Vol 13, Issue 4, 570-578, April 2003
LETTER
Microarray Analyses of Xylella fastidiosa Provide Evidence of Coordinated Transcription Control of Laterally Transferred Elements
Luiz R. Nunes1,6,
Yoko B. Rosato2,
Nair H. Muto1,
Giane M. Yanai1,
Vivian S. da Silva1,
Daniela B. Leite1,
Edmilson R. Gonçalves2,
Alessandra A. de Souza3,4,
Helvécio D. Coletta-Filho3,
Marcos A. Machado3,
Silvio A. Lopes5 and
Regina Costa de Oliveira1,6
1Núcleo Integrado de Biotecnologia, Universidade de
Mogi das Cruzes, Mogi das Cruzes, SP 08780-911, Brazil;2
Centro de Biologia Molecular e Engenharia Genética,
Universidade de Campinas, Caixa Postal 6010, Campinas, SP, Brazil;3
Centro APTA de Citros Sylvio Moreira, Instituto
Agronômico de Campinas, Caixa Postal 04, Cordeirópolis, SP
13490, 970, Brazil; 4Empresa Brasileira de Pesquisa
Agropecuária, EMBRAPA; 5Unidade de Biotecnologia,
Universidade de Ribeirão Preto, Ribeirão Preto, SP
14096-380, Brazil
 |
ABSTRACT
|
|---|
Genetically distinct strains of the plant bacterium Xylella
fastidiosa (Xf) are responsible for a variety of plant
diseases, accounting for severe economic damage throughout the world.
Using as a reference the genome of Xf 9a5c strain, associated
with citrus variegated chlorosis (CVC), we developed a microarray-based
comparison involving 12 Xf isolates, providing a thorough
assessment of the variation in genomic composition across the group.
Our results demonstrate that Xf displays one of the largest
flexible gene pools characterized to date, with several horizontally
acquired elements, such as prophages, plasmids, and genomic islands
(GIs), which contribute up to 18% of the final genome. Transcriptome
analysis of bacteria grown under different conditions shows that most
of these elements are transcriptionally active, and their expression
can be influenced in a coordinated manner by environmental stimuli.
Finally, evaluation of the genetic composition of these laterally
transferred elements identified differences that may help to explain
the adaptability of Xf strains to infect such a wide range of
plant species.
[Supplemental material is available online
at www.genome.org.]
The xylem-inhabiting bacterium Xylella
fastidiosa (Xf; Hopkins and Mollenhauer 1973 ; Wells et al.
1987 ) has emerged as an important phytopathogen, implicated in the
development of citrus variegated chlorosis (CVC) in orange trees,
Pierce's disease (PD) in vineyards, phony peach disease (PP),
periwinkle wilt and leaf scorch diseases in plum, elm, maple, oak,
sycamore, and coffee (Hopkins 1989 ; Purcell and Hopkins 1996 ; Purcell
et al. 1999 ; Hopkins and Purcell 2002 ). Due to the presence of
economically important crops in this list, Xf has been the
subject of increasing attention in recent years (Hartung et al. 1994 ;
Chen et al. 1995 ; Pooler and Hartung 1995 ; Banks et al. 1999 ), leading
to the complete genomic sequencing of a strain (9a5c) associated with
CVC in Brazil, which turned out to be the first plant bacterium to have
its complete genome elucidated. This work also involved an extensive in
silico evaluation of the bacterium's presumed proteome, allowing the
formulation of a virtual metabolome that provided a comprehensive view
of the major biochemical processes that occur in this microorganism
(Simpson et al. 2000 ).
The existence of different disease symptoms observed in a wide range of
plant hosts (Pooler and Hartung 1995 ; Chen et al. 2000 ), possibly
associated with genetically distinct Xf strains, has led
researchers to hypothesize that total genome comparisons among such
strains may uncover important information regarding genes involved in
the interaction with specific hosts. These results could provide the
basis for further epidemiological studies and more efficient control of
these phytopathogens (Hendson et al. 2001 ). Thus, the genomes of two
other strains isolated from oleander and almond trees were partially
sequenced and annotated (http://www.jgi.doe.gov/jgi_microbial/html),
and a fourth strain, isolated from grapevines and responsible for PD in
California, has also been sequenced to completion
(http://www.lbi.ic.unicamp.br/world/xf-grape). Total genome
comparisons have been performed among these strains, indicating the
presence of specific gene sets for each isolate (Bhattacharyya et al.
2002a ,b ; Costa de Oliveira et al. 2002 ). However, no attempt has been
made to gather information about specific gene expression modulation
under controlled experimental conditions. This problem becomes more
relevant since the annotated genomes point to the existence of a high
percentage of open reading frames (ORFs) whose functions are still
unknown (over 50% of the genome from strain 9a5c), whereas genes
assigned with putative functions may be associated with several,
nonexclusive, possible pathogenicity mechanisms.
In this report, a spotted microarray carrying approximately 2200 ORFs
from the genome of Xf 9a5c strain (Simpson et al. 2000 ) was
hybridized with DNA from 11 Xf strains, obtained from
different plant hosts and geographic origins. The results revealed the
existence of a highly conserved core gene pool, containing all genes
involved in the major biochemical pathways and cellular functions,
which are likely to determine the adaptation of Xf to life in
the plant xylem. In contrast, we found evidence that Xf
displays a large flexible gene pool, characterized by the presence of
several clusters containing foreign genes. Some of these clusters
fulfilled the designation of genomic islands (GI), whereas others were
considered putative GIs (Hacker and Kaper 2000 ; Hacker and Carniel
2001 ). The major GIs were consistently found in the citrus and coffee
strains, but not in those obtained from other hosts. Moreover,
transcriptome analysis revealed coordinated transcription of most genes
within GIs and prophages, indicating that gene expression in these
horizontally transferred elements can be controlled by growth
conditions and, perhaps, other environmental stimuli. The number of
genes contained in GIs, prophages, and plasmids indicates that
Xf carries one of the largest flexible gene pools described to
date, and dissection of its composition helps to explain the efficient
adaptability of the group to infect such a wide range of plant species.
 |
RESULTS
|
|---|
Genomic Comparison of Xf Strains
Evidence for the existence of laterally transferred genes in
Xf was first reported by Simpson et al. (2000) , who mapped the
presence of two ORFs, originally found in Dichelobacter
nodosus and Ralstonia eutropha, within cryptic prophages
found in the genome of Xf strain 9a5c. Recent genome
comparisons involving Xf strains obtained from citrus, almond,
and oleander plants broadened this scenario, suggesting that a series
of conjugation-related ORFs found in Xf strains could have
been acquired from soil-inhabiting bacteria (Bhattacharyya et al.
2002a ). Moreover, a large ( 67-kb) element present in the genome of
Xf strain 9a5c was identified as a new prophage, probably
derived from the Siphophage group of double-stranded bacteriophages
(Bhattacharyya et al. 2002b ).
