Research Article | Open Access
Comparative Genomic Analysis of Lactobacillus plantarum: An Overview
Background. Lactobacillus plantarum is widely used in the manufacture of dairy products, fermented foods, and bacteriocins. The genomes of the strains contain multiple genes which may have been acquired by horizontal gene transfer. Many of these genes are important for the regulation, metabolism, and transport of various sugars; however, other genes may carry and spread virulence and antibiotic resistance determinants. In this way, monitoring these genomes is essential to the manufacture of food. In this study, we aim to provide an overview of the genomic properties of L. plantarum based on approaches of comparative genomics. Results. The finding of the current study indicates that the core genome of L. plantarum presents 1425 protein-coding genes and is mostly related to the metabolic process. The accessory genome has on average 1320 genes that encodes protein involved in processes as the formation of bacteriocins, degradation of halogen, arsenic detoxification, and nisin resistance. Most of the strains show an ancestral synteny, similar to the one described in the genomes of L. pentosus KCA1 and L. plantarum WCFS1. The lifestyle island analyses did not show a pattern of arrangement or gene content according to habitat. Conclusions. Our results suggest that there is a high rate of transfer of genetic material between the strains. We did not identify any virulence factors and antibiotic resistance genes on the genomes. Thus, the strains may be useful for the biotechnology, bioremediation, and production of bacteriocins. The potential applications are, however, restricted to particular strains.
Lactobacillus plantarum is a facultative heterofermentative lactic acid bacteria (LAB). It may obtain energy from different sugars, and it occupies an adaptive nutrient-rich niche such as gastrointestinal, vaginal, and urogenital tracts, vegetables, dairy products, and fermented foods [1–6]. This bacteria also carries relevant properties for not only the manufacture of a variety of food and wine but also vitamin production, bacteriocin, probiotic, antifungal, and potential anticaries agents [7–11]. In general, LAB has reduced genomes, but L. plantarum presents a larger genome with numerous genes, which have been acquired by horizontal gene transfer (HGT) mainly via mobile elements (prophages, plasmids, transposons, and integrons) [12, 13].
L. plantarum strains are capable of producing different antimicrobial compounds, such as hydrogen peroxide, organic acids (primarily lactic and acetic acid), antiaflatoxigenic, and bacteriocins [14–16]. The latter act against a wide range of bacterial pathogens, in the broad and narrow spectra [17, 18]. The plantaricins (or two-peptide bacteriocins) are usually produced by L. plantarum and include the plantaricins J51, JK, and EF [19–21].
Kleerebezem et al.  and Molenaar et al.  described in the L. plantarum WCFS1 genome a region known as the lifestyle island. It may have been acquired by HGT and is divided into two subregions of approximately 150 kb and 190 kb and contains several genes critical for the regulation, metabolism, and transport of sugars.
Mobile genetic elements are segments of DNA that can move within and between bacteria. They are potential disseminators of virulence factors and determinants of antibiotic resistance (AR). Several of these elements are found in the genomes of L. plantarum [23–27]; therefore, it is essential to screen these unwanted genes in the new strains. Previous studies have reported that AR genes have already been described in L. crispatus, L. gasseri, L. reuteri, and L. plantarum although their strains are considered safe in the United States through the Generally Recognized as Safe (GRAS) designation [28–35].
The aim of the paper is to provide an overview of the structural and genomic properties of L. plantarum genome strains available in the GenBank sequence database. We used complete genomes for avoiding the underestimation of gene content [36, 37]. The results show that the great majority of the mobile elements are Sha1 and Phig1 bacteriophages, originally isolated from L. plantarum [38, 39]. It suggests a high gene transfer rate between the strains. The outcomes also suggest a great potentiality in producing bacteriocins, except for the strains 16 and Zhang-LL. Therefore, the various applications of strains are unequivocal. In addition to their recognized applications, the strains may be useful to the pharmaceutical industry, in the bioremediation of halogenated pollutants and arsenic-rich soils.
2.1. Complete Genomes
The genome data was available in the NCBI (National Center for Biotechnology Information) (https://www.ncbi.nlm.nih.gov). Details regarding the identification and source of the samples used are in the additional file Table S1. Prokka version 1.12-beta  with the arguments kingdom Bacteria, and genus Lactobacillus was used for verifying the genome annotations.
2.2. Prediction of CRISPR Sequences and Mobile Elements
CRISPR sequences, mobile elements, genomic islands, and resistance genes were obtained via CRISPRFinder (http://crispr.i2bc.paris-saclay.fr/Server/) and PHAge Search Tool Enhanced Release (PHASTER) (http://phaster.ca) [40, 41] under the references intact , questionable score 70-90, and incomplete .
CARD (Comprehensive Antibiotic Resistance Database) (http://arpcard.mcmaster.ca/) was used to predict the resistome under the BLAST (Basic Local Alignment Search Tool), and RGI (Resistance Gene Identifier) (under Perfect hit, rigorous hit alone, and Perfect, Strict, and Loose hit criteria) . The ResFinder 3.0 server (https://cge.cbs.dtu.dk/services/ResFinder/) was used to identify acquired antimicrobial resistance genes and/or chromosomal mutations .
