Previous Article | Next Article 
Eukaryotic Cell, August 2007, p. 1392-1399, Vol. 6, No. 8
1535-9778/07/$08.00+0 doi:10.1128/EC.00164-07
Copyright © 2007, American Society for Microbiology. All Rights Reserved.
Characterization of a Novel Gene for Strain Typing Reveals Substructuring of Aspergillus fumigatus across North America
S. Arunmozhi Balajee,1*
Sun T. Tay,1,2
Brent A. Lasker,3
Steve F. Hurst,1 and
Alejandro P. Rooney4
Mycotic Diseases Branch,1
Bacterial Zoonoses Branch, Centers for Disease Control and Prevention, Atlanta, Georgia,3
Department of Medical Microbiology, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia,2
National Center for Agricultural Utilization Research, Agricultural Research Service, U.S. Department of Agriculture, Peoria, Illinois4
Received 7 May 2007/
Accepted 30 May 2007

ABSTRACT
Fifty-five epidemiologically linked
Aspergillus fumigatus isolates
obtained from six nosocomial outbreaks of invasive aspergillosis
were subtyped by sequencing the polymorphic region of the gene
encoding a putative cell surface protein, Afu3g08990 (denoted
as CSP). Comparative sequence analysis showed that genetic diversity
was generated in the coding region of this gene by both tandem
repeats and point mutations. Each unique sequence in an outbreak
cluster was assigned an arbitrary number or CSP sequence type.
The CSP typing method was able to identify "clonal" and genotypically
distinct
A. fumigatus isolates, and the results of this method
were concordant with those of another discriminatory genotyping
technique, the
Afut1 restriction fragment length polymorphism
typing method. The novel single-locus sequence typing (CSP typing)
strategy appears to be a simple, rapid, discriminatory tool
that can be readily shared across laboratories. In addition,
we found that
A. fumigatus isolates substructured into multiple
clades; interestingly, one clade consisted of isolates predominantly
representing invasive clinical isolates recovered from cardiac
transplant patients from two different outbreak situations.
We also found that the
A. fumigatus isolate Af293, whose genome
has been sequenced, possesses a CSP gene structure that is substantially
different from those of the other
A. fumigatus strains studied
here, highlighting the need for further taxonomic study.

INTRODUCTION
Conidia of
Aspergillus fumigatus become airborne easily, and
subsequent inhalation of these infectious particles is believed
to be the route of transmission for invasive aspergillosis.
Accordingly, several nosocomial outbreaks of invasive aspergillosis
have been reported with strong evidence suggesting that such
infections are acquired from the environment of the hospital
(
10,
31,
35,
43). The Centers for Disease Control and Prevention
(CDC) recommends that in the setting of a nosocomial aspergillosis
outbreak and in the presence of continuing evidence of
Aspergillus infection in the hospital population, an environmental assessment
should be undertaken to determine and eliminate the source of
infection (
51). In such nosocomial outbreak investigations,
Aspergillus strain typing methods can indicate the source and/or
route of infection by determining whether epidemiologically
related isolates are also genetically related. Once the source
is identified, corrective measures can then be undertaken to
eliminate the implicated source to contain the infection.
Several molecular methods have been evaluated for A. fumigatus strain typing, and these methods include randomly amplified polymorphic DNA typing (1), sequence-specific DNA primer analysis (32), polymorphic microsatellite markers (6, 7, 12), and analysis of hybridization profiles with a dispersed, repetitive DNA probe Afut1 (Afut1 restriction fragment length polymorphism [Afut1 RFLP]) (11, 36). Although a combination of typing methods appears to have more utility in strain typing, polymorphic microsatellite markers, and Afut1 methodologies used singly were found to be reproducible with a high discriminatory power (30) and appear to be more useful than other strain typing methods. However, these methods possess certain key shortcomings that restrict their utility in a clinical setting; most notably, they are not easily amenable to standardization across laboratories, and data collection requires specialized equipment and expertise to interpret sometimes difficult data sets. For these reasons, the former technologies remain largely inaccessible to many clinical microbiology laboratories. In contrast, DNA sequence-based typing methods are not plagued by these problems and, therefore, are being increasingly employed for routine identification of medically important fungi in clinical microbiology laboratories (18, 44). Comparative DNA sequencing methods such as those that determine sequence variation from several housekeeping genes (multilocus sequence typing [MLST]) have been elucidated for the routine typing of many different microbial species (13, 14, 33, 39). The MLST method has been particularly useful for strain discrimination in Candida spp. (9, 23, 52-54). and has been a powerful approach for A. fumigatus species identification (3-5, 20). However, the MLST method has not been suitable for A. fumigatus strain discrimination because of low levels of genetic diversity generated by the conserved protein-coding regions which results in an inability to differentiate strains (2, 47).
Recently, comparative genomic hybridization studies of A. fumigatus strains Af293, Af294, and Af71 have revealed that a number of genes, including those that encode enzymes and drug resistance transporters, were either absent or divergent in these A. fumigatus strains (37). Another study analyzing the entire A. fumigatus genome for open reading frames with coding tandem repeats found that several such genes were moderately to highly polymorphic in a test panel of A. fumigatus isolates (companion paper [31a]). The purpose of this study was to characterize the levels of polymorphism of one of these genes, the putative cell surface protein gene Afu3g08990 (hereby designated CSP) and to evaluate its discriminatory power on a panel of 55 epidemiologically linked A. fumigatus isolates from six different outbreak investigations. The results of our study show that CSP is a highly polymorphic marker that possesses sufficiently high levels of variability so as to successfully differentiate A. fumigatus strains.

MATERIALS AND METHODS
Aspergillus fumigatus strains.
Fifty-five isolates of epidemiologically linked
A. fumigatus isolates were obtained from six CDC outbreak investigations
and designated OB1 to OB6 (see Table
1). All of the isolates
had available genotype data derived from
Afut1 RFLP typing.
