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Published online before print
September 13, 2002, 10.1101/gr.370702
Vol. 12, Issue 10, 1556-1563, October 2002
LETTER
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ABSTRACT |
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Draft sequencing is a rapid and efficient method for determining the near-complete sequence of microbial genomes. Here we report a comparative analysis of one complete and two draft genome sequences of the phytopathogenic bacterium, Xylella fastidiosa, which causes serious disease in plants, including citrus, almond, and oleander. We present highlights of an in silico analysis based on a comparison of reconstructions of core biological subsystems. Cellular pathway reconstructions have been used to identify a small number of genes, which are likely to reside within the draft genomes but are not captured in the draft assembly. These represented only a small fraction of all genes and were predominantly large and small ribosomal subunit protein components. By using this approach, some of the inherent limitations of draft sequence can be significantly reduced. Despite the incomplete nature of the draft genomes, it is possible to identify several phage-related genes, which appear to be absent from the draft genomes and not the result of insufficient sequence sampling. This region may therefore identify potential host-specific functions. Based on this first functional reconstruction of a phytopathogenic microbe, we spotlight an unusual respiration machinery as a potential target for biological control. We also predicted and developed a new defined growth medium for Xylella.
[The sequence data from this study have been submitted to GenBank under accession nos. NC_002723 (X. fastidiosa Almond [Dixon]) and NC_002722 (X. fastidiosa Oleander [Ann-1]).
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INTRODUCTION |
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Xylella fastidiosa is a Gram-negative bacterium belonging
to the gamma subgroup of the proteobacteria (Wells et
al. 1987
). This microorganism is an important plant pathogen causing
many economically important crop diseases, such as Pierce's disease (PD) of grapevine and citrus variegated chlorosis in citrus (Moller et
al. 1974
; Purcell 1997
). Almond leaf scorch was first described in 1974 (Moller et al. 1974
), and electron microscope studies indicated the
presence in almond of the same bacterium previously associated with PD
of grapevines (Mircetich et al. 1976
). Cross-inoculation studies showed
that PD and the almond leaf scorch strains were pathogenic to both
almond and grape (Davis and Thompson 1980
). Oleander leaf scorch was
first noticed in 1994 in southern California. The glassy-winged
sharpshooter, Homalodisca coagulata, was found to be the
vector for this bacterium. It is possible that several other varieties
of sharpshooters can transmit X. fastidiosa between oleander
plants (Purcell et al. 1999
). The oleander leaf scorch strain could not
be reisolated from grapevine in a greenhouse after inoculation using
needle puncture (Purcell et al. 1999
). This result provides evidence
for host specificity among strains of X. fastidiosa. Previous
studies classified X. fastidiosa as a single species, but
differentiated members of the species, depending on such criteria as
host specificity and pathogenicity (Hendson et al. 2001
and references
therein). We define each strain of X. fastidiosa to be a
pathovar for a specific plant, as suggested previously (Hendson et al.
2001
). We will therefore refer throughout to the citrus, almond, and
oleander strains as Xf pv citrus (XFA), Xf pv almond
(XFX), and Xf pv oleander (XFY).
The complete genome sequence of the X. fastidiosa 9a5c strain
(XFA), which causes citrus variegated chlorosis , was recently published (Simpson et al. 2000
). In this study, we report the gapped-genome sequences of Xf pv almond (Dixon strain) (XFX)
and Xf pv oleander (Ann-1 strain) (XFY) and compare them to
the complete genomic sequence of XFA. Here we present highlights of the
first functional reconstruction of a phytopathogenic microbe based on the three sequenced genomes. This approach has led us to the
identification of a putative drug target in the aerobic respiratory
chain of this organism, as well as to a prediction of the specific
growth requirements of this bacterium, which were used to develop a
defined medium for optimal growth. Furthermore, based on a global
alignment of the proteomes for these genomes, we identified a region in XFA that is absent in the other two genomes that potentially encodes host-specific functions. Comparisons of curated pathways and their components present in the complete XFA genome relative to the gapped
XFY and XFX genomes allows the prediction of functions potentially
missed during gapped-genome sequencing. Such an approach provides an
added level of quality control to the analysis of sequenced genomes.
