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Journal of Clinical Microbiology, August 2002, p. 2729-2740, Vol. 40, No. 8
0095-1137/02/$04.00+0 DOI: 10.1128/JCM.40.8.2729-2740.2002
Copyright © 2002, American Society for Microbiology. All Rights Reserved.
Ca3 Fingerprinting of Candida albicans Bloodstream Isolates from the United States, Canada, South America, and Europe Reveals a European Clade
Claude Pujol,1 Michael Pfaller,2 and David R. Soll1*
Departments of Biological Sciences,1
Pathology, University of Iowa, Iowa City, Iowa 522422
Received 18 March 2002/
Returned for modification 6 May 2002/
Accepted 13 May 2002

ABSTRACT
It was previously demonstrated by a cluster analysis that 26
unrelated U.S. isolates of
Candida albicans separated into three
distinct groups (groups I, II, and III) while South African
isolates separated into four distinct groups (groups I, II,
III, and SA). To verify the absence or underrepresentation of
SA isolates in North America, and to identify which groups are
represented in Europe and South America, collections of bloodstream
isolates from each geographical locale were analyzed by cluster
analyses based on genetic fingerprinting with the Ca3 probe.
The results verify that North America is almost devoid of SA
isolates (2%). However, the results reveal a new clade, designated
group E, relatively specific to Europe. While 26% of a European
collection of 46 isolates was composed of group E isolates,
only 2% of the 164 North American isolates, 5% of 22 South American
isolates, and 1% of 361 South African isolates were composed
of group E isolates. The North American collection proved to
be the least-diverse collection in regard to group representation.
In a comparison of collections from the Northeast, Midwest,
and Southwest regions of the United States, Canada, and South
America, it was demonstrated that both the U.S. Southwest and
the South American collections were devoid of group II isolates.
Together these results identify for the first time a European-specific
clade and demonstrate clear distinctions in the representations
of the five demonstrated clades (groups I, II, III, SA, and
E) in different geographical locales.

INTRODUCTION
Using Southern blot hybridization with the DNA fingerprinting
probe Ca3, we previously demonstrated that a random collection
of 26 unrelated
Candida albicans isolates from the United States
separated into three discernible groups, with 35% of the isolates
in group I, 31% in group II, and 19% in group III (
9). The remaining
15% of U.S. isolates fell into no discernible group (outliers).
The validity of the three groups was tested by performing a
similar cluster analysis on the same collection of isolates
with two unrelated DNA fingerprinting methods, the random amplified
polymorphic DNA method and multilocus enzyme electrophoresis
(
9). These additional methods separated the isolates into approximately
the same three groups and identified as outliers the same isolates
as did the Ca3 fingerprinting method, in essence cross-verifying
the effectiveness of all three methods for cluster analyses.
Subsequently, Lott et al. (
7) used an additional method to verify
the three major groups, I, II, and III.
To test whether C. albicans from other geographical regions separated into the same three major groups, Blignaut et al. (3) used Southern blot hybridization with the Ca3 probe in a cluster analysis of 361 isolates collected from human immunodeficiency virus (HIV)-positive black South Africans and control groups of healthy white and black South Africans. In this study (3), mixed dendrograms of the South African isolates and the 26 U.S. isolates used in the original study by Pujol et al. (9) were generated to identify South African isolates in groups I, II, and III. The results of the study by Blignaut et al. (3) demonstrated that South African isolates did separate into groups I, II, and III. In addition, 53% of isolates from HIV-positive and healthy black South Africans and 33% of those from healthy white South Africans separated into a fourth clade not represented in the collection of 26 U.S. isolates. This fourth South African-specific clade was named group SA (3). Here we used Southern blot hybridization with the Ca3 probe to perform cluster analyses on 164 bloodstream isolates from the United States and Canada in order to corroborate the observation that group SA isolates are absent from North America. In addition, we performed cluster analyses on 46 isolates from Europe and 22 isolates from South America to test whether the SA clade is present in these geographical locales. Our results first confirm the finding by Blignaut et al. (3) that the SA clade is underrepresented in North America (2%) and, in addition, is underrepresented in South America (2%). The SA clade is, however, represented in Europe (10%). In addition, our results demonstrate for the first time the existence of a European clade (group E) that makes up approximately 26% of European isolates but only 2% of North American isolates, 5% of South American isolates, and 1% of South African isolates.

MATERIALS AND METHODS
Collection and maintenance of isolates.