However, these comparisons employed only in silico approaches and
therefore, relied solely on information derived from completely or
partially sequenced genomes, limiting the scope of the observations to
a small number of strains. In the present work, a microarray
hybridization approach allowed comparison of the genome from strain
9a5c with a significantly larger set of Xf strains, obtained
from different hosts: two strains from citrus, plum, and grapevine and
one strain from almond, coffee, elm, mulberry, and ragweed (Table
1). The results obtained allowed detection
of missing and duplicated genes across the 12 Xf strains,
generating the genomic profiles shown in Figure
1B (all genetic differences observed in the
analyzed strains can be found in the supplemental material). Although
the precise genomic composition seems to be unique for each strain, one
can clearly visualize an overall pattern that differentiates the
citrus/coffee group (group 1) from the isolates obtained from plum,
ragweed, grape, mulberry, elm, and almond (group 2).

View larger version (51K):
[in this window]
[in a new window]
|
Figure 1. A comparative and functional analysis of X. fastidiosa
genomes. (A) The relative chromosomal position of genes that
showed transcription upregulation in PW (red bars) and XDM (green bars)
media. Most PW-overexpressed genes are located in clusters that
coincide with prophages or GI regions. (B) The genomic
profiles among 12 Xf isolates obtained from different hosts
and disparate geographical origins. DNA from these isolates was labeled
with Cy5-dCTP and submitted to competitive microarray hybridization
with Cy3-labeled DNA from Xf strain 9a5c. ORFs were
categorized as common to the two strains, exclusive to Xf
strain 9a5c, or duplicated in the test strain, depending on the
specific Cy5/Cy3 ratio. The figure shows the presence/absence of
2200 ORFs from Xf strain 9a5c across the genome of all
tested strains. A red bar indicates the presence of a gene, a black
bar, absence of the gene, and duplicated sequences are represented by a
green bar. (C,D) The CG content and codon bias
variations in strain 9a5c, respectively. The figure also indicates the
relative positions of five genomic islands
(GI1GI5), six putative
GIs (pGI1pGI6), four integrated prophages
(XfP1XfP4), one plasmid integration region (pI1), and pXf51 plasmid,
identified in the genome of Xf strain 9a5c.
|
|
Differences between the two groups were mainly associated with large
sets of missing/duplicated ORFs, and some of these regions mapped
within the laterally transferred genomic elements mentioned above. To
verify whether other missing/duplicated regions could be the result of
previously unnoticed prophages and GIs, we analyzed codon bias and GC
content variation along the sequence of the Xf strain 9a5c
chromosome (Fig. 1C,D). These analyses identified several regions where
altered codon usage and variable GC content were simultaneously
observed, and some of these regions were associated with chromosomal
locations where missing/duplicated ORFs were mapped during our genomic
comparisons. Four regions are related to integrated prophage sequences
(XfP1, XfP2, XfP3, and XfP4) already described by Simpson et al.
(2000) , whereas others display several characteristics of GIs, as
verified in other systems (Table 2; Hacker
and Carniel 2001 ).
View this table:
[in this window]
[in a new window]
|
Table 2. General Characteristics of Putative Horizontally Transferred Elements
Found in the Genome of Xf
Strain 9a5c
|
|
The first region (named GI1) is an 37-kb-long segment of
DNA encompassing ORFs XF0480 to XF0536. This region presents all the
characteristics expected of a typical GI (Karlin 2001 ): (1) higher GC
content, (2) altered codon bias, (3) insertion at the 3' end of a tRNA
gene (tRNA-N), and (4) it bears genes encoding an integrase at one end
(ORFs XF0535 and XF0536). These ORFs display high similarity to a
heterodimeric integrase found in association with an insertion element
from Helicobacter pylori (Kersulyte et al. 2000 ). The above
criteria have been used to characterize GIs from several
microorganisms, and the ORF composition of GI1 is also in
accordance with what has been verified in other systems, including 41
hypothetical proteins, six conserved hypothetical proteins, five
phage-related factors (including a hemolysin-like enzyme), one lipid A
biosynthesis enzyme, one fimbrillin, and the virulence-associated
factor VapE from Dichelobacter nodosus (Bloomfield et al.
1997 ). These latter factors are typically present in pathogenicity
islands (PAIs), a subset of GIs that transfer virulence-related genes
among microorganisms and are currently viewed as key virulence
determinants in many pathogenic bacteria, such as Vibrio
cholerae, Shigella flexernii, Helicobacter
pylori, enteropathogenic Escherichia coli (EPEC), and
others (Bjorkholm et al. 2001 ; Dobrindt et al. 2002 ; Dziejman et al.
2002 ; Tauschek et al. 2002 ; Walker and Verma 2002 ). The changes
associated with this region suggest that GI1 might be partly
or entirely duplicated in the citrus strains, but absent in bacteria
from the other hosts (except for coffee), indicating a remarkable level
of transpositional activity during the evolution of the Xf
group.
A second large GI (named GI2) spans almost 67 kb, from ORF
XF1718 to XF1792. It also displays typical GI characteristics, and
ORF1718 is very similar to an integrase associated with a
self-transmissible 105-kb element that carries the clcRABDE
genes, which encode catechol-degrading enzymes in Pseudomonas
putida (Ravatn et al. 1998 ). In Xf, this element is
integrated at the 3' end of tRNA-G and carries a series of 12 ORFs
encoding different ketoreductases/dehydrogenases and eight
transcription regulators. A few other ORFs have assigned functions
associated with outer membrane structure (including one fimbrillin
gene), DNA replication, phage-related metabolism, and others. However,
the majority of ORFs found in this element also encode hypothetical and
conserved hypothetical proteins (42 ORFs). As mentioned above, an
independent study by Bhattacharyya et al. (2002b) identified this
element as another cryptic prophage. However, we see no strong evidence
to support this hypothesis, because two independent genome annotations
were not capable of identifying a complete set of genes encoding
prohead components, phage regulatory factors, and a full DNA
replication machinery, as expected from a typical integrated prophage
(Simpson et al. 2000 ; Battacharyya et al. 2002a ,b ). We shall,
therefore, continue to refer to this element as a GI.
Three smaller GIs were identified, spanning from ORFs XF0631 to XF0641
(GI3), XF1859 to XF1885 (GI4), and XF2108 to XF2132
(GI5). Due to their reduced size ( 9, 15, and 16 kb,
respectively), they should be referred to as genomic islets (Hacker and
Carniel 2001 ). GI3 is the only GI identified that does not
display significant variation in codon bias and GC content, but other
than that, GI3 has all expected properties of a typical GI:
It seems to be integrated at the 3' end of tRNA-S and carries a
phage-related integrase (ORF XF0631), along with nine hypothetical
proteins and one DNA modifying enzyme. It is conserved across group 1
and in a few group 2 isolates (elm, plum I, and plum II), but
missing in the remaining strains. The small variations in
codon bias and GC content and the presence of GI3 in genomes
other than citrus and coffee suggest that this islet might be more
ancient than the others. GI4 is inserted next to tRNA-K and
carries only 27 ORFs, five with a known function and all encoding
phage-related proteins, probably derived from bacteriophage Pf3. This
islet is likely missing in all group 2 isolates, with the exception of
the mulberry strain, where most of its structure seems to be preserved.
