genome mosaicism is conserved but not unique in pseudomonas aeruginosa isolates from the airways of...
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Environmental Microbiology (2003) 5(12), 13411349 doi:10.1046/j.1462-2920.2003.00518.x
2003 Society for Applied Microbiology and Blackwell Publishing Ltd
Blackwell Science, LtdOxford, UKEMIEnvironmental Microbiology 1462-2920Society for Applied Microbiology and Blackwell Publishing Ltd, 200351213411349Original ArticleMicroarray analysis of P. aeruginosa genomesR. K. Ernst
et al.
Received 23 June, 2003; accepted 1 August, 2003. *Forcorrespondence. E-mail [email protected]; Tel. (+1) 206616 5107; Fax (+1) 206 616 4295
Genome mosaicism is conserved but not unique inPseudomonas aeruginosaisolates from the airways ofyoung children with cystic fibrosis
Robert K. Ernst,1,7David A. DArgenio,1
Jeffrey K. Ichikawa,2M. Gita Bangera,2Sara Selgrade,6
Jane L. Burns,3Peter Hiatt,4Karen McCoy,5
Mitchell Brittnacher,1Arnold Kas,6David H. Spencer,6
Maynard V. Olson,6Bonnie W. Ramsey,3Stephen Lory2
and Samuel I. Miller1*,6,7
1Department of Microbiology, University of Washington,
Health Sciences Building, K-140, Box 357710, Seattle,
WA 98195, USA.2Department of Microbiology and Molecular Genetics,
Harvard Medical School, Boston, MA, 02115, USA.3Department of Pediatrics, University of Washington,
Seattle, WA 98195, USA.4Department of Pediatrics, Baylor College of Medicine,
Houston, TX, 77030, USA.5Division of Pulmonary Medicine, Columbus Childrens
Hospital, Columbus, OH, 43205, USA.6Department of Genome Sciences, University of
Washington, Seattle, WA 98195, USA.7Department of Medicine, University of Washington,
Seattle, WA 98195, USA.
Summary
Pseudomonas aeruginosa strains from the chronic
lung infections of cystic fibrosis (CF) patients are
phenotypically and genotypically diverse. Using
strain PAO1 whole genome DNA microarrays, we
assessed the genomic variation in P. aeruginosa
strains isolated from young children with CF
(6 months to 8 years of age) as well as from the envi-
ronment. Eighty-nine to 97% of the PAO1 open read-
ing frames were detected in 20 strains by microarray
analysis, while subsets of 38 gene islands were
absent or divergent. No specific pattern of genome
mosaicism defined strains associated with CF. Many
mosaic regions were distinguished by their low G ++++C
content; their inclusion of phage related or pyocin
genes; or by their linkage to a vgr gene or a tRNA
gene. Microarray and phenotypic analysis of sequen-
tial isolates from individual patients revealed two
deletions of greater than 100 kbp formed during evo-
lution in the lung. The gene loss in these sequential
isolates raises the possibility that acquisition of pyo-
melanin production and loss of pyoverdin uptake
each may be of adaptive significance. Further charac-
terization of P. aeruginosadiversity within the airways
of individual CF patients may reveal common adapta-
tions, perhaps mediated by gene loss, that suggest
new opportunities for therapy.
Introduction
It is a significant challenge to characterize populations of
the bacterium Pseudomonas aeruginosa, an opportunist
by virtue of its physiological and genetic adaptability. The
respiratory tracts of most patients with cystic fibrosis (CF)
become colonized with P. aeruginosa shortly after birth
(Burns et al., 2001) and these bacteria persist resulting in
progressive lung damage (Bodey et al., 1983).
Pseudomonas aeruginosa reaches a high titre in such
chronic infections, with up to 109bacterial cells per ml of
sputum (Singh et al., 2000), and two or more phenotypescommonly are displayed by isolates in individual samples
from CF patients (Burns et al., 2001). Some of these
phenotypes, such as mucoidy, represent adaptations that
are selected within the airway (Boucher et al., 1997;
Spencer et al., 2003) and that are associated with a poor
prognosis (Henry et al., 1992; Emerson et al., 2002).