Two of the six investigated outbreaks, OB2 and OB6, included
isolates that were indistinguishable by
Afut1 hybridization
profile. Group OB2 included isolates that were previously recovered
from the first reported case of person-to-person transmission
of
A. fumigatus; here the source of the outbreak was identified
as the debridement and dressing of
A. fumigatus-infected wounds
from a patient in the same intensive care unit (
43). Group OB6
included isolates recovered from a heart transplant unit in
a Canadian hospital where the air vent duct was identified as
the most likely source of the outbreak (unpublished data). Groups
OB1, OB3, OB4, and OB5 did not yield a clear set of relationships
based on
Afut1 typing. Group OB1 isolates were obtained from
a renal transplant unit in California (
42), and group OB3 isolates
were obtained from a cardiac transplant unit in New York. Isolates
belonging to group OB4 were obtained from a surgical unit in
a hospital in Colorado where the patients had undergone prosthetic
heart valve replacement surgery (unpublished data). Cluster
OB5 was comprised of isolates acquired from a poultry farm outbreak
investigation in which
A. fumigatus was recovered from the lungs
of chickens and from chicken litter (unpublished data). The
A. fumigatus isolates, ATCC 16903 and ATTC 42202 were also included
in the analysis. Species identification of all 55
A. fumigatus isolates was confirmed by both morphological and molecular methods
using sequence comparison of the ß-tubulin region
(
5).
PCR amplification and sequencing of polymorphic loci.
Fungal DNA was extracted and purified from these isolates as
described previously (
30). PCR primers for the CSP region were
designed using the program GeneFisher (R. Giegerich, F. Meyer,
and C. Schleiermacher, presented at the Proceedings of the Fourth
International Conference on Intelligent Systems for Molecular
Biology) and were as follows: 5'-TTGGGTGGCATTGTGCCAA (forward)
and 5'-GAGCATGACAACCCAGATACCA (reverse). PCR amplification was
performed with 1 µl of DNA as the template in a total
reaction mixture volume of 25 µl consisting of PCR buffer
(20 mM Tris-HCl [pH 8.4], 50 mM KCl); 0.2 mM each dATP, dGTP,
dCTP, and dTTP; 1.2 to 1.6 mM MgSO
4; 0.2 pmol of each primer;
1 U of
Pfx polymerase (Invitrogen-BRL, Life Technologies, Carlsbad,
CA); and 1
x Pfx enhancer (Invitrogen). A total of 35 cycles
of amplification were performed in a GeneAmp PCR system 9700
thermal cycler (PE-Applied Biosystems) after initial denaturation
of DNA at 94°C for 5 min. Each cycle consisted of a denaturation
step of 94°C for 15 s, an annealing step of 55°C for
30 s, and an extension step of 68°C for 30 s, and the last
cycle was followed by a final extension at 68°C for 2 min.
Products were visualized on a 1.2% agarose gel.
The resultant amplicons were purified using the reagents and protocols supplied by the manufacturer with the ExoSAP-IT PCR purification kit (USB Corporation, Cleveland, OH). The purified fragments were mixed with 4 µl of Big Dye (PE-Applied Biosystems) and 10 pmol of primer (same as the respective PCR primers), and a 10-µl reaction mixture was run on a thermal cycler at 96°C for 5 min, followed by 30 cycles of 96°C for 10 s, 50°C for 5 s, and 60°C for 4 min. Products were directly sequenced on an Applied Biosystems 3730 DNA analyzer in accordance with the protocols supplied by the manufacturer. Both strands were aligned, and the sequences were edited with the Sequencher version 4.7 software (Genecodes Inc., Ann Harbor, MI).
Identification and classification of CSP STs.
Sequences generated from the CSP locus were imported into the Bio-Edit sequence alignment program and manually inspected, and each unique CSP sequence (herein referred to as sequence type [ST]) was assigned a random numerical code for identification. ST assignment was done per outbreak to facilitate comparison with the archived Afut1 genotype data.
Evaluation of the CSP sequence typing scheme. (i) Reproducibility.
Reproducibility, defined as the ability to assign an identical type to the same isolate by a repeat assay, was assessed by sequence analysis of independent DNA preparations from randomly selected isolates. Twelve isolates—B6079, B6081, B6084, B6075, B6083, B6072, 127, B5358, B5866, B5856, 3960, and 4340—were tested twice for reproducibility.
(ii) In vitro stability.
In vitro stability of the hypervariable CSP locus was tested with the ATCC 16903 strain. Briefly, the isolate was subcultured on Sabouraud's dextrose agar plates for 20 passages; DNA was extracted from all 20 subcultures, and the CSP locus was sequenced.
(iii) Concordance.
Concordance between the CSP and Afut1 typing methods was calculated as described previously (46). Briefly, each isolate per outbreak was examined, and each isolate pair was classified as identical or different by the two genotyping methods. A two-by-two table was constructed for the two technique comparison and percent cell concordance was calculated. Percent concordance corresponds to the proportion of pairs for which the two methods are in agreement.
Phylogenetic analysis.
A phylogenetic analysis of all the CSP gene sequences was performed using the maximum-parsimony method. Statistical reliability of internal nodes was assessed using 1,000 bootstrap pseudoreplicates. The Neosartorya fischeri NRRL 181 CSP gene sequence (GenBank accession number XM_001263541) was included as the outgroup taxon in order to root the resultant trees. All phylogenetic analyses were conducted using the PHYLIP version 3.6 software package (16). Within this package, the program DNAPARS was used to conduct a heuristic search with 100 random sequence additions for the entire CSP gene fragment. The program DNAPENNY was used to conduct a branch-and-bound search reconsidering the input order of species for the analysis of the CSP repeat region (discussed below). For both heuristic and branch-and-bound searches, gaps were treated as a fifth character state.