Similarly, this GI is conserved in the group 1 strains, although some
degree of genomic instability could be found in the coffee strain and
both citrus isolates. Surprisingly, no known integrase was found within
GI4, and it is the only identified GI that does not display
transcription upregulation when cells are grown in Periwinkle Wilt (PW)
medium (see Methods). GI5, on the other hand, bears a
phage-related integrase (ORF XF2132) and is inserted next to tRNA-C. It
also carries a great number of ORFs with unknown function, and another
copy of the D. nodosus vapE gene is present in its
structure. This element displays a partial inverted duplication of the
vapE-containing region of GI1 and seems to be
conserved in the coffee strain, whereas it is duplicated in the two
citrus isolates and partly missing in all group 2 representatives.
A series of other regions with altered codon bias and GC content were
encountered throughout the genome of strain 9a5c, but because most of
them did not seem to be associated with areas of genomic instability in
the tested isolates, we decided to name them pGIs (for putative GIs).
The general characteristics of these pGIs are listed in Table 2. They
all resemble, to some extent, typical GIs, but the most striking
observation is that most of them also carry PW-upregulated genes,
either along their entire structure or associated with subsets of genes
(see below).
Finally, a large 52-kb element located between ORFs XF2025 and XF2087
seems to be the result of plasmid-mediated gene integration. Although
the majority of genes from this region are missing in the group 2
isolates, no alterations in GC content or codon bias were observed.
Moreover, this element does not carry any integrase-like ORF and is not
inserted in the vicinity of tRNA-like genes. A series of ORFs
encoding bacterial conjugation factors (TraCDEF and TrbBCDEFGHIJLN)
are present in this element. These tra/trb genes are
typically found in widespread conjugationally transmitted plasmids,
originally isolated from E. coli and other enterobacteria
(Motallebi-Veshareh et al. 1992 ). This element also bears two plasmid
stabilization proteins, ParD/E, reinforcing its possible
plasmid-mediated origin. This element was named PI1 (for
Plasmid Integration) and also carries a particularly noteworthy
multidrug efflux system (ORFs XF2083 to XF2085), along with three
transcription regulators (ORFs XF2038, XF2062, and XF2086) and a series
of 34 hypothetical/conserved hypothetical protein-coding ORFs.
Transcriptome Analysis of Xf Strain 9a5c Grown in Different Media
Lateral gene transfer is currently viewed as an important mediator
of bacterial evolution. However, acquisition of foreign genes present
in GIs does not necessarily lead to the development of new phenotypes,
because these newly acquired elements will only be expressed in the
host cell if recognized by the transcriptional machinery and their
expression control is efficiently coordinated with the rest of the
genome (Hacker and Carniel 2001 ). Thus, the presence of so many
horizontally transferred elements in Xf strain 9a5c raised
questions about the functional role(s) played by their resident genes,
because there is no evidence for their effective transcription in vivo.
Moreover, because most GIs are lacking in some of the strains under
analysis, it is possible that these elements are nonessential for
bacterial survival.
Thus, to verify whether Xf can efficiently regulate the
expression of genes present in any of the transposable elements
mentioned above, microarray hybridizations were carried out with RNA
samples obtained from bacteria grown in two very distinct media:
Periwinkle Wilt (PW; Davis et al. 1981 ) and Xylella Defined
Medium (XDM; Lemos and Alves 2001 ). PW contains amino acids, BSA, and
peptone as sources of carbon, nitrogen, and other nutrients, whereas
XDM contains only glycerol and glutamic acid. Due to the marked
differences in the composition of these two media, they are able to
induce variations in bacterial physiology and growth kinetics. Indeed,
when cells were harvested for RNA extraction after several days of
incubation, Xf grown in PW showed a twofold higher cellular
density compared to cells grown in XDM, even though both cultures had
reached early to mid-exponential growth phase at this point, as
verified by OD600 measurements (data not shown).
As expected, the two cultures revealed striking differences in their
respective transcriptomes (see supplemental materials for a complete
list of modulated genes). Surprisingly, only 55 genes were found to be
overexpressed in XDM, and their transcription modulation seems to be
much smaller compared to what is observed in PW-overexpressed genes
(Fig. 2). Among these, 17 ORFs encode
hypothetical and conserved hypothetical proteins. ORFs encoding
stress-related factors, such as GroEL, GroES (ORFs XF0615 and XF0616),
and SodA (ORF XF1921) were also found under these conditions, as were
several ribosomal proteins. These findings are only partly consistent
with the observations made by Paustian et al. (2002) , who used
microarray hybridizations to evaluate the transcriptional response of
Pasteurella multocida to nutrient limitation, comparing
bacteria grown in rich and minimal media. The Paustian
studies showed that one-third of the bacterial genome appeared to have
its transcription modulated over the course of the experiment. A
greater number of genes, including those involved in energy metabolism,
transport, protein synthesis, and binding were overexpressed in rich
medium, whereas growth in minimal medium led to upregulation of a
smaller number of genes, encoding enzymes associated with amino acid
biosynthesis, membrane transport systems, and heat shock proteins. Some
of the differences observed between the Paustian study and
the findings reported herein might be due to the composition of XDM,
which, although limited in nutrient availability compared to PW,
cannot be considered minimal medium, which is yet to be developed for
X. fastidiosa. Furthermore, it is important to note that most
genes involved in major biosynthetic pathways were not modulated in any
of the growth conditions. Although a few such genes were found to be
upregulated in PW (see below), their expression could also be detected
after hybridization with RNA obtained from cells grown in XDM,
suggesting that X. fastidiosa might have most of these ORFs
under the control of poorly induced and/or constitutive promoters,
which may represent an adaptation to life in a naturally nutrient-poor
environment such as the plant xylem.

View larger version (54K):
[in this window]
[in a new window]
|
Figure 2. Results from competitive hybridizations between RNA samples obtained
from cells grown in XDM medium (labeled with Cy3) and PW medium
(labeled with Cy5). Each spot on the array is represented by a dot in
the scatter plot shown above. The graph displays the specific,
background-subtracted, average intensities for each gene on the array.
Gray lines represent fold change values comparing the Cy3 and Cy5
intensities. Lines below the diagonal represent XDM/PW values of two-,
three-, five- and 10-fold, respectively. Lines above the diagonal
represent XDM/PW ratios of 1/2, 1/3, 1/5, and 1/10.
|
|
Growth in PW, on the other hand, leads to strong upregulation of 399
genes. Many of these genes are functionally related and seem to be
organized in operons, such as the region encompassing ORFs XF0421 to
XF0425which appears to carry a recombination-related operon.
