Literature DB >> 35002451

Anti-salmonella properties of kefir yeast isolates: An in vitro screening for potential infection control.

Abraham Majak Gut1,2, Todor Vasiljevic1,2, Thomas Yeager1,3, Osaana N Donkor1,2.   

Abstract

The rise of antibiotic resistance has increased the need for alternative ways of preventing and treating enteropathogenic bacterial infection. Various probiotic bacteria have been used in animal and human. However, Saccharomyces boulardii is the only yeast currently used in humans as probiotic. There is scarce research conducted on yeast species commonly found in kefir despite its claimed potential preventative and curative effects. This work focused on adhesion properties, and antibacterial metabolites produced by Kluyveromyces lactis and Saccharomyces unisporus isolated from traditional kefir grains compared to Saccharomyces boulardii strains. Adhesion and sedimentation assay, slide agglutination, microscopy and turbidimetry assay were used to analyze adhesion of Salmonella Arizonae and Salmonella Typhimurium onto yeast cells. Salmonella growth inhibition due to the antimicrobial metabolites produced by yeasts in killer toxin medium was analyzed by slab on the lawn, turbidimetry, tube dilution and solid agar plating assays. Alcohol and antimicrobial proteins production by yeasts in killer toxin medium were analyzed using gas chromatography and shotgun proteomics, respectively. Salmonella adhered onto viable and non-viable yeast isolates cell wall. Adhesion was visualized using scanning electron microscope. Yeasts-fermented killer toxin medium showed Salmonella growth inhibition. The highest alcohol concentration detected was 1.55%, and proteins with known antimicrobial properties including cathelicidin, xanthine dehydrogenase, mucin-1, lactadherin, lactoperoxidase, serum amyloid A protein and lactotransferrin were detected in yeasts fermented killer medium. These proteins are suggested to be responsible for the observed growth inhibition effect of yeasts-fermented killer toxin medium. Kluyveromyces lactis and Saccharomyces unisporus have anti-salmonella effect comparable to Saccharomyces boulardii strains, and therefore have potential to control Salmonella infection.
© 2021 The Author(s).

Entities:  

Keywords:  AGC, Automatic Gain Control; ATCC, American type Culture Collection; ATP, Adenosine triphosphate; CFS, Cell Free Supernatant; CFU, Colony Forming Unit; DNA, Deoxyribonucleic Acid; DSR, Desk Sputter Coater ; DTT, Dithiothreitol ; FAO, Food Agriculture Organization; GIT, The gastrointestinal tract; HCL, Hydrochloric Acid; HPLC, High-performance liquid chromatography; IBM, International Business Machines ; KTM, Killer Toxin Cedium; Kefir; Kluyveromyces lactis; LC-MS/MS, Liquid Chromatography with tandem mass spectrometry/Liquid Chromatography with tandem mass spectrometry; LFQ, Label Free Quantitation; Min, Minute; NaOH, Sodium hydroxide; PBS, Phosphate buffered saline; Probiotics; RNA, Ribonucleic Acid; RSLC, Rapid Separation Liquid Chromatography; SD, Standard Deviation; SPSS, Statistical Package for the Social Sciences; Saccharomyces boulardii; Saccharomyces unisporus; Salmonella; Shotgun proteomics; WHO, World Health Organization; YEPDA, Yeast Extract Peptone Dextrose Agar; YEPDB, Yeast Extract Peptone Dextrose Broth; Yeasts; h, Hour; mL, Milliliter

Year:  2021        PMID: 35002451      PMCID: PMC8717153          DOI: 10.1016/j.sjbs.2021.09.025

Source DB:  PubMed          Journal:  Saudi J Biol Sci        ISSN: 2213-7106            Impact factor:   4.219


Introduction

Salmonella resistance to current antibiotic drugs is rising at an alarming rate worldwide especially in Africa and Asia. For example in Malawi, the percentage of multi-drug resistant Salmonella enterica serovar Typhi increased from 7% in 2010 to 97% in 2014 (Feasey et al., 2015). This has raised the need for alternative prophylaxis and therapies. One of the ways of preventing and treating infectious diseases in human and animal is the use of probiotic microorganisms (Feye et al., 2019, Gut et al., 2018, Kogan and Kocher, 2007). Probiotics are defined by World Health Organization (WHO) as ‘live microorganisms which when administered in adequate amounts confer a health benefit on the host’ (FAO/WHO, 2002). Lactobacillus, Bifidobacterium, Streptococcus thermophilus, Enterococcus, Leuconostoc species, Escherichia coli Nissle 1917, Bacillus species and Saccharomyces boulardii are currently used as probiotics in humans against bacterial pathogens infection (Bakken, 2014, Bekar et al., 2011, Khodadad et al., 2013, Nami et al., 2015). Probiotics are commonly found in popular fermented functional foods such as yoghurt, milk, kefir, cheese, soybean, fruits, sourdough and vegetable products (Plessas et al., 2016, Prado et al., 2015, Priyodip et al., 2017, Saarela et al., 2000) or formulated into either lyophilized forms as capsules, powders or in aqueous solutions (Martins et al., 2009). These microorganisms exert antagonism against susceptible bacteria by production of antibacterial molecules, prevention of biofilm formation and pathogen invasiveness; adhesion of bacteria cells onto cell walls, and degradation of bacterial toxins among others (Gut et al., 2018). Kefir drink is a probiotic product made from a kefir grain, a consortium of many microorganisms and exopolysaccharide, consumed in many parts of the world including the Caucasus Mountains of Russia, Europe, Asia, South and North America due to its health benefits conferred by the probiotic components (Garrote et al., 1997). Bacterial cultures of kefir include Lactobacillus, Lactococcus, Leuconostoc and Streptococcus genera whereas the yeast cultures include Kluyveromyces, Candida, Saccharomyces and Pichia (Plessas et al., 2016). The aim of this study was to screen kefir yeast isolates for potential application in Salmonella infection control. The study hypothesized that yeasts isolated from kefir and Saccharomyces boulardii may show Salmonella binding capability, as well as growth inhibition due to production of antimicrobial metabolites. Specifically, Salmonella enterica serovar Arizonae (S. Arizonae) and Salmonella enterica serovar Typhimurium (S. Typhimurium) adhesion onto Saccharomyces unisporus ATCC 10612 (S. unisporus) and Kluyveromyces lactis var. lactis ATCC 56498 (K. lactis) as well as growth inhibition due to antibacterial metabolites were analyzed in an in vitro experiments in comparison to Saccharomyces boulardii strains {Saccharomyces var boulardii MYA-796 (SB48) and Saccharomyces var boulardii MYA-797 (SB49)}.

