J Collins1, C Robinson2, H Danhof1, C W Knetsch3, H C van Leeuwen3, T D Lawley4, J M Auchtung1, R A Britton1. 1. Baylor College of Medicine, Department of Molecular Virology and Microbiology, One Baylor Plaza, Houston, Texas 77030, USA. 2. University of Oregon, Institute for Molecular Biology, 1318 Franklin Boulevard, Eugene, Oregon 97403, USA. 3. Leiden University Medical Centre, Department of Medical Microbiology, Albinusdreef 2, 2333 ZA Leiden, The Netherlands. 4. Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SA, UK.
Abstract
Clostridium difficile disease has recently increased to become a dominant nosocomial pathogen in North America and Europe, although little is known about what has driven this emergence. Here we show that two epidemic ribotypes (RT027 and RT078) have acquired unique mechanisms to metabolize low concentrations of the disaccharide trehalose. RT027 strains contain a single point mutation in the trehalose repressor that increases the sensitivity of this ribotype to trehalose by more than 500-fold. Furthermore, dietary trehalose increases the virulence of a RT027 strain in a mouse model of infection. RT078 strains acquired a cluster of four genes involved in trehalose metabolism, including a PTS permease that is both necessary and sufficient for growth on low concentrations of trehalose. We propose that the implementation of trehalose as a food additive into the human diet, shortly before the emergence of these two epidemic lineages, helped select for their emergence and contributed to hypervirulence.
Clostridium difficile disease has recently increased to become a dominant nosocomial pathogen in North America and Europe, although little is known about what has driven this emergence. Here we show that two epidemic ribotypes (RT027 and RT078) have acquired unique mechanisms to metabolize low concentrations of the disaccharidetrehalose. RT027 strains contain a single point mutation in the trehalose repressor that increases the sensitivity of this ribotype to trehalose by more than 500-fold. Furthermore, dietary trehalose increases the virulence of a RT027 strain in a mouse model of infection. RT078 strains acquired a cluster of four genes involved in trehalose metabolism, including a PTS permease that is both necessary and sufficient for growth on low concentrations of trehalose. We propose that the implementation of trehalose as a food additive into the human diet, shortly before the emergence of these two epidemic lineages, helped select for their emergence and contributed to hypervirulence.
Whole genome sequencing analysis of C. difficile ribotype 027
(RT027) strains demonstrated that two independent lineages emerged in North America from
2000-2003.[1] Comparison with
historic, pre-epidemic, RT027 strains showed that both epidemic lineages acquired a
mutation in the gyrA gene, leading to increased resistance to
fluoroquinolone antibiotics. While the development of fluoroquinolone resistance (FQR)
has almost certainly played a role in the spread of RT027 strains, FQR has also been
observed in non-epidemic C. difficile ribotypes and identified in
strains dating back to the mid-1980s.[2,3] Thus, other factors likely contributed
to the emergence of epidemic RT027 strains.The prevalence of a second C. difficile ribotype, RT078,
increased 10-fold in hospitals and clinics from 1995-2007 and was associated with
increased disease severity.[4] However,
the mechanisms responsible for increased virulence remain unknown.[5-8]
It is noteworthy that RT027 and RT078 lineages are phylogenetically distant from one
another (Extended Data Fig. 1), indicating that the
evolutionary changes leading to concurrent increases in epidemics and disease severity
might have emerged by independent mechanisms.[9]
Extended Data Fig. 1
Phylogenetic organization of C. difficile MLST profiles. Maximum
likelihood tree based upon concatenated Multi Locus Sequence Typing genes of
the 399 current profiles available at https://pubmlst.org/cdifficile/ .[35] Stars indicate position of strains
used in this study with red stars indicating sequence types possessing
either the treR L172I (ST1, ST41) or 4 gene insertion (ST11). Tree
constructed using MEGA7.[36]
Epidemic RT027 and RT078 strains can grow on low concentrations of
trehalose
Ribotype 027 strains exhibit a competitive advantage over non-RT027 strains
in vitro and in mouse models of CDI.[10] To investigate potential mechanisms for
increased fitness, we examined carbon source utilization in an epidemic RT027
isolate (CD2015) using the Biolog 96-well Phenotype MicroArray carbon source plates
(see Methods and Extended Data Table 1). Out
of several carbon sources identified that supported CD2015 growth, we found the
disaccharidetrehalose increased the growth yield of CD2015 by approximately 5-fold
compared to a non-RT027 strain. To examine the specificity of enhanced growth on
trehalose across C. difficile lineages, 21 strains encompassing 9
ribotypes were grown on a defined minimal medium (DMM) supplemented with glucose or
trehalose as the sole carbon source. All C. difficile strains grew
robustly with 20 mM glucose, however, only epidemic RT027 (n=8) and RT078
(n=3) strains exhibited enhanced growth on an equivalent trehalose
concentration (10 mM; Fig. 1). Increasing the
trehalose concentration to 50 mM enabled growth in most ribotypes (Extended Data Fig. 2a).
Extended Data Table 1
Compounds conferring ≥ 1.5-fold growth advantage in Biolog
Phenotypic Microarray plates PM1 or PM2.