Functional categorization of the PW-induced genes showed a great number
of ORFs encoding hypothetical (166) and conserved hypothetical proteins
(39), but representatives from all functional categories described by
Simpson et al. (2000) seem to be upregulated in PW, including some
pathogenicity-associated genes, such as the virulence proteins
VapE (ORFs XF0506 and XF2121), AcvB (ORF XF0754),
hemolysins (ORFs XF0668 and XF1011), and the hemagglutinin-like protein
PspA (ORF XF0889). Interestingly, the neighboring ORFs XF0890,
XF0891, XF0892, XF0894, XF0895, XF0896, and XF0897 seem to be submitted
to the same transcriptional control as PspA, making it
tempting to speculate that the hypothetical proteins encoded by these
genes might be associated with PspA-related functions. Other
ORFs are upregulated in PW, including genes associated with DNA
replication and repair, cytochrome biogenesis, transport, amino acid
biosynthesis, and other functions.
Surprisingly however, chromosomal mapping of PW-overexpressed genes
showed that most of them were present within prophages, GIs, and pGIs
detected in Xf strain 9a5c (Fig. 1A). Moreover, regulation of
gene expression within these elements seems to occur in a coordinated
manner, because large sets of contiguous genes were simultaneously
upregulated. For example, in the large, 67-kb GI2,
upregulation of nearly all genes could be observed. This coordinated
control of transcription was also observed in the other GIs (with the
exception of GI4, which bears no integrase gene), as well as
in prophages XfP1, XfP2, and XfP3 (Fig. 1A). Although there is no
evidence of phage particle release by Xf cells, the
coordinated expression pattern observed across XfP1, XfP2, and XfP3
indicates that these elements might have conserved a relatively
independent mechanism of transcription control. It was surprising,
however, to see that the same phenomenon was associated with genes
present in a genomic island, because there is no precedent for the
existence of a similar control mechanism in GIs.
 |
DISCUSSION
|
|---|
The recent advances in the field of comparative genomics resulted in
the development of a new paradigm to explain bacterial evolution. It is
now clear that prokaryotic genomes are composed of a core gene pool and
a flexible gene pool (Hacker and Kaper 2000 ; Hacker and Carniel 2001 ).
The majority of genes in the core gene pool encode proteins that play
roles in basic cellular functions and exhibit a rather homogeneous GC
content and codon usage preference. Elements from the flexible gene
pool, on the other hand, often encode additional functions that are not
essential for bacterial growth, but provide advantages under particular
conditions, such as changes in the environment and adaptation to a new
host. These genes are normally associated with phages, plasmids,
integrons, and other transposable elements. Their contribution to the
overall gene content has been estimated to vary among bacteria (Hacker
and Carniel 2001 ). Some microorganisms, such as E. coli and
Synechocystis sp., have larger flexible gene pools,
corresponding to 18% and 16% of the total genome, respectively
(Lawrence and Ochman 1998 ; Ochman et al. 2000 ). This percentage is
around 10% in Methanobacterium thermoautrophicum and
Mycoplasma pneumoniae, 5% in Helicobacter pylori and
Deinococus radiodurans, and virtually 0% in Rickettsia
prowasekii and Mycobacterium genitalium (Ochman et al.
2000 ). In Xf 9a5c, the number of genes carried by plasmid
pXf51, prophages, pI1, and GIs add up to 510, which
corresponds to 18% of the total number of ORFs annotated by Simpson
et al. (2000) . Thus, the flexible gene pool in this bacterium seems to
be one of the largest described to date. Moreover, different
Xf strains display variable genome sizes and carry
strain-specific gene sets, which mainly include ORFs encoding conjugal
transfer factors, restriction-modification systems, methyltransferases,
hypothetical/conserved hypothetical proteins, and other genes typically
found in horizontally transferred elements (Bhattacharyya et al.
2002a ,b ). Thus, strain-specific flexible gene pools are likely to be
found within the Xf group, a theory that is reinforced by the
presence of different plasmids and a putative plasmid-derived
Pathogenicity Island in some North American isolates (Pooler et al.
1997 ; Bhattacharyya et al. 2002a ,b ).
Several examples of GIs have been observed in different microorganisms
associated with symbiotic and saprophytic behaviors, as well as other
aspects of environmental adaptation and pathogenicity (Sullivan and
Ronson 1998 ; Hacker and Kaper 2000 ; Hacker and Carniel 2001 ). Efforts
have been made to understand the control of gene expression in GIs,
which are believed to be coordinately regulated with the core genetic
pool, allowing fully functional integration of GIs and other components
of the flexible gene pool to the global regulatory network of the cell.
For instance, the global regulator PhoP-PhoQ of Salmonella
typhimurium is located in the ancestral chromosome (Deiwick et al.
1999 ), but can positively regulate expression of the mgtC
genes located in a GI. Other examples are the ToxT and YbtA
transcriptional activators of V. cholerae and Yersinia
sp., respectively, which are located in GIs, but regulate the
expression of genes located outside these regions (Carniel 2002 ; Sarkar
et al. 2002 ). However, these analyses always addressed the study of
gene expression in PAIs and other GIs through the individual evaluation
of a few pathogenicity genes. Our array-based global analysis of gene
expression in Xf demonstrated a situation where the entire
length of several elements of the flexible gene pool have been
subjected to upregulation. This phenomenon seems consistent with
relatively recent acquisition of such horizontally transferred elements
by Xf, with insufficient evolutionary time to guarantee proper
gene expression coordination with the core genetic pool.
Interestingly, this upregulation does not seem to be related to
differences in cell density or growth kinetics, because hybridizations
comparing RNA samples obtained from cells harvested at early and late
exponential growth phases did not show distinct expression profiles
(data not shown). Thus, it is possible that these laterally acquired
genes may be responding collectively to environmental stimuli, perhaps
due to differences in media composition. This raises the possibility
that GIs might not only be capable of transferring large gene sets
among bacteria, but may also control their transcriptional activation
in a rather independent manner. If that is the case, the
ability of GIs to mediate the acquisition of new characteristics might
have a much deeper impact on bacterial evolution than previously
imagined, and a better assessment of the mechanisms that control gene
expression in transposable elements might be of extreme importance to
understand the processes that mediate pathogenicity and environmental
adaptation of microorganisms.