Materials and methods

Materials

Microbiological cultures including kefir yeast isolates (S. unisporusd and K. lactis), S. boulardii strains (Victoria University culture collection). S. Arizonae ATCC 13314 and S. Typhimurium ATCC 14028 (In vitro Technologies, Melbourne, Australia). Microbiological media including yeast extract peptone dextrose agar (YEPDA), YEPD broth (YEPDB), nutrient agar, chloramphenicol drug (100 mg/L), and nutrient broth (Basingstoke, United Kingdom). Phosphate buffered saline (PBS), cycloheximide (0.1%), bile extract porcine (containing glycine & taurine conjugate of hyodeoxycholic acid), glycerol, citrate-phosphate buffer, 0.22 μm sterile filters (Sigma Aldrich, St. Louis, USA) and absolute ethanol (Rowe Scientific, Melbourne, Australia).

Preparation of Salmonella and yeast cultures

Salmonella and yeast cultures were prepared as described in a previous study (Tiago et al., 2012) with some modifications. Well-isolated S. Arizonae and S. Typhimurium colonies initially grown on nutrient agar and incubated at 37 °C for 24 h were inoculated into 10 mL nutrient broth and incubated at 37 °C for 24 h. One milliliter of each culture was serially diluted to approximately 103 CFU/mL. Another set of Salmonella cultures with approximately 109 CFU/mL (undiluted culture) was set aside. Well-isolated yeast colonies on YEPDA were picked and inoculated into 10 mL YEPDB and incubated at 25 °C for 24 h in a shaking incubator at 100 horizontal strokes/min (Innova 4230 New Brunswick Scientific, Edison, NJ, USA). The yeast cultures with approximately 108 CFU/mL were labelled accordingly. All microbial cultures were kept in a refrigerator at 4 °C prior to use when necessary.

Adhesion of Salmonella onto yeast cell wall

Salmonella adhesion onto yeast cell wall

Adhesion of Salmonella onto yeast cell wall was performed as previously described (Tiago et al., 2012) with some modifications. One milliliter of viable yeast culture broth (approximately 108 CFU/mL) was added to a 15 mL centrifuge tube containing 0.5 mL of Salmonella culture (approximately 109 CFU/mL). The bacteria-yeast mixture was vortexed for 30 s and incubated at 37 °C for 4 h. One hundred microliter was removed from the top and was serially diluted in 0.1% peptone water to 10−7. One milliliter of each dilution was added to a Petri dish and then 20 mL molten nutrient agar at 45 °C (supplemented with 0.1% cycloheximide to suppress yeasts growth) was added and mixed gently. Plates were incubated at 37 °C for 24 h. S. Arizonae and S. Typhimurium colonies were counted and expressed as log10 CFU/mL. For the controls, 1 mL sterile YEPDB (containing no yeast cells) was added to 0.5 mL of each Salmonella serovars and treated as above. To assess adhesion of Salmonella onto non-viable yeast cells, 10 mL of yeast cultures were heated at 100 °C for 5 min to obtain inactivated cells. Adhesion and sedimentation were performed as per the protocol for viable yeast cells described above. Slide agglutination was performed as described in the literature (Perez-Sotelo et al., 2005) by inoculating 0.02 mL viable and non-viable yeast suspension with 0.01 mL Salmonella on microscopic slides. The two cultures were mixed using sterile inoculating loop before gentle rocking the slide. Agglutination was observed under illumination (Perez-Sotelo et al., 2005). Salmonella (0.01 mL, 109 CFU/mL) and yeast (108 CFU/mL 0.02 mL) were added to a clean microscope slide and mixed using sterile inoculating loop. The smear was allowed to air dry before fixing with 0.1% glutaraldehyde, washed three times with 1X PBS and allowed to air dry again. Smear on slides were dehydrated using classical dehydration process (Kiekens et al., 2019, Piroeva et al., 2013) with modification. Briefly, slides were soaked stepwise in 50%, 75% and absolute ethanol consequentially for 30 min at room temperature before drying at 37 °C for 1 h. The slides were then glued onto scanning electron microscope stubs and gold-coated by sputtering for 5 min using a desk sputter coater DSR1 (Markham, Canada). The adhesion was qualitatively observed using a Teneo scanning electron microscope (Thermo Fisher Scientific, Hillsboro, USA). Adhesion of Salmonella onto both viable and heat-inactivated yeast cell wall was analyzed at magnification of 10,000×.

Salmonella growth in presence of inactivated yeast cells

Growth behaviour of Salmonella in presence of inactivated yeast cells was analyzed using turbidimetry assay. Six milliliters of yeast (109 CFU/mL) and 3 mL of Salmonella (109 CFU/mL) cultures were centrifuged (Eppendorf 5810 R, Hamburg, Germany) at 4000g for 15 min at 4 °C and washed twice with 1X PBS respectively. The yeast pellets were re-suspended in 6 mL of 1X PBS whereas the Salmonella pellets were re-suspended in 3 mL 1X PBS and 3 mL nutrient broth (as source of nutrients for growth). One milliliter of the yeast suspension (102 CFU/mL) and 0.5 mL of the Salmonella suspension (103 CFU/mL) were added to a 15 mL centrifuge tube and vortexed for 20 s to mix. Salmonella cultures in 1X PBS and nutrient broth were used as control. All the tubes containing cultures including controls were supplemented with 0.1% cycloheximide (4 mL/L) to inactivate yeasts. Prepared Salmonella-yeasts mixtures (0.2 mL) and controls were dispensed into flat-bottom 96 well microtiter plate (Biorad, California, USA). The optical densities were read at 0, 2, 4, 6, 12 and 24 h using microplate reader at 595 nm (Biorad, California, USA).