Much of the genotypic diversity in P. aeruginosaisolates
from the CF patient population, however, is not reflected
by readily visible phenotypes. Previous studies have
shown that each CF patient generally harbours a unique
P. aeruginosaclonal lineage and that islands of chromo-
somal genes are variably present in these strains
(Schmidt et al., 1996; Rmling et al., 1997; Kiewitz et al.,
2000; Arora et al., 2001; Burns et al., 2001; Liang et al.,
2001; Larbig et al., 2002; Spencer et al., 2003). Neverthe-
less, there is accumulating evidence for a highly con-
served chromosomal backbone (Kiewitz and Tmmler,
2000; Spencer et al., 2003; Wolfgang et al., 2003), and
over 80% of the genome of strain PAO1 (Stover et al.,
2000) was found to be shared (with only 0.5% divergence
at the nucleotide level) by three other P. aeruginosa iso-
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2003 Society for Applied Microbiology and Blackwell Publishing Ltd, Environmental Microbiology, 5, 13411349
lates, two from CF patients and one environmental strain
(Spencer et al., 2003). We therefore used a PAO1 DNA
microarray to analyse P. aeruginosa isolates from young
children with CF to determine if there were patterns of
genome variation that were specific to the early infections
of CF patients or that changed over the course of these
infections.
Results and discussion
Pseudomonas aeruginosaisolates from young children
with CF
Twenty strains were analysed using the PAO1 DNA
microarray (Table 1). Thirteen strains were minimally pas-
saged isolates from CF patients less than eight years of
age (including sequential isolates from individual patients)
and were collected as part of a study on infection and
inflammation in young children with CF at three regional
CF centres: Seattle, Washington; Columbus, Ohio; and
Houston, Texas (Burns et al., 2001). Whole-genomerestriction analysis indicated that the two strains from
patient 8 were not clonally related whereas the sets of
strains analysed from patient 4 and patient 9 each were
part of a clonal lineage (data not shown). Furthermore,
each patient carried a unique P. aeruginosa lineage.
These results are consistent with a previous restriction
fragment length polymorphism (RFLP) analysis of the
DNA region surrounding the toxA gene (Burns et al.,
2001). For comparison with the 13 CF-associated iso-
lates, seven additional P. aeruginosastrains were analy-
sed: two from a chronic infection in an adult patient with
bronchiectasis, four environmental isolates, and the labo-
ratory reference strain PAK (a human clinical isolate).
DNA microarray analysis of P. aeruginosagenomic
variation
Open reading frames were designated as divergent or
absent by microarray analysis when the corresponding
DNA yielded a spot intensity lower by a factor of two or
more relative to that produced by PAO1 DNA. Hybridiza-
tion was reproducible: multiple experiments using strain
CF250 and different versions of the microarray (with vary-
ing spot density) gave equivalent results. Eighty-nine to
97% of the PAO1 ORFs were detected by microarray
analysis in the 20 P. aeruginosastrains. These results are
consistent with previous evidence for a conserved core
genome (Kiewitz and Tmmler, 2000; Spencer et al.,
2003) including a microarray analysis of diverse clinical P.
aeruginosastrains as well as strain PAK (Wolfgang et al.,
2003).
Table 2 lists the chromosomal regions in which DNA
corresponding to two or more contiguous PAO1 ORFs
was not detected (the data for each gene is given in
Supplementary material, Table S1). Artifacts associated
with single ORFs that produced false negatives in other
microarray analyses (Peters et al., 2003) are therefore
unlikely to be a confounding factor. Single ORFs thatappeared to be detected within otherwise non-detected
regions most likely reflect either variable nucleotide diver-
gence or cross-hybridization. The possibility remains,
however, that in some strains individual genes have trans-
posed to a different location in the chromosome. Only
those regions identified in more than one P. aeruginosa
strain are listed in Table 2; not included are 25 regions,
mostly containing two contiguous ORFs, that were unde-
tected in only one of the strains.