Nucleotide distances were calculated using the computer program MEGA 3.1 (29). Estimates of the numbers of synonymous substitutions per synonymous site (dS) and nonsynonymous substitutions per nonsynonymous site (dN) were calculated using the modified Nei-Gojobori method (56) with Jukes and Cantor (25) distances and the observed transition/transversion ratio. To test for the potential action of positive Darwinian selection across the entire CSP sequence and subregions within that sequence, we used Fisher's exact test to evaluate the difference in magnitude between the observed and potential numbers of synonymous and nonsynonymous substitutions (55). In order to evaluate the evidence for positive Darwinian selection acting on individual codons, the single-likelihood ancestral counting method (SLAC) (28) was used.

RESULTS
CSP locus as a polymorphic marker.
PCR product size differences were evident when the amplified
products were visualized by agarose gel electrophoresis after
ethidium bromide staining; the PCR amplicon size ranged from
550 bp to 700 bp in length. Sequence analysis of the PCR products
showed that the CSP STs differed by numerous insertions (Fig.
1). In addition, all STs possessed a highly variable region
consisting of 18-nucleotide tandem repeats. The number of repeats
differed in strains, ranging from 7 to 13. When CSP STs were
compared to the
Afut1 genotypes (Table
1), we found that the
two methods were comparable, with 100% concordance in groups
OB2 to OB5. However, concordance values of only 62.5% and 91%
were obtained when the two typing methods were used to compare
groups OB1 and OB6. Specifically,
Afut1 hybridization profiles
revealed that isolates 606, 607, and 633 were closely related
but distinct isolates, while the CSP typing method grouped all
three isolates in a clonal cluster. Again, isolate 610 (group
OB1) was closely related to isolates 648 and 650 by
Afut1 analysis,
but these isolates were indistinguishable by CSP typing. Similarly,
in group OB6, 2 of 23 isolates (isolates 101 and 131) had distinct
genotypes by the
Afut1 method but identical sequences by the
CSP typing method.
Typeability, in vitro stability, and reproducibility of the CSP typing strategy.
The results of the CSP and
Afut1 typing methods are presented
in Table
1. All of the
A. fumigatus isolates were amenable to
both PCR amplification and sequencing of the CSP locus, rendering
the CSP typing scheme 100% typeable. The typing technique was
highly reproducible as shown by identical sequences generated
after repeated DNA extraction and PCR amplification and sequencing
of 12 randomly selected isolates (repeated at least two times).
In vitro stability of the genomic region in which CSP resides
was confirmed by examining the effects of multiple passages
(20 generations) of strain ATCC 16903 on Sabouraud's dextrose
agar plates. Results showed that there were no variations in
the CSP STs analyzed from these passages.
Phylogenetic analysis.
A phylogenetic analysis of the entire 558-bp CSP gene plus an additional 6 bp immediately upstream from the start codon resulted in 66,825 most parsimonious trees obtained using a heuristic search involving 100 random sequence additions. A strict consensus of these trees is presented in Fig. 2. Several clusters were characterized by moderate to high bootstrap values. All of the groups consisted of isolates originating from multiple outbreaks, suggesting that outbreak strains are widely distributed across North America. Isolate Af293, whose genome has been completely sequenced, clustered outside the outbreak strains and was found to be closer to N. fischeri (uncorrected percent divergence [p] of 0.106) than it was to the outbreak strains of A. fumigatus (range of p, 0.483 to 0.624) at the first 64 codon positions (192 bp) of the CSP gene alignment. However, among the remaining nucleotides (199 to 564), Af293 was nearly identical to the outbreak strains (p = 0 to 0.004). In contrast, N. fischeri was substantially different from Af293 and the other A. fumigatus strains (p = 0.066 to 0.071). It should also be pointed out that codon 28 is a stop codon among all outbreak strains and is followed by a putative alternative start codon at position 56. In addition, Af293 and N. fischeri lack codon 44 (each possesses a 3-bp deletion). As N. fischeri is the outgroup taxon for this analysis, it can be inferred that the presence of codon 44 among the outbreak strains represents an insertion at this site. Collectively, the above data indicate that Af293 may be from a lineage distinct from that of the outbreak strains studied here.
The level of nucleotide divergence observed across the entire
CSP alignment (average
p = 0.001; range = 0 to 0.005) was not
substantially higher than what was observed for the repeat region
alone (average
p = 0.007; range = 0 to 0.042), although the
range was greater. However, the repeat region is unusual in
comparison to the flanking segments of the CSP gene due to numerous
insertions and deletions in the former. Interestingly, these
insertions and deletions appear to be highly phylogenetically
informative. To verify this, we conducted a phylogenetic analysis
of the tandem repeat region alone. A total of 15 most parsimonious
trees were found using a branch-and-bound search. A strict consensus
of these trees is shown in Fig.
3. The bootstrap support values
for the clusters identified in this analysis were high. As in
the case of the previous analysis, several multioutbreak clusters
were found, although two outbreak-specific clusters (clusters
1 and 3) were identified. As in the case of the previous analysis,
the clustering pattern suggests that outbreak strains are widely
dispersed across North America. Also, strain Af293 did not cluster
apart from the outbreak strains, as predicted based on the divergence
values reported for the first 198 bp versus the remaining 366
bp, among which the tandem repeat region is found. Instead,
Af293 was found to possess an identical CSP ST with cluster
4 strains, which include B5856OB2, B5859OB2, and 3957OB4 (Fig.
3). Finally, it should be pointed out that the bootstrap values
associated with internal branches in Fig.
3 are much higher
than what was observed in Fig.
2. This observation is consistent
with our previous statement that insertions and deletions in
the repeat region possess substantial phylogenetic signal.
Molecular evolutionary analysis of the repeat region.
Due to the unusually high number of insertion and deletions,
we conducted analyses of positive Darwinian selection on the
repeat region. Both methods (Fisher's exact test and the SLAC
method) did not provide evidence of positive Darwinian selection.
Interestingly, when we analyzed the number of distinct repeats
(
11) and compared them to each other, we found that
dS was 0.311
and
dN was 0.742, thus giving
dN/
dS of 2.4. However, the small
number of observed changes between repeats (one synonymous change;
eight nonsynonymous changes) and the small number of sites (four
potentially synonymous sites; eight potentially nonsynonymous
sites) requires the use of small sample test (Fisher's exact
test), and as a result, the difference is not statistically
significant (
P = 0.59).