BPGA (Bacterial Pan Genome Analysis) tool  version 1.3 was used to identify core, accessory, and unique protein families. It was also used to search for the presence or absence of genes, phylogenetic inference, and atypical GC content and for mapping gene functions based on COG (Clusters of Orthologous Groups of proteins). The orthologous clusters were generated via USEARCH 9.2.64 (identity cut %) . MUSCLE generated the alignments and the phylogenies , and gnuplot 4.6.6 (https://sourceforge.net/projects/gnuplot/files/latest/download source code freely distributed) was applied to plot the graphs .
2.4. Multiple Genome Alignment
Mauve, under progressiveMauve, was used to perform the synteny analyses and the multiple genome alignments (default setting) [48, 49]. L. pentosus KCA1 was used as the outgroup. Another analysis using the last subregion of the lifestyle island was also performed. In this, the value of minimal LCBs was equal to 1000.
3. Results and Discussion
3.1. Mobilome and Resistome
The results obtained via PHASTER showed that the sequences of bacteriophage origin have about 151 kb, i.e., about 48% of the size of the L. plantarum genomes. Bacteriophage proteins (DNA packaging protein, holin protein, lysin, tail, capsid, protease, terminase, and integrase) and hypothetical proteins were the most frequent (about 91%). The bacteriophages most encountered were Sha1 and Phig1, both isolated from L. plantarum [34, 35] as shown in Figure 1 and the additional file Table S2.
Nine of the 49 genomes display the CRISPR-Cas system (class 2, type II with four genes, cas9, cas1, cas2, and cns2, as found in Streptococcus thermophilus) . These strains are from fermented foods (LY-78, MF1298, ZS2058, and TS12), raw milk (LZ206 and LZ227), an environmental sample (CLP0611), faeces of a newborn (ZJ316), and a cell culture (CGMCC 1.557). Length of the CRISPR sequence varies from 300 to 2111 bp, and the number of CRISPR spacers was four to 31. The degenerate repeat DR-consensus (5-GTCTTGAATAGTAGTCATATCAAACAGGTTTAGAAC-3) was equally reported in the L. pentosus MP-10 and L. pentosus KCA1 genomes [51, 52]. Evaluation of the spacer sequences revealed several invasion events by Lactobacillus bacteriophages (from L. alimentarius DSM 20249, L. brevis 925A, and L. helveticus FAM8627) and mainly by L. plantarum bacteriophages. This result is consistent with what was obtained via PHASTER and suggests that the CRISPR-Cas system is not the primary defence against bacteriophage invasion (additional file: Table S3). According to Abriouel et al. , the presence of bacteriophages may provide some selective advantage to the bacterial cell, by helping in the fight against other prophage infections. The domestication of of mobile genetic elements, which is useful for different bacterial processes, has been described [53–56], and it may also be applied to Lactobacillus, including L. plantarum.
ResFinder, CARD, and PATRIC did not indicate potential antibiotic resistance or virulence determinants. Most L. plantarum strains have putative genes annotated as antibiotic resistance genes or a virulence factor (such as the putative formate acetyltransferase 3-ybiW gene or mdxE-maltodextrin ABC-transporter protein gene), but they seem to be only spurious partial hits , which may exert other cellular functions. AR genes were not detected in the plasmids, as well.
On average, the genomes present 2917 protein-coding genes, 1425 of which belong to the core genome. Most core orthologous groups (OGs) are related to metabolism. OG distribution in COG categories is shown in Figure 2. This result is not surprising, due to the lifestyle island [3, 4, 57]. Other important OGs from the core genome are protein-coding genes involved in the synthesis of exopolysaccharides (EPS), histidine protein kinase (HPK), L-2-haloacid dehalogenase, sortase A (srtA), and fibrinogen-binding. They are essential genes to the synthesis of plantaricin and degradation of halogenated compounds and for host-bacterial interaction [58–64].
Hpk6, hpk7, and hpk11 proteins, belonging to histidine protein kinase (HPK), have a regulatory function in the synthesis of plantaricins and are therefore crucial to the strains . The deh gene encodes an L-2-haloacid dehalogenase, an enzyme that degrades halogenated compounds present in drugs and environmental pollutants such as chlorobenzene, chlorocyclohexane, chloroalkane, and chloroalkene . This enzyme presents applications in chemical industries, bioremediation, and sustainable chemistry [60, 61]. Results obtained for the pan-genome are shown in the additional file Table S4.
Genome analysis indicates that an efficient system for arsenic detoxification is restricted to L. plantarum WCFS1. This mechanism is regulated by the arsR gene and depends on ArsD, ArsA, and ArsB proteins [12, 65]. The other strains contain only arsC and arsR genes, and therefore, they have the arsenic partial detoxification .
The nisin (nsr) gene is found in all strains analyzed in this study but encodes a protein truncated in ten strains (16, 5-2, JDM1, MF1298, p-8, ST-III, TMW 1.25, TMW 1.277, WCFS1, and ZJ316). In a similar way, Sun et al.  described in L. lactis a truncated nisin protein, with the activity reduced. Hence, it is expected that these strains also show a reduced nisin activity.
The production of vitamins in the food industry is greatly exploited by food biotechnology. However, L. plantarum is deficient in the production of vitamin B complex biotin (B7), niacin (B3), pantothenate (B5), and pyridoxine (B6) [67, 68]. But it produces large amounts of folate (B9) [69, 70]. Folate gene clusters are described by Kleerebezem et al.  in the L. plantarum WCFS1 genome. This cluster presents nine genes (folA, folB, folC1, folC2, folD, folE, folK, folP, and folQ) identified in the core genome of all strains analyzed here. In contrast, the presence of the ribo genes (ribA, ribB, ribD, and ribH) required for riboflavin synthesis is restricted to ten strains (the ATCC 8014, JDM1, KC28, LPL-1, TMW 1.25, TMW 1.277, TMW 1.708, TMW 1.1623, X7021, and ST-III strains) originally isolated from food. Other strains present a rib operon incomplete and probably do not produce riboflavin .