Compound
CD630
CD2015
PM1:
N-acetyl-D-glucosamine
+
+
L-proline
−
−
D-trehalose
+
+
D-mannose
+
+
D-sorbitol
−
+
D-mannitol
+
+
D-fructose
−
+
α-D-glucose
+
+
α-Keto-Butyric acid
+
−
L-serine
+
−
L-threonine
−
−
glycyl-L-proline
−
−
PM2:
N-acetyl-neuraminic acid
+
+
D-arabitol
−
+
arbutin
+
+
D-melezilose
+
+
salicin
+
+
D-tagatose
+
+
D-glucosamine
+
+
β-hydroxy-butyric acid
+
+
α-keto valeric acid
+
+
hydroxy-L-proline
−
+
L-leucine
+
+
L-methionine
−
+
Results of individual experiment where growth was (+) or
was not (−) increased by at least 1.5-fold over DMM control.
Figure 1
Only RT027 and 078 strains show enhanced growth on 10 mM trehalose
Dashed grey line and band indicate mean growth in DMM without a carbon source and
s.d. for all samples (n=21). Solid lines are mean growth yield (OD600)
for groups: Non-RT027/078 (n=10), RT027 (n=8), and RT078
(n=3). All points represent biologically independent samples.
Extended Data Fig. 2
Growth of C. difficle strains
a, The majority of strains can grow on 50 mM trehalose.
Dashed grey line and band indicate mean growth in DMM without a carbon
source and s.d. Solid lines indicate mean growth yield (OD600) for groups:
Non-RT027/078 (n=10), RT027 (n=8), and RT078 (n=3).
b, Deletion of treA ablates the ability of
both CD630 (RT12) and R20291 (RT027) to grow on trehalose. This phenotype
can be restored by supplying treA on an inducible plasmid
(n=3 for each strain/group). c, RT244 strains (DL3110
and DL3111) possessing the treR L172I mutation are capable of growth on 10
mM trehalose (n=3 for each strain/group). d,
CD1015ΔptsT can metabolize 50 mM trehalose (n=4 for each
strain/group). For panels a-d points represent biologically independent
samples, solid bars are mean.
Molecular basis for RT027 growth on low levels of trehalose
To identify the genetic basis for enhanced trehalose metabolism, we compared
multiple C. difficile genomes. All C. difficile
genomes encode a putative phosphotrehalase enzyme (treA) preceded
by a transcriptional repressor (treR) (Fig. 2a). Phosphotrehalase enzymes metabolize
trehalose-6-phosphate into glucose and glucose-6-phosphate. To test whether
treA was essential for trehalose metabolism, we generated
treA deletion mutants in the RT027 strain R20291
(R20291ΔtreA) and the RT012 strain CD630
(CD630ΔtreA) and grew them in DMM supplemented with
50 mM trehalose. The lack of treA prevented growth in both
knockout strains that could be complemented by plasmid expression of
treA (Extended Data Fig.
2b). Thus, treA is required to metabolize trehalose.
Figure 2
treA is responsible for trehalose metabolism
a, Trehalose metabolism operon found in all C.
difficile strains; consisting of a phosphotrehalase
(treA) and its transcriptional regulator
(treR). b, RT027 strains strongly induce
treA at 50 μM trehalose and at a significantly
higher level than non-RT027 strains (n=4 biologically independent
samples per trehalose concentration/strain). Bars are average fold increase,
error bars are s.d.; p values derived from t-test (2-tailed) and Holm corrected
for multiple comparisons. c, Structure of TreR monomer highlighting
proximity of L172I mutation to trehalose-6-P binding pocket.
We next asked if RT027 strains have altered regulation of the
treA gene when compared to other ribotypes. To test this
hypothesis and determine the minimum level of trehalose required to activate
treA expression, we grew CD2015 (RT027) and CD2048 (RT053) and
exposed them to increasing amounts of trehalose. We found that the RT027 strain
turned on treA expression at 50 μM trehalose, a
concentration 500-fold lower than that required to turn on treA in
RT053 (Fig. 2b). To confirm this phenotype, we
took four RT027 strains and four non-RT027 strains and measured expression of
treA in a single trehalose concentration. Again, RT027 strains
exhibited significantly higher treA expression than all other
ribotypes (P=0.029, Extended Data Fig.
3). These results support the idea that RT027 strains are exquisitely
sensitive to low concentrations of trehalose.
Extended Data Fig. 3
RT027 strains express treA at a significantly higher
level than non-RT027 strains in the presence of 25 mM trehalose
Each data point (n=4 Ribotypes per group) represents gene
expression from a different, biologically independent, strain and is an
average from 2-5 independent experiments. P=0.029,
Mann-Whitney-Wilcoxon Test (2 sided).
Sequence alignment of the trehalose operon across 1,010 sequenced C.
difficile strains revealed a conserved single nucleotide polymorphism
(SNP) within the treR gene of all RT027 strains
(TreRRT027) (Extended Data Fig.
