Spontaneous mutations are important players in evolution. Nevertheless, there is a paucity of information about the mutagenic processes operating in most bacterial species. In this work, we implemented two forward mutational markers for studies in Caulobacter crescentus. We confirmed previous results in which A:T → G:C transitions are the most prevalent type of spontaneous base substitutions in this organism, although there is considerable deviation from this trend in one of the loci analyzed. We also investigated the role of dinB and imuC, encoding error-prone DNA polymerases, in spontaneous mutagenesis in this GC-rich organism. Both dinB and imuC mutant strains show comparable mutation rates to the parental strain. Nevertheless, both strains show differences in the base substitution patterns, and the dinB mutant strain shows a striking reduction in the number of spontaneous -1 deletions and an increase in C:G → T:A transitions in both assays.
Spontaneous mutations are important players in evolution. Nevertheless, there is a paucity of information about the mutagenic processes operating in most bacterial species. In this work, we implemented two forward mutational markers for studies in Caulobacter crescentus. We confirmed previous results in which A:T → G:C transitions are the most prevalent type of spontaneous base substitutions in this organism, although there is considerable deviation from this trend in one of the loci analyzed. We also investigated the role of dinB and imuC, encoding error-prone DNA polymerases, in spontaneous mutagenesis in this GC-rich organism. Both dinB and imuC mutant strains show comparable mutation rates to the parental strain. Nevertheless, both strains show differences in the base substitution patterns, and the dinB mutant strain shows a striking reduction in the number of spontaneous -1 deletions and an increase in C:G → T:A transitions in both assays.
Spontaneous mutations, arising without exposure of cells to external genotoxic
agents, arise at a constant rate in all organisms (Drake, 1991; Lynch, 2010).
Although most organisms show a bias towards C:G → T:A transitions among spontaneous
base substitutions, we have recently found that the bacterium C.
crescentus shows a different trend, with more A:T → G:C substitutions
among spontaneous mutations in the rpoB gene (Martins-Pinheiro ). Nevertheless,
use of rpoB as a mutational marker has limitations, such as the
relatively small number of amino acid changes leading to the detectable phenotype
(RifR) and the lack of detection of insertions and deletions.Error-prone polymerases are widespread in nature (Ohmori ), playing an important role in DNA
damage tolerance in bacteria by promoting translesion DNA synthesis (TLS) (Fuchs and Fujii, 2013). As a direct consequence
of their TLS activity and their regulation by many cellular stress responses,
error-prone polymerases are likely important players in the mutational processes
both in growing and non-growing bacterial cells (Galhardo ). These enzymes have been
extensively studied in Escherichia coli, where the SOS-regulated
genes umuDC and dinB encode the error prone
polymerases Pol V and Pol IV respectively.The role of these enzymes in DNA damage tolerance in E. coli is
clear. Pol V is required for damage-induced mutagenesis after cellular exposure to a
number of different DNA damaging agents, such as UV light, methyl nitrosoguanidine,
and 4-NQO (Kato and Shinoura, 1977; Bagg ; Woodgate, 1992). Pol IV is involved in
error-free bypass of both alkylation damage (Bjedov
) and N2-guanine adducts
(Jarosz ).
Deletion of the dinB gene does not affect the rate of spontaneous
mutations (Mckenzie ; Kuban ), and neither the sequences of the mutations observed in the
rpoB gene (Wolff ). Due to the very tight transcriptional and
post-transcriptional control of Pol V activity (Goodman ), umuDC genes are
assumed to have little effect on spontaneous mutagenesis. On the other hand, both
DinB and UmuDC have been implicated in untargeted mutagenesis in SOS-constitutive
cells (Caillet-Fauquet and Maenhaut-Michel,
1988; Kim , 2001), and also in
stress-induced mutagenesis (Cirz ; Petrosino
). Additionally, dinB
is subject to many layers of regulation in E. coli, being induced
by the SOS response (Kenyon and Walker,
1980), upon entry into stationary phase (Layton and Foster, 2003) and by beta-lactam antibiotics (Pérez-Capilla ).C. crescentus bears two genes encoding error-prone polymerases in
its genome, dinB, and imuC
(dnaE2), the later one being part of a conserved operon also
containing imuA and imuB. Previous studies have
shown that this operon is part of the SOS response both in C.
crescentus and in other bacteria where these three genes are induced as
part of the SOS response and cooperate in a mutagenesis pathway responsible for
Mitomycin C- and UV-induced mutagenesis (Boshoff
; Galhardo ; Warner ). Nevertheless, constitutive
transcription of imuABC in SOS-induced levels does not promote
significant increases mutation rates in C. crescentus, suggesting a
tight control of this mutagenesis pathway in cells experiencing DNA damage (Alves ).