Factors affecting Salmonella adhesion onto yeast cell wall

The pH of yeast and Salmonella culture broths were adjusted separately to 2.0, 4.0, 5.0, 7.0, and 8.0 with either 1 M HCl or 1 M NaOH. Salmonella (20 µL, 109 CFU/mL) and yeast (10 µL, 108 CFU/mL) of same pH were added onto a clean microscope slide, mixed using a sterile inoculating loop, rocked gently and observed under illumination for agglutination as described in the literature (Perez-Sotelo et al., 2005). Both viable and non-viable yeasts were tested. Effect of bile salt on Salmonella adhesion onto yeast cell wall was performed as described in the literature (Tiago et al., 2012) with some modifications. Briefly, 6 mL each of yeast (108 CFU/mL) and Salmonella (109 CFU/mL) broths were centrifuged (Eppendorf 5810 R, Hamburg, Germany) separately at 4000g for 15 min at 4 °C and washed twice with 1X PBS. The pellets were each re-suspended in 6 mL 1X PBS containing 3 g/L bile (supplemented with 0.1 % cycloheximide 4 mL/L). For the control, S. Arizonae and S. Typhimurium prepared separately without yeast cells, were similarly treated as above. Qualitative and quantitative analysis were performed as described under adhesion and sedimentation assays. However, experimental conditions including time, temperature, initial culturing of yeast and Salmonella in bile-free media were maintained to reflect standardized simulated intestinal digestive system (Minekus et al., 2014).

Salmonella growth inhibition by yeast metabolites

Salmonella growth inhibition assay

Salmonella growth inhibition by yeast colonies was performed as described in the literature (Gut et al, 2019). Yeast colonies on YEPDA grown for 72 h at 25 °C were cut and placed onto Muller-Hinton agar (supplemented with 0.1% cycloheximide) initially inoculated with 104 CFU/mL of S. Arizonae and S. Typhimurium using spread plate technique. The Muller-Hinton agar plates were incubated at 37 °C for 24 h. Plates were checked for growth inhibition indicated by complete or partial clearing around the yeast slabs. Further experimentation to investigate Salmonella growth inhibition (Bajaj et al., 2013) was carried out with some modifications. Yeasts were grown in a killer toxin medium (KTM) composed of YEPDB plus glycerol (50 g/L), buffered at pH 5 using 50 mM citrate-phosphate buffer, and incubated at 25 °C under shaking (180 rpm) for 24–48 h. KTM has been reported to enhance production of killer toxin by yeast species (Bajaj et al., 2013). Sampling for KTM cell free supernatant (KTM-CFS) was performed at 24 and 48 h. The yeast fermented KTM was centrifuged (Eppendorf 5810 R, Hamburg, Germany) at 4000g for 30 min at 4 °C and filter sterilized using 0.22 μm membrane filter. KTM-CFS was analyzed for antibacterial potential using established turbidimetry assay (broth dilution) with some modifications (Balouiri et al., 2016). Briefly, 0.1 mL of 104 CFU/mL of Salmonella culture in fresh nutrient broth was dispensed into flat-bottom 96 well microtiter plate (Bio-Rad, California, USA) containing 0.1 mL of KTM-CFS. The optical density was read using microplate reader at 595 nm (Biorad, California, USA) at 0, 2, 4, 6, 12 and 24 h. Growth curves were constructed using a Microsoft Excel. To determine if the effect of KTM-CFS on Salmonella demonstrated by turbidimetry assay is bacteriostatic or bactericidal, 5 mL of the KTM-CFS was inoculated with 0.5 mL of Salmonella cultures (approximately 103 CFU/mL). Sampling was performed at < 1, 30, 60, 90, 120 and 240 min by plating 0.1 mL onto nutrient agar, incubated in 37 °C for 24 h before counting colonies. For control, unfermented KTM was inoculated with Salmonella and tested along with the samples.

Determination of alcohol content in KTM and its effect on Salmonella species

Alcohol content of KTM-CFS was analyzed quantitatively by gas chromatography as described in a previous study (Nikolaou et al., 2017) with some modifications. Gas chromatography (Shimazdzu, Kyoto, Japan) with SGE BP20 GC capillary column (12.0 m length, 0.22 mm inner diameter, 0.25 μm film thickness, Fisher Scientific, Hampton, USA) and flame ionization detector at 200 °C was used. Samples were filter sterilized through a 0.22 μm membrane filter (Sigma Aldrich, St. Louis, USA) and 5 μL was injected into the column. The oven temperature was set as 35 °C for 5  min, then increased to 200 °C at a rate of 10 °C/min. The injector temperature was maintained at 200 °C, with a split ratio of 50:1 and flow rate of 1.1/min. Analysis of the results were performed using a Lab Solution software (Shimazdzu, Kyoto, Japan). Alcohol concentration was calculated using 6 point standards (0, 125, 250, 500, 750 and 1000 mM/L; standard curve (R2 > 0.99) created with absolute ethanol. To determine if the concentration of ethanol in yeast fermented KTM is responsible for Salmonella growth inhibition demonstrated by the turbidimetry assay, ethanol control (1, 1.5 and 2% in sterile distilled water) effect on Salmonella was investigated. Five milliliters of each control concentration was inoculated with 0.5 mL of Salmonella cultures (approximately 103 CFU/mL). Sampling time, plating, incubation and colony counting were performed as described under 2.4.1. To determine if the growth inhibition was due to other volatile metabolites other than ethanol, KTM-CFS was heated in loosely capped centrifuge tubes at 60 °C for 10 min in a shaking incubator at 120 horizontal strokes per min. Five milliliters of the heat treated KTM-CFS was inoculated with 0.5 mL of Salmonella cultures (approximately 103 CFU/mL) prepared above. Sampling time, plating, incubation and colony counting were performed as described under 2.4.1.

Shotgun proteomics

Yeast-fermented KTM and unfermented KTM (control) samples were analyzed for proteins and peptides identification using shotgun proteomics. Samples were diluted to between 1 and 5 mg/mL total protein concentration, and approximately 10 µg/L total protein of each was buffer exchanged into 50 mM ammonium bicarbonate and the protein was reduced in 2.5 mM DTT at 95 °C for 5 min followed by alkylation with 10 mM chloroacetamide for 30 min at ambient temperature. Trypsin was then added at the rate of 0.5 µg per 10 µg of protein and incubated at 37 °C overnight. All enzyme digests were analyzed by LC-MS/MS using the QExactive Plus mass spectrometer (Thermo Scientific, Bremen, Germany) coupled online with a RSLC nano HPLC (Ultimate 3000, Thermo Scientific, Bremen, Germany). Two hundred nanograms of sample was injected and concentrated on a 100 µm, 2 cm nanoviper pepmap100 trap column with 97.5% buffer A (0.1% Trifluoroacetic acid) at a flow rate of 15 min−1. The peptides were then eluted and separated with a Thermo RSLC pepmap100, 75 µm × 50 cm, 100 Ǻ pore size, reversed phase nano column with a 30 min gradient of 92.5% buffer A (0.1% formic acid) to 42.5% B (80% acetonitrile 0.1% formic acid), at a flow rate of 250 nL min−1. The eluent was nebulised and ionised using the Thermo nano electrospray source with a distal coated fused silica emitter (New Objective, Woburn, MA, USA) with a capillary voltage of 1900 V. Peptides were selected for MS/MS analysis in full MS/dd-MS2 (TopN) mode with the following parameter settings: TopN 10, resolution 70000, MS/MS AGC target 5e5, 118 ms Max IT, NCE 27, 1.8 m/z isolation window, dynamic exclusion was set to 10 s. Results were analyzed using MaxQuant to obtain protein identifications and their respective label-free quantification values using in-house standard parameters. Data were normalized based on the assumption that the majority of proteins do not change between the different conditions. Protein identification numbers were also used to verify protein names using Uniprot database.