Besides the production of nisin and vitamins, the monitoring of the production of biogenic amines (BA) by LAB is also of paramount importance to the food industry. BA, such as putrescine and spermidine, are nitrogen compounds formed during the decarboxylation of amino acids by bacteria . They are toxic when accumulated in food processing and storage, causing human health problems [73, 74]. In this way, the ability to produce large amounts of BA may be an obstacle to the use of some LAB. Alan et al.  monitored the ability of L. plantarum JDM1 to produce metabolites based on the decarboxylase test and its genic content. The authors concluded that the presence of the glutamate decarboxylase (gadB) gene is not enough to produce BA.
In this work, we observed that the gene encoding in the enzyme glutamate decarboxylase is common to all the strains analyzed. Another decarboxylase gene, panD (encoded 1-decarboxylase aspartate), was also found in the L. plantarum B21, L. plantarum TMW 1.708, and L. plantarum WCFS1 genomes. Based on genomic analysis, it is not possible to assess whether the amounts of BA produced are deleterious, but analyses in culture medium show that they are not [75, 76].
Only one plantaricin (pln) gene was identified in the core genome. This gene encodes a bacteriocin immunity protein with 88 amino acids (lp_2952 in reference genome WCFS1). Other genes are restricted to the accessory genome and unique gene families. The accessory genome has an average of 1320 OGs, mostly related to the phosphotransferase system (PTS) and biosynthesis of amino acids. PTS proteins transport substance into the cell, including carbohydrates. The sugar-specific transport of these proteins explains their greater genetic representation within the accessory genome of the L. plantarum strains.
A protein-coding gene involved in the export of bacteriocins, the bacteriocin ABC-transporter gene was found in most samples (except in the Asian strains GB-LP1, JBE490, LPL-1, LZ206, LZ227, Zhang-LL, and ZJ316). The mannose-specific adhesin (msa) gene also belongs to the accessory genome, being present in 22 strains extracted from different sources (fermented foods, flies, saliva, cell culture, faeces, environment, and probiotics). In addition, the collagen binding protein (cnaB) gene encodes an adhesion, likely related to colonisation and competition against pathogenic bacteria, an important feature of probiotic strains [77–79].
Phylogenetic trees obtained from the pan-genome and core genome are shown in Figures 3(a) and 3(b), respectively. The core genome tree recovered better the phylogenetic relationships between the strains (reference NCBI-Genome Tree Report: https://www.ncbi.nlm.nih.gov/genome/tree/1108?). In contrast, the pan-genome tree may show genomic novelties, such as the gaining of new genes by HGT [80, 81]. The monophyly of the strains extracted from flies and from potential probiotics was recovered in the phylogenetic trees. Two branches highlighted in Figure 3(a) indicate strains grouped according to the geographical location where they were isolated. L. plantarum LZ206, ZJ316, and LZ227 strains are from Hangzhou, China, and have the same GC content (45.2%). The milk strains LZ206 and LZ227 share a CRISPR spacer (AAACGTTCTATGCTTCGTTTCCTCAGCATC) and are also the final part of a 74.2 kb foreign fragment. This may suggest a shift of genetic material between them. The origin of the cluster formed by L. plantarum TMW 1.25+TMW 1.277 (monophyletic group), TMW 1.1623, and TMW 1.708 strains from Germany appears to be more complex than those of the other group. It has a similar CG content (between 45.2 and 45.4%) but does not have CRISPR sequences that could indicate recent invasions. Based on bacteriophage analysis, we were able to identify that the L. plantarum TMW 1.1623 strain partially shares with L. plantarum TMW 1.708 a 44.2 kb fragment (on positions 1129520 to 1173731), mainly containing the bacteriophage Lactob_Sha1 (35) and Lactob_JCL1032 (8), while with the L. plantarum TMW 1.25 and TMW 1.277 strains, it shares in a region of about 47.3 kb (positions 2074572-2121906), composed mainly of bacteriophages of the types Oenoco_phiS13 (16), Oenoco_phi9805 (15), and Lactob_Lj965 (14).
3.3. Bacteriocin Genes
Twenty-one strains present EF and JK plantaricin genes, which make up the pln cluster (formed by 25 genes). However, L. plantarum 16, L. plantarum C410L1, and L. plantarum subsp. plantarum p-8 strains have a frameshift in the plnE gene, and thus, the synthesis of EF plantaricin by them is questionable. These strains contain IS3 and IS256 insertion elements (IS) in the middle of the pln cluster, suggesting that IS may be related to the loss of function in the plnE gene. The bacteriocin genes present in the strains are shown in Figure 3(b).
Capy et al. , Schneider and Lenski , and Eraclio et al.  proposed that IS could have an adaptive function and play a significant role in the chromosomal rearrangement. This assertion is likely persuasive since IS and transposable elements can inactivate, insert, delete, or displace operons and gene cassettes, shifting the adaptive value of the microorganism within its habitat.