4a). The SNP encodes an L172I amino acid substitution near the predicted
effector (trehalose-6-phosphate) binding pocket of TreR (Fig. 2c), a site that is highly conserved across multiple
species (93.9% conservation, Extended Data
Fig. 4b). This SNP is found not only in every RT027 strain sequenced to
date, but is also present in a newly isolated fluoroquinolone sensitive ribotype
(RT244) that has caused community-acquired epidemic outbreaks in Australia[11,12] and other ribotypes very closely related to RT027, such as
RT176 which has caused epidemic outbreaks in the Czech Republic and
Poland.[13,14] Like RT027 strains, the RT244 strains DL3110
and DL3111 can grow on 10 mM trehalose (Extended Data
Fig. 2c).
Extended Data Fig. 4
RT027 strains have a L172I mutation at a highly conserved site
a, treR genes from available
C. difficile WGS files on NCBI (accessed 11-May-2017)
were identified by tblastn and translated to protein sequences. Sequence
fragments < 240 amino acids were discarded and the remaining 1010
sequences aligned with Clustal Omega[37]. All 191 sequences containing the L172I SNP also
contained the thyA gene, a marker for the RT027 lineage.
ThyA was not found in any other genomes. Numbers
indicate number of sequences with corresponding amino acid in that position.
Multiple sequence alignment visualization generated with
ProfileGrid.[38]
b, The TreR protein sequence from RT027 strain R20291 was
blasted against non-C. difficile sequences in the NCBI
database and the top 99 matches (along with R20291treR) aligned
with Clustal Omega. The Leucine at position 172 was found to be conserved in
93 of 99 non-C. difficile sequences. To confirm the
importance of this residue, TreR was blasted against all non-Clostridial
sequences in the NCBI database and the top 500 hits saved. Following removal
of duplicate species 191 sequences were aligned with Clustal Omega. The
Leucine at residue 172 was conserved in 83% of sequences (not
shown).
To determine the types of spontaneous mutations that lead to enhanced
trehalose utilization, we cultivated several non-RT027/RT078 strains under low
trehalose concentrations in minibioreactors.[10] After 3 days of continuous cultivation, 13 independent
spontaneous mutants capable of growing on low concentrations (< 10 mM) of
trehalose were isolated. All thirteen mutants contained either nonsense or missense
mutations in the treR gene (Extended Data Table 2).
Extended Data Table 2
Spontaneous C. difficile mutants able to utilize 10
mM trehalose.
Strain
Ribotype
Nonsense mutation*
Missense mutation
Insertions/deletions
Number of independent isolates
3014
001
18
–
–
1
2012
002
63
–
–
1
2012
002
89
–
–
2
2012
002
15
–
–
1
2012
002
22
–
–
1
2012
002
–
S20I
–
1
2012
002
64
–
–
1
2012
002
24
–
–
1
2012
002
20
–
–
1
1014
014
–
S41I, T118K
1
1
1014
014
–
T118K
–
1
2048
053
70
–
–
1
Numbers refer to the position in the consensus TreR amino acid
sequence which become a premature stop codon.
Impact of trehalose metabolism on disease severity
To test whether the ability of C. difficile RT027 strains to
metabolize trehalose impacts disease severity, we performed two different
experiments. In the first, humanized microbiota mice were challenged with
104 spores of either R20291 (RT027, n=27) or
R20291ΔtreA (n=28). Following infection,
trehalose (5 mM) was provided ad libitum in the drinking water and
disease progression monitored. The R20291ΔtreA mutant
demonstrated a dramatic decrease in mortality (33.3 vs 78.6%) when compared
to R20291 (78% lower risk with R20291ΔtreA; hazard
ratio, 0.22; 95% CI, 0.09 to 0.59; P=0.003, likelihood ratio test
P=0.002 (Fig. 3a). In the second
experiment, we infected two groups of humanized microbiota mice with RT027 strain
R20291. One group received 5 mM trehalose in water as well as a daily gavage of 300
mM trehalose (n=28) to mimic a dose expected in a meal for humans, whereas
the control group (n=27) received a water control. Trehalose addition was
found to cause increased mortality compared to the RT027 infected mice without
dietary trehalose (3-fold increased risk with trehalose; hazard ratio, 3.20;
95% CI, 1.09 to 9.42; P=0.035, likelihood ratio test
P=0.026, Fig 3b). Combined, these
results show that metabolism of dietary trehalose can contribute to disease severity
of RT027 C. difficile strains.
Figure 3
Trehalose metabolism increases virulence
a, Mice Infected with R20291ΔtreA
(n=27 animals) have significantly attenuated risk of mortality when
compared to mice infected with R20291 (n=28 animals) (78% lower
risk with ΔtreA mutant; hazard ratio, 0.22; 95%
CI, 0.09 to 0.59; P=0.003). b, Mice infected with R20291
(RT027) have a significantly higher risk of mortality when trehalose is
supplemented in the diet (n=28 animals) than those with no trehalose
supplementation (n=27 animals) (3-fold increased risk with trehalose;
hazard ratio, 3.20; 95% CI, 1.09 to 9.42; P=0.035). All
statistical tests were 2 sided.
To identify the cause of increased disease severity when trehalose is
present, we challenged mice with either R20291 or
R20291ΔtreA and provided 5 mM trehalose ad
libitum in the drinking water. Forty-eight hours post challenge,
C. difficile load and toxin levels were measured. Over two
independent experiments, no significant difference in C. difficile
numbers were observed, however, a significant increase in relative toxin B levels
was detected (median 9.2 X104, IQR 5.1 ×
104−1.0 × 105 Vs median 4.1 ×
104, IQR 2.3 × 104−4.6 ×
104, p=.0268, Extended Data
Fig. 5). This increased toxin production could contribute to increased
disease severity.