Furthermore, the same study showed that the activity of ImuABC is RecA-independent,
setting it apart from the paradigm of mutagenic DNA polymerase regulation in
E. coli. Therefore, imuABC are thought of as
functional substitutes of umuDC in bacteria lacking these genes,
although its properties and regulation show considerable differences.On the other hand, the physiological role of dinB in C.
crescentus is still not understood. Differently from E.
coli, this gene is not part of the SOS regulon (Galhardo ; da Rocha ), and is not upregulated
in response to UV light, hydroxyurea and mitomycin C (Modell ).In an attempt to better understand the physiological role of error-prone polymerases
and to obtain a better appraisal of the characteristics of spontaneous mutagenesis
in C. crescentus, we implemented two forward mutational assays.
With these tools, we investigated the characteristics of spontaneous mutagenesis in
C. crescentus and analyzed the role of DinB and ImuC in this
process. We found that DinB has a major role in the generation of spontaneous
deletions in the C. crescentus genome.
Materials and Methods
Bacterial strains and growth conditions
The bacterial strains and plasmids used in this work are listed in Table 1. C. crescentus
strains were grown in PYE or M2 glucose (Ely,
1991), at 30 oC with constant shaking at 250 rpm for
liquid cultures. When needed, the following concentrations of antibiotics were
used: ampicillin 200 μg/mL (for selection of AmpR mutants in the
xylbla assay); tetracycline 4 μg/mL (for selection of
TetR mutants in the cItet assay); kanamycin 5
μg/mL; nalidixic acid 20 μg/mL.
Table 1
Bacterial strains and plasmids used in this study.
In frame substitution of xylX by
blaA with flanking regions, cloned in
pNPTS138
This study
pMCS7
Cloning vector, non-replicating in C.
crescentus
Thanbichler et al., 2007
pMCSCI
pMCS7 containing the cItet
cassette and ~500 bp of DNA for homologous recombination in the
C. crescentus chromosome
This study
Introduction of the cI (Ind-) λpR
tetA marker in the C. crescentus
genome
The cI (Ind-) λpR tetA cassette,
hereafter referred to as cItet marker for simplicity, was
originally constructed for use as a forward mutational marker in E.
coli (Bjedov ). This marker scores mutations in the
cI repressor gene, leading to constitutive expression of
tetA, and therefore, tetracycline resistance. For
integration of this marker in the C. crescentus chromosome, a
538 bp fragment corresponding to the region between bases 2404103 and 2404622 of
the NA1000 genome was amplified using primers inter3fwd and inter3rev
(Table
S1). This fragment served as the homology
region for recombination of the final construct on the chromosome. This amplicon
was cloned in the pMCS7 integrative vector in the NdeI site,
using restriction sites introduced in the primers. The resulting plasmid was
digested with KpnI and SmaI to receive the
cI cassette. The cI cassette was amplified
from the genomic DNA of the MG1655 cI (Ind-) λpR
tetA E. coli strain using the cItetfowkpn and cItetrevsac
primers (Table S1) and cloned in the above
construct. The resulting plasmid, pMCSCI (GentR), was introduced in
E. coli S17.1 by electroporation, and passed to C.
crescentus NA1000 via conjugation, resulting in strain RSG317,
which yielded spontaneous TetR mutants, unlike the parental strain
NA1000. dinB and imuC derivatives of RSG317
were constructed using ΦCr30 transduction using GM40 and GM50 strains as
donors.
Construction of the xylbla marker
We envisaged a strategy to replace the xylX gene, which is
necessary for the metabolism of xylose but dispensable for growth in rich media
(Stephens ), by blaA, conferring resistance to ampicillin
(West ),
to construct a novel marker for mutagenesis studies using a native C.
crescentus gene. The resulting strain is phenotypically
AmpS in the absence of xylose, but AmpR after
mutations (i) inactivating the XylR repressor, and (ii) altering the XylR
operator sequences in the PxylX promoter (Figure 1). This marker is referred to throughout the text as
xylbla.