Conserved mosaic genome structure in P. aeruginosa
The genomic regions that varied in their detection by
microarray analysis comprised 38 islands dispersed in the
chromosome (Table 2). Some of the gene islands encode
products known or predicted to play key roles in P. aerug-
inosa biology, including cell surface factors such as O-
antigen polysaccharide as well as a not yet characterized
putative exopolysaccharide encoded by genes PA1383 to
PA1393 (Table 2; Stover et al., 2000). Strikingly, only one
island (encoding a putative DNA restriction and modifica-
Table 1.P. aeruginosastrains analysed.
Patienta Strain Sourceb Reference
CF patient 3 CF250 24 months, BAL J. BurnsCF patient 4 CF171B 9 months, OP J. BurnsCF patient 4 CF488M 88 months, OP J. BurnsCF patient 8 CF1188 18 months, OP (mucoid) J. BurnsCF patient 8 CF1488 27 months, OP (mucoid) J. BurnsCF patient 9 CF416 6 months, OP J. Burns
CF patient 9 CF725 12 months, BAL J. BurnsCF patient 9 CF1213 21 months, OP J. BurnsCF patient 9 CF383c 60 months, sputum
(mucoid)J. Burns
CF patient 9 CF5296 96 months, sputum J. BurnsCF patient 202 CF471 24 months, BAL J. BurnsCF patient 205 CF1153 33 months, OP J. BurnsCF patient 206 CF181 12 months, BAL J. BurnsBronchiectasis Bronch4 adult, sputum (mucoid) ChironBronchiectasis Bronch5 adult, sputum (mucoid) ChironLaboratory strain PAO1 human wound S. LoryLaboratory strain PAK human clinical isolate S. LoryEnvironmental 14886 soil ATCCEnvironmental 25324 air ATCCEnvironmental 43495 air ATCCEnvironmental 700888 biofilm ATCC
a.The isolates from each individual patient are clonally related to theother isolates from that patient except for the two from CF patient 8.The two bronchiectasis isolates are also clonally related.b.Clinical strains were isolated (at the indicated patient ages) from
sputum, the upper airway by a swab of the oropharynx (OP), and thelower airway by bronchoalveolar lavage (BAL). The indicated strainshad a mucoid phenotype.
c. Strain CF383 was designated strain 160 in a whole-genomesequence analysis at 0.57coverage (Spencer et al., 2003).
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2003 Society for Applied Microbiology and Blackwell Publishing Ltd, Environmental Microbiology, 5, 13411349
tion system) was not detected in any of the strains. This
apparent PAO1-specific region, along with six of the other
islands, carried DNA with a relatively low G +C content
(Table 2). These seven islands represent a subset of the
10 chromosomal regions whose low G +C content sug-
gested that they were sites of recent horizontal transfer in
PAO1 (Stover et al., 2000; Wolfgang et al., 2003).
Another previously identified site of horizontal transfer
in PAO1 consists of approximately 7 kbp that includes the
phospholipase gene pldA (PA3487) and a homologue of
a member of the vgrgene family, genes associated with
rearrangement hotspots in the E. colichromosome (Wil-
derman et al., 2001). Over 70% of the P. aeruginosa
strains examined, irrespective of their source, had the
island replaced with approximately 60 bp of conserved
DNA (Wilderman et al., 2001). Whereas the variable pres-
ence of this particular composite genetic element was not
detected by microarray analysis, five other islands were
adjacent to one of the other nine vgrhomologues in the
PAO1 chromosome (Table 2; Croft et al., 2000; Stover
et al., 2000). Therefore, vgrgenes may serve as markers
for islands of P. aeruginosagenomic diversity.
Other islands have also been shown to be absent at a
specific location in the P. aeruginosachromosome and not
replaced by other genes. Of the two PAO1 gene clusters
in tandem that encode pyocin R2 and pyocin F2, both
Table 2.P. aeruginosagenomic diversity relative to strain PAO1.