In the case of Xf, these genes are likely to hold the key to
explain the broad host range of this phytopathogen, because the overall
genomic diversity observed among the strains is mainly due to elements
from the flexible gene pool. As a result, most variations involve ORFs
associated with phage metabolism, plasmid maintenance, bacterial
conjugation, and enzymes associated with environmental response and
adaptation, such as transcriptional regulators, drug-resistance
enzymes, and virulence factors. Cell wall- and outer membrane-related
structural components also accounted for significant differences among
the tested strains. Particularly noteworthy is the observation of
differences among fimbrillin genes, whose products may establish direct
contacts with host cells and other bacteria (Park et al. 2001 ). One
fimbrillin (ORF XF0539) was not found in the strains obtained from elm
and plum, whereas the almond, grape, mulberry, and ragweed isolates
lacked four of the fimbrillin genes from strain 9a5c (ORFs XF0487,
XF0538, XF0539, and XF1791). These factors are adhesins of Type IV
fimbriae found in numerous bacterial species that infect humans,
animals, and plants and are important players in the process of host
colonization and disease development (Kennan et al. 2001 ; van Doorn
2001 ). Another enzyme involved in modification of outer membrane
carbohydrates (OafAORF XF0778) is missing from all North American
strains except grape-FL. Virulence factors, such as bacteriocin, VapD,
VapE and the virulence regulator XrvA (ORFs XF2007, XFa0052, XF0506,
and XF0749, respectively) also displayed similar profiles, as did ORF
XF1744, a hypothetical oxidoreductase, possibly associated with
invasive capability, which is also missing in all group 2 strains
(Gaillard et al. 1991 ). Although such differences among pathogenicity
factors might help to explain the disparate pathogenies caused by
Xf strains, recent evidence points to host-specific factors as
key mediators of disease manifestation by these bacteria (Li et al.
2002 ).
The subdivision of Xf strains into at least two distinct
groups is in accord with previous observations (Chen et al. 2000 ;
Hendson et al. 2001 ; Mehta and Rosato 2001 ), but even inside each
group, a considerable degree of variation can be observed. The citrus
group bears duplicated regions not observed in the coffee strain. The
latter isolate does not carry an 32-kb-long region of
pI1possibly excised by homologous recombination between two
copies of the traC gene (ORFs XF2025 and XF2061). Within group
2, the almond/grape strains display a similar profile, whereas elm and
plum II isolates are nearly identical to each other, contrasting with
plum I. Independent studies found strain plum I to have a closer
phylogenetic relationship with the citrus-coffee strains than with
others (da Costa et al. 2000 ; Mehta and Rosato 2001 ). This finding is
in accord with geographic distribution, as plum I was originally
obtained from a diseased tree in the southern region of Brazil, being
the first Xf isolate obtained in that country (French and
Kitajima 1978 ). Interestingly, strain plum I was the only group 2
isolate to bear nearly all ORFs from pXf51, the large 51-kb plasmid
found in CVC strain 9a5c. However, considering the overall genomic
profile, it is likely that strain plum I derives directly from the
North American isolates from group 2. It is tempting to speculate that
this isolate might have been brought to Brazil as a graft or seedling
contaminant and acquired pXF51 sequences through lateral gene transfer
after coming into contact with other South American Xf
strains, raising interesting possibilities concerning genetic
interactions among Xf isolates in the wild and genomic
plasticity within the group. In this sense, the observation that
GI2 seems to be present only in group 1 suggests that it may
have been acquired after geographical separation between North and
South American strains. The remaining horizontally transferred
elements, however, appear to display a more complex distribution
pattern, hindering more conclusive evaluation of their
evolutionary history. For instance, the mulberry strain seems to carry
most sequences from GI4, which is lacking in other group 2
representatives. On the other hand, this very same strain does not
carry sequences from GI3, which is present in elm, plum I,
and plum II. Several sequences from prophage XfP1 are lacking in elm
and plum II strains, but present in other group 2 isolates. These
observations reinforce the idea that the flexible gene pool in
Xf might display a complex, strain-specific evolutionary
pattern.
Nonetheless, despite all of the differences categorized and discussed
above, it must be noted that the overall similarity among Xf
genomes was very high, with more than 90% ORF conservation between
strain 9a5c and the group 2 representatives. The conservation of ORFs
increased to 97% when strain 9a5c was compared to the coffee strain
and to 99% when the comparison involved the other citrus isolates.
Essentially, all genes involved in the major biosynthetic pathways and
cellular functions are present in all analyzed Xf
strains, suggesting that adaptation of the entire group to life in the
plant xylem is likely to depend on genes from the highly conserved core
gene pool, responsible for the major physiological characteristics
already discussed by Simpson et al. (2000) , which involve a
mechanism for energy generation based on the utilization of
carbohydrates, including enzymes for cellulose degradation, but with no
alternative energy sources based on catabolism of fatty acids or amino
acids. Fully equipped biochemical pathways guarantee biosynthesis of
all amino acids, purines, pyrimidines, and other nutritional
requirements, which are also met through the presence of an elaborated
panel of membrane transporters for the efficient uptake of different
ions and organic compounds. On the other hand, up to 18% of the
genomic composition of strain 9a5c may be associated with elements from
the flexible gene pool, which have been shown to carry important
adaptation and putative pathogenicity factors. Moreover, we provide
evidence that gene expression within these elements can be efficiently
modulated by environmental stimuli, and that Xf strains are
likely to exchange genetic material in the wild, contributing to the
considerable genomic differences observed among strains from groups 1
and 2. Thus, an efficient mechanism for exchanging mobile elements in a
large flexible gene pool may be of capital importance in mediating
adaptation of Xf to new hosts.
 |
METHODS
|
|---|
Origin of the Isolates and Growth Conditions
Xf strains from different hosts and geographic origins
(Table 1) were grown in either Periwinkle Wilt (PW) medium (Davis et
al. 1981 ), which contained 4.0 g phytone peptone, 1.0 g tryptcase
peptone, 1.2 g K2HPO4, 1.0 g
KH2PO4, 0.4 g MgSO4, 0.1% hemin
chloride, and 10 mL phenol red per L, or in Xylella Defined
Medium (XDM), which contained 0.23 g K2HPO4, 0.10 g
MgSO4.7H2O, 1.1 g glutamic acid, 4 mL glycerol, and
0.5 g ferric pyrophosphate per L (Lemos and Alves 2001 ). The bacteria
were initially grown on solid medium and then transferred consecutively
to increasing volumes of liquid medium (5, 20, 50, and 100 mL). In each
step, the cells were incubated for 4 d in a rotatory shaker at 28°C.
Because the bacteria grew adhering to the flask walls, the cellular
mass was disrupted by pipetting and vortexing before proceeding to the
next transfer. After the last step, the cellular mass was transferred
to 200 mL of PW or XDM liquid medium and incubated for another 4 d.
Bacterial growth in both PW and XDM media was evaluated through
measurement of optical density (OD600). Aliquots (1.0 mL)
were sampled at 24-h intervals over a 10-d period. The samples were
centrifuged, and the resulting pellet was disrupted in 1.0 mL of saline
(0.9% NaCl) and OD600 immediately read in a
spectrophotometer. Three independent samples were analyzed for each
time point.
Microarray Fabrication
Specific primer pairs for amplification of 2838 ORFs found in the
genome of Xf strain 9a5c were designed employing the software
Primer3 (kindly provided by Dr. S. Rozen at
http://www.genome.wi.mit.edu/genome_software/other/primer3.html).