Figure 1
Rationale of the xylbla marker. The xylX gene in the xyl operon has
been replaced by blaA. Nevertheless, repression by XylR in the absence
of xylose renders cells phenotypically AmpS. Cells can become
phenotypically AmpR by loss of function mutations (M) in xylR, or by
mutations in the xylR operator inside PxylX.
To replace xylX by blaA, we constructed plasmid
pxylblaE2, containing blaA flanked by 5` and 3` homology
regions surrounding xylX, as follows. First, blaA and blaB
primers were used for the amplification of blaA flanked by
EcoRI and BamHI restriction sites. A
region of homology immediately 3`of xylX was amplified using
primers xylC and xylD, which introduced BamHI and
SpeI restriction sites 5 and 3` respectively. A large
fragment containing the whole xylX gene and flanking regions
was obtained with primers xylA (introducing a HindIII site in
the 5`portion) and xylD. This amplicon possesses a natural
EcoRI site. Digestion of this fragment with
HindIII and EcoRI produced a shorter
fragment of 636 bp, corresponding to the region immediately 5` to
xylX plus the first 18 bp of the open reading frame.
Ligation of the three fragments in pBC KS + yielded a construct containing
blaA flanked by regions of homology to the 5` and 3` of
xylX. This fragment was subcloned in pNPTS138 to produce
the pNPTxylblaE2 construct.The first recombination event, integrating pNPTxylblaE2 into the C.
crescentus chromosome, was obtained by conjugation of C.
crescentus CS606 (ΔblaA) with E.
coli S17.1 carrying pNPTxylblaE2, selecting for KanR
NalR conjugants. Afterwards, a second recombination event,
leading to plasmid loss, was selected by plating cells in PYE medium
supplemented with 3% sucrose. The resulting clones were screened for xylose
auxotrophy, to look for strains with the substitution of xylX
by blaA. As expected, these recombinants yielded spontaneous
AmpR mutants, unlike the parental strain CS606. One of these
recombinants, designated RSG113, was chosen for the experiments.
dinB and imuC derivatives of RSG113 were
constructed using ΦCr30 transduction, using GM40 and GM50 strains as donors.
Fluctuation tests and determination of mutation sequences
Fluctuation tests for measurement of mutation rates were initiated by diluting a
saturated culture to ~102 cells/mL in PYE medium. This diluted
culture was split in 11 tubes containing 1 mL of cell suspension each, which
were grown for 48 h at 30 oC. Cell viability was determined by serial
dilution and plating on PYE. The number of mutants was determined as follows for
each of the markers used for mutagenesis studies. Due to the high frequency of
mutants, in the assays using the xylbla and
cItet markers, 100 μL of each culture was plated in
duplicate in PYE Amp and PYE Tet respectively. Mutation rates were calculated by
the Ma-Sandri-Sarkar Maximum Likelihood Estimator (MSS-MLE) using the FluCalc web tool (Radchenko ).All the TetR and AmpR mutants sequenced for the
determination of the mutational spectrum come from independent cultures in the
fluctuation assays, to ensure independent mutations were assessed. Mutations
were detected and analyzed for sequence quality using the Genious R8 software
(Biomatters).To determine the sequences of the TetR mutations, the
cI gene was amplified using primers cItetfwd and cItetrev.
Purified PCR products were sequenced using primers cIfwd, cIrev, cItet-Seq and
cItet-int.Since two classes of mutants are detectable in the xylbla assay,
we first identified the two classes of mutants using a previously reported
inability of xylR mutants to grow on minimal medium containing
glucose as a carbon source. Therefore, AmpR colonies were first
spotted on PYE and M2 glucose media. Mutants unable to grow on minimal media
were sequenced for mutations in xylR, and the remainder were
sequenced for mutations on PxylX. To sequence
xylR, a PCR product was obtained with primers xylR-fwd and
xylR-rev, and subsequently sequenced with the same primers and xylR-seq-final,
xylR-seq-1. Mutations in PxylX were determined by PCR with
primers Pxylx-fwd and blaB, and sequenced with Pxylx-fwd and PxylX-seq.