Protein-coding genes for class IIb bacteriocin, a lactobin A/cerein 7B protein, are restricted to CLP0611, JBE245, LPL-1, LY-78, Z227, and CGMCC 1.557 strains. PLNC8αβ genes expressed in L. plantarum NC8  were also found in the genomes of MF1298 (fermented sausage, Norway) and LZ206 (cow milk, China) strains. PLNC8αβ proved effective in controlling Porphyromonas gingivalis, a bacterium that causes periodontitis [85, 86]. Thus, products based on the LZ206 and MF1298 strains may be potentially useful for the treatment of periodontitis. LPL-1 presents pediocin PA-1 bacteriocins (class IIa), similar to that found in "Pediococcus acidilactici H".
The origin of some bacteriocins is attributed to defective bacteriophage proteins, such as the R-type pyocin related to the P2 bacteriophage, carotovoricin to tail-like bacteriocin, and monocins to TP901-1-like bacteriophage tails [87–90]. We found no evidence that bacteriocins are bacteriophage-derived proteins; however, these proteins may be important in rearrangement and environmental adaptation [72–74].
3.4. Multiple Genome Alignments
The genomic arrangement possesses small variations among strains, mainly in the lifestyle island (Figure 4). We also conducted a comparative analysis using the lifestyle island (lp_3131 to lp_3661 position genes, using L. plantarum WCFS1 as reference) [3, 4, 23, 91]. The analysis of this genomic region did not show a pattern associated with the habitat of the strains (Figure 5). Some arrangements were consistent with the phylogenetic relationship shown in Figure 3(b), for instance, L. plantarum ATCC 8014, DOMLa, and JDM1 strains, while other similar arrangements arose via HGT.
L. plantarum strains are potentially useful in biotechnology, bioremediation, and pharmaceutical products and in the manufacture of bacteriocins. None of the strains has antibiotic resistance genes or virulence factors. But the genomic screening of new strains is essential because the bacterial genomes are dynamic entities. HGT seems to play a large role on genomic innovations, and it may be related to the great adaptability of the L. plantarum to different ecological niches. In contrast, we found no evidence on the adaptive role of the lifestyle island.
|arsC gene:||Arsenate reductase gene|
|arsR gene:||Arsenical resistance operon transcriptional repressor gene|
|cnaB gene:||Collagen binding protein gene|
|deh gene:||L-2-haloacid dehalogenase gene|
|HGT:||Horizontal gene transfer|
|HPK:||Histidine protein kinase|
|LCBs:||Locally collinear blocks|
|msa gene:||Mannose-specific adhesin gene|
|nsr gene:||Nisin gene|
|pln gene:||Plantaricin gene|
|srtA gene:||Sortase A gene.|
The supporting data are enclosed as additional files.
Authors’ Information. This manuscript is part of the Ph.D. thesis of Eliane Evanovich from Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Pará.
Conflicts of Interest
The authors declare that they have no competing interests.
The authors read and approved the final manuscript.
Supplementary 1. Table S1: the table shows the description of the samples used in the manuscript.
Supplementary 2. Table S2: the characteristics of the phages found in the genomes.
Supplementary 3. CRISPR sequences present in the analyzed genomes.
Supplementary 4. Detailed information on the pan-genome analysis.
- S. Torriani, F. Clementi, M. Vancanneyt, B. Hoste, F. Dellaglio, and K. Kersters, “Differentiation of Lactobacillus plantarum, L. pentosus and L. paraplantarum species by RAPD-PCR and AFLP,” Systematic and Applied Microbiology, vol. 24, no. 4, pp. 554–560, 2001.
- E. A. Pfeiler and T. R. Klaenhammer, “The genomics of lactic acid bacteria,” Trends in Microbiology, vol. 15, no. 12, pp. 546–553, 2007.
- R. J. Siezen, V. A. Tzeneva, A. Castioni et al., “Phenotypic and genomic diversity of Lactobacillus plantarum strains isolated from various environmental niches,” Environmental Microbiology, vol. 12, no. 3, pp. 758–773, 2010.
- R. J. Siezen and J. E. T. van Hylckama Vlieg, “Genomic diversity and versatility of Lactobacillus plantarum, a natural metabolic engineer,” Microbial Cell Factories, vol. 10, article S3, Supplement 1, 2011.
- J. Wang, H. Ji, D. Zhang et al., “Assessment of probiotic properties of Lactobacillus plantarum ZLP001 isolated from gastrointestinal tract of weaning pigs,” African Journal of Biotechnology, vol. 10, no. 54, pp. 11303–11308, 2011.
- Y. Nami, N. Abdullah, B. Haghshenas, D. Radiah, R. Rosli, and A. Y. Khosroushahi, “Assessment of probiotic potential and anticancer activity of newly isolated vaginal bacterium Lactobacillus plantarum 5BL,” Microbiology and Immunology, vol. 58, no. 9, pp. 492–502, 2014.
- R. Tabasco, F. Sánchez-Patán, M. Monagas et al., “Effect of grape polyphenols on lactic acid bacteria and Bifidobacteria growth: resistance and metabolism,” Food Microbiology, vol. 28, no. 7, pp. 1345–1352, 2011.
- P. Fras, F. M. Campos, T. Hogg, and J. A. Couto, “Production of volatile phenols by Lactobacillus plantarum in wine conditions,” Biotechnology Letters, vol. 36, no. 2, pp. 281–285, 2014.
- E. J. Yang and H. C. Chang, “Purification of a new antifungal compound produced by Lactobacillus plantarum AF1 isolated from kimchi,” International Journal of Food Microbiology, vol. 139, no. 1-2, pp. 56–63, 2010.
