Jaeyoung Heo1, Donghyun Shin2, Sung Yong Chang3, Paul Bogere4, Mi Ri Park3, Sangdon Ryu3, Woong Ji Lee3, Bohyun Yun3, Hak Kyo Lee2, Younghoon Kim3, Sangnam Oh5. 1. International Agricultural Development and Cooperation Center, Chonbuk National University, Jeonju 54896, Korea. 2. Department of Animal Biotechnology, Chonbuk National University, Jeonju 54896, Korea. 3. Department of Animal Science and Institute of Milk Genomics, Chonbuk National University, Jeonju 54896, Korea. 4. Graduate School of Agricultural Convergence Technology, Chonbuk National University, Jeonju 54896, Korea. 5. Department of Functional Food and Biotechnology, Jeonju University, Jeonju 55069, Korea.
Abstract
In the current study, the probiotic potential of approximately 250 strains of lactic acid bacteria (LAB) isolated from piglet fecal samples were investigated; among them Lactobacillus plantarum strain JDFM LP11, which possesses significant probiotic potential, with enhanced acid/bile tolerance, attachment to porcine intestinal epithelial cells (IPEC-J2), and antimicrobial activity. The genetic characteristics of strain JDFM LP11 were explored by performing whole genome sequencing (WGS) using a PacBio system. The circular draft genome have a total length of 3,206,883 bp and a total of 3,021 coding sequences were identified. Phylogenetically, three genes, possibly related to survival and metabolic activity in the porcine host, were identified. These genes encode p60, lichenan permease IIC component, and protein TsgA, which are a putative endopeptidase, a component of the phosphotransferase system (PTS), and a major facilitator in the gut environment, respectively. Our findings suggest that understanding the functional and genetic characteristics of L. plantarum strain JDFM LP11, with its candidate genes for gut health, could provide new opportunities and insights into applications in the animal food and feed additive industries.
In the current study, the probiotic potential of approximately 250 strains of lactic acid bacteria (LAB) isolated from piglet fecal samples were investigated; among them Lactobacillus plantarum strain JDFM LP11, which possesses significant probiotic potential, with enhanced acid/bile tolerance, attachment to porcine intestinal epithelial cells (IPEC-J2), and antimicrobial activity. The genetic characteristics of strain JDFM LP11 were explored by performing whole genome sequencing (WGS) using a PacBio system. The circular draft genome have a total length of 3,206,883 bp and a total of 3,021 coding sequences were identified. Phylogenetically, three genes, possibly related to survival and metabolic activity in the porcine host, were identified. These genes encode p60, lichenan permease IIC component, and protein TsgA, which are a putative endopeptidase, a component of the phosphotransferase system (PTS), and a major facilitator in the gut environment, respectively. Our findings suggest that understanding the functional and genetic characteristics of L. plantarum strain JDFM LP11, with its candidate genes for gut health, could provide new opportunities and insights into applications in the animal food and feed additive industries.
Entities:
Keywords:
L. plantarum; genome analysis; gut health; probiotics
It is established that lactic acid bacteria (LAB) are generally recognized as safe
(GRAS) and primarily responsible for the fermentation of food and feed (FAO/WHO, 2002; Sornplang and Piyadeatsoontorn, 2016). As probiotic bacteria, LAB
benefit the host by improving the balance of the gut microbial community as well as
by providing immunomodulatory effects (Fuller,
1989; Song et al., 2015). In
recent years, interest in host health-promoting effects of probiotics has been
growing and, as a result, various probiotic products have been developed aimed at
improving the health of humans and animals (Heller,
2001).Lactobacillus is a well characterized genus of the LAB group
composed of various species (Claesson et al.,
2008). Numerous studies have demonstrated the probiotic potential of
various lactobacilli (Ouwehand et al., 2002).