DISCUSSION
Over the last decade, sequence analysis of a single, highly
variable gene has been successfully applied to strain differentiation
among microorganisms that possess low levels of genetic variability
and/or lack discernible population genetic structure. Notable
cases include protein A (
spa) and clumping factor (
cflB) gene
typing for
Staphylococcus aureus (
26,
27,
48) and flagellin
A (
flaA) gene typing for
Campylobacter jejuni (
34). The
S. aureus spa typing method has been evaluated in numerous epidemiological
studies and has been shown to be a valuable genotyping tool
using well-validated strain panels (
49). Similarly, we have
demonstrated that the repeat region within the Afu3g08990 locus
(CSP) is highly informative for subtyping, as shown through
the presence of multiple, very well supported clusters inferred
from our phylogenetic analysis (Fig.
3), and we recommend its
use for
A. fumigatus outbreak source tracking. In fact, results
of the study demonstrate that the single-locus sequence typing
strategy fulfills the basic tenets of an appropriate typing
scheme (
50), since it (i) assigned isolates to distinct subtypes;
(ii) differentiated one subtype from another, at the same time
not being so discriminatory as to assign a unique subtype to
every isolate; and (iii) identified clusters of closely related
isolates ("clonal complexes").
The observation that CSP typing can group isolates in congruence with another well-established method, the Afut1 method, further validates the use of the CSP typing method as an alternate scheme for A. fumigatus strain typing. Although there was overall agreement between the two genotyping methods, there was discordance in two clusters, OB1 and OB6. In both of these outbreak clusters, isolates that were grouped as "clonal" by the CSP typing method were revealed as closely related isolates by Afut1 hybridization profiles. This could be a reflection of our conservative criterion for Afut1 genotyping whereby two isolates were considered different when the hybridization patterns differed by at least two bands. Nevertheless, this loss of resolution could be a drawback of any strategy that uses a single-locus scheme versus the Afut1 method, which reveals the genomic diversity of the organism. Thus, the CSP typing method alone may not have the resolving power of the highly discriminatory Afut1 method, but it has been demonstrated that a combination of genotyping methods yields better understanding of genetic relatedness than any one method used singly (30). Similarly, another single-locus sequence scheme (spa typing) was not able to resolve clonal groups of S. aureus isolates (27). In spite of this limitation, our study demonstrates for the first time the utility of a novel single-locus sequence typing scheme that can be used as a first-line strategy for rapid, easy to use and interpret method for A. fumigatus strain discrimination. Results of our study also demonstrated that the CSP gene is a stable and reproducible marker, making it an attractive genotyping tool.
Numerous studies have shown that the Afut1 RFLP and microsatellite-based methods are highly discriminatory techniques for A. fumigatus strain typing (8, 12, 30); however, both these methods have several disadvantages that include the need for specialized equipment and dedicated software, difficulty in data interpretation, and inability to share data between laboratories. In contrast, the only requirements of the proposed CSP-based typing scheme is the ability to perform PCR and have access to an automated sequencer; both this technology and expertise are now becoming available to many clinical microbiology laboratories. In addition, interpretation of the sequence information from a CSP typing scheme does not require sophisticated algorithms or dedicated software and thus can be seamlessly integrated into any laboratory. Since adequate typing information is obtained exclusively from a single locus, this typing method combines many of the advantages of a sequence-based system, such as MLST, while at the same time offering a more rapid and convenient system for outbreak investigations.
There are two findings from our study that carry important epidemiological implications for A. fumigatus. First, we found that CSP phylogenetic clusters consist of strains that have appeared in more than one outbreak (Fig. 3), indicating that CSP phylogenetic clusters are widely dispersed across North America. Second, we found that A. fumigatus outbreaks consist of strains from more than one phylogenetic cluster (Fig. 3), which is also consistent with a widespread geographic dispersal of clusters. Although these findings are not novel, our observation agrees with previous studies (45, 47) indicating that A. fumigatus strains are widespread across North America. However, our results differ from these other studies, as we detected substructuring (i.e., the presence of multiple, well-supported phylogenetic clusters) in spite of widespread geographic dispersal across North America.
What could explain this pattern of phylogenetic substructuring in the face of widespread dispersal? It could be that A. fumigatus is composed of cryptic lineages that are not detected with the more conserved genes typically characterized in MLST or other phylogenetic studies. However, the phylogenetic information in the CSP gene comes from the rapid polymorphism generated through insertions and deletions (and to a lesser extent, point mutations) found within the CSP repeat region. This pattern is reminiscent of what is seen in the case of merozoite surface repeat proteins of Plasmodium species (15, 17, 19), where the repeat regions have been shown to be immunogenic (40, 41), the ALS3 gene in the yeast Candida albicans (38), and the spherule outer wall glycoprotein (SOWgp) gene of Coccidioides, wherein the repeated elements appear to contribute to the virulence of this species both by functioning as an adhesin and by modulating the host immune response (21, 22). In a recent population-based study of the repetitive domain in the SOWgp gene using phylogenetic and genetic distance methods, it was shown that this gene evolves in Coccidioides by concerted evolution (24).
While the biological function of the Afu3g08990 gene (designated CSP in this study) is not known, data from Levdansky and colleagues (companion paper [31a]) show that the protein is expressed in the cell walls of both conidia and hyphae of A. fumigatus. Deletion of this gene in A. fumigatus resulted in phenotypic changes that included reduced adherence and premature fast germination (31a). In the present study, the phylogenetic tree constructed with the entire portion of the CSP locus revealed three distinct clades (Fig. 2). Notably, all isolates in one clade (shown within the brace in Fig. 2) were recovered from clinical samples and more than half these isolates (5/8 isolates) were invasive isolates causing infection in cardiac transplant patients. These isolates also grouped together in a clade (shown within the brace in Fig. 3) distinct from other clades in the phylogenetic tree constructed based on the 159-bp repeat region of the locus. It is tempting to speculate with this limited data that the phylogenetic lineages detected may correspond to antigenic lineages and not taxonomic lineages. However, this needs to be further explored with a more robust and larger set of isolates collected from both environmental and clinical origins. Nevertheless, we did find evidence to suggest that strain Af293 may represent a distinct lineage based on the phylogeny presented in Fig. 2 as well as the distinct structure of its CSP gene in comparison to that of other A. fumigatus strains (see Results). Interestingly, the sequence of the CSP gene from another strain of A. fumigatus, CEA10, that has been recently sequenced was found to be 100% similar to Af293 at the nucleotide level.