- P. Li, Q. Zhou, and Q. Gu, “Complete genome sequence of Lactobacillus plantarum LZ227, a potential probiotic strain producing B-group vitamins,” Journal of Biotechnology, vol. 234, pp. 66–70, 2016.
- K. B. Ahn, J. B. Baik, O. Park, C. Yun, and S. H. Han, “Lactobacillus plantarum lipoteichoic acid inhibits biofilm formation of Streptococcus mutans,” PLoS One, vol. 13, no. 2, article e0192694, 2018.
- M. Kleerebezem, J. Boekhorst, R. van Kranenburg et al., “Complete genome sequence of Lactobacillus plantarum WCFS1,” Proceedings of the National Academy of Sciences of the United States of America, vol. 100, no. 4, pp. 1990–1995, 2003.
- J. C. Hubert and B. Kammerer, “Determination of chromosome size and number of rrn loci in Lactobacillus plantarum by pulsed-field gel electrophoresis,” FEMS Microbiology Letters, vol. 120, no. 1-2, pp. 51–56, 1994.
- J. M. Neal-McKinney, X. Lu, T. Duong et al., “Production of organic acids by probiotic lactobacilli can be used to reduce pathogen load in poultry,” PLoS One, vol. 7, no. 9, article e43928, 2012.
- O. Cortés-Zavaleta, A. López-Malo, A. Hernández-Mendoza, and H. S. García, “Antifungal activity of lactobacilli and its relationship with 3-phenyllactic acid production,” International Journal of Food Microbiology, vol. 173, pp. 30–35, 2014.
- A. Guimarães, A. Santiago, J. A. Teixeira, A. Venâncio, and L. Abrunhosa, “Anti-aflatoxigenic effect of organic acids produced by Lactobacillus plantarum,” International Journal of Food Microbiology, vol. 264, pp. 31–38, 2018.
- P. D. Cotter, C. Hill, and R. P. Ross, “Bacteriocins: developing innate immunity for food,” Nature Reviews. Microbiology, vol. 3, no. 10, pp. 777–788, 2005.
- F. Atassi and A. L. Servin, “Individual and co-operative roles of lactic acid and hydrogen peroxide in the killing activity of enteric strain Lactobacillus johnsonii NCC933 and vaginal strain Lactobacillus gasseri KS120.1 against enteric, uropathogenic and vaginosis-associated pathogens,” FEMS Microbiology Letters, vol. 304, no. 1, pp. 29–38, 2010.
- D.L. Turner, L. Brennan, H.E. Meyer et al., “Solution structure of plantaricin C, a novel lantibiotic,” European journal of biochemistry, vol. 264, no. 3, pp. 833–839, 1999.
- H. Zhang, L. Liu, Y. Hao et al., “Isolation and partial characterization of a bacteriocin produced by Lactobacillus plantarum BM-1 isolated from a traditionally fermented Chinese meat product,” Microbiology and Immunology, vol. 57, no. 11, pp. 746–755, 2013.
- H. A. Seddik, F. Bendali, F. Gancel, I. Fliss, G. Spano, and D. Drider, “Lactobacillus plantarum and Its probiotic and food potentialities,” Probiotics Antimicro Prot, vol. 9, no. 2, pp. 111–122, 2017.
- D. Molenaar, F. Bringel, F. H. Schuren, W. M. de Vos, R. J. Siezen, and M. Kleerebezem, “Exploring Lactobacillus plantarum genome diversity by using microarrays,” Journal of Bacteriology, vol. 187, no. 17, pp. 6119–6127, 2005.
- M. N. Alekshun and S. B. Levy, “Molecular mechanisms of antibacterial multidrug resistance,” Cell, vol. 128, no. 6, pp. 1037–1050, 2007.
- M. T. Holden, E. J. Feil, J. A. Lindsay et al., “Complete genomes of two clinical Staphylococcus aureus strains: evidence for the rapid evolution of virulence and drug resistance,” roceedings of the National Academy of Sciences of the United States of America, vol. 101, pp. 9786–9791, 2004.
- S. R. Partridge, G. Tsafnat, E. Coiera, and J. R. Iredell, “Gene cassettes and cassette arrays in mobile resistance integrons,” FEMS Microbiology Reviews, vol. 33, no. 4, pp. 757–784, 2009.
- M. Munoz-Lopez and J. L. Garcia-Perez, “DNA transposons: nature and applications in genomics,” Current Genomics, vol. 11, no. 2, pp. 115–128, 2010.
- T. Zhang, X. Zhang, and L. Ye, “Plasmid metagenome reveals high levels of antibiotic resistance genes and mobile genetic elements in activated sludge,” PLoS One, vol. 6, no. 10, article e26041, 2011.
- O. Cataloluk and B. Gogebakan, “Presence of drug resistance in intestinal lactobacilli of dairy and human origin in Turkey,” FEMS Microbiology Letters, vol. 236, no. 1, pp. 7–12, 2004.
- S. Kastner, V. Perreten, H. Bleuler, G. Hugenschmidt, C. Lacroix, and L. Meile, “Antibiotic susceptibility patterns and resistance genes of starter cultures and probiotic bacteria used in food,” Systematic and Applied Microbiology, vol. 29, no. 2, pp. 145–155, 2006.