Even though there has been a long history of their safe consumption in traditional
foods, several criteria should be examined before they are used as probiotic agents
or in industrial-grade food products. Probiotic lactobacilli should be resistant to
gastric and bile acids, and also colonize the intestinal and/or genital mucosa to
persist in the gastrointestinal (GI) tract (Lee et
al., 2011). Lactobacilli have been shown to inhibit pathogenic bacteria
such as Escherichia coli, Listeria monocytogenes, Salmonella spp.,
and others. In addition, clinically proven health effects have been reported for
lactobacilli, such as cholesterol reduction, diarrhea prevention, reduction of
lactose intolerance symptoms, anticancer effects and immunomodulatory effects, all
of which are considered functional criteria for probiotic applications (Gareau et al., 2010). Among the lactobacilli,
L. acidophilus and L. plantarum are natural
and major inhabitants of the GI tract that are often isolated from human and animal
biological samples (López-Huertas,
2015). These species have been previously reported to have different
probiotic properties (Balasingham et al.,
2017); however, their genomes are not yet fully investigated with regard to
supporting and elucidating their functionality.Caenorhabditis elegans as a model system for screening probiotic
bacteria has a number of practical advantages; screening is easy to perform, rapid,
low cost, and can be scaled up. The body of this nematode is transparent, allowing
clear observation of all cells in mature and developing animals (Leung et al., 2008). More importantly,
C. elegans has intestinal cells that are similar in structure
to human intestinal cells (McGhee, 2007).
Recently, our group successfully isolated health-promoting probiotics using
C. elegans and we employed a host model in this study to screen
potential probiotic bacteria from porcine fecal samples.The probiotic activity of newly isolated lactobacilli from pig fecal samples was
characterized, including acid tolerance, bile tolerance, and adhesion to porcine
intestinal epithelial cells. Some of the tested strains exhibited antimicrobial
activity and were able to survive for extended periods in a C.
elegans host organism. In addition, we determined the complete genome
of the L. plantarum strain JDFM LP11, providing genomic evidence
for the observed functional activities. The results of this combined analysis
demonstrate that the newly identified L. plantarum strain JDFM LP11
hold promise for use as probiotic functional food additives.
Materials and Methods
Bacterial isolation
LAB stains were isolated from fecal samples of healthy piglets (Doozy Farm,
Jeollabuk-Do, Korea). Ten grams of fecal sample were diluted in 45 mL L-cysteine
solution (8.5 g NaCl, 0.5 g L-cysteine, 1 L distilled water) and plated on de
Man, Rogosa, and Sharpe, 0.004% bromocresol purple (MRS-BCP) agar at 37°C
for 48 h. Yellow single colonies were selected randomly, sub-cultured in MRS
broth, and re-streaked onto MRS agar to ensure purity. Basic assays such as Gram
staining and catalase tests were performed according to Bergey's Manual of
Determinative Bacteriology (Buchanan and Gibbons,
1974). All isolated LAB were maintained at –80°C in MRS
broth containing glycerol solution for further studies. All strains were
sub-cultured three times prior to experimental analysis.
Attachment and lifespan using C. elegans
The C. elegans strain used in this study was CF512
fer-15(b26)II;fem-1(hc17)IV (Kim and Mylonakis, 2012). It was routinely maintained on
nematode growth medium (NGM) plates seeded with E. coliOP50 as
described previously (Brenner, 1974). In
order to evaluate whether the probiotic candidates had an effect on host
lifespan, nematode lifespan was measured according to previously described
methods (Aballay et al., 2000; Garigan et al., 2002) with modifications.
Groups of twenty worms were exposed to each probiotic candidate on NGM plates
and the numbers of live worms were scored every day. To correctly determine
scores, worms were transferred to fresh plates every three days. A worm was
regarded as dead when it failed to respond to a gentle touch. All C.
elegans were cultured at 25°C. In addition, to screen for
colonization of the C. elegans intestinal tract, the numbers of
bacterial cells in worm intestines were measured according to previously
described methods with slight modifications (Garsin et al., 2001). Following exposure of C.
elegans to individual probiotic candidates on NGM plates containing
nystatin (5 μg/mL) for five days, ten worms were picked at random, washed
twice in M9 buffer, and placed on brain heart infusion (BHI) plates containing
both kanamycin (100 μg/mL) and streptomycin (100 μg/mL). These
plates were exposed to 5 μL gentamicin solution (25 μg/mL) for 5
min, and results were compared to L. rhamnosus GG as a positive
control. Subsequently, worms were washed five times with M9 buffer, transferred
into a 1.5 mL Eppendorf tube containing M9 buffer with 1% Triton X-100, and
mechanically disrupted using a pestle (Kontes, Vineland, NJ). The resulting
diluted worm lysates were plated on modified MRS (pH 5.0) agar and incubated at
37°C for 48 h.
pH and bile tolerance
Tolerance to low pH and bile content was assessed as described by Jacobsen et al.