All new isolates in this study were collected from the bloodstreams
of patients in 42 different geographical sites participating
in the SENTRY Surveillance Program (
8). Isolates were initially
plated on blood agar and Sabouraud dextrose agar at the original
site of collection and then sent to the University of Iowa Hospitals
and Clinics for banking and further analysis. Upon receipt,
each isolate was subcultured onto potato dextrose agar (Remel,
Lenexa, Kans.) and CHROMagar (Hardy Diagnostics, Santa Maria,
Calif.) to assess viability and species homogeneity.
C. albicans isolates were identified with Vitek and API kits (bioMerieux,
St. Louis, Mo.) and other conventional methods as required (
16).
Clonal isolates were stored as water suspensions at ambient
temperature.
Isolates were collected from 19 sites in the United States and 5 sites in Canada (Table 1). Together these isolates made up the North American collection and included 164 isolates. When highly related isolates from the same hospital (i.e., when the similarity coefficient between the patterns of a pair of isolates A and B [SAB], further defined below, was >0.90) were considered the same strain and counted only once, the North American collection was reduced to 122 isolates. Isolates collected from 11 sites in Europe totaled 46 and were reduced to 37 when highly related isolates from the same hospital were counted only once (Table 1). Isolates collected from four sites in South America totaled 22 and were reduced to 19 when highly related isolates from the same hospital were counted only once (Table 1). Finally, isolates collected from three sites in Turkey and Israel totaled 11.
DNA fingerprinting.
All isolates were fingerprinted by Southern blot hybridization
using the complex DNA fingerprinting probe Ca3 (
1,
6,
10,
12)
according to methods previously described in detail (
14,
15).
In brief, DNA was extracted from cells (
13) and digested with
EcoRI. DNA was then electrophoresed in a 0.8% agarose gel, transferred
to Hybond N
+ membrane (Amersham, Piscataway, N.J.) by blotting,
prehybridized with salmon sperm DNA, hybridized overnight with
a
32P-labeled Ca3 probe, and autoradiographed.
Computer-assisted cluster analysis.
Autoradiogram images were digitized into the DENDRON software database (15). By use of this software program, vertical, horizontal, and nonlinear distortions were removed with the unwarping options. Processed hybridization patterns were then automatically scanned to identify all bands and to link common bands (15). The patterns of all test isolates were then compared in a pairwise fashion, and the SABs were computed according to the formula SAB = 2E/(2E + a + b), where E is the number of bands common to strains A and B, a is the number of bands unique to strain A, and b is the number of bands unique to strain B. An SAB of 0.00 represents total unrelatedness between isolates A and B, an SAB of 1.00 represents the identical match of all bands between isolates A and B, and increasing values of SAB from 0.01 to 0.99 represent increasing levels of similarity. An SAB threshold of 0.7 was selected for determining groups in cluster analyses. This value, which has proved effective in separating groups in previous cluster analyses employing Ca3 fingerprinting methods (2, 7), is just above the average SAB of the tested collections. Band data from isolates analyzed in previous studies (3, 9) had been stored in the DENDRON database and were retrieved to generate mixed dendrograms with new data according to methods described earlier (15).
IS1 sequence analysis.
The IS1 sequences of test isolates were amplified by the PCR method (Labline, Melrose Park, Ill.) according to the methods of Lott et al. (7). The IS1 primers used in amplification were 5'-GGGAATCTGACTGTCTAATTAA-3' and 5'-CTTGGCTGTGGTTTCGCTAGAT-3'. Following initial incubation at 95°C, 35 cycles of 1-min steps were run at 95, 55, and 72°C. Final elongation was performed for 5 min at 72°C.

RESULTS
Method for identifying groups.
The set of 26 isolates characterized by Pujol et al. (
9) was
used as a reference collection to identify members of groups
I, II, and III in other collections by the following protocol.
Isolates in the new collection were DNA fingerprinted with the
complex DNA fingerprinting probe Ca3, and the pattern data for
each strain was stored in the DENDRON database (
15). The DNA
fingerprinting data of the reference collection, which is also
stored in the DENDRON database, were then combined with data
from the new collection, and S
ABs were computed for all pairs
of isolates in the combined collection. A mixed dendrogram was
then generated between reference and new isolates based on S
AB values. Because the isolates in the reference collection had
already been grouped, the isolates in the new collection could
readily be identified in groups I, II, and III through coclustering
characteristics. In this case, groups were readily identified
at an S
AB threshold of 0.70, a value close to the average for
unrelated isolates. By use of this method, the SA group was
identified in South African collections by Blignaut et al. (
3)
(Fig.