- L. Drago, V. Rodighiero, R. Mattina, M. Toscano, and E. DE Vecchi, “In vitro selection and transferability of antibiotic resistance in the probiotic strain Lactobacillus reuteri DSM 17938,” Journal of Chemotherapy, vol. 23, no. 6, pp. 371–373, 2011.
- A. B. Flórez, M. Egervärn, M. Danielsen et al., “Susceptibility of Lactobacillus plantarum strains to six antibiotics and definition of new susceptibility resistance cutoff values,” Microbial Drug Resistance, vol. 12, no. 4, pp. 252–256, 2006.
- M. Danielsen, “Characterization of the tetracycline resistance plasmid pMD5057 from Lactobacillus plantarum 5057 reveals a composite structure,” Plasmid, vol. 48, no. 2, pp. 98–103, 2002.
- G. Huys, K. D'Haene, and J. Swings, “Genetic basis of tetracycline and minocycline resistance in potentially probiotic Lactobacillus plantarum strain CCUG 43738,” Antimicrobial Agents and Chemotherapy, vol. 50, no. 4, pp. 1550-1551, 2006.
- L. Jacobsen, A. Wilcks, K. Hammer, G. Huys, D. Gevers, and S. R. Andersen, “Horizontal transfer of tet(M) and erm(B) resistance plasmids from food strains of Lactobacillus plantarum to Enterococcus faecalis JH2-2 in the gastrointestinal tract of gnotobiotic rats,” FEMS Microbiology Ecology, vol. 59, no. 1, pp. 158–166, 2007.
- E. Branscomb and P. Predki, “On the high value of low standards,” Journal of Bacteriology, vol. 184, no. 23, pp. 6406–6409, 2002.
- S. N. Gardner, M. W. Lam, J. R. Smith, C. T. Torres, and T. R. Slezak, “Draft versus finished sequence data for DNA and protein diagnostic signature development,” Nucleic Acids Research, vol. 33, no. 18, pp. 5838–5850, 2005.
- B. H. Yoon, S. H. Jang, and H. Chang, “Sequence analysis of the Lactobacillus temperate phage Sha1,” Archives of Virology, vol. 156, no. 9, pp. 1681–1684, 2011.
- K. I. Kodaira, M. Oki, M. Kakikawa et al., “Genome structure of the Lactobacillus temperate phage φg1e: the whole genome sequence and the putative promoter/repressor system,” Gene, vol. 187, no. 1, pp. 45–53, 1997.
- M. Kakikawa, M. Oki, H. Tadokoro, S. Nakamura, A. Taketo, and K. Kodaira, “Cloning and nucleotide sequence of the major capsid proteins of Lactobacillus bacteriophage Φgle,” Gene, vol. 175, no. 1-2, pp. 157–165, 1996.
- T. Seemann, “Prokka: rapid prokaryotic genome annotation,” Bioinformatics, vol. 30, no. 14, pp. 2068-2069, 2014.
- I. Grissa, G. Vergnaud, and C. Pourcel, “CRISPRFinder: a web tool to identify clustered regularly interspaced short palindromic repeats,” Nucleic Acids Research, vol. 35, 2, pp. W52–W57, 2007.
- D. Arndt, A. Marcu, Y. Liang, and D. S. Wishart, “PHAST, PHASTER and PHASTEST: tools for finding prophage in bacterial genomes,” Briefings in Bioinformatics, no. article bbx121, 2017.
- B. Jia, A. R. Raphenya, B. Alcock et al., “CARD 2017: expansion and model-centric curation of the comprehensive antibiotic resistance database,” Nucleic Acids Research, vol. 45, no. D1, pp. D566–D573, 2017.
- N. M. Chaudhari, V. K. Gupta, and C. Dutta, “BPGA- an ultra-fast pan-genome analysis pipeline,” Scientific Reports, vol. 6, no. 1, p. 24373, 2016.
- R. C. Edgar, “Search and clustering orders of magnitude faster than BLAST,” Bioinformatics, vol. 26, no. 19, pp. 2460-2461, 2010.
- R. C. Edgar, “MUSCLE: multiple sequence alignment with high accuracy and high throughput,” Nucleic Acids Research, vol. 32, no. 5, pp. 1792–1797, 2004.
- T. Williams and C. Kelley, “Gnuplot 4.6.6. An interactive plotting program,” 2014, March 2018, http://www.gnuplot.info/docs_4.6/gnuplot.pdf.
- A. E. Darling, B. Mau, F. R. Blattner, and N. T. Perna, “Mauve: multiple alignment of conserved genomic sequence with rearrangements,” Genome Research, vol. 14, no. 7, pp. 1394–1403, 2004.
- A. E. Darling, B. Mau, and N. T. Perna, “ProgressiveMauve: multiple genome alignment with gene gain, loss and rearrangement,” PLoS One, vol. 5, no. 6, article e11147, 2010.
- G. Gasiunas, R. Barrangou, P. Horvath, and V. Siksnys, “Cas9–crRNA ribonucleoprotein complex mediates specific DNA cleavage for adaptive immunity in bacteria,” Proceedings of the National Academy of Sciences of the United States of America, vol. 109, no. 39, pp. E2579–E2586, 2012.
- H. Abriouel, B. Pérez Montoro, M. Casado Muñoz, C. W. Knapp, A. Gálvez, and N. Benomar, “In silico genomic insights into aspects of food safety and defense mechanisms of a potentially probiotic Lactobacillus pentosus MP-10 isolated from brines of naturally fermented Aloreña green table olives,” PLoS One, vol. 12, no. 6, article e0176801, 2017.