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RESULTS AND DISCUSSION |
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Gapped-Genome Sequencing of New Xf Strains
The capacity to produce draft genomes based on a random shotgun
approach (Fleischmann et al. 1995
) far exceeds our capacity to produce
completely finished genomes. The draft-sequencing process is faster
(two to three weeks compared with months or years for finished
sequence) and much less expensive. The gapped-genomic sequence of the
two new Xylella strains (XFX and XFY) represents more than
95% of the complete sequence, with 9.4- and 8.1-fold sequence
coverage, respectively (Table 1). As we
hereby show, the microbial draft sequences (high-quality annotated
assemblies from >8-fold coverage) offers an extremely useful form of
information, leading to an effective sampling of >95% of the gene
repertoire of a given microbial genome. The genome size of both almond
(XFX) and oleander (XFY) strains is very similar to the completely
sequenced XFA genome, with 2.4 Mb (XFX) and 2.6 Mb (XFY), compared with 2.7 Mb for the XFA genome. All three strains display a similar GC
content. We identified 2681 (XFX) and 2870 (XFY) ORFs distributed over
121 and 93 contigs, respectively, compared with the 2985 ORFs of the
XFA genome. Using the ERGO bioinformatics suite, we assigned functions
to 62% of the genes in each of the two new Xylella genomes,
compared with the 58% of genes in the XFA genome. Of the remaining
38% of the ORFs in the XFX and XFY genomes, most show sequence
similarity to other proteins of unknown function (hypothetical
proteins), and only 3%-4% of the total ORFs in the two genomes did
not show any sequence similarity to other known proteins (unique ORFs).
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Nearly 59% of the ORFs in any of the three Xylella genomes can be grouped in ortholog clusters and 22% in paralog clusters. Interestingly, the number of paralog clusters in XFY is less than that in XFA, but there are more ORFs in the XFY paralog clusters compared with the XFA strain. This result indicates that there is greater functional redundancy in the oleander strain, XFY.
Identification of Xf Oleander (XFY) Episome
The sequencing and assembly of the XFY genome revealed
that it possesses a putative 30-kb episome (Table
2). The plasmid bears 36 ORFs, of which
three encode proteins involved in replication (RXFY0974, RXFY0979) and
plasmid maintenance and stability (RXFY0987). A Type IV secretion
pathway (chromosomal cluster) that includes VirB2 (RXFY02430), B4
(RXFY00976), B5 (RXFY00992), B6 (RXFY00989), B8 (RXFY00988), B9
(RXFY00984), B10 (RXFY00977), B11 (RXFY00991), and VirD4 (RXFY00973),
as well as a putative transcriptional regulator (RXFY00983) are encoded
on the 30-kb replicon. The VirB system is designed to mediate the
plasmid transfer from a donor to a recipient bacterium. Two members of
the DNA conjugative transfer pathway (TraM, RXFY02499 and TrbN,
RXFY00996) have also been found along with a "nickase" (RXFY0985),
which is responsible for initiating transposition by introducing
single-stranded nicks in the circular plasmid DNA.
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Pathway Analysis
As part of the X. fastidiosa functional reconstruction
(described later), ORFs were assigned to the appropriate metabolic and
nonmetabolic pathways (Kyrpides et al. 2000
; Selkov et al. 2000
).
Figure 1 shows the statistics of functional
roles in all three organisms according to subsystem in more detail.
