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Journal of Clinical Microbiology, December 2006, p. 4414-4424, Vol. 44, No. 12
0095-1137/06/$08.00+0 doi:10.1128/JCM.01712-06
Copyright © 2006, American Society for Microbiology. All Rights Reserved.
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Department of Medical Laboratory Science and Biotechnology, School of Medicine, National Cheng Kung University, Tainan, Taiwan, Republic of China,1 School of Medical Technology, National Taiwan University College of Medicine, Taipei, Taiwan, Republic of China,2 Department of Clinical Chemistry, Microbiology and Immunology, Ghent University Hospital, Ghent, Belgium,3 Division of Clinical Microbiology, Department of Pathology, National Cheng Kung University Hospital, Tainan, Taiwan, Republic of China4
Received 18 August 2006/ Returned for modification 25 September 2006/ Accepted 13 October 2006
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In clinical laboratories, phenotypic test kits, such as the Rapid ID 32 STREP system (bioMérieux Vitek, Taipei, Taiwan), the API 20 STREP system (bioMérieux Vitek), or the Vitek GPI card (bioMérieux Vitek), are commonly used for identification of enterococci, streptococci, and related bacteria (16, 23, 28). The inherent problem of the culture-based identification of these microorganisms is the large number of species relative to the limited number of biochemical traits, the poor reproducibility of some tests (4, 41), the variability of some traits within species (6, 24, 41), and the lack of sufficient phenotypic data on more recently described species. The last problem applies to species such as Streptococcus australis, Streptococcus cristatus, Streptococcus infantarius subspecies infantarius, Streptococcus infantis, Streptococcus gallolyticus, and Streptococcus lutetiensis (38, 44).
A variety of molecular methods have been developed for identification of strains of enterococci, viridans group streptococci, and streptococci to the species level. The targets used for molecular diagnosis include genes encoding rRNA (6, 10, 26, 27), the beta subunit of RNA polymerase (rpoB) (14), the D-alanine:D-alanine ligase (18), the RNA subunit of RNase P (rnpB) (25), the elongation factor (tuf) (36), the manganese-dependent superoxide dismutase (sodA) (37, 38), the heat shock proteins (groESL) (51), and the tRNA gene intergenic spacer (2, 3, 12). Recently, nonhemolytic streptococci were successfully identified by phylogenetic sequence analysis of four housekeeping genes (ddl, gdh, rpoB, and sodA) (24). Correct identification of catalase-negative gram-positive cocci is to some extent achievable by sequencing of the 16S rRNA gene (6, 27). However, there are two problems with this approach. First, the method does not allow differentiation of Streptococcus mitis, Streptococcus oralis, and Streptococcus pneumoniae because of significant sequence conservation of the 16S rRNA genes in this group of bacteria (6, 24). Second, many sequences in the public databases are mislabeled, either because of incorrect identification on the source strain or because of nonrecorded revised classification of the strain subsequent to deposition of the sequence (24).
The 16S-23S rRNA gene intergenic spacer (ITS) has been suggested as a good candidate for bacterial identification and strain typing (8, 19, 21, 40). The ITS region is found to have a high degree of sequence and length variation at both the genus and species levels (21, 30, 55). Recently, DNA array technology was found to be a useful tool to identify (or detect) a wide variety of microorganisms (7, 17, 29, 34, 43, 53, 54). In our previous study, the feasibility of using an oligonucleotide array to identify 11 species of viridans group streptococci was established (9). This study aimed to expand the results of the array technique to cover a more comprehensive spectrum including 53 species and 6 subspecies of Abiotrophia, Enterococcus, Granulicatella, and Streptococcus.
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TABLE 1. Reference
strains and clinical isolates used in this study
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Database of oligonucleotide probes. A total of 88 oligonucleotide probes (16- to 30-mers) (Table 2) were used to construct an oligonucleotide database to identify the bacteria listed in Table 1. Most probes were designed from the ITS regions, except for five that were based on the sequences of the 3' ends of 16S rRNA genes. Reference sequences extracted from GenBank (Table 1) were confirmed by at least one sequence of another reference strain of the same species in the database. If an ITS sequence was determined in this study and used for probe design, the sequence was also confirmed by using the ITS sequence of a second reference strain of the same species, except for a few species that had only one strain in our collection (Table 1).