- K. C. Anukam, J. M. Macklaim, G. B. Gloor, G. Reid, and J. Boekhorst, “Genome sequence of Lactobacillus pentosus KCA1: vaginal isolate from a healthy premenopausal woman,” PLoS One, vol. 8, no. 3, article e59239, 2013.
- L. M. Bobay, M. Touchon, and E. P. Rocha, “Pervasive domestication of defective prophages by bacteria,” Proceedings of the National Academy of Sciences of the United States of America, vol. 111, no. 33, pp. 12127–12132, 2014.
- G. Edlin, L. Lin, and R. Bitner, “Reproductive fitness of P1, P2, and Mu lysogens of Escherichia coli,” Journal of Virology, vol. 21, no. 2, pp. 560–564, 1977.
- J. Gödeke, K. Paul, J. Lassak, and K. M. Thormann, “Phage-induced lysis enhances biofilm formation in Shewanella oneidensis MR-1,” The ISME Journal, vol. 5, no. 4, pp. 613–626, 2011.
- X. Wang, Y. Kim, Q. Ma et al., “Cryptic prophages help bacteria cope with adverse environments,” Nature Communications, vol. 1, no. 9, p. 147, 2010.
- M. E. Martino, J. R. Bayjanov, B. E. Caffrey et al., “Nomadic lifestyle of Lactobacillus plantarum revealed by comparative genomics of 54 strains isolated from different habitats,” Environmental Microbiology, vol. 18, no. 12, pp. 4974–4989, 2016.
- G. S. Cho, M. Huch, A. Hanak, W. H. Holzapfel, and C. M. Franz, “Genetic analysis of the plantaricin EFI locus of Lactobacillus plantarum PCS20 reveals an unusual plantaricin E gene sequence as a result of mutation,” International Journal of Food Microbiology, vol. 141, pp. S117–S124, 2010.
- G. Dirix, P. Monsieurs, B. Dombrecht et al., “Peptide signal molecules and bacteriocins in gram-negative bacteria: a genome-wide in silico screening for peptides containing a double-glycine leader sequence and their cognate transporters,” Peptides, vol. 25, no. 9, pp. 1425–1440, 2004.
- T. Kurihara and N. Esaki, “Bacterial hydrolytic dehalogenases and related enzymes: occurrences, reaction mechanisms, and applications,” Chemical Record, vol. 8, no. 2, pp. 67–74, 2008.
- K. Furukawa, “Oxygenases and dehalogenases: molecular approaches to efficient degradation of chlorinated environmental pollutants,” Bioscience, Biotechnology, and Biochemistry, vol. 70, no. 10, pp. 2335–2348, 2006.
- Y. Wang, X. Cao, Y. Feng, and S. Xue, “Environment-induced conformational and functional changes of l-2-haloacid dehalogenase,” Journal of Bioscience and Bioengineering, vol. 121, no. 5, pp. 491–496, 2016.
- Y. Wang, Y. Feng, X. Cao, Y. Liu, and S. Xue, “Insights into the molecular mechanism of dehalogenation catalyzed by D-2-haloacid dehalogenase from crystal structures,” Scientific Reports, vol. 8, no. 1, p. 1454, 2018.
- B. P. Rosen, “Biochemistry of arsenic detoxification,” FEBS Letters, vol. 529, no. 1, pp. 86–92, 2002.
- R. Van Kranenburg, N. Golic, R. Bongers et al., “Functional analysis of three plasmids from Lactobacillus plantarum,” Applied and Environmental Microbiology, vol. 71, no. 3, pp. 1223–1230, 2005.
- Z. Sun, J. Zhong, X. Liang, J. Liu, X. Chen, and L. Huan, “Novel mechanism for nisin resistance via proteolytic degradation of nisin by the nisin resistance protein NSR,” Antimicrobial Agents and Chemotherapy, vol. 53, no. 5, pp. 1964–1973, 2009.
- O. Kandler and N. Weiss, “Genus Lactobacillus Beijerinck 1901, 212AL,” in Bergey’s Manual of Systematic Bacteriology, P. H. A. Sneath, N. S. Mair, M. E. Sharpe, and J. G. Holt, Eds., vol. 2, pp. 1209–1234, Williams & Wilkins, Baltimore, 1986.
- O. V. Ledesma, A. P. De Ruiz Holgado, G. Oliver, G. S. De Giori, P. Raibaud, and J. V. Galpin, “A synthetic medium for comparative nutritional studies of Lactobacilli,” Journal of Applied Bacteriology, vol. 42, no. 1, pp. 123–133, 1977.
- A. Wegkamp, A. E. Mars, M. Faijes et al., “Physiological responses to folate overproduction in Lactobacillus plantarum WCFS1,” Microbial Cell Factories, vol. 9, no. 1, p. 100, 2010.
- M. Masuda, M. Ide, H. Utsumi, T. Niiro, Y. Shimamura, and M. Murata, “Production potency of folate, vitamin B12, and thiamine by lactic acid bacteria isolated from Japanese pickles,” Bioscience, Biotechnology, and Biochemistry, vol. 76, no. 11, pp. 2061–2067, 2012.
- C. Burgess, M. O’Connell-Motherway, W. Sybesma, J. Hugenholtz, and D. van Sinderen, “Riboflavin production in Lactococcus lactis: potential for in situ production of vitamin-enriched foods,” Applied and Environmental Microbiology, vol. 70, no. 10, pp. 5769–5777, 2004.