Results
Forward mutational assays in C. crescentus
In order to have better experimental tools for the study of mutagenesis in
C. crescentus, we constructed two sets of strains
(parental, and its dinB and imuC derivatives)
containing different forward mutational assays. The first set contains the
cItet marker, previously developed for mutagenesis studies
in E. coli (Bjedov ). The other contains a newly developed marker,
xylbla (Figure 1). It
uses the well-known xylose inducible xylX promoter, which is
controlled by the LacI family repressor XylR (Meisenzahl ; Stephens ). In this system,
the bla gene encoding a beta-lactamase naturally present in
C. crescentus was put under control of
PxylX, rendering cells phenotypically AmpS. Two
types of mutations are conceivable in this system. Mutations that disrupt the
operator sequence in PxylX, and mutations that inactivate the
XylR repressor, as depicted in Figure 1.
xylR and PxylX mutants can be
distinguished based on the poor growth of the former on minimal media containing
glucose as the sole carbon source, as reported before (Stephens ). C.
crescentus cells carrying cItet give rise to
spontaneous TetR mutants, and those carrying the
xylbla marker give rise to spontaneous AmpR
mutants, unlike the NA1000 strain. Sequencing revealed that both AmpR
and TetR mutants carry mutations in the predicted targets (see
below). Therefore, we successfully used forward mutational assays for this model
organism.
Roles of dinB and imuC in spontaneous
mutagenesis
We sought to determine the role of dinB and
imuC in spontaneous mutagenesis using both markers in
fluctuation assays (Figure 2). The results
show that both the dinB and imuC strains show
AmpR and TetR mutation rates comparable to the
respective parental strains. In the case of imuC, mutation
rates are indistinguishable from the parental strains ones in both markers,
given the overlap in the confidence intervals. The dinB strain
shows comparable AmpR mutation rates, but slightly decreased
TetR mutagenesis. Nevertheless, the small difference observed
(less than 2-fold) is usually not considered biologically relevant. These
results confirm our previous observations using the more limited
rpoB marker, which can only detect base substitutions. In
those experiments, we showed that imuC does not influence the
rate of RifR mutations (Martins-Pinheiro ). Although these
results indicate that both DinB and ImuABC have a limited role in spontaneous
mutagenesis, we reasoned that quantitative determination of mutation rates lack
the sensitivity to detect small, but biologically important, changes in the
mutational signatures in cells lacking these polymerases, as exemplified by the
small differences in TetR mutants observed in the
dinB strain. Therefore, we proceeded to analyze the
sequences of spontaneous mutations found in all loci under study.
Figure 2
TetR and AmpR mutation rates. TetR mutation rates were determined
using 66 cultures from 6 independent experiments. AmpR mutation rates
were determined using 55 cultures from 5 independent experiments. Both
the parental strains containing the cItet and xylbla markers (wt) and
their dinB and imuC derivatives were analyzed. Mutation rates and 95%
confidence intervals (represented by the error bars) were calculated
using the MSS-MLE (Ma-Sandri-Sarkar Maximum Likelihood
Estimator).
Spontaneous mutation signatures in cI
We analyzed the sequences of TetR mutants obtained with the set of
strains containing the cItet marker, and the results are
represented in Figure 3. The positions of
all mutations analyzed are described in Table S2. In all strains, small indels
account for a large fraction of the mutations observed, in agreement with
studies in other organisms using similar markers (Schaaper ). All these
mutations are localized in homopolymeric runs in cI (data not
shown). Both dinB and imuC strains show
alterations in the number of such frameshifts. 1 bp deletions represent 30% of
the mutations observed in the parental strain, and approximately 15% of the
mutations observed in the imuC derivative. No -1 frameshifts
were detected in the dinB strain among the TetR
mutants analyzed. On the other hand, both dinB and
imuC deficiencies lead to an increase in the number of 1 bp
insertions in cI.
Figure 3
Distribution of the different base substitutions in cI in wt, dinB
and imuC strains. Results are shown for NA1000 strain (wt) and mutant
strains (dinB and imuC). n indicates the number of mutants analyzed in
each strain. The different base substitutions are indicated. Del 1 bp: 1
bp deletions. Ins 1 bp: 1 bp insertions. Ins 21 bp: 21 bp insertion
detected in the wt strain.
Previously, we have described that the spontaneous base substitution signature of
C. crescentus in the rpoB gene is
dominated by A:T → G:C transitions, which is different from the bias towards C:G
→ T:A observed in most organisms studied to date (Martins-Pinheiro ). The
sequences of mutations in cI confirm this trend, given that A:T
→ G:C changes outnumber C:G → T:A transitions in the wt background. Curiously,
the number of C:G → T:A substitutions is increased in the dinB
background, but decreased in imuC.