Statistical analysis

Experiments were performed in triplicates and subsampled. Results were expressed as the mean ± standard deviation (SD). Means differences were statistically analyzed using Student’s t-test. Mean differences were considered significant at p < 0.05. Statistical analysis was performed using SPSS version 26 Statistical software (IBM, New York, USA). Growth curves were constructed using Microsoft Excel 2016 (Microsoft, Washington, United States). The means for all the experiment followed a normal distribution. For shotgun proteomics, statistical analysis was performed using Perseus. The LFQ data was converted to log2 scale, samples were grouped by conditions and missing values were imputed based on normal distributions after all proteins were eliminated that had 2 or less valid values. Protein fold-changes were calculated and their significance was determined using a two-sided T-test with error-corrected P- values.

Results

Adhesion of Salmonella onto yeast cells

Adherence of S. Arizonae and S. Typhimurium onto viable and non-viable yeast cells was qualitatively and quantitatively analyzed (Table 1). Colony count of the two Salmonella serovars after sedimentation with K. lactis, S. unisporus and S. boulardii strains were lower (p < 0.05) compared to the controls for both viable and non-viable yeast cells. Agglutination on the slides which is an indication of aggregation (between Salmonella and yeast cells) was also observed in all cases (Table 1). Fig. 1A, Fig. 1B, Fig. 1C, Fig. 1D show clear adherence of Salmonella onto viable yeast strains observed using a scanning electron microscope. Observed adhesions of Salmonella onto non-viable kefir yeast isolates and S. boulardii strain (data not shown) appeared similar to that onto viable yeasts. Scanning electron microscope results provide clear visual evidence that Salmonella count reduced after treatment with yeast, likely caused by attachment to yeast cells and subsequent settling at the bottom of the tubes.
Table 1

Adhesion of Salmonella onto yeast cell wall: quantitative and qualitative analysis results.

Yeast strains/controlS. Arizonae Count (log10 CFU/ mL)S. Typhimurium Count (log10 CFU/ mL)
Live yeastControl (YEPD)9.14 ± 0.05b9.20 ± 0.05b
SB488.69 ± 0.40 ++a8.66 ± 0.14 +++a
SB498.63 ± 0.35++a8.82 ± 0.18 +++a
KL8.88 ± 0.10 ++a8.81 ± 0.11 +++a
SU8.97 ± 0.07 ++a8.84 ± 0.20 +++a



Heat-killed yeastControl (YEPD)8.92 ± 0.04b8.93 ± 0.06b
SB488.67 ± 0.05 ++ a8.32 ± 0.17 ++ a
SB498.68 ± 0.07++ a8.28 ± 0.19 ++ a
KL8.68 ± 0.08++ a8.69 ± 0.11 ++ a
SU8.69 ± 0.09 ++ a8.67 ± 0.09 ++ a



BileControl (bilee)9.04 ± 0.05b8.96 ± 0.07b
SB488.74 ± 0.10 ++a8.68 ± 0.09 ++a
SB498.72 ± 0.13 ++a8.86 ± 0.03 ++a
KL7.72 ± 0.07 ++a8.88 ± 0.02++a
SU8.78 ± 0.06 ++a8.67 ± 0.13 ++a



pH 2.0, 4.0, 5.0 and 7.0, and 8.0 (live yeast)SB48+++++
SB49+++++
KL+++++
SU+++++

The experiments was performed twice and in triplicate and the values are reported as the mean plus standard deviation; + = very weak agglutination seen after 5 s of gentle rocking of slide; ++ medium level agglutination seen after 5 s of gentle rocking of slide; +++ = very strong instant agglutination seen after rocking of slide. Means with different superscript are significantly different (p < 0.05

Fig. 1A

Adhesion of Salmonella servers onto SB48 cell walls observed using scanning electron microscope. SA = S. Arizonae; ST = S. Typhimurium.

Fig. 1B

Adhesion of Salmonella servers onto SB49 cell walls observed using scanning electron microscope. SA = S. Arizonae; ST = S. Typhimurium.

Fig. 1C

Adhesion of Salmonella servers onto KL cell walls observed using scanning electron microscope. SA = S. Arizonae; ST = S. Typhimurium, KL = K. lactis.

Fig. 1D

Adhesion of Salmonella servers onto SU cell walls observed using scanning electron microscope. SA = S. Arizonae; ST = S. Typhimurium, SU = S. unisporus.

Adhesion of Salmonella onto yeast cell wall: quantitative and qualitative analysis results. The experiments was performed twice and in triplicate and the values are reported as the mean plus standard deviation; + = very weak agglutination seen after 5 s of gentle rocking of slide; ++ medium level agglutination seen after 5 s of gentle rocking of slide; +++ = very strong instant agglutination seen after rocking of slide. Means with different superscript are significantly different (p < 0.05 Adhesion of Salmonella servers onto SB48 cell walls observed using scanning electron microscope. SA = S. Arizonae; ST = S. Typhimurium. Adhesion of Salmonella servers onto SB49 cell walls observed using scanning electron microscope. SA = S. Arizonae; ST = S. Typhimurium. Adhesion of Salmonella servers onto KL cell walls observed using scanning electron microscope. SA = S. Arizonae; ST = S. Typhimurium, KL = K. lactis. Adhesion of Salmonella servers onto SU cell walls observed using scanning electron microscope. SA = S. Arizonae; ST = S. Typhimurium, SU = S. unisporus. The growth behavior of Salmonella in presence of inactivated yeast cells was determined at different time points using optical density (Fig. 2). Growth rate of S. Arizonae was lower in all yeast cells compared to the control (p < 0.05) until 12th h (Fig. 2). On the other hand, S. Typhimurium had its growth significantly suppressed by all yeasts compared to the control (P < 0.05) until the experiment was stopped at 24 h (Fig. 2).
Fig. 2

Salmonella real time growth analysis in presence of cyloheximide inactivated yeast cells. A, S. Arizonae; B, S. Typhimurium.