Table 3 indicates that a similar number
of pathways are present in all three Xf strains. Because the
citrus (XFA) genome is complete, the percent of functions that appear
missing from pathways (Table 3) is likely to represent instances of
nonorthologous gene replacement, that is, the replacement of a
particular protein function by unrelated protein(s) with the same
cellular function (Forterre 1999
; Galperin and Koonin 1999
). Therefore,
the number of functions missing from pathways for XFA represents the
relative baseline of functions that appear as "absent". Given that
ERGO integrates a database of cellular pathways, it is possible to
predict which of the functional roles that appear as missing from the
XFX/XFY pathways are likely to reside in their nonsequenced regions. We
define a functional role as a step in a pathway, and one functional
role may have more than one biochemical function. For example, there
are 40 and 97 functional roles missing from the genomes of XFY and XFX, respectively, but present in XFA (Table 3). A comparison of these genomes shows a similar number of functional roles associated with each
subsystem. Most of the missing functions in almond and oleander strains are present in informational processing pathways (Table 3). Some of these missing functions represent components of the
core functional machinery (for example, subunits of the large and small
ribosomal complexes), and therefore we would expect them to be present
in the nonsequenced gaps. More rigorous investigation of these cases
indicated that although these functions are indeed present in these
genomes, some are associated with ORFs residing on contigs with <20
reads, which have lower coverage and sequence quality (see
Methods). We speculate that the functional absences present
in the secretion subsystem in XFX (Table 3) are likely due to the fact
that a plasmid-borne `pathogenicity island' was not clearly
identified in XFX, in contrast to the XFA and XFY. Thus, the pathway
analysis approach introduces an additional quality control step in the
reconstruction of a partial genome and allows a greater degree of
functionality to be assigned to sequenced genomes.
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Phage Integration Region Identifies Potential Host-Specific Functions
During our comparative analysis of the three Xylella
genomes, we noticed that the XFA genome contains two tRNA genes
(encoding glycine and threonine, at 1,638,644 and 1,707,587 bp) that
flank a region marked by the presence of prophage genes absent from the
XFX and XFY genomes. This region was identified in the XFA genome using a comparative genome/proteome alignment tool called GenomeWalk, the visual rendering of which is shown in Figure
2. The putative phage encoded in this
region is most similar to the Siphophage group of double-stranded DNA
phage based on whole-genome level and taxonomic comparisons (Rohwer and
Edwards 2002
). The DNA sequence in this region has a mean GC content of
65.9%, significantly greater than that found in the XFA genome as a
whole (52.6%), indicating that it has been inherited relatively
recently in the evolution of the Xf genome. This
region also contains genes encoding integrase enzymes and DNA
replication machinery, as well as genes encoding structural proteins
such as capsid and tail proteins.
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Closer inspection of this prophage region reveals that it contains two
unusual "operons". These operons are striking by the presence of
oxidoreductase, dehydrogenase, esterase, hydrolase, and isomerase
enzymes, as well as outer membrane permease/transporter proteins,
indicating that they are involved in carbon-utilization pathways. Both
operons are completed by LysR-family transcriptional regulators that
presumably control transcription of the genes in response to
environmental signals. It is unclear which carbon-utilization pathways
these enzymes are involved in, although the limited distribution (no
close orthologs previously identified) indicates that these operons may
provide host-specific functions to XFA that are not present in other
Xf strains. The completeness of the proteins encoded in this
region, the lack of similar prophage in related Xf genomes,
and the similarity between this phage and prophage found in the enteric
Salmonella typhi genome recently sequenced (Parkhill 2000
)
might indicate that this is still a viable phage and not a cryptic
remnant of an invading parasite.
Functional Reconstruction
We embarked on a functional reconstruction of the X. fastidiosa
(Xf) genomes based on the genomic DNA sequences. A more
detailed description of how this is done has been published previously (Kyrpides et al. 2000
; Selkov et al. 2000
; DelVecchio et al. 2002
; Kapatral et al. 2002
). Here, we present selected highlights of this
analysis specifically pertaining to respiratory mechanisms and some of
the core metabolism that is relevant to the growth of the bacteria.
Reconstruction of electron transport in Xylella spp. was
performed by analyzing the respiratory complexes, both anaerobic and
aerobic, as well as proton transport and ATPase. In contrast to
previous interpretations (Simpson et al. 2000
), the resulting overview
indicates that the Xf strains possess quite a simple and
unusual aerobic respiratory complex (Fig.
3A,B) that does not have the adaptive
capabilities of, for instance, Escherichia coli or
Bacillus subtilis. Functional analysis in silico
shows the presence of the least energy-efficient type of aerobic
respiration of any known organism reported to date. The ORF numbering
corresponds to the XFA genome, but orthologs in the XFX and XFY strains
are present. All three Xf possess cytochrome o (bo) ubiquinol
oxidase (EC 1.10.3.-) as the only terminal oxidase (RXFA01387-1390).