(1999), with minor modifications. The ability of the strains to grow at low pH
was evaluated in acidified MRS broth (final pH 2.5) containing 1,000 unit/mL of
pepsin (Sigma, St. Louis, MO, USA). The tolerance of the strains to bile was
determined in MRS broth containing 0.5% oxgall (Sigma, USA). Ten milliliters of
each modified MRS was inoculated with a bacterial suspension to a final cell
concentration of approximately 1.0×107 CFU/mL. Acid tolerance
was evaluated by measuring survival after 3 h-incubation at 37°C. Bile
tolerance was evaluated by measuring survival after 24 h-incubation at
37°C.
Adhesion assay using intestinal epithelial cells
The ability of the strains to adhere to porcine epithelial cells was investigated
according to the method of Kim et al. (2009) with slight modification.
Monolayers of intestinal porcine epithelial cell lines IPEC-J2, derived from pig
small intestine were prepared in RPMI-1640 medium (Sigma-Aldrich, St. Louis, Mo,
USA) supplemented with 10% fetal bovine serum (FBS) (Sigma-Aldrich, St. Louis,
Mo, USA) in 24-well tissue culture plates (BD Biosciences, San Jose, CA, USA) at
a concentration of 4×104 cells/well. The cells were incubated
with approximately 1×107 CFU/mL of the strain to be tested.
After 2 h-incubation at 37°C, the monolayers were washed six times with
PBS. Adherent bacteria were detached by repeatedly pipetting with chilled
sterile water, diluted in PBS solution and then counted on MRS agar plates.
Antimicrobial activity
The inhibitory effects of the lactobacilli on intestinal pathogens was measured
using an overlay method. Two representative porcine intestinal pathogens
including pathogenic E. coli and Salmonella
Typhimurium were used for the test. Bacteria were grown in Luria-Bertani (LB)
broth (Difco, USA) at 37°C for 18 h. Briefly, 10 μL aliquots of
overnight liquid cultures of LAB isolates were dropped onto fresh MRS agar
plates. Seeded plates were incubated at 37°C for 48 h and subsequently
overlaid by soft medium, containing 0.8% agar and inoculated with overnight
liquid cultures of pathogens which had been incubated for 18–24 h at
37°C. Inhibitory activity was observed as a zone of clearance around the
colony of the LAB isolate.
Identification using 16s rRNA sequencing
Chromosomal DNA from each strain was extracted and the 16S rRNA gene was
amplified using universal primers. The PCR primer sequences were as follows:
forward primer, 5´-AGAGTTTGATCCTGGCTCAG-3´; reverse primer,
5´-GGTTACCTTTGTTACGACTT-3´ (Bioneer, Korea). The thermal cycling
parameters were denaturation at 94°C for 5 min, followed by 30 cycles of
denaturation at 94°C for 1 min, annealing at
50°C–55°C for 1 min, polymerization at 72°C for 40
s, and a final polymerization step at 72°C for further 5 min. Amplified
products were purified for sequencing using a Gel Extraction Kit (Intron,
Korea). The sequences of the final products were analyzed using an ABI 377
automated DNA sequencer (Perkin Elmer, USA). Sequence homologies were examined
by comparing the obtained sequences with those in DNA databases (http://www.ncbi.nlm.nih.gov/BLAST).
