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Article

Genomic and Phylogenetic Analysis of Lactiplantibacillus plantarum L125, and Evaluation of Its Anti-Proliferative and Cytotoxic Activity in Cancer Cells

by
Konstantinos Tegopoulos
1,†,
Odysseas Sotirios Stergiou
1,†,
Despoina Eugenia Kiousi
1,†,
Margaritis Tsifintaris
1,
Ellie Koletsou
1,
Aristotelis C. Papageorgiou
1,
Anthoula A. Argyri
2,
Nikos Chorianopoulos
2,
Alex Galanis
1,* and
Petros Kolovos
1,*
1
Department of Molecular Biology and Genetics, Faculty of Health Sciences, Democritus University of Thrace, 68100 Alexandroupolis, Greece
2
Institute of Technology of Agricultural Products, Hellenic Agricultural Organization DIMITRA, Sofokli Venizelou 1, Lycovrissi, 14123 Attiki, Greece
*
Authors to whom correspondence should be addressed.
†
These authors contributed equally to this work.
Biomedicines 2021, 9(11), 1718; https://doi.org/10.3390/biomedicines9111718
Submission received: 24 October 2021 / Revised: 8 November 2021 / Accepted: 16 November 2021 / Published: 19 November 2021
(This article belongs to the Special Issue Microbial Ecology in Health and Disease 2.0)
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Abstract

:
Lactiplantibacillus plantarum is a diverse species that includes nomadic strains isolated from a variety of environmental niches. Several L. plantarum strains are being incorporated in fermented foodstuffs as starter cultures, while some of them have also been characterized as probiotics. In this study, we present the draft genome sequence of L. plantarum L125, a potential probiotic strain presenting biotechnological interest, originally isolated from a traditional fermented meat product. Phylogenetic and comparative genomic analysis with other potential probiotic L. plantarum strains were performed to determine its evolutionary relationships. Furthermore, we located genes involved in the probiotic phenotype by whole genome annotation. Indeed, genes coding for proteins mediating host–microbe interactions and bile salt, heat and cold stress tolerance were identified. Concerning the potential health-promoting attributes of the novel strain, we determined that L. plantarum L125 carries an incomplete plantaricin gene cluster, in agreement with previous in vitro findings, where no bacteriocin-like activity was detected. Moreover, we showed that cell-free culture supernatant (CFCS) of L. plantarum L125 exerts anti-proliferative, anti-clonogenic and anti-migration activity against the human colon adenocarcinoma cell line, HT-29. Conclusively, L. plantarum L125 presents desirable probiotic traits. Future studies will elucidate further its biological and health-related properties.

1. Introduction

Lactiplantibacillus plantarum is one of the 26 phylogenetic groups of the Lactobacillaceae family that consists of facultative anaerobic, Gram-positive, non-motile and non-spore-forming rods that can occur single, in pairs or short chains, presenting high genomic diversity [1]. The L. plantarum group forms a monophyletic clade with other heterofermentative Lactobacillus and Pediococcus strains and also shares major metabolic attributes with homofermentative lactobacilli [2]. Two subspecies of this species have been identified so far: L. plantarum subsp. plantarum and L. plantarum subsp. argentoratensis [2]. L. plantarum strains generally present a nomadic lifestyle, as they can be found free living in nutrient-rich environments, such as vegetables or in association with vertebrate or invertebrate hosts [3].
In association with the host, L. plantarum strains have been found to attach to and transiently colonize the gut. Several strains can adhere directly onto the intestinal epithelium or mucins, using adhesins and adhesin-like molecules of their cellular surface, in chicken [4], murine [5] and human gut [6]. Persistence in the gastrointestinal (GI) tract is a prerequisite for these interactions to occur, and thus several in vitro and in vivo studies investigated the stress tolerance of novel strains [7]. In this context, genes coding for proteins that mediate bile salt and bile acid resistance have been located previously in the genome of L. plantarum strains [8], as well as several proton pumps mediating tolerance to the extremely acidic pH of the stomach [9].
Strains that can survive gastrointestinal transit and colonize the mucosa of the host are further examined for their potential health-promoting benefits after ingestion in a series of in vitro, in vivo and clinical tests. The microorganisms that possess these attributes can then be termed probiotics [10]. One of the most studied aspects of the probiotic character is the ability of strains to inhibit pathogen colonization and expansion. In this vein, symbiotic gut bacteria, including probiotics, can exclude pathogen attachment and colonization by occupying important adhesion spots at the mucosa or intestinal epithelium [11]. Furthermore, probiotic strains can produce a variety of bioactive molecules with antimicrobial action, such as bacteriocins. Indeed, several L. plantarum strains are found to possess clusters for bacteriocin synthesis that can limit the proliferation of food spoiling and/or clinically relevant bacteria [12]. Another attribute of potentially probiotic strains is the ability to inhibit the proliferation of cancer cell lines [13] or to induce anti-tumor effects in animal models [14]. Overall, these effects are strain- and cancer cell type-specific and are usually mediated by cell surface molecules or excreted signaling molecules [15].
Strains that present potential probiotic attributes are of great interest to the functional food industry. Indeed, several L. plantarum strains have been employed as starters or adjunct starter cultures of dairy [16] and non-dairy [17] fermented foodstuffs. In this context, it is of the utmost importance to ensure that a novel strain can withstand the manufacturing process and storage conditions prior to application in the food industry. For that reason, in silico analysis can support in vitro and in situ experiments by the identification of gene clusters coding for heat and cold stress tolerance. Indeed, several studies have located these clusters in the genome of L. plantarum strains intended for biotechnological applications [18].
The high accessibility of sequencing platforms has tremendously accelerated the discovery of novel strains with industrial and/or biotechnological interest, as probiotic phenotypes can be traced back to specific genes and genetic clusters. Here, we present the whole genome sequence of L. plantarum L125, a novel potential probiotic strain isolated from a traditional fermented sausage [19]. L. plantarum L125 has exhibited favorable probiotic traits, including tolerance to low pH, bile salts and partial bile salt hydrolase activity [19], and was successfully incorporated in dry-fermented pork sausages as an adjunct starter culture [20]. In this study, we describe the phylogenetic relationships of the novel strain and characterize genetic clusters involved in host–microbe interactions, stress tolerance and bacteriocin production. Furthermore, we describe the ability of cell-free culture supernatants (CFCS) of L. plantarum L125 to inhibit the proliferation and migration of the human colon adenocarcinoma cell line, HT-29, and investigate the presence of genes potentially involved in this phenotype, thus unveiling its potential health impact.

2. Materials and Methods

2.1. Bacterial Strain, Culture Conditions and DNA Isolation

L. plantarum L125 was isolated from a traditional fermented meat product [19] and was provided by the Institute of Technology of Agricultural Products, Hellenic Agricultural Organization DIMITRA (Likovrisi, Attiki, Greece). L. rhamnosus GG ATCC 53103 was acquired from DSMZ (Braunschweig, Germany). Both Lactobacillus strains were incubated in de Man, Rogosa, and Sharpe (MRS) broth (Condalab, Madrid, Spain) at 37 °C under anaerobic conditions, prior to DNA extraction. For DNA extraction, L. plantarum L125 cells were harvested by centrifugation at 8000× g for 4 min. Total genomic DNA was extracted from the pellets using the NucleoSpin® Tissue kit (Macherey-Nagel, Düren, Germany), according to the manufacturer’s instructions. The purity and quantity of the isolated DNA were determined spectrophotometrically at 260 nm using NanoDrop® ND-1000 UV-Vis Spectrophotometer (Thermo Fisher Scientific, Waltham, MA, USA).

2.2. Whole-Genome Sequencing and Genome Annotation

The genomic DNA of L. plantarum L125 was sequenced using the Illumina NovaSeq6000 (2 × 151 paired ends) platform. The sequencing process resulted in 9,117,708 paired-end reads. FASTQC (version 0.11.9) was used for the estimation of the quality of the reads [21], while reads that did not meet quality criteria were discarded using Trimmomatic (version 0.39) [22]. The de novo assembly procedure was carried out using SPAdes (version 3.15.1) [23], choosing the “--careful” option to minimize the number of mismatches. SSPACE_Standard (version 3.0) was utilized for scaffolding contigs along with the parameter to keep contigs with a minimum length of 500 base pairs [24].
L. plantarum L125 genome was annotated locally by Prokaryotic Genome Annotation Pipeline (PGAP) using default parameters [25]. Functional classification of proteins into Clusters of Orthologous Groups (COGs) was executed with the EggNOG-mapper tool (version 2.0), available online at the EggNOG database (version 5.0) [26]. Kyoto Encyclopedia of Genes and Genomes (KEGG) Orthology (KO) assignment of the predicted genes was performed by BlastKOALA (version 2.2) [27]. Pathways of interest were reconstructed by the “Reconstruct” KEGG mapping tool (version 5) [28]. The CAZy database [29] was scanned to detect carbohydrate-active enzymes (CAZymes).
CRISPRDetect (version 2.4) was utilized for the detection of Clustered regularly interspaced palindromic repeats (CRISPR) within the bacterial assembly [30]. PHAge Search Tool Enhanced Release (PHASTER) was used to identify and annotate putative prophage sequences [31]. The Artemis tool (version 18.1.0) [32] was employed to visualize the genome assembly, while its metrics were calculated with the Quality Assessment Tool (QUAST) (version 5.2.0) [33].