Such a limited system of aerobic respiration indicates that this type of energy metabolism is not a prevalent pathway for this bacterial family. In addition, it indicates that Xf are capable of
aerobic respiration at high aeration levels but not under
oxygen-limiting conditions, because of the absence of cytochromes with
high oxygen affinity. Surprisingly, there is no trace of a cytochrome c
oxidase (or other type of quinol oxidase as the terminal oxidase)
despite the availability of the entire operon encoding the
ubiquinol-cytochrome c reductase complex (EC 1.10.2.2; complex III:
Rieske iron-sulfur protein, cytochrome b and cytochrome c1 precursor
[RXFA00908-910], respectively). Thus, we can suggest that, because
the cytochrome o (bo) ubiquinone oxidase is the only available terminal
oxidase, it provides a strong potential control point and drug target
for these phytopathogens. Although soluble periplasmic cytochrome c has
not been found in the Xf genomes, another protein, the
copper-containing protein azurin (RXFA00507), could perform electron
transport in the periplasm between ubiquinol-cytochrome c reductase and
the missing cytochrome c oxidase.
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Anaerobic respiration in Xf is also quite limited (Fig. 3C). The entire system for nitrate utilization to dinitrogen is absent. Additionally, the enzymes converting nitrate into ammonia appear to be absent. Xf clearly prefers anaerobic respiration based on sulfur metabolism. The entire operon that encodes enzymes for the use and reduction of sulfate to sulfide is present (sulfate adenylyltransferase [EC 2.7.7.4; RXFA01500-1501], adenylylsulfate kinase [EC2.7.1.25; RXFA01501], phosphoadenosine phosphosulfate reductase [EC 1.8.99.4; RXFA01497], and sulfite reductase [EC 1.8.1.2; RXFA01498-1499]). Indication that another type of anaerobic respiration may be present is suggested by the presence of arsenate reductase (RXFA00115). The simplicity and the type of anaerobic respiratory complex indicate that the enzymes of the sulfate-sulfide reduction pathway could also serve as a potential drug target.
Xf has a well-defined operon encoding H+-transporting ATP synthase (EC 3.6.1.34; RXFA01142-1149). There is no indication of any other type of ATP synthase. Proton balance seems to be maintained mainly by NADH-quinone oxidoreductase (EC 1.6.5.3; RXFA00305-318), cytochrome o ubiquinol oxidase, quinone pool, and ubiquinol-cytochrome c reductase that pump protons out and the reverse catalyzed by the H+-transporting ATP synthase.
X. fastidiosa is able to use very few sugars (glucose,
fructose, mannose, ribose, glycerol, N-acetylglucosamine) and
cellulose. Paradoxically, despite its ability to use these sugars, it
was not apparent from previous studies (Simpson et al. 2000
) how these sugars are transported into the cell. We have identified candidates for
some of the sugar transport systems, which have orthologs in Xf pv
almond and Xf pv oleander. For example, based on the chromosomal neighborhood of the XFA ORF, RXFA01462, which is positioned at the beginning of a N-acetylglucosamine utilization operon, this ORF
is likely to be the N-acetylglucosamine and glucosamine transporter.
The Xylella genomes contain one family 1 ABC transporter, the
subunits of which are dispersed throughout the genome. The sugar
transport permease (RXFA02446, RXFA02467) and the periplasmic binding
protein (RXFA02448) are found adjacent to an enzyme involved in glucose
metabolism. The ATPase subunit (RXFA01067) is found in a distant region
of the genome. We propose that this sugar transporter is likely to be
involved in glucose uptake.
The range of amino acids that might be used by Xylella as a sole carbon source seems to be limited to D- and L-alanine (via alanine racemase and D-amino acid dehydrogenase), glycine (via glycine cleavage system) and L-glutamate (via glutamate dehydrogenase). Thus, some carbon and energy source, other than amino acids and an oligopeptide mixture, should be provided for efficient growth of Xylella. This carbon source might be glycerol (all genes for glycerol utilization were found, including glycerol uptake protein, glycerol kinase, and glycerol-3-phosphate dehydrogenases), malate or oxaloacetate (C4-dicarboxylate transporter and NADP-dependent malic enzyme are clustered together), glucose, fructose, or N-acetylglucosamine. Most likely, an optimal growth medium for Xf would be predicted to contain glycerol as a carbon and energy source and L-glutamate as both a nitrogen and carbon source. In addition, the clear preference of Xf for sulfate reduction-based anaerobic respiration could indicate that the best medium for the Xf family would contain an increased concentration of sulfur-containing compounds.