Approximately 2500 primer pairs, representing 2205 different ORFs from
the main chromosomal DNA and from the pXf51 plasmid, yielded specific
PCR amplification products. Most of the amplified fragments ranged in
size between 350 and 1000 base pairs. The PCR products obtained were
purified with the QiaQuick 96 PCR purification system (QIAGEN) and
spotted onto CMT-GAPS silane-coated slides (Corning), using an
Affymetrix 417 Arrayer, according to the manufacturer's instructions.
The printed microarrays were used for competitive hybridization
experiments using DNA samples obtained from Xf strains. This
approach allowed a global comparison of approximately 2200 ORFs from
Xf strain 9a5c with the genome of the other 11 Xf
isolates. Although the strain 9a5c genome is composed of more than 2800
ORFs, many of them were, actually, paralogous duplications scattered
throughout the chromosome and/or small ORFs (<250 bp) encoding
hypothetical proteins. Many of these sequences could not be efficiently
and/or specifically amplified, due to their reduced size and
chromosomal location (closely flanked by larger ORFs). We estimate,
however, that these analyses cover more than 90% of the most relevant
ORFs present in the genome from Xf strain 9a5c. The
microarrays were also used to monitor the global transcription profile
of Xf strain 9a5c under two different growth conditions.
Nucleic Acid Labeling and Hybridization Conditions
DNA samples were extracted according to the protocol described by
Dungan (1989) . Labeling reactions and purification were performed as
described by Behr et al. (1999) . Total RNA was isolated from
Xf cells using the RNeasy RNA extraction kit (QIAGEN) and
labeled by reverse transcription. Briefly, 30 µg of total bacterial
RNA was mixed with 16 µg of random hexamers (Invitrogen) in a 30 µL
final volume. Annealing was accomplished by incubation for 2 min at
75°C, 2 min at 55°C, 2 min at 45°C, 2 min at 37°C, and 2 min at
22°C, followed by addition of 6 µL SuperScript II reaction buffer
(Invitrogen), 3 µL of 0.1 M dithiothreitol, 1 µL dNTP mix (10 mM
dATP, 10 mM dGTP, 10 mM dTTP, 5 mM dCTP), 2 µL of 1.0mM Cy3- or
Cy5-labeled dCTP (Amersham Biosciences), and 2 µL of SuperScript
II reverse transcriptase (200 U/µL; Invitrogen) into the reaction.
The cDNA synthesis was carried out at 42°C for 2 h. After labeling,
the RNA was hydrolyzed with 0.1 N NaOH treatment and neutralized by the
addition of 0.1 N HCl. The labeled cDNA was diluted to 500 µL with TE
and concentrated using a Microcon-30 (Amicon) to 10 µL.
Arrays were hybridized overnight (42°C) in a GeneTac Hybridization
Station (Genomic Solutions), in 6 x SSC, 5 x Denhardt's
solution, 0.25 mg/mL sheared salmon sperm DNA, 0.5% SDS, and 2 µg of
each labeled DNA or cDNA sample. After hybridization, slides were
washed twice (42°C) in 0.5 x SSC, 0.01% SDS, followed by two
washes in 0.06 x SSC, 0.01% SDS and two final washes in
0.06 x SSC. All washing steps consisted of 1 min of flow, followed
by 5 min of incubation. Slides were then dried and submitted to
fluorescence detection.
Image Acquisition and Analysis
Hybridized arrays were scanned in an Affymetrix 418 Array Scanner,
and images were analyzed with Affymetrix Jaguar v 2.0. Quality control
of the hybridized spots is automatically performed by the software,
based on spot morphology and local signal-to-background ratio, using
the Easy Threshold and Variable Circle Size Algorithm. In all
experiments, reliable hybridization signals could be obtained for more
than 90% of the arrayed probes (see Costa de Oliveira et al. 2002 ).
For DNADNA hybridizations, normalization between the intensities in
the two channels was achieved with the Jaguar Control Spots option,
using a list of 30 control ORFs that had 100% sequence identity in the
genomes of strains 9a5c and Grape CA. For each pair of strains,
hybridizations were performed in triplicate. These data were
consolidated into a GATC database with Affymetrix MicroDB v 2.0, and
the averages from all six readings were submitted to scatter plot
visualization with Affymetrix Data Mining Tool v 2.0. Statistical
validation of fold change variations was performed with the aid of the
Significance Analysis of Microarrays (SAM) method proposed by Tusher et
al. (2001) , using the software developed by B. Narasimham and available
at http://www-stat.stanford.edu/ tibs/SAM/index.html. Spots that
showed a Reference/Test ratio <1:2 were considered to be present
in greater copy number in the test over the reference strain, as
proposed by Smoot et al. (2002) , whereas spots that showed
an average Reference/Test ratio >5:1 were considered to be missing
in the test strain. The application of these criteria in a direct
sequence comparison between strains 9a5c and Grape CA, which have been
completely sequenced, provided an estimated error rate below 0.3%
(Costa de Oliveira et al. 2002 ).
For cDNAcDNA hybridizations, three independent experiments were
performed with different RNA preparations. Hybridizations were
performed in triplicate, generating nine intensity readings for each
gene. Normalization was achieved through the sum of all intensities in
each channel, using the Jaguar All Spots option. Normalized data were
consolidated into a GATC database with Affymetrix MicroDB v 2.0, and
genes that displayed statistically significant variations in gene
expression were identified with the aid of the SAM method. A fold
change cutoff of at least 2.0 was used in these analyses.
Genome comparisons and transcription profiles were viewed using the
programs Cluster and TreeView, available at
http://www.microarrays.org/software (Eisen et al. 1998 ). For the
visualization of comparative profiles from the 12 analyzed strains, we
applied the method proposed by Smoot et al. (2002) , where ORFs shared
by the reference and each test strain was labeled 1, whereas ORFs
exclusive to the reference strain, or present in greater copy number in
the test over the reference strain were labeled 0 and 1,
respectively.
 |
WEB SITE REFERENCES
|
|---|
http://www.jgi.doe.gov/jgi_microbial/html; Accession to the partial
genome sequences from Xf strains isolated from Almond and
Oleander trees.
http://www.lbi.ic.unicamp.br/world/xf-grape; Accession to the
complete genome sequence from Xf strains isolated from
grapevines.
http://www-genome.wi.mit.edu/genome_software/other/primer3.html;
Accession to software PRIMER3.
http://www-stat.stanford.edu/ tibs/SAM/index.html; Accession to
software SAM.
http://www.microarrays.org/software; Accession to softwares CLUSTER and
TREEVIEW.
 |
Acknowledgements
|
|---|
This work was supported by Fundação de Amparo à
Pesquisa do Estado de São Paulo (FAPESP), under the X.
fastidiosa Functional Genome Program.
The publication
costs of this article were defrayed in part by payment of page charges.
This article must therefore be hereby marked "advertisement" in
accordance with 18 USC section 1734 solely to indicate this fact.
 |
Footnotes
|
|---|
6 Corresponding authors. 
E-MAIL Lnunes{at}umc.br; FAX 55-11-4798-7104.