Salmonella real time growth analysis in presence of cyloheximide inactivated yeast cells. A, S. Arizonae; B, S. Typhimurium.

Factors affecting Salmonella adhesion onto yeast cell walls

The effect of pH on adhesion was investigated qualitatively at pH 2, 4, 5, 7 and 8 (Table 1). The gastrointestinal tract (GIT) pH ranged from 3 to 7, with the stomach being more acidic (Minekus et al., 2014). There was no difference in observable agglutination with all the pH levels, which indicated that pH did not interfere with adhesion. Bile salt (0.3%) had no effect on adhesion of Salmonella onto K. lactis, S. unisporus, and S. boulardii strains (Table 1). Slide agglutination in presence of bile did not interfere with adhesion of Salmonella onto yeast cell walls with exception of K. lactis, which showed weak clumping on slide agglutination.

Salmonella growth inhibition by yeast antimicrobial metabolites

Salmonella growth inhibition by yeasts metabolites

Potential presence of anti-Salmonella molecules produced by yeast was investigated using slab on the lawn assay, and growth inhibition was not observed (data not shown). The effect of potentially antimicrobial metabolites in KTM-CFS was assessed (Fig. 3, Fig. 4) using a turbidimetry assay. Salmonella growth was suppressed by S. unisporus KTM-CFS in the first 5 h, but started to grow rapidly thereafter, compared to the control. However, K. lactis exhibited growth rate suppression of S. Typhimurium at all-time points analyzed. Forty-eight hour fermentation of KTM with K. lactis showed stronger growth inhibition of Salmonella compared to 24 h (Fig. 3, Fig. 4). S. boulardii strains showed significant growth rate reduction of Salmonella compared to kefir yeast isolates (Fig. 3, Fig. 4). Fig. 5 showed that Salmonella count remained constant without significant decrease or increase in yeast-fermented KTM, which indicated growth inhibition effect.
Fig. 3

S. Arizonae growth inhibition by yeast fermented KTM using optical turbidimetry assay. A, KTM fermented for 24 h; B, KTM fermented for 48 h.

Fig. 4

S. Typhimurium growth inhibition by yeast fermented KTM using optical turbidimetry assay. A, KTM fermented for 24 h; B, KTM fermented for 48 h.

Fig. 5

Determination of bacteriostatic and bactericidal effect of KTM on Salmonella using colony forming unit counting essay. A; S. Arizonae; B S. Typhimurium.

S. Arizonae growth inhibition by yeast fermented KTM using optical turbidimetry assay. A, KTM fermented for 24 h; B, KTM fermented for 48 h. S. Typhimurium growth inhibition by yeast fermented KTM using optical turbidimetry assay. A, KTM fermented for 24 h; B, KTM fermented for 48 h. Determination of bacteriostatic and bactericidal effect of KTM on Salmonella using colony forming unit counting essay. A; S. Arizonae; B S. Typhimurium.

Assessment of alcohol content in KTM

To confirm the presence of alcohol in KTM-CFS, GC analysis was performed with data shown in Table 2. Fermentation of KTM with S. boulardii showed significantly higher concentration of alcohol after 24 h compared to that at 48 h. The concentration of alcohol produced by kefir yeast isolates in KTM-CFS from 48 h fermentation was also lower than that at 24 h (Table 2). Experimentation to determine if alcohol in yeasts-fermented KTM is responsible for growth inhibition above showed no effect on Salmonella, possibly due to low concentration (data not shown). Heat treatment of the fermented KTM-CFS to remove potential volatile antimicrobial compounds did not have effect on Salmonella growth for K. lactis, and S. boulardii strains. However, S. unisporus fermented KTM-CFS growth enhancing effect on S. arizonae was lost (Fig. 6).
Table 2

Analysis of alcohol content in fermented KTM using GC.

Yeast strainAlcohol concentration (% V/V)
24 h KTM fermentation48 h KTM fermentation
SB481.55 ± 0.16a0.64 ± 0.01a
SB491.42 ± 0.01a0.43 ± 0.04a
KL1.30 ± 0.06a1.21 ± 0.17a
SU1.46 ± 0.01a1.32 ± 0.07a
KTM blank0.08 ± 0.05b0.08 ± 0.05b

Means with different superscript are significantly different (p < 0.05)

Fig. 6

Determination of bacteriostatic and bactericidal effect of heat treated KTM on Salmonella using colony forming unit counting essay. A; S. Arizonae; B S. Typhimurium.

Analysis of alcohol content in fermented KTM using GC. Means with different superscript are significantly different (p < 0.05) Determination of bacteriostatic and bactericidal effect of heat treated KTM on Salmonella using colony forming unit counting essay. A; S. Arizonae; B S. Typhimurium.

Assessment of antimicrobial proteins in KTM

Production of proteins with potential antimicrobial properties in yeasts–fermented KTM was assessed using shotgun proteomics. Proteins shown in Table 3 were produced in substantial quantities in yeasts-fermented KTM, but present in trace amount or absent in KTM blank.
Table 3

Shotgun proteomic analysis of yeast fermented KTM.