- M. V. Moreno-Arribas, M. C. Polo, F. Jorganes, and R. Munoz, “Screening of biogenic amine production by lactic acid bacteria isolated from grape must and wine,” International Journal of Food Microbiology, vol. 84, no. 1, pp. 117–123, 2003.
- V. Capozzi, P. Russo, V. Ladero et al., “Biogenic amines degradation by Lactobacillus plantarum: toward a potential application in wine,” Frontiers in Microbiology, vol. 3, p. 122, 2012.
- Z. Y. Zhang, C. Liu, Y. Z. Zhu et al., “Safety assessment of Lactobacillus plantarum JDM1 based on the complete genome,” International Journal of Food Microbiology, vol. 153, no. 1-2, pp. 166–170, 2012.
- Y. Alan, Z. Topalcengiz, and M. Dığrak, “Biogenic amine and fermentation metabolite production assessments of Lactobacillus plantarum isolates for naturally fermented pickles,” LWT - Food Science and Technology, vol. 98, pp. 322–328, 2018.
- Y. C. Lee, H. F. Kung, Y. L. Huang, C. H. Wu, Y. R. Huang, and Y. H. Tsai, “Reduction of biogenic amines during miso fermentation by Lactobacillus plantarum as a starter culture,” Journal of Food Protection, vol. 79, no. 9, pp. 1556–1561, 2016.
- A. K. Yadav, A. Tyagi, J. K. Kaushik, A. C. Saklani, S. Grover, and V. K. Batish, “Role of surface layer collagen binding protein from indigenous Lactobacillus plantarum 91 in adhesion and its anti-adhesion potential against gut pathogen,” Microbiological Research, vol. 168, no. 10, pp. 639–645, 2013.
- D. Muñoz-Provencio, G. Pérez-Martínez, and V. Monedero, “Characterization of a fibronectin-binding protein from Lactobacillus casei BL23,” Journal of Applied Microbiology, vol. 108, no. 3, pp. 1050–1059, 2010.
- D. Muñoz-Provencio and V. Monedero, “Shotgun phage display of Lactobacillus casei BL23 against collagen and fibronectin,” Journal of Microbiology and Biotechnology, vol. 21, no. 2, pp. 197–203, 2011.
- E. Mira, A. B. Martín-Cuadeado, G. D'Auria, and F. Rodrígues-Valera, “The bacterial pan-genome: a new paradigm in microbiology,” International Microbiology, vol. 13, pp. 45–57, 2010.
- L. D. Alcaraz, “Pan-genomics: unmasking the gene diversity hidden in the bacteria species,” PeerJ PrePrints, vol. 2, 2014.
- P. Capy, G. Gasperi, C. Biémont, and C. Bazin, “Stress and transposable elements: co-evolution or useful parasites?” Heredity, vol. 85, no. 2, pp. 101–106, 2000.
- D. Schneider and R. E. Lenski, “Dynamics of insertion sequence elements during experimental evolution of bacteria,” Research in Microbiology, vol. 155, no. 5, pp. 319–327, 2004.
- G. Eraclio, G. Ricci, and M. G. Fortina, “Insertion sequence elements in Lactococcus garvieae,” Gene, vol. 555, no. 2, pp. 291–296, 2015.
- H. Khalaf, S. S. Nakka, C. Sandén et al., “Antibacterial effects of Lactobacillus and bacteriocin PLNC8 αβ on the periodontal pathogen Porphyromonas gingivalis,” BMC Microbiology, vol. 16, no. 1, p. 188, 2016.
- A. Maldonado, J. L. Ruiz-Barba, and R. Jimenez-Diaz, “Purification and genetic characterization of plantaricin NC8, a novel coculture-inducible two-peptide bacteriocin from Lactobacillus plantarum NC8,” Applied and Environmental Microbiology, vol. 69, no. 1, pp. 383–389, 2003.
- S. J. Labrie, J. Samson, and S. Moineau, “Bacteriophage resistance mechanisms,” Nature Reviews Microbiology, vol. 8, no. 5, pp. 317–327, 2010.
- K. Nakayama, K. Takashima, H. Ishihara et al., “The R-type pyocin of Pseudomonas aeruginosa is related to P2 phage, and the F-type is related to lambda phage,” Molecular Microbiology, vol. 38, no. 2, pp. 213–231, 2000.
- K. Yamada, M. Hirota, Y. Niimi et al., “Nucleotide sequences and organization of the genes for carotovoricin (Ctv) from Erwinia carotovora indicate that Ctv evolved from the same ancestor as Salmonella typhi prophage,” Bioscience, Biotechnology, and Biochemistry, vol. 70, no. 9, pp. 2236–2247, 2006.
- G. Lee, U. Chakraborty, D. Gebhart, G. R. Govoni, Z. H. Zhou, and D. Scholl, “F-type bacteriocins of Listeria monocytogenes: a new class of phage tail-like structures reveals broad parallel coevolution between tailed bacteriophages and high-molecular-weight bacteriocins,” Journal of Bacteriology, vol. 198, no. 20, pp. 2784–2793, 2016.
- M. Van den Nieuwboer, S. van Hemert, E. Claassen, and W. M. de Vos, “Lactobacillus plantarum WCFS1 and its host interaction: a dozen years after the genome,” Microbial Biotechnology, vol. 9, no. 4, pp. 452–465, 2016.
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