PAO1 ORFswithin islandsa
Strains:CF/non-CFb
Putative function (and phage ortransposable element related proteins)c Supporting evidenced
PA0098-PA0101 3/3 vgr(PA0095)PA0187-PA0188 1/2PA0202-PA0207 3/5 Polyamine ABC transporterPA0257-PA0261 3/2 IS (PA0257, 258) High % SNPs, vgr(PA0262), tRNAArg(PA0263.1)PA0497-PA0499 4/4 Fimbrial proteins High % SNPs
PA0614-PA0628 2/1 Phage-tail pyocin R2 Variably presentPA0638-PA0646 5/5 Phage-tail pyocin F2 Variably presentPA0688-PA0689 2/2 PhoA homologuesPA0718-PA0728 7/4 Phage Pf1 High % SNPs, tRNAGly(PA0729.1)PA0821-PA0826 2/5 Phage fE125 proteins gp29, gp30, gp31 tmRNA (PA0826.12)PA0978-PA0987 4/5 Pyocin S5; IS (PA0978, 979, 983, 986, 987) Low % G +C, DPA0977-987, tRNALys(PA0976.1)PA1087-PA1096 6/5 Flagellar proteins High % SNPs, DPA1088-1091PA1223-PA1224 1/2PA1239-PA1241 4/2PA1366-PA1372 7/6 IS (PA1368) Low % G +CPA1379-PA1380 3/0PA1383-PA1393 2/2 Exopolysaccharide synthesis, sulphation Low % G +CPA1886-PA1888 5/1 DNA polymerase IIPA1932-PA1939 4/3 Aromatic catabolism; IS (PA1937, 1938)PA2100-PA2106 6/4 Low % G +CPA2183-PA2188 6/4PA2208-PA2227 7/6 Low % G +C, DPA2218-2222
PA2295-PA2296 1/2 ABC transporterPA2333-PA2334 1/1PA2372-PA2373 4/2 vgr(PA2373)PA2387-PA2403 7/3 Pyoverdin biosynthesis High % SNPs cassettePA2565-PA2566 6/0PA2730-PA2736 8/6 Restriction/modification Low % G +C, tRNAPro(PA2736.1)PA3065-PA3067 1/3PA3146-PA3161 6/5 O-antigen biosynthesis Low % G +C cassettePA3366-PA3367 1/1 tRNAArg(PA3368.1)PA3496-PA3514 5/3 DPA3497-3514PA3867-PA3868 7/5 DNA recombinasePA4101-PA4107 2/2PA4192-PA4195 1/1 Amino acid ABC transporterPA4550-PA4556 1/1 Type IV pili High % SNPsPA5086-PA5088 3/2 TPR-repeat proteins vgr(PA5090)PA5264-PA5265 2/2 vgr(PA5266)
a.Chromosomal islands in which DNA corresponding to two or more contiguous PAO1 ORFs was divergent or absent in more than one P.aeruginosastrain. The extent of some of the islands varied between strains.b.Number of strains in which each chromosomal region varied. Clonal strains were treated as one, resulting in eight genomes from CF isolatesand six genomes from non-CF isolates.
c.Selected proteins are described; more complete annotation can be found at http://www.pseudomonas.com.Homologues of transposase genesof IS elements are identified by PAO1 gene number.
d.Some chromosomal regions overlapped with PAO1 DNA either with atypical G +C content or adjacent to a vgrgene, a tRNA gene, or thetmRNA gene (each identified by PAO1 gene number); or with DNA in other P. aeruginosastrains either with a high number of SNPs or absent(D) relative to PAO1 (see text for details).
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predicted to be evolved phage tails, either can be absent
in P. aeruginosastrains (Nakayama et al., 2000). Similarly,
a 17 kbp deletion containing PAO1 genes PA3496 to
PA3514 was documented in three P. aeruginosa isolates
(Spencer et al., 2003). Both of these sites of diversity were
detected using the PAO1 microarray (Table 2). Although
the genes in the latter region are of unknown function, four
of them have homologues in the soil bacterium Acineto-
bacter sp. ADP1 in a region of the chromosome that is
prone to spontaneous deletion (Segura et al., 1999).