In conclusion, the present study demonstrates that the CSP region has a high degree of polymorphism, generating strain diversity patterns that distinguished epidemiologically linked strains and could therefore be a practical yet meaningful way to conduct epidemiological studies. Further, CSP typing appears to have significant advantages over many existing techniques in terms of cost, speed, ease of use and interpretation, and standardization, and it allows the creation of unambiguous data sets that can be readily exchanged between labs and be organized into global databases. Interestingly, this study also found evidence indicating that A. fumigatus is differentiated into distinct CSP phylogenetic lineages. While these may not represent distinct taxonomic lineages, our results suggest that strain Af293 may indeed be so. Because this strain's genome has been sequenced and is considered representative of A. fumigatus, the potential for taxonomic distinction between Af293 and the nosocomial strains studied here should be investigated further.

ACKNOWLEDGMENTS
Sun T. Tay is the recipient of the HLCB scholarship from the
University of Malaya, Malaysia.
All the medical centers are gratefully acknowledged for their generous contribution of A. fumigatus isolates used in this study. We thank Natalie Fedorova, The Institute for Genomic Research, Rockville, MD, for help with screening the A. fumigatus genome for polymorphic genes.
The findings and conclusions in this article are those of the authors and do not necessarily represent the views of the CDC.

FOOTNOTES
* Corresponding author. Mailing address: Mycotic Diseases Branch, Centers for Disease Control and Prevention, Mail stop G 11, 1600 Clifton Road, Atlanta, GA 30333. Phone: (404) 639-3337. Fax: (404) 639-3546. E-mail:
fir3{at}cdc.gov 
Published ahead of print on 8 June 2007. 

REFERENCES
1 - Aufauvre-Brown, A., J. Cohen, and D. W. Holden. 1992. Use of randomly amplified polymorphic DNA markers to distinguish isolates of Aspergillus fumigatus. J. Clin. Microbiol. 30:2991-2993.[Abstract/Free Full Text]
2 - Bain, J. M., A. Tavanti, A. D. Davidson, M. D. Jacobsen, D. Shaw, N. A. Gow, and F. C. Odds. 2007. Multilocus sequence typing of the pathogenic fungus Aspergillus fumigatus. J. Clin. Microbiol. 45:1469-1477.[Abstract/Free Full Text]
3 - Balajee, S. A., J. Gribskov, M. Brandt, J. Ito, A. Fothergill, and K. A. Marr. 2005. Mistaken identity: Neosartorya pseudofischeri and its anamorph masquerading as Aspergillus fumigatus. J. Clin. Microbiol. 43:5996-5999.[Abstract/Free Full Text]
4 - Balajee, S. A., J. L. Gribskov, E. Hanley, D. Nickle, and K. A. Marr. 2005. Aspergillus lentulus sp. nov., a new sibling species of A. fumigatus. Eukaryot. Cell 4:625-632.[Abstract/Free Full Text]
5 - Balajee, S. A., D. Nickle, J. Varga, and K. A. Marr. 2006. Molecular studies reveal frequent misidentification of Aspergillus fumigatus by morphotyping. Eukaryot. Cell 5:1705-1712.[Abstract/Free Full Text]
6 - Bart-Delabesse, E., C. Cordonnier, and S. Bretagne. 1999. Usefulness of genotyping with microsatellite markers to investigate hospital-acquired invasive aspergillosis. J. Hosp. Infect. 42:321-327.[CrossRef][Medline]
7 - Bart-Delabesse, E., J. F. Humbert, E. Delabesse, and S. Bretagne. 1998. Microsatellite markers for typing Aspergillus fumigatus isolates. J. Clin. Microbiol. 36:2413-2418.[Abstract/Free Full Text]
8 - Bart-Delabesse, E., J. Sarfati, J. P. Debeaupuis, W. van Leeuwen, A. van Belkum, S. Bretagne, and J. P. Latge. 2001. Comparison of restriction fragment length polymorphism, microsatellite length polymorphism, and random amplification of polymorphic DNA analyses for fingerprinting Aspergillus fumigatus isolates. J. Clin. Microbiol. 39:2683-2686.[Abstract/Free Full Text]
9 - Bougnoux, M. E., S. Morand, and C. d'Enfert. 2002. Usefulness of multilocus sequence typing for characterization of clinical isolates of Candida albicans. J. Clin. Microbiol. 40:1290-1297.[Abstract/Free Full Text]
10 - Bretagne, S., E. Bart-Delabesse, J. Wechsler, M. Kuentz, N. Dhedin, and C. Cordonnier. 1997. Fatal primary cutaneous aspergillosis in a bone marrow transplant recipient: nosocomial acquisition in a laminar-air flow room. J. Hosp. Infect. 36:235-239.[CrossRef][Medline]
11 - Chazalet, V., J. P. Debeaupuis, J. Sarfati, J. Lortholary, P. Ribaud, P. Shah, M. Cornet, H. Vu Thien, E. Gluckman, G. Brucker, and J. P. Latge. 1998. Molecular typing of environmental and patient isolates of Aspergillus fumigatus from various hospital settings. J. Clin. Microbiol. 36:1494-1500.[Abstract/Free Full Text]
12 - de Valk, H. A., J. F. Meis, I. M. Curfs, K. Muehlethaler, J. W. Mouton, and C. H. Klaassen. 2005. Use of a novel panel of nine short tandem repeats for exact and high-resolution fingerprinting of Aspergillus fumigatus isolates. J. Clin. Microbiol. 43:4112-4120.[Abstract/Free Full Text]
13 - Enright, M. C., N. P. Day, C. E. Davies, S. J. Peacock, and B. G. Spratt. 2000. Multilocus sequence typing for characterization of methicillin-resistant and methicillin-susceptible clones of Staphylococcus aureus. J. Clin. Microbiol. 38:1008-1015.[Abstract/Free Full Text]
14 - Fakhr, M. K., L. K. Nolan, and C. M. Logue. 2005. Multilocus sequence typing lacks the discriminatory ability of pulsed-field gel electrophoresis for typing Salmonella enterica serovar Typhimurium. J. Clin. Microbiol. 43:2215-2219.[Abstract/Free Full Text]
15 - Felger, I., V. M. Marshal, J. C. Reeder, J. A. Hunt, C. S. Mgone, and H. P. Beck. 1997. Sequence diversity and molecular evolution of the merozoite surface antigen 2 of Plasmodium falciparum. J. Mol. Evol. 45:154-160.[CrossRef][Medline]
16 - Felsenstein, J. 2005. PHYLIP (Phylogeny Inference Package) version 3.6. Department of Genome Sciences, University of Washington, Seattle.