Comparative genome analysis
Genomic DNA of the strain JDFM LP11 was obtained using an UltraClean Microbial
DNA Isolation Kit (MoBio, Carlsbad, CA, USA) as described in the
manufacturer’s protocol. The extracted DNA concentration and quality were
measured using an Optizen™ NanoQ spectrophotometer (Daejeon, Korea). An
8–12 kb library was prepared following the Pacific Biosciences manual;
sequencing procedure and filtration/de-novo assembly of raw
sequence data was carried out on the PacBio RS II system (Pacific Biosciences,
Menlo Park, CA, USA) using C4 chemistry on single molecule, real-time cells with
a 120 min sequence capture protocol according to the PacBio Hierarchical Genome
Assembly Process using the Quiver software package. Assembled contigs, including
short lengths (< 20,000 bps) and low coverage (< 50×) were
sorted for further experiments. The annotation of the JDFM216 genome was
performed using clusters of orthologous groups (COG) annotation and evolutionary
enealogy of genes: non-supervised orthologous groups (EggNOG) categorization was
conducted using previously described methods (Jang et al., 2017; Wu et al.,
2011). For comparative genome analysis, complete genome sequences of
L. plantarum were searched on the Ensemble bacteria
database (http://bacteria.ensembl.
org/index.html). Average nucleotide identity (ANI) values were calculated for
all eight listed strains (Richter and
Rosselló-Móra, 2009). OrthoFinder (v1.1.10) and PRANK
(Löytynoja and Goldman, 2008)
methods were used to determine ortholog genes for the eight complete genomes and
for multiple sequence alignment of each ortholog gene, respectively. In
addition, the construction of phylogenetic trees by the neighbor joining method
were performed using the R program and JSpecies web server. These sequences were
converted into corresponding cDNA sequences using PAL2NAL (Suyama et al., 2006) and poorly aligned transcripts were
eliminated using Gblocks (Castresana,
2000). After all filtering steps were performed, a total of 2,449
orthologs remained. Moreover, PAML4 analysis by the maximum likelihood method
(Yang, 2007) was used to estimate dS
(the synonymous substitution rate) and dN (the nonsynonymous substitution rate),
as well as phylogenetically featured genes investigated by the branch and
branch-site models.
Statistical analysis
Nematode survival was analyzed using the Kaplan-Meier method and differences were
determined using the log-rank test (STATA6; STATA, College Station, TX, USA).
Student's t-test was performed to determine statistical differences in CFU
counts for determining bacterial counts. All data represent the results of three
independent measurements. A p value of 0.05 in all replicate experiments was
considered a significant difference compared to the control.
Results and Discussion
Selection of L. plantarum JDFM LP11 using C.
elegans
Approximately 250 LAB strains isolated from piglet feces were investigated by
assessing in vivo colonization of the intestinal tract and
lifespan extension using C. elegans as a model. Among them,
JDFM LP11 was finally selected as having the best probiotic characteristics. As
shown in Fig. 1, JDFM LP11 showed
remarkably high colonization ability of the intestinal tract of the C.
elegans host. This strain exhibited an outstanding persistence on
the C. elegans intestinal wall at over 4.3 CFU/mL/worm; this is
higher than the value of 3.2 CFU/mL/worm obtained for the positive control,
L. rhamnosus GG, which has been shown to bind to
enterocytes in several previous studies (Fig.
1A).
Fig. 1
Colonization and lifespan of the nematode intestine following
exposure to L. plantarum JDFM LP11.
(A) After exposure of nematodes to LAB cells for 1 or 2 days, nematodes
were washed five times with M9 medium and worms were placed in new
sterile tubes containing M9 medium with 1% Triton X-100 and mechanically
stirred using a pestle. Colonization was determined by plating on
modified MRS (pH 5.0) agar (for LAB strains) or LB agar (for E.
coli OP50). L. rhamnosus GG employed as a
positive control. (B) Lifespan curves of L4-stage C.
elegans
fer-15; fem-1 fed JDFM LP11 or E. coli
OP50. Survival statistics: p=0.00000 for JDFM LP11, compared to worms
exposed to E. coli strain OP50. Data are expressed as
means±standard deviations (SD) of three experiments.
Colonization and lifespan of the nematode intestine following
exposure to L. plantarum JDFM LP11.