Extended Data Fig. 5
A treA knockout strain has decreased toxin production 48
hours after infection
Mice were gavaged 104 spores of either R20291 or
R20291ΔtreA and provided 5 mM trehalose in
drinking water. Points represent toxin levels from individual mice (R20291
n=10, R20291ΔtreA n=11) euthanized
48 hours after infection. Bars are mean. Mice gavaged with
R20291ΔtreA had significantly lower toxin
levels (p=.0268 Wilcoxon-Mann-Whitney test (2 sided), median 40960,
IQR 23040-46080 Vs 92160, IQR 51200-102400).
Molecular basis for RT078 growth on low levels of trehalose
Molecular basis for RT078 Unlike RT027, RT078 strains do not possess the
TreR L172I substitution or other conserved SNPs in the treRA
operon. To identify sequences of potential relevance to trehalose metabolism, we
performed whole genome comparisons. A four-gene insertion was found in all RT078
strains sequenced to date, annotated to encode a second copy of a phosphotrehalase
(TreA2, sharing 55% amino acid identity with TreA), a potential trehalose
specific PTS system IIBC component transporter (PtsT), a trehalase family protein
that is a putative glycan debranching enzyme (TreX), and a second copy of a TreR
repressor protein (TreR2, sharing 44% amino acid identity with TreR) (see
Fig. 4a). Genomic comparison of publicly
available C. difficile genomes revealed the four-gene insertion was
present in RT078 and the closely related RT033, RT045, RT066, and RT126 ribotypes
and absent from reference genomes of any other C. difficile lineage
(Extended Data Fig. 6).
Figure 4
ptsT enables enhanced trehalose metabolism
a, Structure of horizontally acquired trehalose metabolism module
found in RT078 and closely related strains. b, Deletion of the
trehalose transporter from a clinical RT078 strain (CD1015) ablates its ability
to grow on 10 mM trehalose. Expression of ptsT from an
inducible plasmid restores growth of CD1015ΔptsT on 10 mM trehalose,
(CD1015, n=4; CD1015ΔptsT, n=4;
CD1015ΔptsT::ptsT, n=5). c,
Expressing ptsT from an inducible plasmid enables enhanced
growth of CD630 (RT012) on 10 mM trehalose (CD630 n=3;
CD630::ptsT n=3). d, The
ptsT provides a competitive advantage in complex microbial
communities. Dashed grey line (CI = 1) indicates equal fitness of the
competing strains, points above this line represent out-competition by CD1015.
All points (Fig 4b-d) represent
biologically independent samples, bars are mean, p values derived from t-test
(2-tailed) and Holm corrected for multiple comparisons where appropriate.
Extended Data Fig. 6
The 4 gene trehalose insertion is only present in the RT078
lineage
Artemis comparison tool (ACT) displaying pairwise comparisons
between C. difficile RT078 genome (M120) sequence and
genome sequences from other C. difficile ribotypes
(ribotypes indicated on the left). Numbers between grey bars indicate the
genomic region where the trehalose four gene insert is located
(3231169..3237057). Regions of sequence homology are displayed in red. The
trehalose four gene insert of RT078 (indicated by the arrow on the top) was
observed in RT078, but absent in other ribotypes.
To test whether the newly acquired transporter (ptsT) was
responsible for enhanced trehalose metabolism, a ptsT deletion
mutant was constructed in a RT078 (CD1015) strain. This strain was unable to grow on
DMM supplemented with 10 mM trehalose (Fig.
4b), but retained the ability to grow in medium supplemented with
50 mM trehalose (Extended Data Fig.
2d). The growth defect in this deletion mutant
(CD1015ΔptsT) was directly due to the lack of
ptsT since expression of ptsT from an
inducible promoter could complement growth on 10 mM trehalose (Fig 4b).We next tested if ptsT was sufficient to confer enhanced
trehalose utilization in a non-ribotype 078 strain, which fails to grow under low
trehalose concentrations. To this end, ptsT was expressed from an
inducible promoter in strain CD630 (RT012). Expression of ptsT was
sufficient to allow growth of CD630 in DMM supplemented with 10 mM trehalose (Fig. 4c). Taken together, we conclude that
ptsT is both necessary and sufficient to support growth on low
concentrations of trehalose.To test whether the expression of ptsT could confer a
fitness advantage, CD1015 (RT078) was competed against its isogenic
CD1015ΔptsT mutant in a human faecal minibioreactor
(MBRA) model of CDI.[10] Following
clindamycin treatment of MBRA communities to enable infection, CD1015 and
CD1015ΔptsT strains were added together to each reactor
and levels monitored over time. Remarkably, the CD1015 strain was found to be
significantly more efficient at competing in vivo in the presence
of a complex microbiota than the CD1015ΔptsT mutant (mean
competitive index of 246 on day 7). To ensure the
CD1015ΔptsT loss was due to the absence of
ptsT, CD1015 was competed against the
CD1015ΔptsT mutant complemented with
ptsT from an inducible vector. After 5 days continuous
competition, the wild-type RT078 had a mean competitive index of just 3.7 (Fig. 4d). Hence, ptsT provides
a competitive fitness advantage to RT078 strains.