Two islands identified by microarray analysis each have
been shown to be members of a set of isofunctional cas-
settes. The O-antigen biosynthetic gene cluster in PAO1
(Table 2) is precisely replaced in the chromosome of other
P. aeruginosa strains by one of a set of gene clusters
(Raymond et al., 2002). This set is predicted to account
for all but one of the 20 recognized serotypes with PAO1
being serotype O5 (Raymond et al., 2002). Similarly, P.
aeruginosaproduces three major types of the siderophore
pyoverdin and one chromosomal island (Table 2) includes
genes for the biosynthesis of the pyoverdin-type specificpeptide moiety as well as the highly variable fpvAgene
(PA2398) encoding the outer membrane receptor for each
pyoverdin type (de Chial et al., 2003; Lamont and Martin,
2003; Ravel and Cornelis, 2003; Spencer et al., 2003).
Although PAO1 produces Type I pyoverdin, production of
Type II pyoverdin appears to be more common in P. aerug-
inosa(De Vos et al., 2001).
Other genomic regions exhibited an even more complex
pattern of variation. In P. aeruginosastrain PAK, a 16 kbp
island within a flagellar gene cluster contains genes
required for flagellin glycosylation (Arora et al., 2001). This
island replaces PAO1 genes PA1088 to PA1091 whereasthe DNA sequence of genes PA1092 to PA1096 diverges
by over 40% compared to their PAK homologues (Arora
et al., 2001). These two contiguous regions varied in their
detection by microarray analysis (Table 2). This variation
is consistent with replacement by the glycosylation island,
particularly given the observation that while PAO1
expresses non-glycosylated b-type flagellin, expression of
glycosylated a-type flagellin is more commonly found in P.
aeruginosa(Arora et al., 2001).
Two other chromosomal regions also appeared to be
hotspots for gene island replacement. Pseudomonas
aeruginosa strains commonly carry PAGI-1, a 49 kbp
island that is absent in PAO1 (Liang et al., 2001). PAGI-1
contains genes potentially involved in oxidative stress
resistance, and in half the analysed cases, replaced PAO1
genes PA2218 to PA2222 (Liang et al., 2001). Suggesting
that this region was a general site of genome mosaicism,
it was undetected in all but one of the analysed strains
using the PAO1 microarray (Table 2). Furthermore, in
other P. aeruginosaisolates, it was the site of insertion of
3 kbp of DNA unrelated to PAGI-1 (Liang et al., 2001) or
deletion of 100 kbp encompassing PA2130 to PA2221
(Spencer et al., 2003). Another region of complex varia-
tion is the 9 kbp containing PA0977 to PA0987 (Table 2).
In PAO1, this island is inserted in the 3 end of a tRNALys
gene, while in a P. aeruginosaisolate from a CF patient,
it is replaced by an insertion of 106 kbp of DNA also found
as a plasmid in other strains (Kiewitz et al., 2000). Some
of the islands inserted at this chromosomal site were
found to carry exoU (Wolfgang et al., 2003). The exoU
gene encodes a lipase cytotoxin that is a substrate of the
Type III secretion system, and whose presence correlates
with the absence of the Type III effector protein ExoS
(Sato et al., 2003; Wolfgang et al., 2003).
Horizontally transferred bacterial DNA is commonly
integrated into tRNA genes or the tmRNA gene on the
chromosome (Williams, 2002; 2003). This process
appears to have contributed significantly to P. aeruginosa
genomic diversity with several of the genomic islands
flanked by these RNA genes (Table 2; Kiewitz et al., 2000;
Larbig et al., 2002; Wolfgang et al., 2003). Furthermore,
these islands carry additional signatures of horizontaltransfer including the presence of putative transposase
genes of IS elements or phage related genes (Table 2;
Wolfgang et al., 2003). The island in PAO1 encompassed
by PA0821 to PA0826, for instance, includes homologues
of three genes of fE125, a Burkholderia thailandensis
bacteriophage (Table 2; Woods et al., 2002).