SB48SB49KLSU
40S ribosomal protein S14-A40S ribosomal protein S14-B40S ribosomal protein S2960 kDa chaperonin60S ribosomal protein L1360S ribosomal protein L20-B60S ribosomal protein L20-A60S ribosomal protein L2860S ribosomal protein L3460S ribosomal protein L35a, 60S ribosomal protein L35a60S ribosomal protein L3660S ribosomal protein L37a60S ribosomal protein L8Actin, cytoplasmic 1Acyl-CoA-binding proteinAdenosylhomocysteinaseAlcohol dehydrogenase 2Alcohol dehydrogenase 1ATP synthase subunit alpha mitochondrialATP-dependent molecular chaperone HSC82ATP-dependent molecular chaperone HSP82Broad substrate specificity ATP-binding cassette transporter ABCGATP-binding cassette sub-family G member 2Butyrophilin subfamily 1 member A1CalmodulinCathelicidin-2*cathelicidin-4*cathelicidin-6*cathelicidin-7*CD59 glycoproteinCD9 antigenCystatin E/MCysteine-rich secretory protein 2Elongation factor 2Endoplasmic reticulum chaperone BiPEnolase 1Enolase 2Enoyl-CoA hydratase, mitochondrialEukaryotic initiation factor 4A-I Eukaryotic initiation factor 4A-IIEukaryotic translation initiation factor 2 subunit gammaFatty acid-binding proteinheartFGG proteinFibrinogen gamma-B chainFolate receptor alphaFructose-bisphosphate aldolaseGlucan 1,3-beta-glucosidase I/IIGlyceraldehyde-3-phosphate dehydrogenase 2Glyceraldehyde-3-phosphate dehydrogenase 3Glycoprotein 2Heat shock protein SSB2;Heat shock protein SSB1Heterogeneous nuclear ribonucleoproteins A2/B1HistatherinIg-like domain-containing proteinImmunoglobulin J chainInositol polyphosphate-5-phosphatase EKeratin 24Lactadherin*Lactoperoxidase*Lactotransferrin*Lipoprotein lipaseMonocyte differentiation antigen CD14Mucin-1*NPC intracellular cholesterol transporter 2Nucleobindin 2Nucleobindin-1Parathyroid hormone-related proteinPeptidyl-prolyl cis-trans isomerasePeptidyl-prolyl cis-trans isomerase APerilipin-2Platelet glycoprotein 4Polymeric immunoglobulin receptor, Prostaglandin-H2 D-isomeraseProtein BMH1Protein BMH2Ribosomal protein L21e60S ribosomal protein L21Secretoglobin family 1D memberSelenoprotein MSerum amyloid A protein*SET nuclear oncogenesnRNA-associated Sm-like protein LSm4Sodium-dependent phosphate transport protein 2BSolute carrier family 38 member 10Sulfhydryl oxidaseTGOLN2 proteinTranslationally-controlled tumor protein homologTransthyretinTriosephosphate isomeraseUbiquitin-40S ribosomal protein S27aUbiquitin-60S ribosomal protein L40Polyubiquitin-B, Polyubiquitin-CUbiquitin-like protein SMT3Uncharacterized proteinUncharacterized proteinUncharacterized proteinVacuolar protein sorting-associated protein 53 homologWAP four-disulfide core domain 2Xanthine dehydrogenase/oxidase*Zinc-alpha-2-glycoprotein40S ribosomal protein S14-A40S ribosomal protein S14-B60S ribosomal protein L20-B60S ribosomal protein L20-A60S ribosomal protein L36Actin cytoplasmic 1AdenosylhomocysteinaseAlcohol dehydrogenase 2Alcohol dehydrogenase 1ATP-dependent molecular chaperone HSC82;ATP-dependent molecular chaperone HSP82Cathelicidin-2*Cathelicidin-6*Cathelicidin-7*Cysteine-rich secretory protein 2Elongation factor 2Enolase 1Enolase 2Fructose-bisphosphate aldolaseGlucan 1,3-beta-glucosidase I/IIGlyceraldehyde-3-phosphate dehydrogenase 2 Glyceraldehyde-3-phosphate dehydrogenase 3Heat shock protein SSB2Heat shock protein SSB1HistatherinImmunoglobulin J chainInositol polyphosphate-5-phosphatase EKeratin 24NPC intracellular cholesterol transporter 2Nucleobindin 2Peptidyl-prolyl cis-trans isomerasePyruvate kinase 1Secretoglobin family 1D memberSelenoprotein MTranslationally-controlled tumor protein homologTransthyretinTriosephosphate isomeraseUbiquitin-like protein SMT3Uncharacterized proteinUncharacterized proteinVacuolar protein sorting-associated protein 53 homologFructose-bisphosphate aldolaseLactadherin*40S ribosomal protein S14-A40S ribosomal protein S14-B40S ribosomal protein S2440S ribosomal protein S2960 kDa chaperonin60S ribosomal protein L1360S ribosomal protein L1460S ribosomal protein L20-B60S ribosomal protein L20-A60S ribosomal protein L2160S ribosomal protein L2860S ribosomal protein L3460S ribosomal protein L34-A60S ribosomal protein L34-B60S ribosomal protein L35a60S ribosomal protein L3660S ribosomal protein L37a60S ribosomal protein L8Actin, cytoplasmic 1Acyl-CoA-binding proteinAdenosylhomocysteinaseAlcohol dehydrogenase 2Alcohol dehydrogenase 1ATP synthase subunit alpha mitochondrialATP synthase subunit beta