(A) After exposure of nematodes to LAB cells for 1 or 2 days, nematodes
were washed five times with M9 medium and worms were placed in new
sterile tubes containing M9 medium with 1% Triton X-100 and mechanically
stirred using a pestle. Colonization was determined by plating on
modified MRS (pH 5.0) agar (for LAB strains) or LB agar (for E.
coli OP50). L. rhamnosus GG employed as a
positive control. (B) Lifespan curves of L4-stage C.
elegans
fer-15; fem-1 fed JDFM LP11 or E. coliOP50. Survival statistics: p=0.00000 for JDFM LP11, compared to worms
exposed to E. coli strain OP50. Data are expressed as
means±standard deviations (SD) of three experiments.Equally importantly, worms exposed to the JDFM LP11 had a significantly extended
lifespan, as shown in Fig. 1B. In
particular, JDFM LP11 notably prolonged the average lifespan compared to worms
fed with E. coliOP50 (normal feed for C.
elegans). Hence, JDFM LP11 demonstrated host health-promoting
effects as shown by its anti-aging activity, as well as showing excellent
colonization of the worm intestinal tract.
Probiotic characterization
We assessed the isolated JDFM LP11 using conventional in vitro
methods. Tolerance to low pH and bile salts, which reflect conditions in the
digestive tract, are fundamental to probiotic activity. The ability of the JDFM
LP11 to survive in acidic conditions (pH 2.5), enabling them to survive in the
large intestine of humans, was examined by incubating isolates for 3 h at
37°C with 1,000 unit/mL pepsin and viable cell counting. Even though
exposure of acidic conditions, JDFM LP11 achieved a high survival rate similar
with L. rhamnosus GG as control. And then, this strain was also
examined for its ability to grow at concentrations of 0.5% bile salts for 24 h.
Survival rates of the positive control and JDFM LP11 strain was approximately
100%. This isolate therefore exhibits good viability and resistance to acidic
conditions and bile salts (Fig. 2A and
B). In addition, we examined the
ability of the selected strains to persist in the gut environment and achieve
in vivo colonization by using IPEC-J2 cells. JDFM LP11
adhered strongly to the IPEC-J2 cells (≥ 4.5 log CFU/mL), although
exhibiting lower adherence than the positive control L.
rhamnosus GG (Fig. 2C). The
cell adhesion number of JDFM LP11 was consistent with the attachment ability
observed using C. elegans in vivo (Fig. 1A). Previously, we reported that C.
elegans nematode could provide on the simple and reliable
intestinal environment and attachment results of probiotic strains including
L. rhamnosus GG (that possesses profound attachment ability
both in vivo and in vitro assays) using
C. elegans intestinal tract were highly correlated with
that of in vitro assays including mucus layer and intestinal
cell lines (Park et al., 2014). Taken
together, JDFM LP11 selected by our direct, in vivo methods
also showed characteristic probiotic properties with in vitro
biological assays using an intestinal cell line.
Fig. 2
Susceptibility of L. plantarum JDFM LP11.
(A) synthetic gastric juice (pH 2.5) containing 1,000 unit/mL of pepsin
and (B) bile conditions with 0.5% oxgall. (C) Attachment of L.
plantarum JDFM LP11 on the porcine intestinal epithelial
cell line IPEC-J2. Data are expressed as means±standard
deviations (SD) of three experiments. L. rhamnosus GG
employed as a positive control.
Susceptibility of L. plantarum JDFM LP11.
(A) synthetic gastric juice (pH 2.5) containing 1,000 unit/mL of pepsin
and (B) bile conditions with 0.5% oxgall. (C) Attachment of L.
plantarum JDFM LP11 on the porcine intestinal epithelial
cell line IPEC-J2. Data are expressed as means±standard
deviations (SD) of three experiments. L. rhamnosus GG
employed as a positive control.In addition, inhibition of pathogenic bacterial strains including E.
coli and Salmonella spp. by isolated JDFM LP11 was
also observed on this study (data not shown). Based on 16s rRNA sequencing, JDFM
LP11 was identified as L. plantarum and was subjected to
further genome analysis.The L. plantarum JDFM LP11 genome possesses a single, circular
DNA chromosome of 3,206,883 bp. The JDFM LP11 genome has a total of 3,021 open
reading frames (ORFs) as well as 82 non-coding genes (Fig. 3 and Table 1).