2.3. Phylogenetic Analysis

Python module Pyani (version 0.2.10) [34] was used to calculate the Average Nucleotide Identity (ANI) between L. plantarum L125 and 21 potential probiotic L. plantarum strains. The probiotic attributes of the 21 strains are presented in Table S1. MEGAX (version 10.1.8) was used for the phylogenomic analysis, which includes 1000 bootstrap replicates (Maximum Composite Likelihood model) [35]. Neighbor-joining phylogenetic trees were constructed using the online EMBL tool “Interactive Tree of Life” (iTol) (version 6.1.1) [36].

2.4. Detection of Genetic Elements Associated with Probiotic Characteristics

BAGEL (version 4) was used to detect and visualize gene clusters that are implicated in the biosynthesis of antimicrobial peptides [37]. The Resistance Gene Identifier (RGI) (version 5.1.1) verified the presence of antibiotic resistance genes [38]. BLAST (basic local alignment search tool) was employed to search for genetic loci that are involved in stress response and host–microbe interactions.

2.5. Cell-Free Supernatant Preparation

For the preparation of CFCS, L. plantarum L125 was cultured for 20 h in MRS broth at 37 °C under anaerobic conditions. The next day, 108 Colony Forming Units/mL (CFU/mL) were added in Roswell Park Memorial Institute (RPMI)-1640 cell culture medium supplemented with GlutaMAX™, 10% fetal bovine serum (FBS) and 20 mM 4-(2-hydroxyethyl)-1-piperazineethanesulfonic acid (HEPES) (all from Thermo Fisher Scientific, Waltham, MA, USA) and were incubated anaerobically at 37 °C for 24 h. Then, the bacterial cells were pelleted by centrifugation at 2.600× g for 15 min, and the supernatants were sterile filtered using an 0.22 μm pore size filter (Corning, New York, NY, USA). The dilution of the CFCS was performed in the cell culture medium without antibiotics.

2.6. Sulforhodamine B Colorimetric Assay

The sulforhodamine B (SRB) colorimetric assay was employed to investigate the anti-proliferative potential of CFCS of L. plantarum L125, against the human colon adenocarcinoma cell line, HT-29 (ATCC, Manassas, VA, USA). HT-29 cells were maintained in RPMI-1640 medium supplemented with GlutaMAXTM, 10% FBS, 100 μg/mL streptomycin and 100 U/mL penicillin (all from Thermo Fisher Scientific) in a humidified, sterile atmosphere at 37 °C, 5% CO2. Cells were seeded in 96-well plates (Corning) at a density of 7000 cells per well. The next day, cells were treated with 100 μL of CFCS (undiluted or diluted to a ratio of 1:2). Untreated cells (control) were maintained in standard cell culture medium. After 24 or 48 h treatments, the SRB assay was performed as previously described [39]. For the calculation of the cellular survival, the following formula: ((sample OD570 − media blank OD570)/(mean control OD570 − media blank OD570)) × 100 was applied. The assay was performed four independent times in octuplicates.

2.7. Colony Formation Assay

A colony formation assay was performed to determine the anti-clonogenic effect of CFCS on HT-29 cells, as previously described, with minor modifications [40]. Briefly, HT-29 cells (1000 cells per 100 mm plate) were treated with undiluted CFCS from L. plantarum L125 or L. rhamnosus GG for 48 h. The cells were incubated for 10 days until the formation of visible colonies. The colonies were stained with 0.5% (v/v) crystal violet, following the protocol proposed by Franken et al. 2006 [41]. Results are expressed as: Number of colonies (%) = (number of colonies treated/number of colonies untreated) × 100.

2.8. Wound Healing Assay

The anti-migration potential of L. plantarum L125 CFCS was examined using the wound healing assay. To this end, HT-29 cells were seeded in polymer coverslip inserts in 35 mm µ-Dishes at a density of 80,000 cells per silicone insert (Ibidi, Gräfelfing, Germany) and were incubated in standard conditions overnight. The next day, the inserts were removed to reveal a 500 µm cell-free gap. Then, the cells were treated with undiluted CFCS from L. plantarum L125 or L. rhamnosus GG. Untreated cells (control) were maintained in the cell culture medium, as mentioned above. Photographs were taken with a ZEISS Primovert light microscope (Zeiss, Göttingen, Germany) equipped with a digital camera (Axiocam ERc 5 s) at 0, 24 and 48 h post-treatment.

2.9. Statistical Analysis

Statistical differences in the in vitro experiments were analyzed using 2-tailed Student’s t-tests. A p < 0.05 was considered statistically significant. Results were expressed as the mean ± standard deviation of measurements. All experimental procedures were repeated three independent times unless otherwise stated.

3. Results

3.1. Genome Features

The genomic characteristics of L. plantarum L125 were investigated using whole-genome sequencing and comprehensive bioinformatic analysis (Table 1), leading to the construction of its genome map (Figure 1). The complete genome of L. plantarum L125 consists of 3,354,135 bp with a GC content of 44.34%. The 3220 predicted genes include 3024 protein-coding sequences (CDSs), 126 pseudogenes, 62 tRNA genes, 4 rRNA genes as well as 4 ncRNAs. Both PGAP and CRISPRDetect (version 2.4) provided evidence that L. plantarum L125 does not carry CRISPR arrays. In addition, one intact prophage region with a length of 35 kb was identified (Table S2). Lastly, we did not identify any transferable genetic elements related to antibiotic resistance in the genome of L. plantarum L125, which agrees with previous in vitro findings [19].

3.2. Phylogenetic Analysis and Unique Genome Characteristics of L. plantarum L125

L. plantarum L125 was classified as the species Lactobacillus plantarum, which is now known as Lactiplantibacillus plantarum [2,19]. Based on previous in vitro findings, L. plantarum L125 exhibits good probiotic potential [19,20]; therefore, in order to determine its phylogenetic position and relationship compared to other L. plantarum strains, we constructed a neighbor-joining phylogenetic tree, including 1000 bootstrap replicates (Figure 2). The phylogenetic tree is based on orthologous gene clusters and consists of L. plantarum L125 and 21 other potential probiotic L. plantarum strains. Among them, two well-established L. plantarum probiotic strains, L. plantarum WCFCS1 and L. plantarum 299v, were also included [6,42] (Figure 2). To assure the accurate phylogenetic placement of the newly sequenced strain, Streptococcus pneumoniae Hu17 and Leuconostoc mesenteroides SRCM102733 have been used as outgroups/controls (Figure S1). The reliability of the phylogenetic placement is also verified by ANI analysis, as L. plantarum L125 exhibited high ANI scores (>98.6%) with all L. plantarum strains (Figure 3A).
The vast majority of strains included in the tree have been isolated from fermented food products, mainly from kimchi, in countries located in East Asia, while only 2 strains were isolated from food products in European countries: L. plantarum L125 and L. plantarum Lp790. The abovementioned geographical correlation is reflected in the phylogenetic tree, as L. plantarum Lp790, which was isolated from Morlacco cheese in Italy and showed good probiotic potential in both in vitro and in vivo studies [43], is the closest evolutionary relative of L. plantarum L125 (Figure 2).
Furthermore, genome comparison of the 22 aforementioned L. plantarum strains revealed that L. plantarum L125 carries 220 unique genes. Strain-specific proteins were classified into COG functional categories. Notably, 60% of the genes code for proteins involved in fundamental cellular functions (Metabolism, Information Storage and Processing, Cellular Processes and Signaling). The remaining 40% of the genes are poorly characterized (Figure 3B). Overall, L. plantarum L125 appears to be part of the L. plantarum species and possesses a number of genes with important functions.