Growth Medium
Culture media for Xf were first developed for both grape
and almond strains (Davis et al. 1978
) and eventually for other X. fastidiosa strains such as those from peach and periwinkle (Davis et al. 1981a
). Determination of the minimum metabolic requirements for
this organism would thus allow improvement in medium composition for
optimal growth and make this organism more tractable for study. Based
on our functional reconstruction of the sequenced Xf genomes, we generated predictions of the nutritional profile of these
phytopathogens, and we designed growth experiments to test and develop
a defined medium. A commonly used growth medium was modified by adding
one or more of the predicted compounds. The standard growth medium used
was PW (Davis et al. 1981b
). Medium components that were changed
included those that are putative sources for carbon, nitrogen, and
iron. The bacterial strain used for the experiments was Xf pv almond (Dixon). Numbers of colony-forming units (CFU) of
Xf were determined after 7 days growth at 28°C.
We compared the growth of Xf pv almond on standard PW
as the growth medium (1.13 × 109 CFU ml-1), and
determined that the addition of fructose (8.40 × 108 CFU
ml-1), oxaloacetate (5.80 × 108 CFU
ml-1), N-acetylglucosamine (2.90 × 108 CFU
ml-1), or
-keto-glutarate (7.00 × 108 CFU
ml-1) could substitute for the Bovine serum albumin
(BSA) constituent of the PW medium when added separately.
In comparison, glycerol (2.93 × 107 CFU ml-1) and
glucose (5.70 × 106 CFU ml-1) could not substitute
as well for BSA in the PW-based medium. Sucrose did not substitute for
BSA, as was mentioned in previous studies (Davis et al. 1981b
). The
different iron sources used were hemin chloride (1.13 × 109
CFU ml-1), ferric pyrophosphate (4.60 × 108 CFU
ml-1), or iron sulfate (3.10 × 108 CFU
ml-1). These iron sources affected the growth of Xf
similarly. The addition of the amino acids glycine (4.40 × 108 and 2.9 × 108 CFU ml-1) or glycine
plus L-alanine (9.50 × 108 and 6.83 × 108 CFU ml-1) to the PW base did not appreciably
improve growth, although Xylella approached the growth
properties with the PW-based medium. Indeed, when glycine
was omitted from the modified medium, less growth was observed (data
not shown). Xylella appear to grow better in the presence of
glycine, although the exact reason for this is unclear. When
L-cysteine was added to PW, no growth was observed. Our
results indicate that when BSA is removed from the PW-based medium, the
best growth conditions are provided by the addition of fructose,
glutamine, glycine, and iron sulfate. Thus, Xf was found to
grow well on media components predicted by the metabolic reconstruction
when they were added as substitutes for BSA in the basal medium.
The aspects of the genome comparisons and functional reconstructions presented here represent the relative highlights of the biological analysis discerned from the genome analysis of the phytopathogenic X. fastidiosa (Xf) species. A more complete description of the genome analyses and reconstructions are presented elsewhere (Bhattacharyya et al., in press). However, there are two intriguing questions posed from this study. First, does the unique phage insertion sequence in the Xf citrus strain indeed bear potential host-specific functions? Second, can the strong potential control point identified in the aerobic respiratory chain provide a potential drug target in these phytopathogens? We envision that microarray, genetic, proteomic, and pharmacological approaches will provide the tools to address these new challenges identified from this in silico analysis of the genome sequences of these organisms.