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TABLE 2. Oligonucleotide probes used in this study
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One probe or multiple probes were designed to identify a single species, depending on the availability of divergent sequences in the ITS regions (Table 2). The 88 probes could be divided into 3 categories: species specific, group specific (i.e., a probe shared by several species), and supplemental probe (i.e., a probe used to differentiate between genetically related streptococci). Supplemental probes were either designed from the ITS regions or from the 3' ends of the 16S rRNA genes. A probe based on a conserved sequence (5'-GTCGTAACAAGGTAGCCGTA-3') at the 3' end of the 16S rRNA gene (GenBank accession no. AB023575) was used as a positive control probe. In addition, the digoxigenin-labeled reverse primer 6R (5'-dig-GGGTTYCCCCRTTCRGAAAT-3' ; Y = C or T, and R = A or G), used to amplify the ITS region, was spotted on the array and used as a position marker after hybridization (Fig. 1 and 2).
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FIG. 1. Layout
of oligonucleotide probes on the array (0.9 by 1.1 cm). The probe
"PC" (A9) (a positive control) was designed from a
conserved region at the 3' end of the 16S rRNA gene. Probes
coded "NC" were negative controls (tracking dye only).
Probes coded "M" were digoxigenin-labeled primer 6R and
were used as position markers. Probes in the upper left, upper right,
and lower left corners were used to identify species of nutritionally
variant streptococci, enterococci, and streptococci, respectively.
Probes in the lower right corner were supplemental probes. The
corresponding sequences of all probes are listed in Table
2.
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FIG. 2. Hybridization
results for species of enterococci (18 species), streptococci (31
species and 6 subspecies), and nutritionally variant streptococci (4
species). All strains, except two, were type strains and were
alphabetically arranged according to their species names. The
corresponding probes hybridized on the arrays are indicated in Fig.
1, and the corresponding
sequences of the hybridized probes are shown in Table
2. The hybridized probe on
the uppermost right corner on each array was the positive control.
Hybridization signals produced by supplemental probes (located at the
lower right corner) were used to differentiate genetically related
species of streptococci and had no use in identification of enterococci
and nutritionally variant
streptococci.
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Amplification of the ITS regions for hybridization. The bacterium-specific universal primers 13 BF (5'-GTGAATACGTTCCCGGGCCT-3') and 6R (5'dig-GGGTTYCCCCRTTCRGAAAT3') (Y = C or T, and R = A or G) (39) were used to amplify a DNA fragment that encompassed a small portion of the 16S rRNA gene, the ITS, and a small portion of the 23S rRNA gene. The reverse primer 6R was labeled with a digoxigenin molecule at its 5' end. PCR was carried out as described previously (9), except that digoxigenin-11-dUTP was not included in the PCR mixture.
Hybridization procedures. Unless otherwise indicated, the hybridization procedures were carried out at room temperature in an oven with a shaking speed of 60 rpm. All reagents except buffers were included in the DIG nucleic acid detection kit (Roche). Each array was prehybridized for 2 h with 1 ml of hybridization solution (5x SSC [1x SSC is 0.15 M NaCl plus 0.015 M sodium citrate], 1% [wt/vol] blocking reagent, 0.1% N-laurylsarcosine, 0.02% sodium dodecyl sulfate [SDS]) in an individual well of a 12-well cell culture plate. The digoxigenin-labeled PCR product amplified from an isolate was heated on a 100°C heating block for 5 min and immediately cooled in an ice bath. Ten microliters of the denatured PCR product of the test organism was diluted with 0.5 ml of hybridization solution and added to each well. Hybridization was carried out at 45°C for 90 min. The array was then given three washes (5 min each) in 1 ml of washing buffer (2x SSC, 0.1% SDS) and one wash (1 min) in 1 ml of a second washing buffer (0.5x SSC, 0.1% SDS). The array was then blocked with 1% blocking solution supplied in the DIG nucleic acid detection kit (Roche), incubated with alkaline phosphatase-conjugated sheep antidigoxigenin antibodies and then with the substrates of alkaline phosphatase as described previously (9). The hybridized chip was air-dried, and the image of the hybridization pattern was processed by a high-resolution scanner (Powerlook 3000; Umax, Taipei, Taiwan). The hybridized spot (diameter, 400 µm), displaying a blue color on a white nylon membrane, could be easily recognized by the naked eye.