mitochondrialATP-dependent molecular chaperone HSC82; ATP-dependent molecular chaperone HSP82Beta-1,4-galactosyltransferase 1Beta-2-microglobulinBroad substrate specificity ATP-binding cassette transporter ABCG2Butyrophilin subfamily 1 member A1CalmodulinCathelicidin-1*Cathelicidin-2*Cathelicidin-4*Cathelicidin-6*Cathelicidin-7*CD59 glycoproteinCD9 antigenCellular repressor of E1A stimulated genes 1Collagen alpha-2(I) chainCystatin domainCystatin E/MCystatin-CCysteine-rich secretory protein 2Elongation factor 2Endoplasmic reticulum chaperone BiPEnolase 1Enolase 2Enoyl-CoA hydratase, mitochondrialEukaryotic initiation factor 4A-I Eukaryotic initiation factor 4A-IIEukaryotic translation initiation factor 2 subunit gammaFatty acid-binding proteinheartFGG proteinFibroblast growth factor-binding protein 1Folate receptor alphaGlucan 1,3-beta-glucosidase I/IIGlyceraldehyde-3-phosphate dehydrogenaseGlyceraldehyde-3-phosphate dehydrogenase 2Glyceraldehyde-3-phosphate dehydrogenase 3Glycoprotein 2Glycosylation-dependent cell adhesion molecule 1Granulin precursorHeat shock 70 kDa protein 1AHeat shock protein SSB2Heat shock protein SSB1Helix-destabilizing proteinHeterogeneous nuclear ribonucleoprotein KHeterogeneous nuclear ribonucleoproteins A2/B1HHIP like 2HistatherinIg-like domain-containing proteinImmunoglobulin J chainInorganic pyrophosphataseInositol polyphosphate-5-phosphatase EKeratin 24Lactoperoxidase*Lactotransferrin*Lipoprotein lipaseMonocyte differentiation antigen CD14Mucin-1*Myosin heavy chain 9NPC intracellular cholesterol transporter 2Nucleobindin 2Parathyroid hormone-related proteinPeptidyl-prolyl cis-trans isomerasePeptidyl-prolyl cis-trans isomerase APerilipin-2Platelet glycoprotein 4Polymeric immunoglobulin receptorProstaglandin-H2 D-isomerasePyruvate kinase 1Ribonuclease pancreaticRibosomal protein L37Secretoglobin family 1D memberSelenoprotein MSET nuclear oncogeneSodium-dependent phosphate transport protein 2BSolute carrier family 38 member 10Sulfhydryl oxidaseTGOLN2 proteinTranslationally-controlled tumor protein homologTransthyretinTriosephosphate isomeraseU6 snRNA-associated Sm-like protein LSm4Ubiquitin thioesteraseUbiquitin-60S ribosomal protein L40, Polyubiquitin-C, Polyubiquitin-BUbiquitin-60S ribosomal protein L40 Ubiquitin-40S ribosomal protein S31PolyubiquitinUbiquitinUbiquitin-like protein SMT3Uncharacterized proteinUncharacterized proteinUncharacterized proteinUncharacterized proteinVacuolar protein sorting-associated protein 53 homologWAP four-disulfide core domain 2Xanthine dehydrogenase/oxidase*Zinc-alpha-2-glycoprotein60 kDa chaperonin60S ribosomal protein L20-B60S ribosomal protein L20-A60S ribosomal protein L2160S ribosomal protein L2860S ribosomal protein L3460S ribosomal protein L3660S ribosomal protein L8Actin, cytoplasmic 1Alcohol dehydrogenase 2Alcohol dehydrogenase 1ATP-dependent molecular chaperone HSC82; ATP-dependent molecular chaperone HSP82Broad substrate specificity ATP-binding cassette transporter ABCG2 ATP-binding cassette sub-family G member 2CalmodulinCathelicidin-2*Cathelicidin-6*Cathelicidin-7*CD59 glycoproteinCystatin E/MCystatin-CCysteine-rich secretory protein 2Endoplasmic reticulum chaperone BiPEnolase 1Enolase 2Eukaryotic initiation factor 4A-IFatty acid-binding protein, heartFolate receptor alpha, Folate receptor 2Fructose-bisphosphate aldolaseGlucan 1,3-beta-glucosidase I/IIGlycoprotein 2Heat shock protein SSB2Heat shock protein SSB1Heterogeneous nuclear ribonucleoproteins A2/B1HistatherinImmunoglobulin J chainInositol polyphosphate-5-phosphatase EKeratin 24LactadherinLactoperoxidaseLipoprotein lipaseMonocyte differentiation antigen CD14Mucin-1*NPC intracellular cholesterol transporter 2Nucleobindin 1Nucleobindin 2Parathyroid hormone-related proteinPeptidyl-prolyl cis-trans isomerase APolymeric immunoglobulin receptorProstaglandin-H2 D-isomerasePyruvate kinase 1Secretoglobin family 1D memberSelenoprotein MSET nuclear oncogeneSolute carrier family 38 member 10TGOLN2 proteinTranslationally-controlled tumor protein homologTransthyretinU6 snRNA-associated Sm-like protein LSm4Ubiquitin-40S ribosomal protein S27a Ubiquitin-60S ribosomal protein L40 Polyubiquitin-BPolyubiquitin-CUbiquitin-like protein SMT3Uncharacterized proteinUncharacterized proteinUncharacterized proteinVacuolar protein sorting-associated protein 53 homologWAP four-disulfide core domain 2Xanthine dehydrogenase/oxidase