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METHODS |
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Sequencing and Assembly
Genomic DNA for strains of both Xf pv almond (Dixon) and
oleander (Ann-1) were obtained from the collection of
isolates from A.H.P, at the University of California, Berkeley. Using a
whole genome shotgun approach, purified DNA was fragmented using a
GeneMachines Hydroshear, end repaired and size fractionated on agarose
gels. Fragments in the 3- to 4-kb size range were excised, eluted, and blunt-end ligated to SmaI-linearized pUC18 DNA. DNA from
overnight cultures (180 µL) of these libraries was purified using an
automated 96-well SPRI protocol (Hawkins et al. 1994
). These templates
were cycle-sequenced using both universal M13-forward and M13-reverse primers with dye-terminator chemistry (AP Biotech). The resulting products were sequenced on MegaBACE 1000 capillary sequencers. Raw
traces were preprocessed using Cimarron software version 2.1905 (AP
Biotech) and base-called using Phred (Ewing et al. 1998
). Read lengths
in libraries typically averaged 500-550 bases with Phred
20.
Individual sequence reads were assembled using Phrap (http://bozeman.mbt.washington.edu/phrap.docs/phrap.html), and contig
order/orientation was established by using technology developed at the
Joint Genome Institute (JGI) (e.g., readsincontig,
phrap2gapspan) in conjunction with the graphical sequence editor,
Consed (Gordon et al. 1998
). Libraries were sequenced to at least 8×
depth of coverage. The DNA sequences of the two Xylella
strains (almond and oleander strains) are available at the JGI Web
server (http://www.jgi.doe.gov/JGI_microbial/html/).
ORF Prediction
ORFs were predicted with a proprietary ORF-calling software system
developed at Integrated Genomics. The system automatically combines its
own statistically predicted ORFs with ORFs derived from external
sources (if available) and BLAST and FASTA similarities. ORFs were
predicted using this approach for all three Xf genomes including the previously published Xf pv citrus (Simpson et
al. 2000
) whose DNA sequence was extracted from GenBank. The ORF
prediction tools were not run on contigs with Phred <20 reads.
Genome Analysis: Annotations, Functional Reconstructions, and Comparative Genomics
We used the ERGO bioinformatics suite
(http://www.integratedgenomics.com) (Kyrpides et al. 2000
; Selkov et
al. 2000
; DelVecchio et al. 2002
; Kapatral et al. 2002
). ERGO contains
an integration of over 450 genomes (including complete and partial,
public, and proprietary from all kingdoms), with an extensive manually
curated set of functional annotations and over 5000 manually curated
cellular pathways, which is part of the Integrated Genomics proprietary Pathway Database. The analysis of the three Xf strains was
performed as previously described (Kyrpides et al. 2000
; Selkov et al.
2000
; DelVecchio et al. 2002
; Kapatral et al. 2002
). The gene
clustering based on sequence (i.e., ortholog and paralog clusters), as
well as the one based on chromosomal context (i.e., chromosomal and fusion clusters), were computed on the basis of proprietary technology developed at Integrated Genomics. Comparative genomics technology such
as GenomeWalk (available through ERGO suite) was also used. GenomeWalk
provides a graphical whole genome comparison environment that
facilitates the identification of unique chromosomal regions between
closely related genomes. Workbench allows the identification of the
common and unique clusters of genes between genomes, by using
clustering algorithms to calculate protein clusters between a set of organisms.
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WEB SITE REFERENCES |
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http://www.jgi.doe.gov/JGI_microbial/html/index.html; JGI Web server.
http://www.integratedgenomics.com; ERGO bioinformatics suite
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ACKNOWLEDGMENTS |
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We thank members of the bioinformatics and genome analysis group at Integrated Genomics, specifically, Gordon Pusch, Lynn Jablonski, Olga Vassieva, Allen Bartman, and Warren Gardner for assistance during preliminary stages of the genome analysis. We would also like to thank Ken Frankel (JGI) for his contribution in the genomic sequence analysis. Funding for this work was supported by the Integrated Genomics research and development program, and by the U.S. Department of Energy research grants, from the Office of Biological and Environmental Research, by the University of California, Lawrence Livermore National Laboratory under Contract No. W-7405-Eng-48, Lawrence Berkeley National Laboratory under contract No. DE-AC03 76SF00098, and Los Alamos National Laboratory under contract No. W-7405-ENG-36.
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.
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FOOTNOTES |
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8 Corresponding author.
E-MAIL anamitra{at}integratedgenomics.com; FAX (312) 226-9446.
Article and publication are at http://www.genome.org/cgi/doi/10.1101/gr.370702.
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REFERENCES |
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Received April 19, 2002; accepted in revised form July 30, 2002.
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