Significant amounts of dietary trehalose are observed in the distal gut
Despite the presence of a localized brush border trehalase enzyme in the
small intestine, human studies suggest that high levels of trehalose consumption can
result in significant amounts reaching the distal ileum and colon.[15-17] To demonstrate that a significant amount of dietary
trehalose can survive transit through the small intestine, we gavaged mice with 100
μl (300 mM) trehalose (equivalent to the suggested concentration in ice
cream) and measured trehalose levels in the cecum over time. Using clinical
C. difficile strains as biosensors, we found the level of
trehalose to be sufficient to activated treA gene expression in the
RT027 strain CD2015 but not in RT053 strain CD2048 (Fig 5a). To test whether we could detect a low dietary amount of
trehalose, we gavaged antibiotic treated mice with 100 μl (5 mM) trehalose
and measured treA activation in these same strains. Again, the
RT027 strain showed significant treA activation (Fig. 5b). Finally, to determine if trehalose is
bioavailable in humans at sufficient levels to be utilized by epidemic C.
difficile isolates, we tested ileostomy effluent from three anonymous
donors consuming their normal diets. In 2 of 3 samples, treA
expression was strongly induced in the RT027 strain CD2015 but not in the RT053
strain CD2048 (Fig. 5c), supporting the notion
that levels of trehalose found in food is sufficient to be utilized by epidemic
C. difficile strains.
Figure 5
Trehalose can be detected in murine cecum and human ileostomy fluid
a, Twenty minutes post gavage, trehalose reaches high enough levels
in the murine cecum to turn on expression of treA in RT027 but
not non-RT027 in both non-antibiotic and antibiotic treated mice (n=3
animals per trehalose concentration/strain). b, trehalose can be
detected by RT027 but not non-RT027 in the cecum of antibiotic treated mice
gavaged with just 100 μl 5 mM trehalose (n=3 animals per group).
c, RT027 strains can detect trehalose in 2/3 human ileostomy
fluid samples tested from patients eating a normal (no deliberate trehalose
addition) diet. Points represent biologically independent replicates, bars are
average fold increase, error bars are s.d.
Discussion
Containing an α,α-1,1-glucoside bond between two
α-glucose units, trehalose is a non-reducing and extremely stable sugar,
resistant to both high temperatures and acid hydrolysis. Although considered an
ideal sugar for use in the food industry, the use of trehalose in the US and Europe
was limited prior to 2000 due to high cost of production (~$700
Kg−1). The innovation of a novel enzymatic method for low
cost production from starch made it commercially viable as a food supplement
(~$3 Kg−1).[18] Granted GRAS (Generally Recognized As Safe) status by the FDA
in 2000 and approved for use in food in Europe in 2001, reported expected usage
ranges from concentrations of 2%-11.25% for foods including pasta,
ground beef, and ice cream. The widespread adoption and use of trehalose in the diet
coincides with the emergence of both RT027 and RT078 outbreaks (Fig. 6).
Figure 6
Timeline of trehalose adoption and spread of RT027 & RT078
lineages
Flags indicate reported outbreaks or first reports of ribotype 027 (top) or 078
(bottom) in PubMed. † Stoke Mandeville outbreaks.
Several lines of evidence support that dietary trehalose has participated in
the spread of epidemic C. difficile ribotypes. First, the ability
of RT027 and RT078 strains to metabolize trehalose was present prior to epidemic
outbreaks. The earliest retrospectively recorded RT027 isolate was the non-epidemic
strain CD196, isolated in 1985 in a Paris hospital.[19] Three years later in 1988, another
non-epidemic strain RT027 (BI1) was isolated in Minneapolis, Minnesota. Both
isolates, in addition to every RT027 strain sequenced to date, contain the L172I
substitution in TreR. RT078 strains were also present in humans prior to 2001, but
epidemic outbreaks were not reported until 2003.[4] Second, RT027 and RT078 lineages are phylogenetically
distant clades of C. difficile, yet have convergently evolved
distinct mechanisms to metabolize low levels of trehalose. Third, increased disease
severity of a RT027 strain that can metabolize trehalose in our CDI mouse model is
consistent with increased virulence of RT027 and RT078 ribotypes observed in
patients. Fourth, the ability to metabolize trehalose at lower concentrations
confers a competitive growth advantage in the presence of a complex intestinal
community. Finally, levels of trehalose in ileostomy fluid from patients eating a
normal diet are sufficiently high to be detected by RT027 strains. Based on these
observations, we propose the widespread adoption and use of the disaccharidetrehalose in the human diet has played a significant role in the emergence of these
epidemic and hypervirulent strains.[20]
Methods
Bacterial strains and growth
A full list of strains can be found in Extended Data Table 3. Carbon source utilization of CD630 (RT012)
and CD2015 (clinical RT027) was carried out using Biolog Phenotypic Microarray
plates. Growth studies were carried out under anaerobic conditions (5%
hydrogen, 90% nitrogen, 5% carbon dioxide). Strains were
cultured in overnight in BHI media (Difco) supplemented with 0.5% w/v
yeast extract. Growth assays utilized a defined minimal medium (DMM) as
described previously[21]
supplemented with either trehalose or glucose as indicated. Anhydrous
tetracycline was used at 500 ng/ml to induce expression of ptsT
or treA from ectopic expression vectors.