3.3. Functional Classification

We conducted a comprehensive in silico analysis to describe the genomic traits of L. plantarum L125, as well as to compare them with the 21 selected L. plantarum strains. To gain a better insight into the functional characteristics of L. plantarum L125, its CDSs were allocated to COG and KEGG functional categories. The majority of the CDSs (94.48%) were assigned to 20 COG functional categories. Similarly, for the 21 L. plantarum strains, the CDSs of each strain were distributed into COG functional categories, and the average percentage for each COG category was calculated (Table S3). A comparison of the COG profile of L. plantarum L125 with the average values of the 21 L. plantarum strains revealed similar percentages in all COG functional categories (Figure 4). In both cases, the “Function Unknown (S)” was the most abundant category, followed by “General Function Prediction only (R)” and “Transcription (K)” (Figure 4). More precisely, L. plantarum L125 has 19.3% of its CDSs assigned to “Function Unknown (S)”, 11.5% to “General Function Prediction only (R)” and 9.5% to “Transcription (K)”.
Concomitantly, we performed KEGG analysis to uncover the variety and functionality of proteins coded by L. plantarum L125. More specifically, 53.20% of the L. plantarum L125 CDSs were classified into 39 KEGG functional categories and 180 pathways. These pathways notably include “biosynthesis of secondary metabolites” (ko: 01110; 170 genes), “microbial metabolism in diverse environments” (ko: 01120; 88 genes) and “ABC transporters” (ko: 02010; 78 genes). Regarding the capability of L. plantarum L125 to biosynthesize amino acids, KEGG pathway reconstruction showed that this strain can fully synthesize only 8 out of 20 amino acids: threonine, cysteine, methionine, lysine, histidine, arginine, proline and tryptophan (Table S4, Figures S2–S8), while it encodes part of the essential proteins involved in the biosynthesis of the other twelve amino acids. Furthermore, we observed that the KEGG profile of L. plantarum L125 is comparable to that of the other 21 L. plantarum strains included in the study (Figure 5, Table S5).
Moreover, we searched the genome of L. plantarum L125 for genes encoding enzymes involved in carbohydrate metabolism. We identified 76 genes that regulate the metabolism of a wide array of carbohydrates and assigned them into five CAZymes gene classes: 36 glycoside hydrolase (GH) genes, 31 glycosyltransferase (GT) genes, 5 carbohydrate-binding modules (CBMs) genes, 3 carbohydrate esterase (CE) genes and 1 Auxiliary Activity (AA) gene, (Table S6). Thus, L. plantarum L125 may be able to utilize several mono- and polysaccharides as energy sources and also synthesize complex molecules, such as chitin and cellulose. This finding could support the nomadic nature of the strain, common to L. plantarum strains [3].

3.4. Identification of Genes Implicated in Stress Response, Microbe–Host Interactions and Bacteriocin Biosynthesis

The genome of L. plantarum L125 was scoured for genetic loci implicated in the interaction with the host. In this context, genome annotation revealed that L. plantarum L125 possesses two genes coding for proteins mediating survival in the GI tract [44]: cation:proton antiporter and the PBP1A family penicillin-binding protein (Table 2). Furthermore, three genes involved in the acid tolerance mechanisms [45] of L. plantarum L125 were also identified: D-alanine--poly(phosphoribitol) ligase subunit (dltA), D-alanyl-lipoteichoic acid biosynthesis protein (dltD) and glutamate decarboxylase (gadB). Moreover, an F0F1-ATPase that consists of eight subunits, known for its role in acidic tolerance [46], and three bile salt hydrolases were also detected in the genome of L. plantarum L125.
Exposure to extreme temperatures, prevalent in the food industry, can be stressful for bacteria and subsequently lead to the expression of heat and cold shock proteins. L. plantarum L125 carries five proteins involved in heat shock response (Table 2); molecular chaperone DnaJ, molecular chaperone DnaK, nucleotide exchange factor GrpE, chaperonin GroEL, co-chaperone GroES. Accordingly, survival in low temperatures can be mediated by three proteins of the cold shock protein family.
Moreover, L. plantarum L125 codes for a plethora of cell surface proteins (Table 2). More specifically, L. plantarum L125 contains six proteins carrying cell wall anchor domains (LPxTG motifs), as well as 1 gene encoding for a collagen-binding protein. Furthermore, three proteins with mucus-binding domains and two fibronectin-binding domain-containing proteins were also identified. Finally, the elongation factor Tu, a moonlighting protein with adhesin-like activity, was detected within the L. plantarum L125 genome.
Over the last few years, genome analysis of numerous L. plantarum strains has revealed the presence of genetic loci responsible for the production of antimicrobial peptides, also known as bacteriocins [47]. To examine the capability of L. plantarum L125 to produce such antimicrobial peptides, we found that our strain possesses three genes that are crucial for the production of the class IIb bacteriocin: plantaricin EF. The abovementioned genes are homologous and exhibit high identity values to those of the probiotic strain L. plantarum WCFCS1 [48] (Figure 6). However, L. plantarum L125 lacks several genes of the plnABCD and plnGHTUVW operons, which are essential for transcriptional regulation and bacteriocin secretion, respectively [49] (Figure 6).

3.5. Investigation of Potential Health-Promoting Effects Induced by L. plantarum L125

Potential probiotic strains can induce a variety of beneficial actions when interacting with the host. In this study, we explored the anti-proliferative activity of L. plantarum L125 CFCS against the human colon adenocarcinoma cell line, HT-29. For that reason, cells were treated with undiluted or diluted at a ratio of 1:2 CFCS and cell survival was estimated using the SRB colorimetric assay. L. rhamnosus GG was used as a reference strain due to its well-characterized cytotoxic and anti-proliferative properties [50]. CFCS treatments induced a significant time- and dose-dependent effect (Figure 7A–D, p < 0.01). More specifically, the undiluted L. plantarum L125 CFCS decreased cell survival by 40 and 60% after 24 and 48 h treatments, respectively (Figure 7A,C). The reference strain induced similar effects. Furthermore, we sought to determine the anti-clonogenic potential of L. plantarum L125-derived CFCS by employing the colony formation assay. Indeed, the undiluted CFCS significantly reduced the number of viable colonies compared to control, untreated cells (p < 0.01) (Figure 7E,F). Finally, the anti-migration capacity of the undiluted CFCS was assessed by the wound healing assay. Notably, HT-29 co-incubation with CFCS limited cell migration (Figure 7G). On the other hand, wound healing of the untreated sample was completed after 48 h (Figure 7G).