1B). Here we first expanded the reference collection to
include not only the 26 U.S. reference isolates (
9) (Fig.
1A)
but also SA isolates from healthy black individuals attending
the Medunsa Clinic in South Africa (
3) (Fig.
1B). A dendrogram
of this expanded reference collection, with the four groups
(I, II, III, and SA) delineated, is presented in Fig.
1C.
The European collection contains a European-specific clade (group E).
The European collection included 46 bloodstream isolates collected
from 11 sites spanning nine countries (Table
1). A mixed dendrogram
based on S
ABs computed between all pairwise combinations of
European and reference isolates identified isolates in groups
I, II, III, and SA (Fig.
2A). The proportions in the four groups
were 20, 9, 7, and 11%, respectively (Table
2). In addition,
a fifth major group that included 12 European isolates (26%)
emerged in the collection. No outliers in the reference collection
coclustered with isolates in this new cluster (Fig.
2A). We
refer to this new clade as group E. A dendrogram generated in
the absence of reference isolates revealed three or more European
isolates in groups I, II, III, SA, E, and three additional groups,
e1, e2, and e3, defined by the S
AB threshold of 0.70, (Fig.
2B). When isolates from the same hospitals with S
ABs >0.90
were considered a single isolate and a dendrogram was generated
from the reduced collection, isolates separated into groups
I, II, III, SA, E, and the three additional European subgroups
(Fig.
2C). It should be noted that Groups e1, e2, and e3 were
most closely related to group III (Fig.
2C). Group E isolates
made up 22% of the reduced European collection (Table
2), whereas
isolates from groups e1, e2, and e3 each made up 7% of the collection.
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TABLE 2. Proportions of C. albicans collections in the different groups defined in cluster analyses based on DNA fingerprinting with the Ca3 probe
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The North American collection contains few SA or E isolates.
To test whether group SA isolates could be identified in an
expanded U.S. collection and whether E isolates were represented,
we analyzed a collection of 139 U.S. and 25 Canadian bloodstream
isolates considered together to represent the North American
collection (Table
1). To identify isolates from groups I, II,
III, SA, and E in the U.S. collection, a mixed dendrogram was
first generated based on the S
ABs between the combined isolates
in the North American collection, the reference collection of
U.S. isolates, group SA isolates from the Medunsa Clinic in
South Africa (Fig.
1C), and the 12 group E isolates from the
European collection (Fig.
2B). Because of its length, this mixed
dendrogram has been separated into the top (Fig.
3A), middle
(Fig.
3B), and bottom (Fig.
3C) portions to accommodate it on
a single page of text. Seventy-seven isolates (47%) of the North
American collection separated into group I, 20 (13%) into group
II, and 39 (24%) into group III. Only four isolates (2%) separated
into group SA, and four isolates (2%) separated into group E.
Twenty-four isolates did not fall into the four major groups
(Fig.
3). When the North American collection was reduced by
counting isolates from the same hospitals with S
ABs >0.90
as one isolate, the proportions of the five groups were similar
(Fig.
4; Table
2). In the reduced North American collection
of 122 isolates, 20 (16%) did not separate into the four major
groups (Fig.
4; Table
2). Eight of these outliers separated
into two clusters of three or more isolates, three in subgroup
na1 and five in subgroup na2. To test whether these two minor
groups were related to the three minor European groups e1, e2,
and e3, or for that matter, whether any European isolates were
related to isolates in these North American subgroups, we generated
a mixed dendrogram between the reduced European and reduced
North American collections. Two North American outliers (P57049
and P76001) that did not reside in either na1 or na2 coclustered
with group e1 isolates, and one European outlier (P22089) that
did not reside in e1, e2, or e3 coclustered with na2 isolates
(data not shown). Using Fisher's exact test, significant differences
were demonstrated in the proportions of isolates in the different
groups. This was true for the general distribution of isolates
(P < 10
-3) or when groups were considered separately (group
I,
P = 1.3
x 10
-2; group E,
P = 2
x 10
-6). This was also true
for the reduced collections.
Differences between geographical regions in North America.