17 - Ferreira, M. U., and D. L. Hartl. 2007. Plasmodium falciparum: worldwide sequence diversity and evolution of the malaria vaccine candidate merozoite surface protein-2 (MSP-2). Exp. Parasitol. 115:32-40.[CrossRef][Medline]
18 - Hall, L., S. Wohlfiel, and G. D. Roberts. 2004. Experience with the MicroSeq D2 large-subunit ribosomal DNA sequencing kit for identification of filamentous fungi encountered in the clinical laboratory. J. Clin. Microbiol. 42:622-626.[Abstract/Free Full Text]
19 - Hoffmann, E. H., R. S. Malafronte, S. L. Moraes-Avila, A. L. Osakabe, G. Wunderlich, A. M. Durham, P. E. Ribolla, H. A. del Portillo, and M. U. Ferreira. 2006. Origins of sequence diversity in the malaria vaccine candidate merozoite surface protein-2 (MSP-2) in Amazonian isolates of Plasmodium falciparum. Gene 376:224-230.[CrossRef][Medline]
20 - Hong, S. B., S. J. Go, H. D. Shin, J. C. Frisvad, and R. A. Samson. 2005. Polyphasic taxonomy of Aspergillus fumigatus and related species. Mycologia 97:1316-1329.[Abstract/Free Full Text]
21 - Hung, C. Y., N. M. Ampel, L. Christian, K. R. Seshan, and G. T. Cole. 2000. A major cell surface antigen of Coccidioides immitis which elicits both humoral and cellular immune responses. Infect. Immun. 68:584-593.[Abstract/Free Full Text]
22 - Hung, C. Y., J. J. Yu, K. R. Seshan, U. Reichard, and G. T. Cole. 2002. A parasitic phase-specific adhesin of Coccidioides immitis contributes to the virulence of this respiratory fungal pathogen. Infect. Immun. 70:3443-3456.[Abstract/Free Full Text]
23 - Jacobsen, M. D., N. A. Gow, M. C. Maiden, D. J. Shaw, and F. C. Odds. 2007. Strain typing and determination of population structure of Candida krusei by multilocus sequence typing. J. Clin. Microbiol. 45:317-323.[Abstract/Free Full Text]
24 - Johannesson, H., J. P. Townsend, C. Y. Hung, G. T. Cole, and J. W. Taylor. 2005. Concerted evolution in the repeats of an immunomodulating cell surface protein, SOWgp, of the human pathogenic fungi Coccidioides immitis and C. posadasii. Genetics 171:109-117.[Abstract/Free Full Text]
25 - Jukes, T., and C. Cantor. 1969. Evolution of protein molecules. Academic Press, New York, NY.
26 - Koreen, L., S. V. Ramaswamy, E. A. Graviss, S. Naidich, J. M. Musser, and B. N. Kreiswirth. 2004. spa typing method for discriminating among Staphylococcus aureus isolates: implications for use of a single marker to detect genetic micro- and macrovariation. J. Clin. Microbiol. 42:792-799.[Abstract/Free Full Text]
27 - Koreen, L., S. V. Ramaswamy, S. Naidich, I. V. Koreen, G. R. Graff, E. A. Graviss, and B. N. Kreiswirth. 2005. Comparative sequencing of the serine-aspartate repeat-encoding region of the clumping factor B gene (clfB) for resolution within clonal groups of Staphylococcus aureus. J. Clin. Microbiol. 43:3985-3994.[Abstract/Free Full Text]
28 - Kosakovsky Pond, S. L., and S. D. Frost. 2005. Not so different after all: a comparison of methods for detecting amino acid sites under selection. Mol. Biol. Evol. 22:1208-1222.[Abstract/Free Full Text]
29 - Kumar, S., K. Tamura, and M. Nei. 2004. MEGA3: integrated software for Molecular Evolutionary Genetics Analysis and sequence alignment. Brief. Bioinform. 5:150-163.[Abstract/Free Full Text]
30 - Lasker, B. A. 2002. Evaluation of performance of four genotypic methods for studying the genetic epidemiology of Aspergillus fumigatus isolates. J. Clin. Microbiol. 40:2886-2892.[Abstract/Free Full Text]
31 - Leenders, A., A. van Belkum, S. Janssen, S. de Marie, J. Kluytmans, J. Wielenga, B. Lowenberg, and H. Verbrugh. 1996. Molecular epidemiology of apparent outbreak of invasive aspergillosis in a hematology ward. J. Clin. Microbiol. 34:345-351.[Abstract]
31 - Levdansky, E., J. Romano, Y. Shadkchan, H. Sharon, K. J. Verstrepen, G. R. Fink, and N. Osherov. 2007. Coding tandem repeats generate diversity in Aspergillus fumigatus genes. Eukaryot. Cell 6:1380-1391.[Abstract/Free Full Text]
32 - Lin, D., P. F. Lehmann, B. H. Hamory, A. A. Padhye, E. Durry, R. W. Pinner, and B. A. Lasker. 1995. Comparison of three typing methods for clinical and environmental isolates of Aspergillus fumigatus. J. Clin. Microbiol. 33:1596-1601.[Abstract]
33 - Maiden, M. C., J. A. Bygraves, E. Feil, G. Morelli, J. E. Russell, R. Urwin, Q. Zhang, J. Zhou, K. Zurth, D. A. Caugant, I. M. Feavers, M. Achtman, and B. G. Spratt. 1998. Multilocus sequence typing: a portable approach to the identification of clones within populations of pathogenic microorganisms. Proc. Natl. Acad. Sci. USA 95:3140-3145.[Abstract/Free Full Text]