The pattern of genome mosaicism in P. aeruginosa
isolates from CF patients is not unique
Genotypic and phenotypic characterization of P. aerugi-
nosastrains at various degrees of resolution supports theview that CF patients are infected with environmental
strains (Rmling et al., 1994a; 1997; Schmidt et al., 1996;
Alonso et al., 1999; Pirnay et al., 2002a; Spencer et al.,
2003). The set of chromosomal islands that was absent
or divergent compared to PAO1 by microarray analysis
was also not CF-specific (Table 2), and when strain-relat-
edness was assessed using detection of an island by the
PAO1 microarray as a trait, environmental strains often
clustered with clinical strains (Fig. 1; Wolfgang et al.,
2003). The more frequent lack of detection of some
islands (such as PA2565 to PA2566) in strains associated
with CF (Table 2) will need to be validated by the analysis
of additional strains.
A complete genome sequence remains the definitive
characterization, however. Until a more comprehensive P.
aeruginosamicroarray is constructed, analysis is limited
to comparison with the DNA complement of PAO1.
Pseudomonas aeruginosastrains also may vary in their
gene order. Genome rearrangements, such as the chro-
mosomal inversions documented in strains from CF
patients (Rmling et al., 1997; Kresse et al., 2003) and
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known to occur even during growth in the laboratory (Sto-
ver et al., 2000), are likely to go undetected by microarray
analysis. Furthermore, for chromosomal regions with a
complex pattern of variation, detection by hybridization
may depend on the location of the probe. A whole genomecomparison (Spencer et al., 2003), for instance, revealed
that DNA in several of the gene islands had a high number
of single nucleotide polymorphisms (Table 2), and mosa-
icism at the level of a single gene (oprD) has also been
documented (Pirnay et al., 2002b). Such ambiguity not-
withstanding, Southern blot analysis using short PCR-
generated oligonucleotides was consistent with the lack
of detection by microarray analysis of DNA in two of the
islands: PA3496 to PA3514 and PA1087 to PA1096 (data
not shown).
Large deletions in the P. aeruginosachromosome formedduring evolution in the CF lung
Pseudomonas aeruginosa evolution in the lungs of CF
patients is associated with loss of genetic information. In
some cases, gene inactivation is associated with a gain
of function that confers a selective advantage such as the
mutator phenotype due to loss of MutS (Oliver et al., 2000;
Kresse et al., 2003) or mucoidy as a result of the loss of
the antisigma factor MucA (Boucher et al., 1997; Spencer
et al., 2003). In other cases, such as the auxotrophic P.
aeruginosavariants isolated from the CF lung (Barth and
Pitt, 1995), the role of selective pressure is unclear. Loss
of metabolic capacity may reflect absence of selective
pressure for its maintenance. Alternatively, such loss may
reflect general metabolic streamlining to concentrate
resources on a trait under selection.
It has been noted that P. aeruginosa isolates sampled
later in the chronic lung infections associated with CF
commonly include mutants unable to produce pyoverdin
(De Vos et al., 2001). Another characteristic of these later
isolates is loss of pyocin production and acquisition of
phage resistance (Rmling et al., 1994b). The forces that
drive this diversification of the P. aeruginosapopulation in
CF patients remain to be determined. However, individual
genotypes may represent adaptations by localized sub-
populations of bacteria in the lung, given that P. aerugi-
nosa genotypic diversity does not appear to be rapidly
eliminated by selective sweeps (Spencer et al., 2003).
Furthermore, diversification may be facilitated in those
cases (such as pyoverdin production) where extracellularcomplementation can reduce the cost of loss-of-function
mutations (De Vos et al., 2001).
Similar ambiguity applies to the adaptive significance of
two large chromosomal deletions, revealed by microarray
analysis, that formed during growth of P. aeruginosain the
airway of a CF patient. Strain CF250 was one of five
sequential isolates sampled in the first two years of life of
patient 3, and the only isolate to produce a pigment with
the characteristic brown colour of pyomelanin (Yabuuchi
and Ohyama, 1972). Consistent with this phenotype, the
119 kbp (PA1909 to PA2010) that appeared to be deleted
in strain CF250 included hmgA (PA2009) encodinghomogentisate dioxygenase. Based on studies of
Pseudomonasand other bacteria as well as humans with
alkaptonuria (who have an inborn error in hmgA), pyomel-
anin production is due to extracellular accumulation and
polymerization of homogentisate (Kotob et al., 1995;
Scazzocchio, 1997; Hegedus, 2000; Nosanchuk and Cas-
adevall, 2003). In strain PAO1, transposon insertion muta-
tions in hmgA also resulted in pyomelanin production
(data not shown).