The collection of isolates in North America was large enough
to be separated into the following four regions: East Coast
(
n = 69), Midwest (
n = 32), Southwest (
n = 35), and Canada (
n = 25) (Tables
1 and
2). Three West Coast isolates (Table
1)
were not included in this analysis. The collections from the
East Coast, Midwest, and Canada subdivided at roughly the same
proportions into groups I, II, III, SA, and E (Table
2). Using
Fisher's exact test, the distribution of isolates into the different
groups was not found to be significantly different among the
three populations (
P > 0.05). This was also true when the
reduced collections were used. The Southwest collection, however,
differed (Southwest and East Coast,
P = 3
x 10
-3; Southwest
and Midwest,
P = 10
-3; Southwest and Canada,
P = 3
x 10
-3).
It contained no group II isolates and an extremely high proportion
of group III isolates (Table
2). These differences were found
to be significant when the Southwest collection was compared
to the three other North American collections individually or
when the latter were grouped together (
P values ranged from
3
x 10
-2 to 8
x 10
-5). The majority of the differences remained
significant when reduced collections were considered. In only
one case, Southwest versus East Coast, did the difference lose
significance, probably reflecting the fact that group II isolates
were less prevalent in the East Coast than in Canada and the
Midwest.
The South American collection.
The South American collection was primarily from Brazil, with limited isolates from Venezuela and Colombia. Of the reduced collection of 19 isolates, 53% were in group I, 0% in group II, 21% in group III, 0% in group SA, and 5% in group E, while 21% were outliers (Table 2). The most noteworthy characteristics of the collection were the absence of group II isolates, which was also observed in the U.S. Southwest, and the negligible levels of group SA and group E isolates, both characteristics of the general North American collection. When entire collections were compared, the South American one did not differ significantly from those of the Southwest, Midwest, or East Coast. It did differ significantly from that of Canada (P = 3.2 x 10-2). This difference was due to the lack of group II isolates in the South American collection. When the proportions of group II isolates were compared, significant differences were observed between South America and Canada or the Midwest (P < 0.05), but not between South America and the Southwest or East coast, again suggesting that group II isolates are more prevalent in Canada and the Midwest. The South American collection also differed significantly from the European collection (P = 3 x 103).
The Turkey and Israel collection.
Although the Turkey and Israel collection included only 11 isolates, it exhibited one noticeable characteristic, a high proportion of group SA isolates (45%). This proportion was within the range observed in South Africa for blacks (55%) and whites (33%) (3) but higher than that in the European collection (11%) (P = 1.5 x 10-2) and far higher than that in the North American collection (2%) (P = 3.8 x 10-5) and South American collection (0%) (P = 1.9 x 10-3) (Table 2).
The South African collection is almost devoid of group E isolates.
Blignaut et al. (3) demonstrated that isolates from HIV-positive black South Africans separated into group I (18%), group II (17%), group III (4%), and group SA (55%), while 7% were outliers. Similar proportions (21, 11, 8, 53, and 8%, respectively) were obtained for isolates from healthy black South Africans (3). Isolates from healthy white South Africans separated into the same four major groups, but the proportions differed from that of the black South African populations. A greater proportion of isolates from white South Africans clustered in group III (20 versus 6%), while a smaller proportion clustered in group SA (33 versus 53%). In the white South African collection, 13% were outliers. To test whether any of the South African outliers clustered in group E, mixed dendrograms were generated: first, of the collection of 21 isolates from black control individuals attending the Medunsa clinic and the 12 group E isolates from the European collection (Fig. 5A), and second, of the collection of 46 isolates from white control individuals from Pretoria and the 12 group E isolates from the European collection (Fig. 5B). None of the black Medunsa collection isolates coclustered with group E isolates (Fig. 5A), and only one of the white Pretoria collection (2%) coclustered with group E isolates (Fig. 5B). When a mixed dendrogram was generated with all 361 South African isolates of the Blignaut et al. (3) study and the 12 group E isolates from the European collection, only five of the South African isolates (1%) coclustered with the E isolates (data not shown). These results demonstrate that group E isolates are dramatically underrepresented not only in North America and South America but also in South Africa.
Group E fingerprint patterns.
It was previously demonstrated that the node separating the
group SA cluster from groups I, II, and III was the most deeply
rooted in dendrograms of South African isolates alone or mixed
with U.S. isolates (
3). In contrast, the node separating group
E isolates from other groups in the dendrogram for European
isolates was never as deep as those distinguishing groups SA
and III and was roughly in the range of the node separating
groups I and II (Fig.