Identification of strains by array hybridization. A strain was identified as one of the species (or subspecies) listed in Table 1 when the probe (or all probes) specified for that species was hybridized (Table 2). Unless otherwise specified, hybridization signals produced by supplemental probes located in the lower right corner of the array were ignored. Some species were identified by their unique hybridization patterns, produced by group-specific or group-specific and supplemental probes, as indicated in Table 2. Supplemental probes were used to differentiate several genetically related streptococci; they had no use for identification of enterococci and nutritionally variant streptococci.
Discrepant analysis.
When a strain
produced discrepant identification by the array, the
near-complete-length 16S rRNA gene of the strain was amplified by PCR
and sequenced for species clarification. To amplify the
near-complete-length 16S rRNA gene by PCR, the primer pair of 8FPL
(5'-GTTTGATCCTGGCTCAG-3') and
1492RPL
(5'-GGTTACCTTGTTACGACTT-3') was
used (39). PCR products
were purified by a PCR-M Clean Up kit (Viogene, Taipei, Taiwan) and
sequenced in both directions by using the above two primers and
an additional primer, 1055r
(5'-CACGAGCTGACGACAGCCAT-3') with
the BigDye Terminator cycle sequencing kit (Applied
Biosystems, Taipei, Taiwan) and the ABI 377 sequencing system (Applied
Biosystems). The determined sequences were compared to known sequences
of 16S rRNA genes in the databases of the National Center for
Biotechnology Information using the BLASTN algorithm. The following
criteria were used for identification of a strain to the genus or
species level by 16S rRNA gene sequencing: (i) when the comparison of
the determined sequence with a best-scoring reference sequence of a
classified species yielded an identity of
99%, the unknown
isolate was assigned to that species; and (ii) when the identity was
<99% and
95%, the unknown isolate was assigned to the
corresponding genus
(6).
Nucleotide sequence accession numbers. Sequences of accession numbers with a prefix of "DQ" in Table 2 were determined in this study and have been submitted to GenBank.
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An individual species was identified by one to four probes, depending on the availability of divergent sequences in the ITS region. For example, Enterococcus avium was identified by a single probe (Eav), while a strain was identified as Enterococcus dispar if all three probes (Edi1, Edi2, and Edi3) were simultaneously hybridized (Table 2). Some species were identified by a combination of group-specific probes. For example, Streptococcus bovis was identified by its hybridization to two group-specific probes, Salbe and Sbec (Table 2; Fig. 2). Although Streptococcus alactolyticus also hybridized to the probe Salbe and S. lutetiensis hybridized to the probe Sbec, neither species could simultaneously hybridize with both probes. Furthermore, some species were identified by their unique patterns of hybridization to group-specific and supplemental probes. For example, both S. gallolyticus subsp. gallolyticus and S. gallolyticus subsp. macedonicus hybridized with the group-specific probe Sgalgm and were differentiated by hybridization to two supplemental probes, S16SC and S16ST. S. gallolyticus subsp. gallolyticus produced positive hybridization with the probe S16ST, whereas S. gallolyticus subsp. macedonicus was positive with the probe S16SC (Table 2; Fig. 2). Another example was S. mitis and S. oralis; both species hybridized to the group-specific probe Smg and the supplemental probe Smgmo1. The two species were distinguished by hybridization of S. mitis to an additional supplemental probe, Smgmp1, and S. oralis to another supplemental probe, Smgor1 (Table 2; Fig. 2). Species that required group-specific and supplemental probes for identification are indicated in Table 2.