Importantly, the ORFs of JDFM LP11 were smaller in number than the L.
fermentum strains, even though genome size was similar. Based on
our bioinformatics analysis, no plasmid could be detected in JDFM LP11, similar
to other strains. As shown in Fig. 4, the
predicted ORFs were grouped by COG functional and EggNOG subsystem
categorizations. First, COG functional categorization showed that 1,472 ORFs
(48.72% of the COG assigned ORFs) belonged to five major COG functional
categories including amino acid transport and metabolism, carbohydrate transport
and metabolism, translation, ribosomal structure and biogenesis, recombination,
replication, repair, and general function prediction (Fig. 4A). In addition, EggNOG categorization mainly
classified ORFs into those responsible for amino acid transport and metabolism,
carbohydrate transport and metabolism, cell wall/membrane/envelope biogenesis,
and replication/recombination/repair as well as transcription (55.28% in a whole
population of 3,021 ORFs; Fig. 4B). Next,
we conducted an ANI, comparative tree analysis of the strain JDFM LP11 compared
with genome sequences of the same species. The ANI trees were constructed from
the eight available complete genome sequences in the Ensemble bacteria database
(Fig. 5). Three strains, namely WCFS1,
UCMA3037, and ZJ316, grouped together with JDFM LP11. Subsequently, dN/dS
analysis in a branch-site model was performed to identify the phylogenetically
featured genes in the JDFM LP11 strain. Three phylogenetically featured genes
and their amino acid sequence changes were identified in this study (Table 1 and 2); putative endopeptidase p60, lichenan permease IIC component, and
protein TsgA, which are an endopeptidase, a component of the phosphotransferase
system (PTS), and a major facilitator in the gut environment, respectively. It
has been established that proteolytic enzymes are inhibited in
vivo by protein inhibitors produced by symbiotic bacteria in our
gut to protect themselves from digestive peptidases (Garcia-Ferrer et al., 2015). Recently, endopeptidase LytA
has been shown to play a key determinant role in the morphology of L.
plantarum as well as having featured roles in both cell separation
and autolysis under stress conditions (Rolain et
al., 2012); hence we consider that putative endopeptidase p60 may be
responsible for survival of L. plantarum JDFM LP11 in the gut
environment and interactions with gut microbiota. In addition, carbohydrate
transport and metabolism in bacteria may depend on a functional PTS (Postma et al., 1993). In the present study,
we found phylogenetically featured genes encoding a lichenan permease IIC
component. Lichenan (or lichenin) is a linear polysaccharide isolated from
lichen; thus lichenase (formerly 1,3-1,4-β-glucanase) and its
permeability system is important for utilization of lichenan (Chaari et al., 2012). Importantly,
supplementation of this enzyme produced by Clostridium and
Enterococcus can increase β-glucan digestibility in
feed components, improve feed conversion efficiency, and reduce sanitary
problems in the animal feed industry. Furthermore, lichenase and
lichenan-related PTS are employed as targets for selective growth of animal
beneficial intestinal microbiota including bifidobacteria and lactobacilli as
non-nutritional food additives. Given this information, it is reasonable to
assume that L. plantarum JDFM LP11 utilizes various prebiotic
substrates through these PTS components. In addition, homocysteine
S-methyltransferase, as a key player in methionine metabolism (Obeid, 2013), was identified in the present
study. In addition, TsgA is one of major facilitator superfamily (MFS) and which
are induced by tellurite and selenite in E. coli (Pao et al., 1998). Interestingly, MFS
involved in TsgA is present ubiquitously in bacteria and archaea. Unfortunately,
there is no information for TsgA in the literature as a transporter in the genus
Lactobacillus. In conclusion, we suggest that the featured
genes may positively influence the colonization and survival of L.
plantarum JDFM LP11 and its interaction with commensal microbiota
or pathogens in the gut.
Fig. 3
Genome map of L. plantarum JDFM LP11.