Extended Data Table 3
Strains, Primers, and Plasmids.
Strains
Ribotype
MLST (Clade)
Note
Reference
CD630
12
54 (1)
Erythromycin sensitive
[31]
CD630ΔtreA
12
54 (1)
This Study
CD630
pRFP185-PaTc-ptsT
12
54 (1)
This Study
CD630ΔtreA
pRFP185-PaTc-treA
12
54 (1)
This Study
R20291
27
1 (2)
[24]
R20291ΔpyrE
27
1 (2)
[24]
R20291ΔtreA
27
1 (2)
This Study
R20291ΔtreA
pRFP185-PaTC-treA
27
1 (2)
This Study
CD1015
78
11 (5)
†
CD1015ΔpyrE
78
11 (5)
This Study
CD1015ΔptsT
78
11 (5)
This Study
CD1015ΔptsT
pRFP185-PaTc-ptsT
78
11 (5)
This Study
VPI10463
3
12(1)
High toxin producer
CD196
27
1 (2)
Ancestral RT027 strain
[32]
CD1007
053-163
63 (1)
†
CD1014
014-20
2 (1)
[10]
CD2012
2
8 (1)
†
CD2018
unique UM isolate
†
CD2046
unique UM isolate
†
CD2048
053-163
63 (1)
[10]
CD37
9
3 (1)
Non-toxigenic strain
[33]
CD4004
2
8 (1)
†
CD4011
1
3 (1)
†
CD2015
27
1 (2)
[10]
CD3017
27
1 (2)
[10]
CD4010
27
1 (2)
[10]
CD4012
27
1 (2)
†
CD4015
27
1 (2)
[10]
CD2001
78
11 (5)
†
CD2058
78
11 (5)
†
DL3110
244
41 (2)
contains L172I in treR
[11]
DL3111
244
41 (2)
contains L172I in treR
[11]
Clinical isolates obtained from the Michigan Department of
Community Health (MDCH). Collected from Michigan hospitals between
December 2007 and May 2008 References
Comparative genomics
To identify unique functional features in RT078 strains, we reviewed
publicly available C. difficile genomes covering all
phylogenetic lineages[9] using a
tool based on BLASTX comparisons of protein annotations.[22] The genomes included in the analysis
were PCR RT012 (strain 630, lineage I), RT027 (R20291, lineage II), PCR RT017
(CF5, M68 lineage IV), and RT078 (QCD-23m63, CDM120 lineage V).
Genetic manipulation of C. difficile
Inactivation of treA in CD630 was accomplished by
group-II intron directed insertion as previously described.[23] Primers were designed to target intron
to insert at bp 177 of treA of CD630 (IBS1.2, EBS1, and EBS2;
All primers are described in Extended Data Table
3). The resulting treA insertion-deletion mutant was
verified by PCR using primer pair (CR064-CR065) designed to flank the
treA insertion site, resulting in a 350bp product for the
wild-type gene and a 2.4 kbp product for the gene knockout.Clean deletions in R20291 and CD1015 were performed using a
pyrE allelic exchange system as described
previously.[24] This is
the first case of the pyrE allelic exchange system being used
in the RT078 lineage and required generation of
CD1015ΔpyrE prior to further deletions.
Complementation of treA and ptsT was carried
out using an anhydrous tetracycline inducible system as described
previously.[25] All
plasmid conjugations into C. difficile strains were carried out
with E. coli SD46. Cloning was accomplished with a combination
of restriction digest and ligase cycling reactions as described
previously.[26] Primers
and detailed plasmid maps for construction of knockout strains are available at
the links provided in Extended Data Table
3.
Quantitative real-time PCR with reverse transcription
Strains were grown overnight and subcultured 1:50 into DMM supplemented
with 20 mM succinate. Upon reaching an OD600 of 0.2-0.3, indicated
concentrations of trehalose were added to the culture. After 30 minutes
incubation, C. difficile cells were collected by
centrifugation, resuspended in RNALater solution (Invitrogen), and stored at
−80°C. Cells were resuspended in 1 ml RLT buffer (Qiagen RNeasy
Kit) and lysed by bead beating (2 × 1 min) at 4°C followed by
RNA extraction per manufacturers’ instruction. cDNA was synthesized
using Invitrogen Superscript III reverse transcriptase following the recommended
protocol. Quantitative PCR reactions were performed in triplicate using Power
SYBR Green PCR Master Mix (ABI) with either C. difficile 16s
(JP048-JP049) or treA (CR045-CR046) specific primers. Standard
curves of cDNA were run to determine primer efficiencies and calculated as per
Pfaffl et al.[27] Expression of
treA was determined using an average of triplicate
CT values from each biological sample.