E-MAIL reginaco{at}umc.br; FAX 55-11-4798-7106.
Article and publication are at
http://www.genome.org/cgi/doi/10.1101/gr.930803.
 |
REFERENCES
|
|---|
Banks, D., Albibi, R., Chen, J., Lamikanra, O., Jarret, R.L., and Smith, B.J. 1999. Specific detection of Xylella fastidiosa Pierce's disease strains. Curr. Microbiol. 39: 85-88.[CrossRef][Medline]
Behr, M.A., Wilson, M.A., Gill, W.P., Salamon, H., Schoolnik, G.K., Rane, S., and Small, P.M. 1999. Comparative genomics of BCG vaccines by whole-genome DNA microarray. Science 284: 1520-1523.[Abstract/Free Full Text]
Bhattacharyya, A., Stilwagen, S., Ivanova, N., D'Souza, M., Bernal, A., Lykidis, A., Kapatral, V., Anderson, I., Larsen, N., Los, T., et al. 2002a. Whole-genome comparative analysis of three phytopathogenic Xylella fastidiosa strains. Proc. Natl. Acad. Sci. 99: 12403-12408.[Abstract/Free Full Text]
Bhattacharyya, A., Stilwagen, S., Reznik, G., Feil, H., Feil, W.S., Anderson, I., Bernal, A., D'Souza, M., Ivanova, N., Kapatral, V., et al. 2002b. Draft sequencing and comparative genomics of Xylella fastidiosa strains reveal novel biological insights. Genome Res. 12: 3707-3714.
Bjorkholm, B., Lundin, A., Sillen, A., Guillemin, K., Salama, N., Rubio, C., Gordon, J.I., Falk, P., and Engstrand, L. 2001. Comparison of genetic divergence and fitness between two subclones of Helicobacter pylori. Infect. Immun. 69: 7832-7838.[Abstract/Free Full Text]
Bloomfield, G.A., Whittle, G., McDonagh, M.B., Katz, M.E., and Cheetham, B.F. 1997. Analysis of sequences flanking the vap regions of Dichelobacter nodosus: Evidence for multiple integration events, a killer system, and a new genetic element. Microbiology 143: 553-562.[Abstract]
Carniel, E. 2002. Plasmids and pathogenicity islands of Yersinia. Curr. Top. Microbiol. Immunol. 264: 89-108.[Medline]
Chen, J., Lamikanra, O., Chang, C.J., and Hopkins, D.L. 1995. Randomly amplified polymorphic DNA analysis of Xylella fastidiosa Pierce's disease and oak leaf scorch pathotypes. Appl. Environ. Microbiol. 61: 1688-1690.[Abstract]
Chen, J., Jarret, R.L., Qin, X., Hartung, J.S., Banks, D., Chang, C.J., and Hopkins, D.L. 2000. 16S rDNA sequence analysis of Xylella fastidiosa strains. Syst. Appl. Microbiol. 23: 349-354.[Medline]
Costa de Oliveira, R., Yanai, G.M., Muto, N.H., Leite, D.B., de Souza, A.A., Coletta-Filho, H.D., Machado, M.A., and Nunes, L.R. 2002. Competitive hybridization on spotted microarrays as a tool to conduct comparative genomic analyses of Xylella fastidiosa strains. FEMS Microbiol. Lett. 216: 15-21.[CrossRef][Medline]
da Costa, P.I., Franco, C.F., Miranda, V.S., Teixeira, D.C., and Hartung, J.S. 2000. Strains of Xylella fastidiosa rapidly distinguished by arbitrarily primed-PCR. Curr. Microbiol. 40: 279-282.[CrossRef][Medline]
Davis, M.J., French, W.J., and Schaad, N.W. 1981. Axenic culture of the bacteria associated with phony disease of peach and plum leaf scald. Curr. Microbiol. 6: 309-314.[CrossRef]
Deiwick, J., Nikolaus, T., Erdogan, S., and Hensel, M. 1999. Environmental regulation of Salmonella pathogenicity island 2 gene expression. Mol. Microbiol. 31: 1759-1773.[CrossRef][Medline]
Dobrindt, U., Hentschel, U., Kaper, J.B., and Hacker, J. 2002. Genome plasticity in pathogenic and nonpathogenic enterobacteria. Curr. Top. Microbiol. Immunol. 264: 157-175.[Medline]
Dungan, D., et al. 1989. Current protocols in molecular biology (ed. F.M. Ausubel), pp. 241242. John Wiley and Sons, Inc., New York, NY.
Dziejman, M., Balon, E., Boyd, D., Fraser, C., Heidelberg, J., and Mekalanos, J. 2002. Comparative genomic analysis of Vibrio cholerae: Genes that correlate with cholera endemic and pandemic disease. Proc. Natl. Acad. Sci. 99: 1556-1561.[Abstract/Free Full Text]
Eisen, M.B., Spellman, P.T., Brown, P.O., and Botstein, D. 1998. Cluster analysis and display of genome-wide expression patterns. Proc. Natl. Acad. Sci. 95: 14863-14868.[Abstract/Free Full Text]
French, W.J. and Kitajima, E.W. 1978. Occurrence of plum leaf scald in Brazil and Paraguay. Plant Dis. Reptr. 62: 1035-1038.
Gaillard, J.L., Berche, P., Frehel, C., Gouin, E., and Cossart, P. 1991. Entry of L. monocytogenes into cells is mediated by internalin, a repeat protein reminiscent of surface antigens from gram-positive cocci. Cell 65: 1127-1141.[CrossRef][Medline]
Hacker, J. and Carniel, E. 2001. Ecological fitness, genomic islands and bacterial pathogenicity. A Darwinian view of the evolution of microbes. EMBO Rep. 2: 376-381.[CrossRef][Medline]
Hacker, J. and Kaper, J.B. 2000. Pathogenicity islands and the evolution of microbes. Annu. Rev. Microbiol. 54: 641-679.[CrossRef][Medline]
Hartung, J.S., Beretta, J., Brlansky, R.H., Spisso, J., and Lee, R.F. 1994. Citrus variegated chlorosis bacterium: Axenic culture, pathogenicity, and serological relationships with other strains of Xylella fastidiosa. Phytopathology 84: 591-597.[CrossRef]
Hendson, M., Purcell, A.H., Chen, D., Smart, C., Guilhabert, M., and Kirkpatrick, B. 2001. Genetic diversity of Pierce's disease strains and other pathotypes of Xylella fastidiosa. Appl. Environ. Microbiol. 67: 895-903.[Abstract/Free Full Text]
Hopkins, D.L. 1989. Xylella fastidiosa: Xylem-limited bacterial pathogen of plants. Annu. Rev. Phytopathology 27: 271-290.[CrossRef]
Hopkins, D.L. and Mollenhauer, H.H. 1973. Rickettsia-like bacterium associated with Pierce's disease of grapes. Science 179: 298-300.[Abstract/Free Full Text]
Hopkins, D.L. and Purcell, A.H. 2002. Xylella fastidiosa: Cause of Pierce's disease of grapevine and other emergent diseases. Plant Dis. 86: 1056-1066.[CrossRef]
Karlin, S. 2001. Detecting anomalous gene clusters and pathogenicity islands in diverse bacterial genomes. Trends Microbiol. 9: 335-343.[CrossRef][Medline]
Kennan, R.M., Dhungyel, O.P., Whittington, R.J., Egerton, J.R., and Rood, J.I. 2001. The type IV fimbrial subunit gene (fimA) of Dichelobacter nodosus is essential for virulence, protease secretion, and natural competence. J. Bacteriol. 183: 4451-4458.[Abstract/Free Full Text]
Kersulyte, D., Mukhopadhyay, A.K., Shirai, M, Nakazawa, T., and Berg, D.E. 2000. Functional organization and insertion specificity of IS607, a chimeric element of Helicobacter pylori. J. Bacteriol. 182: 5300-5308.[Abstract/Free Full Text]
Lawrence, J.G. and Ochman, H. 1998. Molecular archaeology of the Escherichia coli genome. Proc. Natl. Acad. Sci. 95: 9413-9417.[Abstract/Free Full Text]
Lemos, E.G.M. and Alves, L.M.C., 2001. A defined medium that allows the growth of X. fastidiosa CVC, using the information from annotation sequenced genes. In Annals from the 1st Xylella fastidiosa Functional Genome Symposium, Serra Negra, SP., pp. 24 Ed. FAPESP, São Paulo, Brazil.