4. Discussion

In this study, we announce the draft genome sequence of L. plantarum L125, a strain presenting biotechnological interest, that was originally isolated from a fermented sausage [19]. The complete genome of the strain consists of 3,354,135 bp with a GC content of 44,34%, and it contains one prophage region and no CRISPR arrays. L. plantarum L125, although originally isolated from meat products, may be able to adapt to a variety of niches, as suggested by the fact that 88 of its genes are assigned to the KEGG pathway “microbial metabolism in diverse environments”. Indeed, L. plantarum strains are able to colonize a wide range of habitats such as the human GI tract, meat, fish, vegetables, dairy and other fermented products [1]. The nomadic lifestyle of the species is mirrored in the vast genetic diversity that L. plantarum strains present [51]. Previous reports indicate that during the environmental adaptation process, genomic changes may occur [52,53]; however, a strong link between genome content and niche adaptation of L. plantarum has not been established yet [3]. Indeed, our phylogenetic analysis did not reveal any grouping of the studied L. plantarum strains based on their isolation source. Interestingly, we observed that the closest evolutionary relative of L. plantarum L125 is L. plantarum Lp790, the only other strain that was isolated in Europe and, more specifically, from Italian dairy products [43]. The abovementioned genome alterations during niche adaptation, including gene gain/loss events, may affect genetic clusters associated with amino acid biosynthesis [54]. In this study, we showed that L. plantarum L125 possesses complete biosynthetic pathways for eight out of the 20 amino acids (Figures S2–S8), underlining the need for amino acid supply from nutrient-dense environments. Likewise, the KEGG reconstruction pathway revealed that all studied L. plantarum strains exhibit identical capability regarding amino acid biosynthesis.
A prerequisite for microbe–host interactions to occur is the tolerance of the host niche. A previous report revealed the ability of L. plantarum L125 to survive in highly acidic and bile-rich environments [19]. In fact, this strain did manage to withstand the abovementioned stress conditions, which are similar to those prevailing in the human GI tract [19]. In this study, we found numerous proteins that support the previous in vitro findings and are associated with either acid tolerance or bile salt resistance (Table 2). Furthermore, according to the same study, L. plantarum L125 tolerance to bile salts is accompanied by bile salt hydrolase activity. Indeed, a comprehensive bioinformatical analysis revealed the presence of bile salt hydrolases within the L. plantarum L125 genome (Table 2). Moreover, probiotics intended for biotechnological application should tolerate heat or/and cold stress conditions [55], and therefore, the presence of heat and cold shock proteins within their genome is regarded as a desirable trait. In this context, L. plantarum L125 was detected in high counts in Greek traditional dry fermented sausages that were stored at 4 °C for 160 days [20]. These findings indicate that the cold-shock family proteins we identified (Table 2) are functional and correlated with their viability at low temperatures.
The ability of lactobacilli to adhere to and interact with intestinal surfaces is considered to be crucial for their probiotic action [56]. A number of cell surface molecules such as polysaccharides and proteins have been associated with this phenotype [57]. More specifically, probiotic bacteria utilize collagen-, mucin- and fibronectin-binding proteins, as well as LPXTG domain-containing proteins, to attach to the host intestinal epithelial cells or mucosa [58]. In addition, the adhesion capability of lactobacilli is also supported by several moonlighting proteins, such as EF-Tu [59], which, among other functions, can exhibit adhesin-like activity [56]. In this study, we identified numerous cell surface adhesins and moonlighting proteins in L. plantarum L125 (Table 2). Future studies will explore the adhesion capacity of the strain in vitro and will focus on the specific mechanisms mediating this effect, as well as the biological significance of this interaction for the host cell.
Concerning the antimicrobial activity of probiotic strains, they can exert inhibitory effects by utilizing a great variety of mechanisms. Indeed, direct antimicrobial activity of L. plantarum can be induced by the secretion of inhibitory compounds, such as bacteriocins [60], fatty acids, ethanol and hydrogen peroxide [61], or by competitive pathogen exclusion [62]. In this vein, the bacteriocin produced by L. plantarum ATCC 8014 limited the proliferation of Staphylococcus aureus 99308 in a mouse model of mandibular fracture postoperative infection [63]. Furthermore, some probiotic strains can stimulate the immune response of the host, leading to pathogen clearance [64]. Our results corroborate previous studies showing that L. plantarum L125 does not present bacteriocin-like activity [19], although it carries three genes encoding for plantaricin EF (Figure 6). In greater detail, it lacks essential genes for transcriptional regulation and secretion, alluding to the fact that the plantaricin cluster may not be functional. The ability of L. plantarum L125 to inhibit pathogen colonization, expansion and biofilm formation by mechanisms other than bacteriocin synthesis will be studied in the future.
Another significant health-promoting property that specific probiotic strains possess is the ability to regulate cell cycle progression and cell death [64]. Indeed, previous studies from our lab have shown that potential probiotics, such as L. pentosus B281 and L. paracasei K5, can induce cell death in species- and strain-specific fashion [40,65]. In this context, the administration of viable L. casei ATCC 393 cells to a mouse model bearing CT26 tumors led to a reduction in tumor volume via the induction of apoptotic cell death [66]. Similarly, ferrichrome, isolated from L. casei ATCC334 CFCS, exerted tumor-suppressive effects in a BALB/c xenograft model that were also attributed to the induction of apoptosis and, more specifically, to the c-Jun N-terminal kinase (JNK) signaling pathway {15]. However, potential probiotic strains can also induce cytotoxic effects by alternative mechanisms, such as immunogenic cell death [67]. For example, the oral administration of heat-killed L. plantarum BF-LP284 to a murine syngeneic model of sarcoma and resulted in the inhibition of tumor growth and the stimulation of anti-tumor immune responses [68]. In the present study, we observed that CFCS of L. plantarum L125 can effectively limit the proliferation and migration capacity of HT-29 cells. HT-29 cells were selected in this study as an in vitro model of the human colon. The observed effects were mediated in a time- and dose-dependent manner and were comparable to the activity of L. rhamnosus GG, a well-studied probiotic strain (Figure 7). Of note, the observed reduction in cell viability was not due to the acidic pH of CFCS (data not shown). On the other hand, cell surface molecules and/or excreted metabolites may mediate these anti-proliferative actions. Regarding the nature of these active compounds, exopolysaccharides (EPS), peptidoglycans and conjugated linolenic acids (CLA), as well as S-layer proteins, have been implicated in the induction of cell death [69,70]. Interestingly, we have located clusters for EPS and CLA biosynthesis in the genome of L. plantarum L125 (data not shown). The latter was almost identical to the functional CLA biosynthesis cluster found in L. plantarum ZS2058 [71]. However, further studies are needed to determine their functionality and the potential contribution of these molecules to the observed anti-proliferative effects.

5. Conclusions

In this study, we presented the whole genome sequence of L. plantarum L125 and performed comprehensive bioinformatic analysis to locate genes involved in the probiotic phenotype. We found the strain codes for proteins supporting survival and adaptation in the gastrointestinal niche, as well as tolerance to conditions prevalent in the food industry. Concerning the potential health benefit of the strain, we observed that the CFCS from L. plantarum L125 can induce anti-proliferative, anti-clonogenic and anti-migration effects on the colon adenocarcinoma cell line, HT-29. Additional studies are needed to validate the putative anticancer potential of the strain in animal models of tumorigenesis and in the clinical setting. Subsequently, its incorporation in the functional food industry will further be examined.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/biomedicines9111718/s1, Figure S1: Neighbor-joining phylogenetic tree based on orthologous genes, of L. plantarum L125 and 21 L. plantarum strains. Figure S2: The KEGG pathway of Glycine, Serine and Threonine Metabolism (ko: 00260). Figure S3: The KEGG pathway of Cysteine and Methionine Metabolism (ko: 00270). Figure S4: The KEGG pathway of Lysine Metabolism (ko: 00300). Figure S5: The KEGG pathway of Arginine Metabolism (ko: 00220). Figure S6: The KEGG pathway of Arginine and Proline Metabolism (ko: 00330). Figure S7: The KEGG pathway of Histidine Metabolism (ko: 00340). Figure S8: The KEGG pathway of Tryptophan Metabolism KEGG pathway (ko: 00400). Table S1: The probiotic properties of the 21 L. plantarum strains, used in the comparative genomic analysis. Table S2: Prophage sequences in genome assembly of L. plantarum L125 by PHAge Search Tool Enhanced Release (PHASTER). Table S3: Detailed presentation of the percentages of genes assigned to the COG functional categories of L. plantarum L125 and of the 21 L. plantarum strains. Table S4: List of complete KEGG modules and pathways that reflect the amino acid biosynthesis capability of L. plantarum 125. Table S5: Detailed presentation of the number of genes assigned to the KEGG functional categories of L. plantarum L125 and of the 21 L. plantarum strains. Table S6: L. plantarum L125 genes assignment into CAZymes families aided by the CAZy database.

Author Contributions

Conceptualization, A.C.P., N.C., A.G. and P.K.; methodology, K.T., O.S.S., D.E.K., M.T. and E.K.; software, K.T., O.S.S., D.E.K. and M.T.; validation, K.T., O.S.S., D.E.K., E.K. and A.A.A.; data curation, K.T., O.S.S., D.E.K., E.K. and A.A.A.; writing—original draft preparation, K.T., O.S.S., D.E.K., A.G. and P.K.; writing—review and editing, A.G. and P.K.; supervision, A.C.P., N.C., A.G. and P.K.; project administration, N.C., A.G. and P.K. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the projects: “InTechThrace: Integrated Technologies in biomedical research: multilevel biomarker analysis in Thrace” (MIS Code 5047285), under the Operational Program “Competitiveness, Entrepreneurship & Innovation” (EPAnEK), co-funded by the European Regional Development Fund (ERDF) and national resources (Partnership Agreement 2014-2020),“ELIXIR-GR: Hellenic Research Infrastructure for the Management and Analysis of Data from the Biological Sciences” (MIS 5002780) under the Action Reinforcement of the Research and Innovation Infrastructure, funded by the Operational Program Competitiveness, Entrepreneurship and Innovation (NSRF 2014-2020) and co-financed by Greece and the European Union (European Regional Development Fund), “AGRO4+, Holistic approach to Agriculture 4.0 for new farmers” (MIS 5046239) under the Action Reinforcement of the Research and Innovation Infrastructure, funded by the Operational Program Competitiveness, Entrepreneurship and Innovation (NSRF 2014–2020) and co-financed by Greece and the European Union (European Regional Development Fund), “FOODBIOMES-Infrastructure of Microbiome Applications in Food Systems” (MIS5047291) under the Action Reinforcement of the Research and Innovation Infrastructure, funded by the Operational Program Competitiveness, Entrepreneurship and Innovation (NSRF 2014–2020) and co-financed by Greece and the European Union (European Regional Development Fund) and “PUZL-Molecular identification and utilization of indigenous people of hop varieties for the production of high quality beers with name production” (MIS 5056124) under the Regional Operational Program “Sterea Ellada 2014–2020”, co-funded by the European Regional Development Fund of the European Union and Greek national funds through the Operational Program Competitiveness, Entrepreneurship and Innovation.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The L. plantarum strain L125 genome sequence has been deposited at DDBJ/ENA/GenBank under the accession JAIGOE000000000. The version described in this paper is version JAIGOE010000000.

Acknowledgments

We acknowledge the support of the M.Sc. program «Translational Research in Biomedicine» of the Department of Molecular Biology and Genetics, Democritus University of Thrace.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.