Marked characteristics are shown from outside to the center; CDS on
forward strand, CDS on reverse strand, tRNA, rRNA, GC content and GC
skew. Predicted genes are color-coded by functional category. The scale
is kilobase (kb) pair. CDS, coding DNA sequences; GC, guanine or
cytosine.
Table 1
Comparison of the chromosomal properties of L.
plantarum strains
Strain
JDFM LP11
AY01
CMPG5300
JDM1
P-8
ST-III
UCMA 3037
WCFS1
ZJ316
Genome size (bp)
3,206,883
3,315,973
3,503,628
3,197,759
3,246,630
3,307,936
3,106,874
3,348,624
3,299,755
Genes
3,103
3,241
3,240
3,113
3,262
3,215
2,996
3,293
3,352
Coding genes
3,021
3,174
3,180
2,948
3,179
3,038
2,932
3,108
3,276
Non-coding genes
82
67
60
165
83
177
64
185
76
Average nucleotide identity (ANI,
%)
100
88.49
99.1
99.04
99.02
99.27
99.04
99.11
98.95
Fig. 4
Functional categorization of all predicted ORFs in the L.
plantarum JDFM LP11 genome based on (A) COG and (B) EggNOG
databases.
ORFs, open reading frames; COG, clusters of orthologous groups; EggNOG,
evolutionary enealogy of genes: non-supervised orthologous groups.
Fig. 5
ANI tree analysis of L. plantarum JDFM LP11 with
eight available complete genome sequences of L.
plantarum.
ANI, average nucleotide identity.
Genome map of L. plantarum JDFM LP11.
Marked characteristics are shown from outside to the center; CDS on
forward strand, CDS on reverse strand, tRNA, rRNA, GC content and GC
skew. Predicted genes are color-coded by functional category. The scale
is kilobase (kb) pair. CDS, coding DNA sequences; GC, guanine or
cytosine.
Functional categorization of all predicted ORFs in the L.
plantarum JDFM LP11 genome based on (A) COG and (B) EggNOG
databases.
ORFs, open reading frames; COG, clusters of orthologous groups; EggNOG,
evolutionary enealogy of genes: non-supervised orthologous groups.
ANI tree analysis of L. plantarum JDFM LP11 with
eight available complete genome sequences of L.
plantarum.
ANI, average nucleotide identity.PTS, phosphotransferase system; FDR, false discovery rate.
Table 2
Evolutionarily accelerated genes identified in the branch site model
and related information for L. plantarum JDFM
LP11
Gene location
JDFM
LP11_1_02423(contig1: 2505522-2510519)
JDFM
LP11_1_01046(contig1: 1090820-1092292)
JDFM
LP11_1_00340(contig1: 335618-336424)
Gene function
Tail protein
PTS system
Major facilitator
superfamily
Gene product
Putative endopeptidase p60
Lichenan permease IIC
component
Protein TsgA
Gene information source
COG3953
COG1455
COG0477
No. of orthologus gene in total 9
strains
5
9
6
Peptide length
1,503
490
267
Null model (H0) l nL / alternative
model (H1) l nL
–11,731.322 /
–11,704.036
–2,535.331 /
–2,517.558
–1,480.15 /
–1,466.139
P-value (Chi-Ssquare Test)
1.500E-13
2.491E-09
1.199E-07
FDR p-value
3.672E-10
3.049E-06
9.785E-05
ω2 foreground
363.66574
999
999
ω2 background
0.05526
0.00749
0.03914
Proportion of 2a
0.01138
0.00649
0.00784
No. of amino acid sequence
change(No. of significant sequence change)
Authors: Irene Garcia-Ferrer; Pedro Arêde; Josué Gómez-Blanco; Daniel Luque; Stephane Duquerroy; José R Castón; Theodoros Goulas; F Xavier Gomis-Rüth Journal: Proc Natl Acad Sci U S A Date: 2015-06-22 Impact factor: 11.205
Authors: D A Garsin; C D Sifri; E Mylonakis; X Qin; K V Singh; B E Murray; S B Calderwood; F M Ausubel Journal: Proc Natl Acad Sci U S A Date: 2001-09-04 Impact factor: 11.205