34 - Meinersmann, R. J., L. O. Helsel, P. I. Fields, and K. L. Hiett. 1997. Discrimination of Campylobacter jejuni isolates by fla gene sequencing. J. Clin. Microbiol. 35:2810-2814.[Abstract]
35 - Munoz, P., J. Guinea, T. Pelaez, C. Duran, J. L. Blanco, and E. Bouza. 2004. Nosocomial invasive aspergillosis in a heart transplant patient acquired during a break in the HEPA air filtration system. Transpl. Infect. Dis. 6:50-54.[CrossRef][Medline]
36 - Neuveglise, C., J. Sarfati, J. P. Latge, and S. Paris. 1996. Afut1, a retrotransposon-like element from Aspergillus fumigatus. Nucleic Acids Res. 24:1428-1434.[Abstract/Free Full Text]
37 - Nierman, W. C., A. Pain, M. J. Anderson, J. R. Wortman, H. S. Kim, J. Arroyo, M. Berriman, K. Abe, D. B. Archer, C. Bermejo, J. Bennett, P. Bowyer, D. Chen, M. Collins, R. Coulsen, R. Davies, P. S. Dyer, M. Farman, N. Fedorova, N. Fedorova, T. V. Feldblyum, R. Fischer, N. Fosker, A. Fraser, J. L. Garcia, M. J. Garcia, A. Goble, G. H. Goldman, K. Gomi, S. Griffith-Jones, R. Gwilliam, B. Haas, H. Haas, D. Harris, H. Horiuchi, J. Huang, S. Humphray, J. Jimenez, N. Keller, H. Khouri, K. Kitamoto, T. Kobayashi, S. Konzack, R. Kulkarni, T. Kumagai, A. Lafon, J. P. Latge, W. Li, A. Lord, C. Lu, W. H. Majoros, G. S. May, B. L. Miller, Y. Mohamoud, M. Molina, M. Monod, I. Mouyna, S. Mulligan, L. Murphy, S. O'Neil, I. Paulsen, M. A. Penalva, M. Pertea, C. Price, B. L. Pritchard, M. A. Quail, E. Rabbinowitsch, N. Rawlins, M. A. Rajandream, U. Reichard, H. Renauld, G. D. Robson, S. Rodriguez de Cordoba, J. M. Rodriguez-Pena, C. M. Ronning, S. Rutter, S. L. Salzberg, M. Sanchez, J. C. Sanchez-Ferrero, D. Saunders, K. Seeger, R. Squares, S. Squares, M. Takeuchi, F. Tekaia, G. Turner, C. R. Vazquez de Aldana, J. Weidman, O. White, J. Woodward, J. H. Yu, C. Fraser, J. E. Galagan, K. Asai, M. Machida, N. Hall, B. Barrell, and D. W. Denning. 2005. Genomic sequence of the pathogenic and allergenic filamentous fungus Aspergillus fumigatus. Nature 438:1151-1156.[CrossRef][Medline]
38 - Oh, S. H., G. Cheng, J. A. Nuessen, R. Jajko, K. M. Yeater, X. Zhao, C. Pujol, D. R. Soll, and L. L. Hoyer. 2005. Functional specificity of Candida albicans Als3p proteins and clade specificity of ALS3 alleles discriminated by the number of copies of the tandem repeat sequence in the central domain. Microbiology 151:673-681.[Abstract/Free Full Text]
39 - Oliveira, D. C., A. Tomasz, and H. de Lencastre. 2002. Secrets of success of a human pathogen: molecular evolution of pandemic clones of methicillin-resistant Staphylococcus aureus. Lancet Infect. Dis. 2:180-189.[CrossRef][Medline]
40 - Oliveira-Ferreira, J., L. R. Pratt-Riccio, M. Arruda, F. Santos, C. T. Ribeiro, A. C. Goldberg, and D. M. Banic. 2004. HLA class II and antibody responses to circumsporozoite protein repeats of P. vivax (VK210, VK247 and P. vivax-like) in individuals naturally exposed to malaria. Acta Trop. 92:63-69.[CrossRef][Medline]
41 - Oliveira-Ferreira, J., E. Vargas-Serrato, J. W. Barnwell, A. Moreno, and M. R. Galinski. 2004. Immunogenicity of Plasmodium vivax merozoite surface protein-9 recombinant proteins expressed in E. coli. Vaccine 22:2023-2030.[CrossRef][Medline]
42 - Panackal, A. A., A. Dahlman, K. T. Keil, C. L. Peterson, L. Mascola, S. Mirza, M. Phelan, B. A. Lasker, M. E. Brandt, J. Carpenter, M. Bell, D. W. Warnock, R. A. Hajjeh, and J. Morgan. 2003. Outbreak of invasive aspergillosis among renal transplant recipients. Transplantation 75:1050-1053.[CrossRef][Medline]
43 - Pegues, D. A., B. A. Lasker, M. M. McNeil, P. M. Hamm, J. L. Lundal, and B. M. Kubak. 2002. Cluster of cases of invasive aspergillosis in a transplant intensive care unit: evidence of person-to-person airborne transmission. Clin. Infect. Dis. 34:412-416.[CrossRef][Medline]
44 - Pounder, J. I., K. E. Simmon, C. A. Barton, S. L. Hohmann, M. E. Brandt, and C. A. Petti. 2007. Discovering potential pathogens among fungi identified as nonsporulating molds. J. Clin. Microbiol. 45:568-571.[Abstract/Free Full Text]
45 - Pringle, A., D. M. Baker, J. L. Platt, J. P. Wares, J. P. Latge, and J. W. Taylor. 2005. Cryptic speciation in the cosmopolitan and clonal human pathogenic fungus Aspergillus fumigatus. Evol. Int. J. Org. Evol. 59:1886-1899.