References

  1. Siezen, R.J.; Tzeneva, V.A.; Castioni, A.; Wels, M.; Phan, H.T.; Rademaker, J.L.; Starrenburg, M.J.; Kleerebezem, M.; Molenaar, D.; van Hylckama Vlieg, J.E. Phenotypic and genomic diversity of Lactobacillus plantarum strains isolated from various environmental niches. Environ. Microbiol. 2010, 12, 758–773. [Google Scholar] [CrossRef]
  2. Zheng, J.; Wittouck, S.; Salvetti, E.; Franz, C.; Harris, H.M.B.; Mattarelli, P.; O’Toole, P.W.; Pot, B.; Vandamme, P.; Walter, J.; et al. A taxonomic note on the genus Lactobacillus: Description of 23 novel genera, emended description of the genus Lactobacillus Beijerinck 1901, and union of Lactobacillaceae and Leuconostocaceae. Int. J. Syst. Evol. Microbiol. 2020, 70, 2782–2858. [Google Scholar] [CrossRef]
  3. Martino, M.E.; Bayjanov, J.R.; Caffrey, B.E.; Wels, M.; Joncour, P.; Hughes, S.; Gillet, B.; Kleerebezem, M.; van Hijum, S.A.; Leulier, F. Nomadic lifestyle of Lactobacillus plantarum revealed by comparative genomics of 54 strains isolated from different habitats. Environ. Microbiol. 2016, 18, 4974–4989. [Google Scholar] [CrossRef]
  4. Benbara, T.; Lalouche, S.; Drider, D.; Bendali, F. Lactobacillus plantarum S27 from chicken faeces as a potential probiotic to replace antibiotics: In vivo evidence. Benef. Microbes. 2020, 11, 163–173. [Google Scholar] [CrossRef]
  5. Ruiz, M.J.; Zbrun, M.V.; Signorini, M.L.; Zimmermann, J.A.; Soto, L.P.; Rosmini, M.R.; Frizzo, L.S. In vitro screening and in vivo colonization pilot model of Lactobacillus plantarum LP5 and Campylobacter coli DSPV 458 in mice. Arch. Microbiol. 2021, 203, 4161–4171. [Google Scholar] [CrossRef] [PubMed]
  6. Nordström, E.A.; Teixeira, C.; Montelius, C.; Jeppsson, B.; Larsson, N. Lactiplantibacillus plantarum 299v (LP299V®): Three decades of research. Benef. Microbes. 2021, 12, 441–465. [Google Scholar] [CrossRef] [PubMed]
  7. Farhangfar, A.; Gandomi, H.; Basti, A.A.; Misaghi, A.; Noori, N. Study of growth kinetic and gastrointestinal stability of acid-bile resistant Lactobacillus plantarum strains isolated from Siahmazgi traditional cheese. Vet. Res. Forum 2021, 12, 235–240. [Google Scholar] [CrossRef] [PubMed]
  8. Gao, Y.; Liu, Y.; Sun, M.; Zhang, H.; Mu, G.; Tuo, Y. Physiological function analysis of Lactobacillus plantarum Y44 based on genotypic and phenotypic characteristics. J. Dairy Sci. 2020, 103, 5916–5930. [Google Scholar] [CrossRef] [PubMed]
  9. Peng, L.; Zhao, K.; Chen, S.; Ren, Z.; Wei, H.; Wan, C. Whole genome and acid stress comparative transcriptome analysis of Lactiplantibacillus plantarum ZDY2013. Arch. Microbiol. 2021, 203, 2795–2807. [Google Scholar] [CrossRef]
  10. Hill, C.; Guarner, F.; Reid, G.; Gibson, G.R.; Merenstein, D.J.; Pot, B.; Morelli, L.; Canani, R.B.; Flint, H.J.; Salminen, S.; et al. Expert consensus document. The International Scientific Association for probiotics and prebiotics consensus statement on the scope and appropriate use of the term probiotic. Nat. Rev. Gastroenterol. Hepatol. 2014, 11, 506–514. [Google Scholar] [CrossRef] [Green Version]
  11. Juhász, J.; Ligeti, B.; Gajdács, M.; Makra, N.; Ostorházi, E.; Farkas, F.B.; Stercz, B.; Tóth, Á.; Domokos, J.; Pongor, S.; et al. Colonization dynamics of multidrug-resistant klebsiella pneumoniae are dictated by microbiota-Cluster group behavior over individual antibiotic susceptibility: A metataxonomic analysis. Antibiotics 2021, 10, 268. [Google Scholar] [CrossRef] [PubMed]
  12. Yu, H.J.; Chen, Y.F.; Yang, H.J.; Yang, J.; Xue, J.G.; Li, C.K.; Kwok, L.Y.; Zhang, H.P.; Sun, T.S. Screening for Lactobacillus plantarum with potential inhibitory activity against enteric pathogens. Ann. Microbiol. 2014, 65, 1257–1265. [Google Scholar] [CrossRef]
  13. Bibalan, M.H.; Eshaghi, M.; Rohani, M.; Esghaei, M.; Darban-Sarokhalil, D.; Pourshafie, M.R.; Talebi, M. Isolates of Lactobacillus plantarum and L. reuteri display greater antiproliferative and antipathogenic activity than other Lactobacillus isolates. J. Med. Microbiol. 2017, 66, 1416–1420. [Google Scholar] [CrossRef]
  14. Kassayova, M.; Bobrov, N.; Strojny, L.; Orendas, P.; Demeckova, V.; Jendzelovsky, R.; Kubatka, P.; Kiskova, T.; Kruzliak, P.; Adamkov, M.; et al. Anticancer and immunomodulatory effects of Lactobacillus plantarum LS/07, inulin and melatonin in NMU-induced rat model of breast cancer. Anticancer Res. 2016, 36, 2719–2728. [Google Scholar]
  15. Konishi, H.; Fujiya, M.; Tanaka, H.; Ueno, N.; Moriichi, K.; Sasajima, J.; Ikuta, K.; Akutsu, H.; Tanabe, H.; Kohgo, Y. Probiotic-derived ferrichrome inhibits colon cancer progression via JNK-mediated apoptosis. Nat. Commun. 2016, 7, 12365. [Google Scholar] [CrossRef] [PubMed]
  16. Harahap, I.A.; Mariyatun, M.; Hasan, P.N.; Pamungkaningtyas, F.H.; Widada, J.; Utami, T.; Cahyanto, M.N.; Juffrie, M.; Dinoto, A.; Nurfiani, S.; et al. Recovery of indigenous probiotic Lactobacillus plantarum Mut-7 on healthy Indonesian adults after consumption of fermented milk containing these bacteria. J. Food Sci. Technol. 2021, 58, 3525–3532. [Google Scholar] [CrossRef]
  17. Frediansyah, A.; Romadhoni, F.; Suryani; Nurhayati, R.; Wibowo, A.T. Fermentation of Jamaican cherries juice using Lactobacillus plantarum elevates antioxidant potential and inhibitory activity against Type II diabetes-related enzymes. Molecules 2021, 26, 2868. [Google Scholar] [CrossRef]
  18. Jiang, Y.; Zhang, J.; Zhao, X.; Zhao, W.; Yu, Z.; Chen, C.; Yang, Z. Complete genome sequencing of exopolysaccharide-producing Lactobacillus plantarum K25 provides genetic evidence for the probiotic functionality and cold endurance capacity of the strain. Biosci. Biotechnol. Biochem. 2018, 82, 1225–1233. [Google Scholar] [CrossRef] [Green Version]
  19. Pavli, F.G.; Argyri, A.A.; Papadopoulou, O.S.; Nychas, G.E.; Chroianopoulos, N.; Tassou, C.C. Probiotic potential of lactic acid bacteria from traditional fermented dairy and meat products: Assessment by in vitro tests and molecular characterization. J. Prob. Health 2016, 4, 1000157. [Google Scholar] [CrossRef]
  20. Pavli, F.G.; Argyri, A.A.; Chroianopoulos, N.; Nychas, G.E.; Tassou, C.C. Effect of Lactobacillus plantarum L125 strain with probiotic potential on physicochemical, microbiological and sensorial characteristics of dry-fermented sausages. LWT-Food Sci. Technol. 2020, 118, 108810. [Google Scholar] [CrossRef]
  21. Andrews, S. FastQC: A Quality Control Tool for High Throughput Sequence Data. 2010. Available online: http://www.bioinformatics.babraham.ac.uk/projects/fastqc (accessed on 4 August 2021).
  22. Bolger, A.M.; Lohse, M.; Usadel, B. Trimmomatic: A flexible trimmer for Illumina sequence data. Bioinformatics 2014, 30, 2114–2120. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  23. Bankevich, A.; Nurk, S.; Antipov, D.; Gurevich, A.A.; Dvorkin, M.; Kulikov, A.S.; Lesin, V.M.; Nikolenko, S.I.; Pham, S.; Prjibelski, A.D.; et al. SPAdes: A new genome assembly algorithm and its applications to single-cell sequencing. J. Comput. Biol. 2012, 19, 455–477. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  24. Boetzer, M.; Henkel, C.V.; Jansen, H.J.; Butler, D.; Pirovano, W. Scaffolding pre-assembled contigs using SSPACE. Bioinformatics 2011, 27, 578–579. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  25. Tatusova, T.; DiCuccio, M.; Badretdin, A.; Chetvernin, V.; Nawrocki, E.P.; Zaslavsky, L.; Lomsadze, A.; Pruitt, K.D.; Borodovsky, M.; Ostell, J. NCBI prokaryotic genome annotation pipeline. Nucleic Acids Res. 2016, 44, 6614–6624. [Google Scholar] [CrossRef] [PubMed]