Spontaneous mutation signatures in xylR
The spectrum of spontaneous mutations in xylR is summarized in
Figure 4. The positions of all
mutations analyzed are described in Table S3. This gene has a very pronounced
mutational hotspot, in which a cytosine insertion occurs after base 230 of the
open reading frame (Figure S1). Interestingly, this hotspot
does not consist of a homopolymeric run, and does not present any obvious
secondary structure formation. Therefore, the basis for the presence of this
hotspot is not known. The dinB strain shows a marked increase
in the proportion of mutations in this hotspot.
Figure 4
Distribution of the different base substitutions in xylR in wt, dinB
and imuC strains. The different base substitutions are indicated. Del 1
bp: 1 bp deletions. Ins 1 bp: 1 bp insertions not located in the
hotspot. Ins 1 bp hotspot: 1 bp insertions located in the hotspot. Small
dels: 2-8 bp deletions. ME ins: insertion of mobile elements. n
indicates the number of mutants analyzed in each strain.
Apart from mutations in the hotspot, the dinB strain lacks 1 bp
deletions in homopolymeric runs in xylR, as seen in
cI, suggesting that those are, to a large extent, generated
by Pol IV activity in C. crescentus. Another feature in common
between the two markers is that A:T → G:C transitions are the most frequent type
of base substitution observed in the wt strain. The same is observed for
dinB and imuC mutants in
xylR. Both dinB and imuC
deficiency cause an increase in the number of C:G → T:A mutations in
xylR, a feature not observed in the cI
gene for the imuC mutant, in which we observed the opposite
effect. Nevertheless, dinB deficiency leads to an increase of
C:G → T:A in both markers. Other differences in the patterns of base
substitutions in xylR can be seen among the strain backgrounds,
with the imuC strain showing more A:T → T:A and A:T → C:G
transversions. Taken together, the results obtained with the two loci point to a
clear role of dinB in preventing 1 bp insertions and C:G → T:A
transitions, and in the formation of -1 bp frameshifts. Minor changes in the
mutational spectrum can be seen in the imuC strain. This
polymerase seems to have a role in preventing A:T → T:A mutations in
xylR and A:T → C:G transversions in both markers.
Spontaneous mutation signatures in PxylX
We also investigated the AmpR mutations localized in
PxylX in cells carrying the xylbla marker.
Although the 14 bp operator sequence is a very small mutational target compared
to the 1.25 kp long xylR ORF, we observed that
PxylX mutations correspond to approximately 1/4 of all
AmpR mutations in cells carrying xylbla (data
not shown). There is no significant variation among the three strain
backgrounds, but there is a remarkable reversion of the mutational bias observed
in rpoB (Martins-Pinheiro
), cI and
xylR (Figure 5A).
Here, we find that C:G → T:A mutations largely outnumber A:T → G:C transitions.
C:G → T:A mutations are detected in 3 independent positions within the XylR
operator located in PxylX, ruling out a hotspot to account for
the results (Figure 5B). Another striking
point is that no frameshifts were observed among all the PxylX
mutations analyzed.
Figure 5
PxylX mutations. (A) Distribution of the different base substitutions
in PxylX in wt (parental strain), dinB and imuC strains. The different
base substitutions are indicated. n indicates the number of mutants
analyzed in each strain. (B) A small region in the PxylX region is
shown, with the XylR binding site underlined. Sequences above and below
the line show the different mutations detected.
Discussion
In this work, we have successfully implemented two forward markers for mutagenesis
studies in C. crescentus. Using these tools, we confirmed previous
observations in which a A:T → G:C mutations are the most prevalent type of base
substitution observed in C. crescentus (Martins-Pinheiro ). Curiously,
this is the predominant type of mutation found in mismatch repair deficient
E. coli, but not wild type cells (Lee ). In wild type E.
coli, as well as in many other organisms, C:G →A:T mutations
predominate (Lee ), and have been proposed as the universal mutational bias in
bacteria (Hershberg and Petrov, 2010; Hildebrand ).
These forward mutational markers will be valuable tools for future studies aiming at
understanding such difference between C. crescentus and most other
organisms.Nevertheless, we spotted an interesting deviation of this A:T → G:C bias in
C. crescentus. When mutations in the PxylX
region werere analyzed, there was a clear shift in the predominant mutation type,
with C:G → T:A transitions being the most frequent base substitution. The basis for
this deviation is not yet understood. We envision two not mutually exclusive
explanations. First, it is possible that lesions giving rise to C:G →T:A
transitions, such as uracil residues formed by spontaneous cytosine deamination, are
repaired more efficiently in transcribed regions compared to non-transcribed ones.