46 - Robinson, D. A., S. K. Hollingshead, J. M. Musser, A. J. Parkinson, D. E. Briles, and M. J. Crain. 1998. The IS1167 insertion sequence is a phylogenetically informative marker among isolates of serotype 6B Streptococcus pneumoniae. J. Mol. Evol. 47:222-229.[CrossRef][Medline]
47 - Rydholm, C., G. Szakacs, and F. Lutzoni. 2006. Low genetic variation and no detectable population structure in Aspergillus fumigatus compared to closely related Neosartorya species. Eukaryot. Cell 5:650-657.[Abstract/Free Full Text]
48 - Shopsin, B., M. Gomez, S. O. Montgomery, D. H. Smith, M. Waddington, D. E. Dodge, D. A. Bost, M. Riehman, S. Naidich, and B. N. Kreiswirth. 1999. Evaluation of protein A gene polymorphic region DNA sequencing for typing of Staphylococcus aureus strains. J. Clin. Microbiol. 37:3556-3563.[Abstract/Free Full Text]
49 - Shopsin, B., and B. N. Kreiswirth. 2001. Molecular epidemiology of methicillin-resistant Staphylococcus aureus. Emerg. Infect. Dis. 7:323-326.[Medline]
50 - Soll, D. R. 2000. The ins and outs of DNA fingerprinting the infectious fungi. Clin. Microbiol. Rev. 13:332-370.[Abstract/Free Full Text]
51 - Tablan, O. C., L. J. Anderson, R. Besser, C. Bridges, and R. Hajjeh. 2004. Guidelines for preventing health-care-associated pneumonia, 2003: recommendations of CDC and the Healthcare Infection Control Practices Advisory Committee. Morb. Mortal. Wkly. Rep. Recommend. Rep. 53:1-36.
52 - Tavanti, A., A. D. Davidson, M. J. Fordyce, N. A. Gow, M. C. Maiden, and F. C. Odds. 2005. Population structure and properties of Candida albicans, as determined by multilocus sequence typing. J. Clin. Microbiol. 43:5601-5613.[Abstract/Free Full Text]
53 - Tavanti, A., A. D. Davidson, N. A. Gow, M. C. Maiden, and F. C. Odds. 2005. Candida orthopsilosis and Candida metapsilosis spp. nov. to replace Candida parapsilosis groups II and III. J. Clin. Microbiol. 43:284-292.[Abstract/Free Full Text]
54 - Tavanti, A., A. D. Davidson, E. M. Johnson, M. C. Maiden, D. J. Shaw, N. A. Gow, and F. C. Odds. 2005. Multilocus sequence typing for differentiation of strains of Candida tropicalis. J. Clin. Microbiol. 43:5593-5600.[Abstract/Free Full Text]
55 - Zhang, J., S. Kumar, and M. Nei. 1997. Small-sample tests of episodic adaptive evolution: a case study of primate lysozymes. Mol. Biol. Evol. 14:1335-1338.[Medline]
56 - Zhang, J., H. F. Rosenberg, and M. Nei. 1998. Positive Darwinian selection after gene duplication in primate ribonuclease genes. Proc. Natl. Acad. Sci. USA 95:3708-3713.[Abstract/Free Full Text]
Eukaryotic Cell, August 2007, p. 1392-1399, Vol. 6, No. 8
1535-9778/07/$08.00+0 doi:10.1128/EC.00164-07
Copyright © 2007, American Society for Microbiology. All Rights Reserved.
This article has been cited by other articles:
-
Snelders, E., Huis in 't Veld, R. A. G., Rijs, A. J. M. M., Kema, G. H. J., Melchers, W. J. G., Verweij, P. E.
(2009). Possible Environmental Origin of Resistance of Aspergillus fumigatus to Medical Triazoles. Appl. Environ. Microbiol.
75: 4053-4057
[Abstract]
[Full Text]
-
Hurst, S. F., Kidd, S. E., Morrissey, C. O., Snelders, E., Melchers, W. J. G., Castelli, M. V., Mellado, E., Simmon, K., Petti, C. A., Richardson, S., Zhang, S., Romanelli, A. M., Wickes, B. L., de Valk, H. A., Klaassen, C. H. W., Balajee, S. A.
(2009). Interlaboratory Reproducibility of a Single-Locus Sequence-Based Method for Strain Typing of Aspergillus fumigatus. J. Clin. Microbiol.
47: 1562-1564
[Abstract]
[Full Text]
-
Etienne, K. A., Kano, R., Balajee, S. A.
(2009). Development and Validation of a Microsphere-Based Luminex Assay for Rapid Identification of Clinically Relevant Aspergilli. J. Clin. Microbiol.
47: 1096-1100
[Abstract]
[Full Text]
-
Gibbons, J. G., Rokas, A.
(2009). Comparative and Functional Characterization of Intragenic Tandem Repeats in 10 Aspergillus Genomes. Mol Biol Evol
26: 591-602
[Abstract]
[Full Text]
-
Levdansky, E., Romano, J., Shadkchan, Y., Sharon, H., Verstrepen, K. J., Fink, G. R., Osherov, N.
(2007). Coding Tandem Repeats Generate Diversity in Aspergillus fumigatus Genes. Eukaryot Cell
6: 1380-1391
[Abstract]
[Full Text]
-
Klaassen, C.H.W., Osherov, N.
(2007). Aspergillus strain typing in the genomics era. SIM
59: 47-51
[Abstract]
[Full Text]