Pyomelanin production has been noted in P. aeruginosa
strains from diverse clinical sources, most commonly in
isolates from urinary tract infections, although it is
unknown if this phenotype is advantageous to the bacte-
rium (Yabuuchi and Ohyama, 1972). Pyomelanin pro-
duced due to loss of HmgA activity may confer benefits
including protection against oxidative stress (Nosanchuk
and Casadevall, 2003). A potential side-effect of pyomel-
anin on human hosts is tissue inflammation (Hegedus,
2000).
The apparent deletion of 189 kbp (PA2273 to PA2409)
in strain CF5296, the latest isolate analysed from CF
Fig. 1. Clustering of P. aeruginosastrains (not clonally related) using
detection of each of 38 gene islands (Table 2) by the PAO1 DNAmicroarray as a trait.
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patient 9 (Table 1), may represent another case where
less is more (Olson, 1999). This deletion eliminates genes
involved in biosynthesis and uptake of pyoverdin, the
major siderophore in P. aeruginosa (Stover et al., 2000;
de Chial et al., 2003; Lamont and Martin, 2003; Spencer
et al., 2003). A potential benefit of such a loss is protection
against killing by pyocins, at least one of which is known
to use the pyoverdin receptor FpvA for uptake (Baysse
et al., 1999; de Chial et al., 2003). Indeed, such resis-
tance represents another potential reason for in vivo
selection of the pyomelanin-producing strain CF250 in
patient 3. Among the pyocin resistant P. aeruginosa
strains that have been selected in vitro, some had an
apparent chromosomal deletion that resulted in produc-
tion of a brown pigment, inhibition of phage replication,
and methionine auxotrophy (Holloway et al., 1973), the
most common auxotrophy in strains associated with CF
(Barth and Pitt, 1995). Pseudomonas aeruginosastrains
vary in their production of and resistance to multiple
pyocins (Michel-Briand and Baysse, 2002) and more than
one clonal lineage of P. aeruginosahas been recoveredfrom both CF patient 3 and patient 9 (Burns et al., 2001).
Consistent with a general role for pyocins in P. aerugi-
nosa population structure, all five pyocins identified in
PAO1 (Michel-Briand and Baysse, 2002; Parret and De
Mot, 2002) are encoded by DNA associated with sites of
genomic diversity. The pyocin R2 and F2 gene clusters
are each variably present, the pyocin S5 gene (PA0984)
is part of the island encompassing PA0978 to PA0987,
and the pyocin S4 gene (PA3866) is adjacent to another
island (Table 2). The pyocin S2 gene (PA1150), encoding
the one remaining pyocin, is part of a genetic element
upstream of toxAwhose presence varies between strains(Pritchard and Vasil, 1990). Although this variation was
not detected by microarray analysis, it has been used as
a genetic marker for strain typing (Pritchard and Vasil,
1990; Burns et al., 2001). Indeed, even though production
of pyocins and pyoverdin can be lost over time in P. aerug-
inosastrains from CF patients (Rmling et al., 1994b; De
Vos et al., 2001), the diversity of both of these extracellular
factors has been used as the basis for typing of these
strains (Fyfe et al., 1984; Meyer et al., 1997; Pirnay et al.,
2002a).
Pseudomonas aeruginosadiversity and its implications forCF lung disease
Analysis of 20 P. aeruginosastrains using the PAO1 DNA
microarray revealed a conserved pattern of genome
mosaicism. Subsets of 38 gene islands were absent or
divergent but no specific pattern was associated with
strains isolated from the airways of CF patients. Neverthe-
less, characterization of the complete set of islands in
isolates from individual young children with CF may lead
to early identification of patients at greater risk of lung
disease that is either more severe or more resistant to
therapy. One factor complicating such predictions is that
adaptation of P. aeruginosa to life in the lung is likely to
be achieved by multiple evolutionary paths. Common
themes, however, are likely to emerge from whole genome
sequence analysis of sequential P. aeruginosa isolates.