Mouse model of CDI
Humanized microbiota mice (HMbmice) were derived from an
initial population of germ free C57bl/6 mice stably colonized with human gut
microbiota and validated for use as a model of CDI.28 HMbmice aged
6-8 weeks of both sexes were treated with a five-antibiotic cocktail consisting
of kanamycin (0.4 mg ml−1), gentamicin (0.035 mg
ml−1), colistin (850 U ml−1),
metronidazole (0.215 mg ml−1), and vancomycin (0.045 mg
ml−1)) administered ad libitum in
drinking water for 4 days. Water was switched to antibiotic-free sterile water
and 24 hrs later mice were administered an intra-peritoneal (IP) injection of
clindamycin (10 mg kg−1). After a further 24 hrs, mice were
challenged with 104
C. difficile spores by oral gavage. Sterile drinking water
containing 5 mM trehalose was provided ad libitum (for the
+/- trehalose study, mice were administered an additional 100 μl
oral gavage of 300 mM trehalose daily) and mice were monitored for signs of
disease.In a separate experiment to determine C. difficile
colonization load and toxin production, mice were euthanized 48 hours following
challenge with either R20291 or R20291ΔtreA. C.
difficile levels in cecal contents were determined by qPCR of toxin
genes.[10] Relative
toxin levels were assessed using a Vero Cell rounding assay.[10] Sample sizes for all experiments were
determined using power analysis based upon prior experimental data. No
randomization of animals was performed; however, all groups were checked to
ensure no significant difference in the age, weight or sex of mice between
groups prior to starting experiments. All animal use was approved by the Animal
Ethics Committee of Baylor College of Medicine (Protocol no. AN-6675).
Detection of trehalose in cecal contents and human ileostomy fluid
Antibiotic treated groups were pre-treated with the 5-antibiotic
cocktail for 3 days. Mice were gavaged 100 μl of 5 mM trehalose, 300 mM
trehalose or water. Twenty minutes post gavage mice were euthanized, cecal
contents harvested and vigorously mixed with 2 volumes/weight ice cold DMM (no
carbohydrate). Supernatant was separated by centrifugation, filter sterilized,
and reduced in an anaerobic chamber overnight prior to use. Ileostomy effluent
from three anonymous donors was self-collected into sterile containers and
stored at −20°C until thawed, filter sterilized, and used for
assay.Strains were grown overnight and subcultured 1:50 into DMM supplemented
with 20 mM succinate. Upon reaching an OD600 of 0.2-0.3 cells were collected via
centrifugation and resuspended in ~300 μL cecal or ileostomy
fluid and incubated anaerobically for 30 minutes. Cells were then centrifuged
and resuspended in RNAlater (Invitrogen) prior to qRT-PCR analysis.
Bioreactor model for ribotype 078 ΔptsT
competition
Faecal communities were established in continuous-flow minibioreactor
arrays as previously described[10] using bioreactor defined medium[29] without starch (BDM4). Communities were
disrupted by addition of clindamycin (250 μg ml−1)
continuously supplied in the medium for four days. Following clindamycin
treatment, communities were supplied BDM4 without clindamycin supplemented with
trehalose (5 mM final concentration, BDM4tre). After 1 day of growth
in BDM4tre, to allow washout of clindamycin, communities were
challenged with a mixture of exponentially growing CD1015 strains (RT078 wt and
ΔptsT). The competitive index (CI) was determined
by dividing the proportion of wildtype (wt) cells at the end of the competition
by the proportion at the start. The CI of wt:ΔptsT
strains was determined by qPCR. The CI of wt vs CD1015ΔptsT::ahTCptsT
was calculated by selective plating.
Isolation of spontaneous treR mutants
C. difficile strains were inoculated into
continuous-flow minibioreactor arrays as previously described[10] using bioreactor defined
medium[29] without
starch (BDM4) supplemented with 5mM trehalose (BDM4tre). Every 24
hours after the start of the experiment 200 μL PBS with containing 100
mM trehalose was spiked into each minibioreactor. The reactors were sampled
daily, serially diluted and plated to DMM agar supplemented with 10 mM
trehalose. Resulting colonies were streak purified and the ability to grow on
low trehalose (10 mM) verified on plates and in broth culture. The
treR gene was sequenced and compared to the isogenic parent
strain.
Statistics
Statistical analyses were performed using R (v. 3.3.2). The Students two
sample t-test (2-tailed) was used for comparisons of continuous variables
between groups with similar variances; Welch two sample t-test (2-tailed) was
used for comparisons of continuous variables between groups with dissimilar
variances. P values from multiple comparisons were corrected using the Holm
method.[30] Wilcoxon
rank sum test with continuity correction was used for the toxin assay where data
is non-normal. Fold change data from treA gene expression
experiments were log-normalized prior to statistical analysis. Data were
visualized using individual data points and group means. The cox proportional
hazards model and likelihood ratio tests were used to test significant
differences in survival distributions among C.
difficile-challenged groups of animals.
Collection of human bio-specimens
For faecal samples, live subjects who were self-described as healthy and
had not consumed antibiotics within the previous two months were recruited to
provide faecal samples for human faecal bioreactor experiments. Informed consent
was obtained prior to collection of samples and no identifying information was
obtained along with the sample. Faecal samples were collected in sterile
containers, transported to the laboratory on ice in the presence of anaerobic
gas packs (BD Biosciences) within 16 hrs of collection, manually homogenized in
an anaerobic environment, aliquoted into anaerobic tubes, sealed and stored at
−80°C until use. Subjects who had ileostomies placed due to a
previous, undisclosed illnesses were recruited to provide ileostomy effluents.