  26. Huerta-Cepas, J.; Szklarczyk, D.; Heller, D.; Hernandez-Plaza, A.; Forslund, S.K.; Cook, H.; Mende, D.R.; Letunic, I.; Rattei, T.; Jensen, L.J.; et al. eggNOG 5.0: A hierarchical, functionally and phylogenetically annotated orthology resource based on 5090 organisms and 2502 viruses. Nucleic Acids Res. 2019, 47, D309–D314. [Google Scholar] [CrossRef] [Green Version]
  27. Kanehisa, M.; Sato, Y.; Morishima, K. BlastKOALA and GhostKOALA: KEGG tools for functional characterization of genome and metagenome sequences. J. Mol. Biol. 2016, 428, 726–731. [Google Scholar] [CrossRef] [Green Version]
  28. Kanehisa, M.; Sato, Y.; Kawashima, M. KEGG mapping tools for uncovering hidden features in biological data. Protein Sci. 2021, 1–7. [Google Scholar] [CrossRef] [PubMed]
  29. Lombard, V.; Ramulu, H.G.; Drula, E.; Coutinho, P.M.; Henrissat, B. The carbohydrate-active enzymes database (CAZy) in 2013. Nucleic Acids Res. 2014, 42, D490–D495. [Google Scholar] [CrossRef] [Green Version]
  30. Biswas, A.; Staals, R.H.; Morales, S.E.; Fineran, P.C.; Brown, C.M. CRISPRDetect: A flexible algorithm to define CRISPR arrays. BMC Genom. 2016, 17, 356. [Google Scholar] [CrossRef] [Green Version]
  31. Arndt, D.; Grant, J.R.; Marcu, A.; Sajed, T.; Pon, A.; Liang, Y.; Wishart, D.S. PHASTER: A better, faster version of the PHAST phage search tool. Nucleic Acids Res. 2016, 44, W16–W21. [Google Scholar] [CrossRef] [Green Version]
  32. Carver, T.; Harris, S.R.; Berriman, M.; Parkhill, J.; McQuillan, J.A. Artemis: An integrated platform for visualization and analysis of high-throughput sequence-based experimental data. Bioinformatics 2012, 28, 464–469. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Gurevich, A.; Saveliev, V.; Vyahhi, N.; Tesler, G. QUAST: Quality assessment tool for genome assemblies. Bioinformatics 2013, 29, 1072–1075. [Google Scholar] [CrossRef]
  34. Pritchard, L.; Glover, R.H.; Humprhis, S.; Eplhinstone, J.G.; Toth, I.K. Genomics and taxonomy in diagnostics for food security: Soft-rotting enterobacterial plant pathogens. Anal. Methods 2016, 8, 12–24. [Google Scholar] [CrossRef]
  35. Tamura, K.; Stecher, G.; Peterson, D.; Filipski, A.; Kumar, S. MEGA6: Molecular evolutionary genetics analysis version 6.0. Mol. Biol. Evol. 2013, 30, 2725–2729. [Google Scholar] [CrossRef] [Green Version]
  36. Letunic, I.; Bork, P. Interactive tree of life (iTOL) v3: An online tool for the display and annotation of phylogenetic and other trees. Nucleic Acids Res. 2016, 44, W242–W245. [Google Scholar] [CrossRef]
  37. de Jong, A.; van Hijum, S.A.; Bijlsma, J.J.; Kok, J.; Kuipers, O.P. BAGEL: A web-based bacteriocin genome mining tool. Nucleic Acids Res. 2006, 34, W273–W279. [Google Scholar] [CrossRef] [PubMed]
  38. Alcock, B.P.; Raphenya, A.R.; Lau, T.T.Y.; Tsang, K.K.; Bouchard, M.; Edalatmand, A.; Huynh, W.; Nguyen, A.V.; Cheng, A.A.; Liu, S.; et al. CARD 2020: Antibiotic resistome surveillance with the comprehensive antibiotic resistance database. Nucleic Acids Res. 2020, 48, D517–D525. [Google Scholar] [CrossRef] [PubMed]
  39. Plessas, S.; Kiousi, D.E.; Rathosi, M.; Alexopoulos, A.; Kourkoutas, Y.; Mantzourani, I.; Galanis, A.; Bezirtzoglou, E. Isolation of a Lactobacillus paracasei strain with probiotic attributes from kefir grains. Biomedicines 2020, 8, 594. [Google Scholar] [CrossRef]
  40. Saxami, G.; Karapetsas, A.; Lamprianidou, E.; Kotsianidis, I.; Chlichlia, A.; Tassou, C.; Zoumpourlis, V.; Galanis, A. Two potential probiotic Lactobacillus strains isolated from olive microbiota exhibit adhesion and anti-proliferative effects in cancer cell lines. J. Funct. Foods 2016, 24, 461–471. [Google Scholar] [CrossRef]
  41. Franken, N.A.; Rodermond, H.M.; Stap, J.; Haveman, J.; van Bree, C. Clonogenic assay of cells in vitro. Nat. Protoc. 2006, 1, 2315–2319. [Google Scholar] [CrossRef] [PubMed]
  42. van den Nieuwboer, M.; van Hemert, S.; Claassen, E.; de Vos, W.M. Lactobacillus plantarum WCFCS1 and its host interaction: A dozen years after the genome. Microb. Biotechnol. 2016, 9, 452–465. [Google Scholar] [CrossRef] [Green Version]
  43. Zago, M.; Fornasari, M.E.; Carminati, D.; Burns, P.; Suarez, V.; Vinderola, G.; Reinheimer, J.; Giraffa, G. Characterization and probiotic potential of Lactobacillus plantarum strains isolated from cheeses. Food Microbiol. 2011, 28, 1033–1040. [Google Scholar] [CrossRef] [PubMed]
  44. Zhang, W.; Ji, H.; Zhang, D.; Liu, H.; Wang, S.; Wang, J.; Wang, Y. Complete genome sequencing of Lactobacillus plantarum ZLP001, a potential probiotic That enhances intestinal epithelial barrier function and defense against pathogens in pigs. Front. Physiol. 2018, 9, 1689. [Google Scholar] [CrossRef]
  45. Goel, A.; Halami, P.M.; Tamang, J.P. Genome analysis of Lactobacillus plantarum isolated from some Indian fermented foods for bacteriocin production and probiotic marker genes. Front. Microbiol. 2020, 11, 40. [Google Scholar] [CrossRef]
  46. Guo, H.; Suzuki, T.; Rubinstein, J.L. Structure of a bacterial ATP synthase. Elife 2019, 8, e43128. [Google Scholar] [CrossRef]
  47. Todorov, S.D. Bacteriocins from Lactobacillus plantarum—Production, genetic organization and mode of action: Producao, organizacao genetica e modo de acao. Braz. J. Microbiol. 2009, 40, 209–221. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  48. Diep, D.B.; Straume, D.; Kjos, M.; Torres, C.; Nes, I.F. An overview of the mosaic bacteriocin pln loci from Lactobacillus plantarum. Peptides 2009, 30, 1562–1574. [Google Scholar] [CrossRef]
  49. Tai, H.F.; Foo, H.L.; Rahim, R.A.; Loh, T.C.; Abdullah, M.P.; Yoshinobu, K. Molecular characterisation of new organisation of plnEF and plw loci of bacteriocin genes harbour concomitantly in Lactobacillus plantarum I-UL4. Microb. Cell Fact. 2015, 14, 89. [Google Scholar] [CrossRef] [Green Version]
  50. Saxami, G.; Karapetsas, A.; Chondrou, P.; Vasiliadis, S.; Lamprianidou, E.; Kotsianidis, I.; Ypsilantis, P.; Botaitis, S.; Simopoulos, C.; Galanis, A. Potentially probiotic Lactobacillus strains with anti-proliferative activity induce cytokine/chemokine production and neutrophil recruitment in mice. Benef. Microb. 2017, 8, 615–623. [Google Scholar] [CrossRef] [PubMed]
  51. Torriani, S.; Clementi, F.; Vancanneyt, M.; Hoste, B.; Dellaglio, F.; Kersters, K. Differentiation of Lactobacillus plantarum, L. pentosus and L. paraplantarum species by RAPD-PCR and AFLP. Syst. Appl. Microbiol. 2001, 24, 554–560. [Google Scholar] [CrossRef] [PubMed]
  52. Kleerebezem, M.; Boekhorst, J.; van Kranenburg, R.; Molenaar, D.; Kuipers, O.P.; Leer, R.; Tarchini, R.; Peters, S.A.; Sandbrink, H.M.; Fiers, M.W.; et al. Complete genome sequence of Lactobacillus plantarum WCFCS1. Proc. Natl. Acad. Sci. USA 2003, 100, 1990–1995. [Google Scholar] [CrossRef] [Green Version]
  53. Molenaar, D.; Bringel, F.; Schuren, F.H.; de Vos, W.M.; Siezen, R.J.; Kleerebezem, M. Exploring Lactobacillus plantarum genome diversity by using microarrays. J. Bacteriol. 2005, 187, 6119–6127. [Google Scholar] [CrossRef] [Green Version]
  54. Zheng, J.; Ruan, L.; Sun, M.; Ganzle, M. A genomic view of lactobacilli and pediococci demonstrates that phylogeny matches ecology and physiology. Appl. Environ. Microbiol. 2015, 81, 7233–7243. [Google Scholar] [CrossRef] [Green Version]