Second, the constant binding of the XylR repressor to the operator sequence could
hinder the access of repair proteins to DNA lesions and/or affect the rate of lesion
formation. These two hypotheses could also help to explain the proportionally higher
mutation rates in the small PxylX target.We also analyzed the role of the error-prone DNA polymerases ImuC and DinB in
spontaneous mutagenesis. imuC is controlled by the SOS response in
C. crescentus, whereas dinB is not (Galhardo ; da Rocha ).
Additionally, no conditions where dinB expression is increased has
been found in high throughput studies under DNA damaging conditions (Modell ).
Therefore, to the best of our knowledge, dinB expression is
constitutive in C. crescentus, unlike in other bacteria, such as
E. coli and Pseudomonas aeruginosa (Courcelle ; Sanders ), but
similar to M. tuberculosis, where the two dinB
orthologs are not part of the SOS regulon (Kana
; Smollett ). This observation is reminiscent
of the data in C. crescentus and indicates that inducibility by DNA
damage is not a universal feature of dinB in bacteria. Furthermore,
the M. tuberculosis orthologs have no obvious role in DNA damage
tolerance, and do not influence the rate and spectrum of spontaneous mutagenesis
(Kana ).In C. crescentus we found that this polymerase plays a role in
spontaneous mutagenesis, given that 1 bp deletions seem to be totally
DinB-dependent. Interestingly, ImuC also plays a role in the genesis of this same
type of mutation. These mutations typically arise in homopolymeric runs, as a
consequence of replication slippage. DinB overexpression has been long known to lead
to an increase in the number of 1bp deletions (Kim
, 2001), which occur through a dNTP-stabilized misalignment (Kobayashi ).
Nevertheless, our data suggest that physiological levels of DinB promote such
mutagenesis in C. crescentus. Future studies are needed to
understand if this phenomenon happens during TLS of endogenous lesions, or simply by
gaining access to ongoing replication of undamaged templates. Another possibility is
that DinB may be mutagenic in DNA synthesis during recombination intermediates
(Pomerantz ). Stress-induced mutagenesis in non-growing cells also has a strong
dinB-dependence (Mckenzie
). It could be the case that upon
saturation of the cultures and cessation of growth, a
dinB-dependent stress-induced mechanism is triggered in C.
crescentus, contributing to the appearance of the DinB-dependent
frameshifts in the fluctuation assays. Nevertheless, cultures were plated only a few
hours after they reached saturation in our experimental conditions, and not after
the longer periods of time required to detect stress-induced mutations (Shee ).Also, in both cI and xylR the absence of
dinB leads to an increase in the proportion of C:G →T:A
transitions. This may indicate a role of this constitutively expressed polymerase in
maintaining the A:T →C:G bias in C. crescentus. Other types of
mutations were found to be influenced by error-prone polymerases, such as the A:T →
C:G and A:T → T:A transversions in xylR, both increased in the
imuC background. In cI, ImuC seems to
contribute to the formation of C:G → T:A transitions. The loci specificity of these
observations probably reflects local sequence contexts that may either favor
increased endogenous lesion formation, or hinder DNA repair, providing lesion
substrates for translesion synthesis by these polymerases. This is evident in the
case of xylR mutations in the imuC strain, where
some of the A:T → T:A events occurred in the same position
(Table
S3).Altogether, our results point to a role of DinB in the genesis of small deletions in
C. crescentus cells not exposed to DNA-damaging agents. This
study also demonstrates the importance of detailed analysis of mutational spectra,
showing that it can reveal important small-scale changes in the proportion of base
substitutions across different genetic backgrounds, which cannot be assessed by mere
quantification of mutation rates.
Authors: Katherine L Smollett; Kimberley M Smith; Christina Kahramanoglou; Kristine B Arnvig; Roger S Buxton; Elaine O Davis Journal: J Biol Chem Date: 2012-04-23 Impact factor: 5.157
Authors: Daniel González; Marina Robas; Vanesa Fernández; Marta Bárcena; Agustín Probanza; Pedro A Jiménez Journal: Front Microbiol Date: 2022-03-07 Impact factor: 5.640