Shiga toxin-producing Escherichia coli (STEC) in ground beef. LWT 182:114823. doi: 10.1016/j.lwt.2023.114823

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, R. (2019). Biofilms and meat safety: a mini-review. J. Food Prot. 82, 120–127. doi: 10.4315/0362-028X.JFP-18-311

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, R., Bono, J. L., Kalchayanand, N., Shackelford, S., and Harhay, D. M. (2012). Biofilm formation by Shiga toxin-producing Escherichia coli O157:H7 and non-O157 strains and their tolerance to sanitizers commonly used in the food processing environment. J. Food Prot. 75, 1418–1428. doi: 10.4315/0362-028X.JFP-11-427

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, H., He, A., and Yang, X. (2018). Dynamics of microflora on conveyor belts in a beef fabrication facility during sanitation. Food Control 85, 42–47. doi: 10.1016/j.foodcont.2017.09.017

Crossref Full Text | Google Scholar

Wang, R., Kalchayanand, N., King, D. A., Brandon, E. L., Bosilevac, J. M., and Arthur, T. M. (2014). Biofilm formation and sanitizer resistance of Escherichia coli O157:H7 strains isolated from “high event period” meat contamination. J. Food Prot. 77, 1982–1987. doi: 10.4315/0362-028X.JFP-14-253

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, R., Kalchayanand, N., Schmidt, J. W., and Harhay, D. M. (2013). Mixed biofilm formation by Shiga toxin-producing Escherichia coli and Salmonella enterica serovar typhimurium enhanced bacterial resistance to sanitization due to extracellular polymeric substances. J. Food Prot. 76, 1513–1522. doi: 10.4315/0362-028X.JFP-13-077

PubMed Abstract | Crossref Full Text | Google Scholar

Williams, A. P., Avery, L. M., Killham, K., and Jones, D. L. (2005). Persistence of Escherichia coli O157 on farm surfaces under different environmental conditions. J. Appl. Microbiol. 98, 1075–1083. doi: 10.1111/j.1365-2672.2004.02530.x

Crossref Full Text | Google Scholar

Yadav, M. K., Song, J. J., Singh, B. P., and Vidal, J. E. (2020). “Chapter 1 - microbial biofilms and human disease: a concise review” in New and future developments in microbial biotechnology and bioengineering: Microbial biofilms [internet]. eds. M. K. Yadav and B. P. Singh (Amsterdam: Elsevier), 1–13.

Google Scholar

Yang, X., He, A., Badoni, M., Tran, F., and Wang, H. (2017a). Mapping sources of contamination of Escherichia coli on beef in the fabrication facility of a commercial beef packing plant. Food Control 75, 153–159. doi: 10.1016/j.foodcont.2016.12.004

Crossref Full Text | Google Scholar

Yang, X., Tran, F., Youssef, M. K., and Gill, C. O. (2015). Determination of sources of Escherichia coli on beef by multiple-locus variable-number tandem repeat analysis. J. Food Prot. 78, 1296–1302. doi: 10.4315/0362-028X.JFP-15-014

PubMed Abstract | Crossref Full Text | Google Scholar

Yang, X., Wang, H., He, A., and Tran, F. (2017b). Microbial efficacy and impact on the population of Escherichia coli of a routine sanitation process for the fabrication facility of a beef packing plant. Food Control 71, 353–357. doi: 10.1016/j.foodcont.2016.07.016

Crossref Full Text | Google Scholar

Yang, X., Wang, H., He, A., and Tran, F. (2018). Biofilm formation and susceptibility to biocides of recurring and transient Escherichia coli isolated from meat fabrication equipment. Food Control 90, 205–211. doi: 10.1016/j.foodcont.2018.02.050

PubMed Abstract | Crossref Full Text | Google Scholar

Yang, X., Wang, H., Hrycauk, S., Holman, D. B., and Ells, T. C. (2023). Microbial dynamics in mixed-culture biofilms of Salmonella typhimurium and Escherichia coli O157:H7 and bacteria surviving sanitation of conveyor belts of meat processing plants. Microorganisms 11:421. doi: 10.3390/microorganisms11020421

PubMed Abstract | Crossref Full Text | Google Scholar

Youssef, M. K., Badoni, M., Yang, X., and Gill, C. O. (2013). Sources of Escherichia coli deposited on beef during breaking of carcasses carrying few E. coli at two packing plants. Food Control 31, 166–171. doi: 10.1016/j.foodcont.2012.09.045

Crossref Full Text | Google Scholar

Zheng, Y., Gracia, A., and Hu, L. (2023). Predicting foodborne disease outbreaks with food safety certifications: econometric and machine learning analyses. J. Food Prot. 86:100136. doi: 10.1016/j.jfp.2023.100136

PubMed Abstract | Crossref Full Text | Google Scholar

Keywords: Escherichia coli , E. coli O157, biofilm, meat-processing environmental bacteria, sanitation

Citation: Visvalingam J, Zhang P and Yang X (2025) Inter- and intra-species interactions between meat plant environmental bacteria and a non-biofilm-forming Escherichia coli O157:H7 strain in co-culture biofilms. Front. Microbiol. 15:1517732. doi: 10.3389/fmicb.2024.1517732

Received: 27 October 2024; Accepted: 23 December 2024;
Published: 14 February 2025.

Edited by:

Luca Nalbone, University of Messina, Italy

Reviewed by:

Hülya Ölmez, Material Institute (MAM), Türkiye
Shengqian Sun, Yantai Institute of Technology, China

Copyright © 2025 His Majesty the King in Right of Canada, as represented by the Minister of Agriculture and Agri-Food Canada for the contribution of Jeyachchandran Visvalingam, Peipei Zhang and Xianqin Yang. 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: Xianqin Yang, eGlhbnFpbi55YW5nQGFnci5nYy5jYQ==

†Present addresses: Jeyachchandran Visvalingam, Kane Biotech Inc., Winnipeg, MB, Canada
Peipei Zhang, Colorado State University, Fort Collins, CO, United States

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.

Research integrity at Frontiers

Man ultramarathon runner in the mountains he trains at sunset

94% of researchers rate our articles as excellent or good

Learn more about the work of our research integrity team to safeguard the quality of each article we publish.


Find out more