The more predictable the course of these chronic lung
infections becomes at the molecular level, the greater the
chance that new therapies will be found to make them
more treatable.
Experimental procedures
DNA microarray analysis
The DNA microarray, affixed onto a glass microscope slide,
consisted of 200 bp to 500 bp PCR products arrayed irre-
spective of their chromosomal location. These gene-specific
products represent 5500 of the 5570 predicted open reading
frames (ORFs) in the genome of strain PAO1, and have been
used previously to analyse gene expression in P. aeruginosagrown as a biofilm (Whiteley et al., 2001).
All P. aeruginosa strains were grown to mid-logarithmic
phase at 37C with aeration in LuriaBertani (LB) medium
and chromosomal DNA was isolated using a DNeasy Tissue
Kit (Qiagen). For use as a probe, chromosomal DNA was
fluorescently labelled with Cy3-dCTP and Cy5-dCTP for
PAO1 DNA and DNA from other strains, respectively. For
labelling, 3 mg of DNA and 1 mg of a semi-random primer
(NSNSNSNSNS) in a final volume of 9.5 ml were heated to
95100C for 5 min and then chilled on ice. To this mixture
was added 4 ml of 10 Klenow buffer (New England Biolabs),
1 ml of dNTP mix (5 mM dATP, 5 mM dGTP, 5 mM dTTP, and
1 mM dCTP), 2 ml (2 nmol) of Cy3-labelled or Cy5-labelled
dCTP (Amersham-Pharmacia), and 20 units Klenow frag-ment of Escherichia colipolymerase (New England Biolabs).
The reaction mixture was incubated at 37C for 1.5 h.
Labelled cDNA was purified using the Qiaquick PCR puri-
fication kit (Qiagen). Labelling efficiency was calculated by
using the A260and either A550for Cy3 incorporation or A650for
Cy5 incorporation. Probes were dried to completion using a
Speed-Vac. The appropriate probe combinations were resus-
pended in 45 ml of hybridization solution (50% formamide, 5
SSC, 5 Denhardts, 0.1% SDS, and 100 mg ml-1 salmon
sperm DNA). Probes were boiled for 3 min, cooled on ice,
and applied to the microarray slide. Slides were covered with
a 24-mm 60 mm (No. 1) coverslip (Corning) and incubated
at 42C in a custom-built humidified chamber for 16 h. After
hybridization, slides were washed once in preheated2 SSC/0.2% SDS buffer at 55C for 10 min, twice in pre-
heated 0.2 SSC/0.2% SDS buffer at 55C for 10 min, twice
in 0.1SSC buffer at room temperature for 2 min, and briefly
with deionised water.
Slides were scanned using a Molecular Dynamics confocal
dual-laser scanner at 532 nm and 633 nm. Data was analy-
sed using custom array analysis software developed by R.
Bumgarner (Spot-On Software package, University of Wash-
ington). Each slide carried the genomic DNA microarray in
duplicate, yielding two data sets that were averaged. Image
-
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Microarray analysis of P. aeruginosa genomes 1347
2003 Society for Applied Microbiology and Blackwell Publishing Ltd, Environmental Microbiology, 5, 13411349
processing, data normalization and error analysis were
performed as previously described (Ichikawa et al., 2000;
Whiteley et al., 2001).
Additional analysis of genomic variation
Pseudomonas aeruginosa genomic DNA was analysed by
multiple-complete-digest restriction fragment mapping (Wong
et al., 1997) using the restriction enzymes NarI and SacII(New England Biolabs). Based on the detection of genomic
islands by microarray analysis, a dendrogram was generated
using XCLUSTER for hierarchical clustering (Eisen et al.,
1998).
Acknowledgements
Support was provided by grants from the Cystic Fibrosis
Foundation including Cystic Fibrosis postdoctoral research
fellowships (R.K.E. and J.K.I.). The NIH also provided sup-
port: RO1AI47938 (S.I.M.).
Supplementary material
The following material is available from
http://www.blackwellpublishing.com/products/journals/
suppmat/emi/emi518/emi518sm.htm
Table S1.Microarray detection of P. aeruginosa genes.
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