Key: * = protein with known antimicrobial properties.

Shotgun proteomic analysis of yeast fermented KTM. Key: * = protein with known antimicrobial properties.

Discussion

Adhesion is defined as a process whereby cells attach to surfaces of each other with the aid of adhesins (Brückner & Mösch, 2012). The adherence of Salmonella and other enteric bacterial pathogens onto yeast cell wall is postulated to be due to specific binding of type 1 fimbriae on bacteria cell with mannan oligosaccharides on yeast cell wall (Gut et al., 2018). Moreover, non-specific adhesion mechanisms including electrostatic and hydrophobic attachment between bacteria and yeasts have been reported (Adegbola and Old, 1985, Pérez-Sotelo et al., 2005, Tiago et al., 2012). Adhesion of the two Salmonella serovars onto kefir yeast isolates and S. boulardii strains (Table 1, Fig. 1A-D) are consistent with a previous study in which Gram negative enteric bacteria (Escherichia coli and Enterobacter aerogenes) were bound to kefir yeast isolates and S. boulardii strains (Gut et al., 2019). Furthermore, similar results showed that enteropathogenic bacteria including S. Typhimurium (ATCC 14028) adhered onto viable and non-viable yeast cells (França et al., 2015, Martins et al., 2010, Posadas et al., 2017). The growth trend of Salmonella in the presence of inactivated yeasts (Fig. 2) was likely due to Salmonella binding to yeast cells and subsequent sedimentation. Bacteria cells in tight auto-aggregation have been reported to show no cell division (Hassani et al., 2009). This therefore resulted in reduced Salmonella population, as was indicated in a less turbid medium compared to the control. Both kefir yeast isolates and S. boulardii strains were found to survive well in simulated GIT conditions (Gut et al., 2019). Yeasts survival and proliferation may lead to higher numbers in GIT due to potential growth, increasing the capacity to bind Salmonella and subsequent shedding in feces. Furthermore, the advantage of yeasts is the fact that they are not affected by drugs targeting infectious bacteria such as Salmonella, making them suitable candidates for complementary therapy with antibiotics. For example chloramphenicol is an antibiotic typically used in Salmonella treatment (Gut et al., 2018) and works against bacteria by binding to ribosomes and blocking protein synthesis but does not affect yeasts (Das and Patra, 2017, Gut et al., 2019). The current study also established that non-viable yeast cells were as effective in Salmonella attachment as live yeast cells. This may have critical therapeutic or prophylactic application advantage as viable yeast cells have been associated with at least 100 fungemia cases (Gut et al., 2018). For example, the use of viable yeast cells in immunocompromised people or those with gastrointestinal disease has been reported to pose serious threat of fungemia (Kelesidis & Pothoulakis, 2012). Use of non-viable kefir yeast either prophylactically or as a complementary therapy for Salmonella infection may be a better choice for people with GIT diseases or compromised immunity. Effect of pH on adhesion of Salmonella onto yeast cell walls (Table 1) was in line with a previous research (Tiago et al., 2012), which reported that pH between 4 and 8 had no effect on bacteria attachment onto yeast cell wall. Adhesion of Salmonella onto yeast cell wall at GIT pH is important because it is where invasion of pathogen and gastroenteritis occur. Therefore, if Salmonella could attach to yeast cells in the GIT under acidic condition, invasion may be prevented. Furthermore, bile salt has high surface activity (Attili et al., 1986) and reduces surface hydrophobicity (Tiago et al., 2012), therefore may prevent adhesion. However, 0.3% bile salt did not prevent adhesion in this study (Table 1) which correlated with previous reports (Gomez Zavaglia et al., 2002, Guglielmetti et al., 2009, Tiago et al., 2012). Adherence in presence of bile is important since it will not interfere with potential prophylactic or therapeutic application in GIT. Growth inhibitory properties of yeast against bacteria have been previously proposed to include production of ethanol and other antibacterial metabolites such as killer toxins (Bajaj et al., 2013, Muccilli and Restuccia, 2015). Many mechanisms of probiotics including yeasts against susceptible microbial cells have been proposed and involve destabilization of the cell membrane, cell lysis, degradation of nucleic acid, inhibition of protein synthesis and binding onto yeasts (Gut et al., 2021). Lack of Salmonella growth inhibition by yeast colonies correlated with a previous study on S. boulardii effect on enteric bacterial growth (Rajkowska et al., 2012). However, a study reported that killer toxin produced by bakery Saccharomyces showed growth inhibition of Escherichia coli and S. Typhimurium as a result of cell membrane destruction (Alsoufi & Aziz, 2017). Therefore further experimentation involving use of KTM was required. Stronger growth inhibition exhibited by KTM fermented with K. lactis for 48 h (Fig. 3, Fig. 4) may be due to accumulation of antibacterial metabolites produced by K. lactis when fermentation time was prolonged, consistent with a previous report in which K. lactis and Kluyveromyces marxinus showed antagonistic effect on Salmonella Paratyphi B, S. Typhimurium ATCC 14028 and Salmonella Enteriditis when fermentation time was extended by downregulating chromosomal sopD gene (Ceugniez et al., 2017). Salmonella growth promotion by S. unisporus KTM-CFS observed in this study after the initial 5 h (Fig. 3, Fig. 4) was likely due to the loss of potential antibacterial molecules coupled with possible presence of growth factors such as amino acids and vitamins released by yeasts (Bechtner et al., 2019, Gut et al., 2021, Stadie et al., 2013). This growth promoting effect of S. unisporus on S. Arizonae was lost likely due to heat inactivation or evaporation of some volatiles (Fig. 6). However, Salmonella population generally remained stable in the presence of yeast-fermented KTM due to its bacteriostatic effect compared to the control which showed significant increase (Fig. 5). Studies have confirmed production of alcohol by Kluyveromyces and Saccharomyces species commonly isolated from kefir (Ho et al., 2012, Magalhães et al., 2010). Concentration of alcohol produced by kefir yeast isolates in Table 2, was consistent with reported alcohol concentrations in the literature (Magalhães et al., 2010, Nuñez, 2016). Furthermore, production of alcohol in KTM fermented with S. boulardii is consistent with a previous study in which this yeast strain was used in a beer production (Mulero-Cerezo et al, 2019). The differences in concentration between 24 and 48 h fermentation could be due to the attainment of stationary growth phase resulting in constant metabolic activities at 24 h (Mulero-Cerezo et al., 2019), and the likelihood of loss due to evaporation during fermentation. Lack of bacteriostatic effect by 2% ethanol control showed that ethanol in the KTM may not be responsible for bacteriostatic effect observed, an indication of presence of other potential antimicrobial metabolites. Suppression of Salmonella growth by KTM fermented with SB48, SB49, K. lactis and S. unisporus after evaporation suggested presence of non-volatile molecules, possibly antimicrobial proteins which showed anti-salmonella activities. Antimicrobial proteins produced by yeasts (Saccharomyces and Kluyveromyces species) have been documented to be effective against bacteria (Branco et al., 2017, Rima et al., 2012, Al-Sahlany et al., 2020, Hasan et al., 2019, Liu et al., 2018). The shotgun proteomics analysis of KTM-CFS confirmed the presence of such proteins which have been shown to have antimicrobial properties. Previous studies have reported antimicrobial activity of cathelicidin (Xia et al., 2015), xanthine dehydrogenase (Okamura et al., 2018), lactotransferrin and mucin-1 (Gut et al., 2018), lactadherin (Sabha et al., 2018), lactoperoxidase (Bafort et al., 2014) and serum amyloid A protein (Kagan et al., 2012). The mechanisms of these proteins against susceptible bacteria have been reported to involve DNA, RNA, ATP synthesis, or protein synthesis inhibition, as well as disruption in membrane and ionic potential of the cell membrane (Biadała et al., 2020). The proteins marked with asterisk in Table 3 may have inhibited Salmonella growth in the current study however, further studies are needed.

Conclusion

Kefir yeast isolates obtained from traditional kefir grains showed comparable anti-salmonella effect to that of S. boulardii with respect to adhesion as well as growth inhibition due to antimicrobial metabolites production. Shot-gun proteomics analysis showed presence of cathelicidin, xanthine dehydrogenase, mucin-1, lactadherin, lactoperoxidase, serum amyloid A protein and lactotransferrin in yeast fermented killer toxin medium which have anti-bacterial properties. These proteins in KTM may be responsible for bacteriostatic effect observed in this study. K. lactis and S. unisporus have potential to be used prophylactically and therapeutically in control of Salmonella infection. However, further studies involving cell lines, animals as well as human trials are needed to prove these kefir isolates efficacy in prevention and treatment of Salmonella infection.

Credit authorship contribution statement

Abraham Majak Gut: Writing – original draft, Writing – review & editing. Todor Vasiljevic: Supervision, Writing – review & editing. Thomas Yeager: Supervision, Writing – review & editing. Osaana N. Donkor: Supervision, Writing – review & editing.

Declaration of competing interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
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