2). When modeled DNA fingerprint patterns
(
15) of group E isolates were compared with those of group I,
II, III, and SA isolates, distinguishing features were identified.
Like group I, II, III, and SA patterns, group E patterns included
conserved bands at 2.7, 3.3, 3.8, 4.5, 5.4, and 19.0 kb (Fig.
6). However, group E patterns exhibited a decrease in the number
of bands in the range of 5.4 to 19.0 kb, an increase in the
number of bands in the range of 3.8 to 4.5 kb range, and the
presence in all tested strains of bands at 2.0 and 2.4 kb (Fig.
6).
Group E isolates contain the IS1 intron.
The presence of the IS
1 intron in the 25S rRNA gene has been
demonstrated to be a characteristic of both group III (
7) and
group SA (
3) isolates. Its absence in groups I and II has been
demonstrated (
7). To test whether group E isolates contain the
IS
1 intron, we tested 21 group E isolates from around the world
using PCR with customized primers (
7). The size of the amplification
product containing the 379-bp IS
1 group I intron was 626 bp,
and without the intron it was 247 bp. In Fig.
7A, a representative
gel of the PCR products for group I, II, III, SA, and E isolates
is presented, and in Fig.
7B a dendrogram and synopsized data
for the 21 tested group E isolates are presented. Nine of the
21 group E isolates contained the IS
1 intron (Fig.
7B). In Fig.
7A, examples of group E isolates with and without the IS
1 intron
are presented. In the dendrogram of the group E isolates in
Fig.
7B, two subgroups emerged, subgroup a, which contained
the majority of tested European isolates, and subgroup b, which
was more heterogeneous and contained roughly equal mixes of
South African, U.S., and European isolates (Fig.
7B). The IS
1 intron was restricted to subgroup b isolates (Fig.
7B).

DISCUSSION
Because the mode of reproduction of
C. albicans is essentially
clonal (
2,
11), isolates can be separated into genetic groups.
Attempts to accomplish this began prior to the availability
of DNA fingerprinting technologies. More than 40 years ago,
Hasenclever and Mitchell (
4,
5) separated
C. albicans into serotypes
A and B, based on differences in polysaccharide moieties on
the cell surface. However, even with the development of effective
genetic fingerprinting methods in the late 1980s, genetically
related groups of
C. albicans were not immediately established,
primarily because there evolved a variety of genetic fingerprinting
methods that were never subjected to cross-verification through
a comparison of their effectiveness in clustering the same collection
of isolates (
15). It was not until 1997 that Pujol et al. (
9)
performed a cluster analysis of 26 unrelated oral isolates from
the United States, using four unrelated genetic fingerprinting
methods. Three of the methods cross-verified each other and
established the three clusters I, II, and III in the test collection
(
9). This test collection (
9) was subsequently used by Blignaut
et al. (
3) in mixed dendrograms with oral isolates from South
Africa to distinguish group I, II, and III isolates in the latter
collection. This study revealed a clade specific to South Africa,
group SA, that represented half of all isolates colonizing black
South Africans and a third of all isolates colonizing white
South Africans. No group SA isolates were identified in the
26 U.S. reference isolates, suggesting that the SA clade was
specific to South Africa. Since the U.S. reference collection
included only 26 isolates, we tested an additional 164 North
American bloodstream isolates and extended the study to 46 European
and 22 South American isolates. The geographical differences
revealed in this study are remarkable.
North America is relatively devoid of group SA isolates.
The analysis of an expanded North American collection that included 139 U.S. bloodstream isolates and 25 Canadian bloodstream isolates supported the previous observation by Blignaut et al. (3) that group SA isolates are rare (2%) in North America. The combined data demonstrate that this conclusion is true for bloodstream isolates as well as oral and vaginal isolates. In addition, a comparison of geographical regions of North America revealed that the collection from the U.S. Southwest was devoid of group II isolates, and that the northernmost collection, from Canada, contained the largest proportion of group II isolates (24%). The East Coast and Midwest collections contained intermediate proportions of group II isolates, 13 and 19%, respectively.
Identification of a new European clade.