Informed consent was obtained prior to collection of samples and no identifying
information was obtained along with the sample. After transfer from the ostomy
bag to a sterile collection container, ileostomy samples were transported to the
laboratory on ice within 12 hrs of collection. Upon receipt, samples were stored
at −20°C. Ileostomy donors were recruited through the Ostomy
Association of Greater Lansing, and were most likely residents of Lansing,
Michigan USA and its surrounding counties. Samples were stored at
−80°C or −20°C for 3-4 years prior to use.
Samples were randomly selected for testing from a bank of available samples.
Samples were collected according to a protocol approved by the Institutional
Review Board of Michigan State University (Protocol 10-736SM).Phylogenetic organization of C. difficile MLST profiles. Maximum
likelihood tree based upon concatenated Multi Locus Sequence Typing genes of
the 399 current profiles available at https://pubmlst.org/cdifficile/ .[35] Stars indicate position of strains
used in this study with red stars indicating sequence types possessing
either the treR L172I (ST1, ST41) or 4 gene insertion (ST11). Tree
constructed using MEGA7.[36]
Growth of C. difficle strains
a, The majority of strains can grow on 50 mM trehalose.
Dashed grey line and band indicate mean growth in DMM without a carbon
source and s.d. Solid lines indicate mean growth yield (OD600) for groups:
Non-RT027/078 (n=10), RT027 (n=8), and RT078 (n=3).
b, Deletion of treA ablates the ability of
both CD630 (RT12) and R20291 (RT027) to grow on trehalose. This phenotype
can be restored by supplying treA on an inducible plasmid
(n=3 for each strain/group). c, RT244 strains (DL3110
and DL3111) possessing the treR L172I mutation are capable of growth on 10
mM trehalose (n=3 for each strain/group). d,
CD1015ΔptsT can metabolize 50 mM trehalose (n=4 for each
strain/group). For panels a-d points represent biologically independent
samples, solid bars are mean.
RT027 strains express treA at a significantly higher
level than non-RT027 strains in the presence of 25 mM trehalose
Each data point (n=4 Ribotypes per group) represents gene
expression from a different, biologically independent, strain and is an
average from 2-5 independent experiments. P=0.029,
Mann-Whitney-Wilcoxon Test (2 sided).
RT027 strains have a L172I mutation at a highly conserved site
a, treR genes from available
C. difficile WGS files on NCBI (accessed 11-May-2017)
were identified by tblastn and translated to protein sequences. Sequence
fragments < 240 amino acids were discarded and the remaining 1010
sequences aligned with Clustal Omega[37]. All 191 sequences containing the L172I SNP also
contained the thyA gene, a marker for the RT027 lineage.
ThyA was not found in any other genomes. Numbers
indicate number of sequences with corresponding amino acid in that position.
Multiple sequence alignment visualization generated with
ProfileGrid.[38]
b, The TreR protein sequence from RT027 strain R20291 was
blasted against non-C. difficile sequences in the NCBI
database and the top 99 matches (along with R20291treR) aligned
with Clustal Omega. The Leucine at position 172 was found to be conserved in
93 of 99 non-C. difficile sequences. To confirm the
importance of this residue, TreR was blasted against all non-Clostridial
sequences in the NCBI database and the top 500 hits saved. Following removal
of duplicate species 191 sequences were aligned with Clustal Omega. The
Leucine at residue 172 was conserved in 83% of sequences (not
shown).
A treA knockout strain has decreased toxin production 48
hours after infection
Mice were gavaged 104 spores of either R20291 or
R20291ΔtreA and provided 5 mM trehalose in
drinking water. Points represent toxin levels from individual mice (R20291
n=10, R20291ΔtreA n=11) euthanized
48 hours after infection. Bars are mean. Mice gavaged with
R20291ΔtreA had significantly lower toxin
levels (p=.0268 Wilcoxon-Mann-Whitney test (2 sided), median 40960,
IQR 23040-46080 Vs 92160, IQR 51200-102400).
The 4 gene trehalose insertion is only present in the RT078
lineage
Artemis comparison tool (ACT) displaying pairwise comparisons
between C. difficile RT078 genome (M120) sequence and
genome sequences from other C. difficile ribotypes
(ribotypes indicated on the left). Numbers between grey bars indicate the
genomic region where the trehalose four gene insert is located
(3231169..3237057). Regions of sequence homology are displayed in red. The
trehalose four gene insert of RT078 (indicated by the arrow on the top) was
observed in RT078, but absent in other ribotypes.Compounds conferring ≥ 1.5-fold growth advantage in Biolog
Phenotypic Microarray plates PM1 or PM2.Results of individual experiment where growth was (+) or
was not (−) increased by at least 1.5-fold over DMM control.Spontaneous C. difficile mutants able to utilize 10
mM trehalose.Numbers refer to the position in the consensus TreR amino acid
sequence which become a premature stop codon.Strains, Primers, and Plasmids.Clinical isolates obtained from the Michigan Department of
Community Health (MDCH). Collected from Michigan hospitals between
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