  55. Kim, E.; Chang, H.C.; Kim, H.Y. Complete genome sequence of Lactobacillus plantarum EM, a putative probiotic strain with the cholesterol-lowering effect and antimicrobial activity. Curr. Microbiol. 2020, 77, 1871–1882. [Google Scholar] [CrossRef]
  56. Wang, G.; Zhang, M.; Zhao, J.; Xia, Y.; Lai, P.F.; Ai, L. A surface protein from Lactobacillus plantarum increases the adhesion of lactobacillus strains to human epithelial cells. Front. Microbiol. 2018, 9, 2858. [Google Scholar] [CrossRef] [Green Version]
  57. Yadav, A.K.; Tyagi, A.; Kumar, A.; Panwar, S.; Grover, S.; Saklani, A.C.; Hemalatha, R.; Batish, V.K. Adhesion of lactobacilli and their anti-infectivity potential. Crit. Rev. Food Sci. Nutr. 2017, 57, 2042–2056. [Google Scholar] [CrossRef]
  58. Siciliano, R.A.; Lippolis, R.; Mazzeo, M.F. Proteomics for the investigation of surface-exposed proteins in probiotics. Front. Nutr. 2019, 6, 52. [Google Scholar] [CrossRef]
  59. Choudhary, J.; Dubey, R.C.; Sengar, G.; Dheeman, S. Evaluation of probiotic potential and safety assessment of Lactobacillus pentosus MMP4 isolated from mare’s lactation. Probiotics Antimicrob. Proteins 2019, 11, 403–412. [Google Scholar] [CrossRef]
  60. da Silva Sabo, S.; Vitolo, M.; Gonzalez, J.M.D.; Oliveira, R.P.S. Overview of Lactobacillus plantarum as a promising bacteriocin producer among lactic acid bacteria. Food Res. Int. 2014, 64, 527–536. [Google Scholar] [CrossRef]
  61. Chen, C.C.; Lai, C.C.; Huang, H.L.; Huang, W.Y.; Toh, H.S.; Weng, T.C.; Chuang, Y.C.; Lu, Y.C.; Tang, H.J. Antimicrobial activity of Lactobacillus species against carbapenem-resistant enterobacteriaceae. Front. Microbiol. 2019, 10, 789. [Google Scholar] [CrossRef] [PubMed]
  62. Sengupta, R.; Altermann, E.; Anderson, R.C.; McNabb, W.C.; Moughan, P.J.; Roy, N.C. The role of cell surface architecture of lactobacilli in host-microbe interactions in the gastrointestinal tract. Mediat. Inflamm. 2013, 2013, 237921. [Google Scholar] [CrossRef] [Green Version]
  63. Fu, T.; Liu, Y.M. Antibacterial effect of bacteriocin isolated from Lactobacillus plantarum ATCC 8014 on postoperative infection of mandibular fracture in vivo. J. Craniofac. Surg. 2017, 28, 679–682. [Google Scholar] [CrossRef]
  64. Nowak, A.; Paliwoda, A.; Blasiak, J. Anti-proliferative, pro-apoptotic and anti-oxidative activity of lactobacillus and bifidobacterium strains: A review of mechanisms and therapeutic perspectives. Crit. Rev. Food Sci. Nutr. 2019, 59, 3456–3467. [Google Scholar] [CrossRef]
  65. Chondrou, P.; Karapetsas, A.; Kiousi, D.E.; Tsela, D.; Tiptiri-Kourpeti, A.; Anestopoulos, I.; Kotsianidis, I.; Bezirtzoglou, E.; Pappa, A.; Galanis, A. Lactobacillus paracasei K5 displays adhesion, anti-proliferative activity and apoptotic effects in human colon cancer cells. Benef. Microbes. 2018, 9, 975–983. [Google Scholar] [CrossRef]
  66. Tiptiri-Kourpeti, A.; Spyridopoulou, K.; Santarmaki, V.; Aindelis, G.; Tompoulidou, E.; Lamprianidou, E.E.; Saxami, G.; Ypsilantis, P.; Lampri, E.S.; Simopoulos, C.; et al. Lactobacillus casei exerts anti-proliferative effects accompanied by apoptotic cell death and up-regulation of TRAIL in colon carcinoma cells. PLoS ONE 2016, 11, e0147960. [Google Scholar] [CrossRef]
  67. Aindelis, G.; Chlichlia, K. Modulation of anti-tumour immune responses by probiotic bacteria. Vaccines 2020, 8, 329. [Google Scholar] [CrossRef] [PubMed]
  68. Shin, R.; Itoh, Y.; Kataoka, M.; Iino-Miura, S.; Miura, R.; Mizutani, T.; Fujisawa, T. Anti-tumor activity of heat-killed Lactobacillus plantarum BF-LP284 on Meth-A tumor cells in BALB/c mice. Int. J. Food Sci. Nutr. 2016, 67, 641–649. [Google Scholar] [CrossRef]
  69. Kemp, M.Q.; Jeffy, B.D.; Romagnolo, D.F. Conjugated linoleic acid inhibits cell proliferation through a p53-dependent mechanism: Effects on the expression of G1-restriction points in breast and colon cancer cells. J. Nutr. 2003, 133, 3670–3677. [Google Scholar] [CrossRef] [Green Version]
  70. Wu, J.; Zhang, Y.; Ye, L.; Wang, C. The anti-cancer effects and mechanisms of lactic acid bacteria exopolysaccharides in vitro: A review. Carbohydr. Polym. 2021, 253, 117308. [Google Scholar] [CrossRef]
  71. Yang, B.; Qi, H.; Gu, Z.; Zhang, H.; Chen, W.; Chen, H.; Chen, Y.Q. Characterization of the triple-component linoleic acid isomerase in Lactobacillus plantarum ZS2058 by genetic manipulation. J. Appl. Microbiol. 2017, 123, 1263–1273. [Google Scholar] [CrossRef]
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Figure 1. Circular genome map of L. plantarum L125. From the outer to inner circle, the information is displayed as follows: genome size (black), forward strand CDS (orange), reverse strand CDS (blue), pseudogenes (green), tRNA genes (red), GC content, GC skew.
Figure 1. Circular genome map of L. plantarum L125. From the outer to inner circle, the information is displayed as follows: genome size (black), forward strand CDS (orange), reverse strand CDS (blue), pseudogenes (green), tRNA genes (red), GC content, GC skew.
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Figure 2. Neighbor-joining phylogenetic tree of L. plantarum L125 and 21 potential probiotic L. plantarum strains based on orthologous genes. The tree was constructed using 1000 bootstrap replicates, calculated by MEGAX (version 10.1.8). The red arrow indicates the position of L. plantarum L125 in the phylogenetic tree.
Figure 2. Neighbor-joining phylogenetic tree of L. plantarum L125 and 21 potential probiotic L. plantarum strains based on orthologous genes. The tree was constructed using 1000 bootstrap replicates, calculated by MEGAX (version 10.1.8). The red arrow indicates the position of L. plantarum L125 in the phylogenetic tree.
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Figure 3. (A) Average Nucleotide Identity (ANI) matrix and similarity scores between the coding regions of L. plantarum L125 and the 21 L. plantarum strains. (B) L. plantarum L125 strain-specific genes, compared to the 21 L. plantarum strains, assigned to Clusters of Orthologous Groups (COGs) functional categories. “Function Unknown (S)” and “General Function Prediction only (R)” are depicted in the category termed “Poorly Characterized”.
Figure 3. (A) Average Nucleotide Identity (ANI) matrix and similarity scores between the coding regions of L. plantarum L125 and the 21 L. plantarum strains. (B) L. plantarum L125 strain-specific genes, compared to the 21 L. plantarum strains, assigned to Clusters of Orthologous Groups (COGs) functional categories. “Function Unknown (S)” and “General Function Prediction only (R)” are depicted in the category termed “Poorly Characterized”.
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Figure 4. Comparison of the percentage of genes assigned to the COG functional categories of L. plantarum L125 (Brown bars) and of the 21 L. plantarum strains (Yellow bars). For each one of the 21 L. plantarum strains, the percentage of genes for each COG functional category was determined, and average values were calculated (Yellow bars). The values are depicted as mean ± standard deviation.
Figure 4. Comparison of the percentage of genes assigned to the COG functional categories of L. plantarum L125 (Brown bars) and of the 21 L. plantarum strains (Yellow bars). For each one of the 21 L. plantarum strains, the percentage of genes for each COG functional category was determined, and average values were calculated (Yellow bars). The values are depicted as mean ± standard deviation.