By applying the same method, a new clade was identified in Europe, group E. The group E clade made up 22% of unrelated European isolates collected from nine different countries. In marked contrast, the collections from North America, South America, and South Africa were relatively devoid of group E isolates, making up 1 to 5% of the organisms in the three geographical regions. In the dendrogram of European isolates, the hierarchy of nodes separating groups, beginning with the most deeply rooted, was as follows: (i) group SA, (ii) group III, (iii) group II, and (iv) groups I and E (Fig. 8A). The node hierarchy in the analysis by Blignaut et al. (3) of the South African collections recorded the same hierarchy for groups I, II, III, and SA. In that study, a tree was developed based on nodes and the presence or absence of the IS1 intron that represented an extension of one proposed by Lott et al. (7). In this tree, first group SA and a progenitor of groups I, II, and III diverged, and then group III and a progenitor of groups I and II emerged. The loss of IS1 in groups I and II were represented by narrower branches in the tree. We have demonstrated here that roughly half of group E isolates also contain the IS1 intron, leading to an expanded model of the one proposed by Blignaut et al. (3), in which first, group SA and a progenitor of groups I, II, III, and E diverge, secondly, group III and a progenitor to groups I, II, and E diverge, and finally group E and a progenitor to groups I and II diverge (Fig. 8B). The loss of IS1 is again represented by a thinner line in the tree (Fig. 8B).
The South American collection is similar to the U.S. Southwest collection.
A limited South American collection of 22 isolates was devoid
of group II isolates, was nearly devoid of group SA isolates,
and contained 5% group E isolates, proportions similar to that
of the U.S. Southwest collection. However, while group III was
overrepresented in the Southwest collection (51 versus 23% in
the South American collection), group I was overrepresented
in the South American collection (54 versus 37% in the U.S.
Southwest collection). It may be no coincidence that group representation
of the U.S. Southwest is similar to that of South America, given
geographical proximity. It will be interesting to examine group
representation in Central America to see if group II is also
missing from that geographical region.
The geographical separation of clades and the possibility of geographically specific reservoirs.
The geographical specificity of clades first revealed in the study by Blignaut et al. (3) and now in the present study is surprising. While group SA accounts for half of the isolates colonizing black South Africans and a third of the isolates colonizing white South Africans, it accounts for only 2% of North American isolates, 0% of South American isolates, and only 13% of European isolates. And while group E accounts for 22% of bloodstream isolates in Europe, it accounts for only 3% of North American isolates, 5% of the South American isolates, and 1% of South African isolates. It is clear that in North America, groups I, II, and III account for the majority of isolates, and even the proportion of outliers is low, demonstrating a low level of diversity. Just as surprising is the absence of group II isolates in the U.S. Southwest collection and in the South American collection. Given the high proportion of individuals of European descent in North America and in the white population of South Africa, one cannot readily attribute the differences to race. In addition, given the fact that C. albicans is a common commensal and given the mobility of host populations through air travel, one is hard pressed to explain why the most successful strains don't take over all geographical locales. One might argue that there is no most successful strain and that the differences are a consequence of random genetic drift resulting from partially isolated populations. However, it is more likely that the answer lies in the differences in geographies. If C. albicans colonization is continuously refurbished from a nonhuman reservoir, either animal or environmental, that selects for strains, and hence clades, one can explain the extraordinary differences in the proportions of clade representation in the different geographical locales. The challenge that now faces us is to consider all explanations for the clear geographical differences revealed in these studies and then test these explanations. If differences in reservoirs emerge as a viable explanation, what or where are these reservoirs and what distinguishes them among North America, Europe, South America, and South Africa? Are there sharp geographical boundaries in group representation, or smooth transitions? How many more distinct clades of C. albicans exist in as yet untested geographical locales across the world? And finally, what phenotypic differences distinguish these clades? We strongly recommend that in pursuit of the answers to these questions, the Ca3-based fingerprinting methods used in the study by Blignaut et al. (3) and in the present study continue to be employed so that the data from each successive study can be pooled.

ACKNOWLEDGMENTS
We thank S. Jolie for participation in the initial stages of
the analysis.
This research was supported by a grant from Pfizer Corporation to M.P. and D.R.S. and NIH grant AI2392 to D.R.S.

FOOTNOTES
* Corresponding author. Mailing address: Department of Biological Sciences, University of Iowa, Iowa City, IA 52242. Phone: (319) 335-1117. Fax: (319) 335-2772. E-mail:
david-soll{at}uiowa.edu.


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Journal of Clinical Microbiology, August 2002, p. 2729-2740, Vol. 40, No. 8
0095-1137/02/$04.00+0 DOI: 10.1128/JCM.40.8.2729-2740.2002
Copyright © 2002, American Society for Microbiology. All Rights Reserved.
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