Li, W.-B., Zhou, C.-H., Pria, W.D., Jr., Teixeira, D.C., Miranda, V.S., Pereira, E.O., Ayres, A.J., He, C.-X., Costa, P.I., and Hartung, J.S. 2002. Citrus and coffee strains of Xylella fastidiosa induce Pierce's Disease in grapevine. Plant Dis. 86: 1206-1210.[CrossRef]
Mehta, A. and Rosato, Y.B. 2001. Phylogenetic relationships of Xylella fastidiosa strains from different hosts based on 16S rDNA and 16S-23S intergenic spacer sequences. Int. J. Syst. Evol. Microbiol. 51: 311-318.[Abstract]
Motallebi-Veshareh, M., Balzer, D., Lanka, E., Jagura-Burdzy, G., and Thomas, C.M. 1992. Conjugative transfer functions of broad-host-range plasmid RK2 are coregulated with vegetative replication. Mol. Microbiol. 6: 907-920.[CrossRef][Medline]
Ochman, H., Lawrence, J.G., and Groisman, E.A. 2000. Lateral gene transfer and the nature of bacterial innovation. Nature 405: 299-304.[CrossRef][Medline]
Park, H.S., Wolfgang, M., van Putten, J.P., Dorward, D., Hayes, S.F., and Koomey, M. 2001. Structural alterations in a type IV pilus subunit protein result in concurrent defects in multicellular behaviour and adherence to host tissue. Mol. Microbiol. 42: 293-307.[CrossRef][Medline]
Paustian, M.L., May, B.J., and Kapur, V. 2002. Transcriptional response of Pasteurella multocida to nutrient limitation. J. Bacteriol. 184: 3734-3739.[Abstract/Free Full Text]
Pooler, M.R. and Hartung, J.S. 1995. Genetic relationships among strains of Xylella fastidiosa from RAPD-PCR data. Curr. Microbiol. 31: 134-137.[CrossRef][Medline]
Pooler, M.R., Hartung, J.S., and Fenton, R.G. 1997. Sequence analysis of a 1296-nucleotide plasmid from Xylella fastidiosa. FEMS Microbiol. Lett. 155: 217-222.[CrossRef][Medline]
Purcell, A.H. and Hopkins, D.L. 1996. Fastidious xylem-limited bacterial plant pathogens. Annu. Rev. Phytopathol. 34: 131-151.[CrossRef][Medline]
Purcell, A.H., Saunders, S.R., Hendson, M., Grebus, M.E., and Henry, M.J. 1999. Causal role of Xylella fastidiosa in oleander leaf scorch. Phytopatology 89: 53-58.
Ravatn, R., Studer, S., Zehnder, A.J., and van der Meer, J.R. 1998. Int-B13, an unusual site-specific recombinase of the bacteriophage P4 integrase family, is responsible for chromosomal insertion of the 105-kilobase clc element of Pseudomonas sp. Strain B13. J. Bacteriol. 180: 5505-5514.[Abstract/Free Full Text]
Sarkar, A., Nandy, R.K., Nair, G.B., and Ghose, A.C. 2002. Vibrio pathogenicity island and cholera toxin genetic element-associated virulence genes and their expression in non-O1 non-O139 strains of Vibrio cholerae. Infect. Immun. 70: 4735-4742.[Abstract/Free Full Text]
Simpson, A.J., Reinach, F.C., Arruda, P., Abreu, F.A., Acencio, M., Alvarenga, R., Alves, L.M., Araya, J.E., Baia, G.S., Baptista, C.S., et al. 2000. The genome sequence of the plant pathogen Xylella fastidiosa. Nature 406: 151-157.[CrossRef][Medline]
Smoot, J.C., Barbian, K.D., Van Gompel, J.J., Smoot, L.M., Chaussee, M.S., Sylva, G.L., Sturdevant, D.E., Ricklefs, S.M., Porcella, S.F., Parkins, L.D., et al. 2002. Genome sequence and comparative microarray analysis of serotype M18 group A Streptococcus strains associated with acute rheumatic fever outbreaks. Proc. Natl. Acad. Sci. 99: 4668-4673.[Abstract/Free Full Text]
Sullivan, J.T. and Ronson, C.W. 1998. Evolution of rhizobia by acquisition of a 500-kb symbiosis island that integrates into a phe-tRNA gene. Proc. Natl. Acad. Sci. 95: 5145-5149.[Abstract/Free Full Text]
Tauschek, M., Strugnell, R.A., and Robins-Browne, R.M. 2002. Characterization and evidence of mobilization of the LEE pathogenicity island of rabbit-specific strains of enteropathogenic Escherichia coli. Mol. Microbiol. 44: 1533-1550.[CrossRef][Medline]
Tusher, V.G., Tibshirani, R., and Chu, G. 2001. Significance analysis of microarrays applied to the ionizing radiation response. Proc. Natl. Acad. Sci. 98: 5116-5121.[Abstract/Free Full Text]
van Doorn, J., Hollinger, T.C., and Oudega, B. 2001. Analysis of the type IV fimbrial-subunit gene fimA of Xanthomonas hyacinthi: Application in PCR-mediated detection of yellow disease in Hyacinths. Appl. Environ. Microbiol. 67: 598-607.[Abstract/Free Full Text]
Walker, J. and Verma, N. 2002. Identification of a putative pathogenicity island in Shigella flexneri using subtractive hybridization of the S. flexneri and Escherichia coli genomes. FEMS Microbiol. Lett. 213: 257-264. |