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Figure 5. KEGG profiles comparison between L. plantarum L125 (Brown bars) and 21 L. plantarum strains (Yellow bars). For each one of the 21 L. plantarum strains, the number of genes in each KEGG functional category was determined, and average values were calculated (Yellow bars). The values are depicted as mean ± standard deviation.
Figure 5. KEGG profiles comparison between L. plantarum L125 (Brown bars) and 21 L. plantarum strains (Yellow bars). For each one of the 21 L. plantarum strains, the number of genes in each KEGG functional category was determined, and average values were calculated (Yellow bars). The values are depicted as mean ± standard deviation.
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Figure 6. Detailed comparison of genes inside the pln locus (plnABCD, plnEFI and plnGHSTUVW operons) between L. plantarum L125 and L. plantarum WCFCS1. Black dashed lines represent pseudogenes, while black hyphens indicate gene absence. Protein identities are also indicated.
Figure 6. Detailed comparison of genes inside the pln locus (plnABCD, plnEFI and plnGHSTUVW operons) between L. plantarum L125 and L. plantarum WCFCS1. Black dashed lines represent pseudogenes, while black hyphens indicate gene absence. Protein identities are also indicated.
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Figure 7. Time- and dose-dependent anti-proliferative, anti-clonogenic and anti-migration activity of L. plantarum L125-derived CFCS against the human adenocarcinoma cell line, HT-29. L. rhamnosus GG was used as a reference. The SRB colorimetric assay was used to evaluate the anti-proliferative activity of undiluted (A,C) or diluted at a ratio of 1:2 (B,D) L. plantarum L125 or L. rhamnosus GG-derived CFCS, after 24 (A,B) or 48 (C,D) hour treatments. (E) Representative photos of the colony formation assay results, showing the anti-clonogenic potential of undiluted L. plantarum L125 and L. rhamnosus GG CFCS after 48 h treatments. (F) Quantitative results of the colony formation assay for the reference and tested strain. (G) The anti-migration capacity of L. plantarum L125- or L. rhamnosus GG-derived CFCS, evaluated by the wound healing assay. Photos were taken at 0, 24 and 48 h post-incubation with undiluted CFCS. Scale bar, 100 μm. Data are presented as the mean ± standard deviation. * p < 0.05, ** p < 0.001 compared to control, untreated cells.
Figure 7. Time- and dose-dependent anti-proliferative, anti-clonogenic and anti-migration activity of L. plantarum L125-derived CFCS against the human adenocarcinoma cell line, HT-29. L. rhamnosus GG was used as a reference. The SRB colorimetric assay was used to evaluate the anti-proliferative activity of undiluted (A,C) or diluted at a ratio of 1:2 (B,D) L. plantarum L125 or L. rhamnosus GG-derived CFCS, after 24 (A,B) or 48 (C,D) hour treatments. (E) Representative photos of the colony formation assay results, showing the anti-clonogenic potential of undiluted L. plantarum L125 and L. rhamnosus GG CFCS after 48 h treatments. (F) Quantitative results of the colony formation assay for the reference and tested strain. (G) The anti-migration capacity of L. plantarum L125- or L. rhamnosus GG-derived CFCS, evaluated by the wound healing assay. Photos were taken at 0, 24 and 48 h post-incubation with undiluted CFCS. Scale bar, 100 μm. Data are presented as the mean ± standard deviation. * p < 0.05, ** p < 0.001 compared to control, untreated cells.
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Table
Table 1. L. plantarum L125 genome features.
Table 1. L. plantarum L125 genome features.
AttributeValues
Genome Size (bp)3,354,135
GC content (%)44.34
Total Genes3220
CDS (protein)3024
Pseudogenes126
tRNA genes62
rRNA genes4
ncRNA genes4
Table
Table 2. List of proteins encoded by L. plantarum L125, involved in stress response and host–microbe interactions.
Table 2. List of proteins encoded by L. plantarum L125, involved in stress response and host–microbe interactions.
Locus TagDescriptionRole
LP125_003204cation:proton antiporterGI tract survival
LP125_001869PBP1A family penicillin-binding proteinGI tract survival
LP125_002196D-alanine--poly(phosphoribitol) ligase subunit DltAAcid tolerance
LP125_002199D-alanyl-lipoteichoic acid biosynthesis protein DltDAcid tolerance
LP125_001705glutamate decarboxylaseAcid tolerance
LP125_000817F0F1 ATP synthase subunit epsilonAcid tolerance
LP125_000818F0F1 ATP synthase subunit betaAcid tolerance
LP125_000819F0F1 ATP synthase subunit gammaAcid tolerance
LP125_000820F0F1 ATP synthase subunit alphaAcid tolerance
LP125_000821F0F1 ATP synthase subunit deltaAcid tolerance
LP125_000822F0F1 ATP synthase subunit BAcid tolerance
LP125_000823F0F1 ATP synthase subunit CAcid tolerance
LP125_000824F0F1 ATP synthase subunit AAcid tolerance
LP125_003090choloylglycine hydrolase family proteinBile Resistance
LP125_000497choloylglycine hydrolase family proteinBile Resistance
LP125_000993linear amide C-N hydrolaseBile Resistance
LP125_001391LPXTG cell wall anchor domain-containing proteinCell surface protein
LP125_001882LPXTG cell wall anchor domain-containing proteinCell surface protein
LP125_001897LPXTG cell wall anchor domain-containing proteinCell surface protein
LP125_003116LPXTG cell wall anchor domain-containing proteinCell surface protein
LP125_000218LPXTG cell wall anchor domain-containing proteinCell surface protein
LP125_001232LPXTG cell wall anchor domain-containing proteinCell surface protein
LP125_000997collagen binding proteinAdhesion
LP125_002620MucBP domain-containing proteinAdhesion
LP125_000275MucBP domain-containing proteinAdhesion
LP125_000616MucBP domain-containing proteinAdhesion
LP125_002390NFACT family proteinAdhesion
LP125_000010NFACT family proteinAdhesion
LP125_002930elongation factor tuAdhesion
LP125_002193molecular chaperone DnaJHeat Stress
LP125_002192molecular chaperone DnaKHeat Stress
LP125_002191nucleotide exchange factor GrpEHeat Stress
LP125_001567chaperonin GroELHeat Stress
LP125_001568co-chaperone GroESHeat Stress
LP125_002661cold-shock proteinCold Stress
LP125_002795cold-shock proteinCold Stress
LP125_003063cold-shock proteinCold Stress
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Tegopoulos, K.; Stergiou, O.S.; Kiousi, D.E.; Tsifintaris, M.; Koletsou, E.; Papageorgiou, A.C.; Argyri, A.A.; Chorianopoulos, N.; Galanis, A.; Kolovos, P. Genomic and Phylogenetic Analysis of Lactiplantibacillus plantarum L125, and Evaluation of Its Anti-Proliferative and Cytotoxic Activity in Cancer Cells. Biomedicines 2021, 9, 1718. https://doi.org/10.3390/biomedicines9111718

AMA Style

Tegopoulos K, Stergiou OS, Kiousi DE, Tsifintaris M, Koletsou E, Papageorgiou AC, Argyri AA, Chorianopoulos N, Galanis A, Kolovos P. Genomic and Phylogenetic Analysis of Lactiplantibacillus plantarum L125, and Evaluation of Its Anti-Proliferative and Cytotoxic Activity in Cancer Cells. Biomedicines. 2021; 9(11):1718. https://doi.org/10.3390/biomedicines9111718

Chicago/Turabian Style

Tegopoulos, Konstantinos, Odysseas Sotirios Stergiou, Despoina Eugenia Kiousi, Margaritis Tsifintaris, Ellie Koletsou, Aristotelis C. Papageorgiou, Anthoula A. Argyri, Nikos Chorianopoulos, Alex Galanis, and Petros Kolovos. 2021. "Genomic and Phylogenetic Analysis of Lactiplantibacillus plantarum L125, and Evaluation of Its Anti-Proliferative and Cytotoxic Activity in Cancer Cells" Biomedicines 9, no. 11: 1718. https://doi.org/10.3390/biomedicines9111718

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