Identification of reference strains by the oligonucleotide array. Of 162 target reference strains tested, 154 hybridized to their respective oligonucleotide probes and were correctly identified. The hybridization patterns of 53 species and 6 subspecies, a majority of them being type strains, on the arrays are alphabetically shown in Fig. 2. Reference strains of the different taxa in the S. bovis complex, i.e., S. bovis, S. gallolyticus subsp. gallolyticus, S. gallolyticus subsp. macedonicus, and S. gallolyticus subsp. pasteurianus, were successfully differentiated by the array. Species that have high sequence similarities in their 16S rRNA genes were also accurately identified by the present method. These species were S. mitis and S. pneumoniae, Streptococcus gordonii and S. mitis, Enterococcus durans and Enterococcus faecium, and Enterococcus gallinarum and Enterococcus casseliflavus (27, 35).
Eight reference strains (4.9%), including one enterococcal and seven streptococcal species, produced discrepant identification by the array. Determination of the 16S rRNA gene sequences of these strains showed that six of the eight strains had been given wrong species names (Table 3). Enterococcus pseudoavium CCUG 44888 was identified as E. avium by array hybridization. A BLAST search revealed that the 16S rRNA gene sequence of the strain CCUG 44888 had identities of 99.1 and 98.8% with GenBank reference sequences of E. avium and E. pseudoavium, respectively (Table 3). Therefore, E. pseudoavium CCUG 44888 should be a strain of E. avium, as identified by the array and confirmed by 16S rRNA gene sequencing. Similarly, Streptococcus mutans BCRC 15255, S. mutans BCRC 15256, Streptococcus sobrinus CCUG 35254, Streptococcus uberis ATCC 13386, and Streptococcus vestibularis CCUG 32749 were found to be misidentifications of Streptococcus ratti, S. ratti, Streptococcus mutans, Streptococcus parauberis, and Streptococcus salivarius, respectively, as revealed by array hybridization and further confirmed by their 16S rRNA gene sequences (Table 3). S. cristatus CCUG 35233 and S. mitis ATCC 15914 were identified only to the genus level (Streptococcus) by sequencing of the 16S rRNA genes (Table 3), since the identities between the query sequences and the best-scoring reference sequences in the public databases were only 98%. However, a BLAST search of the ITS sequences of S. cristatus CCUG 35233 and S. mitis ATCC 15914 against GenBank revealed that the both best-scoring sequences were from S. oralis, with sequence identities of 99.6% and 99.1%, respectively. To further clarify the identities of strains CCUG 35233 and ATCC 15914, the manganese-dependent superoxide dismutase genes (sodA) of both strains were amplified (38) and sequenced. A BLAST search of the sodA sequences of strains CCUG 35233 and ATCC 15914 revealed that the best-scoring reference sequences were S. oralis (GenBank accession no. Z99195; sequence identity, 96%) and S. oralis (GenBank accession AB200066; sequence identity, 96%), respectively. Since the hybridization results for strains CCUG 35233 and ATCC 15914 were supported by sequence analysis of the ITS region and sodA gene, the two strains were considered to be correctly identified as S. oralis by the array. Since all eight discordant reference strains were proved to be correctly identified by array hybridization, the test sensitivity of the array for reference strains was 100% (162/162).
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TABLE 3. Strains
that produced discrepant identification by array hybridization and
results of discrepant analysis
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Hybridization of nontarget strains to the oligonucleotide array. Of 73 nontarget strains (51 species) tested by the array (see Table S1 in the supplemental material), one strain (Vibrio alginolyticus BCRC 12829) hybridized to the probe Saga and was misidentified as Streptococcus agalactiae (Fig. 2). The remaining 72 strains did not produce any hybridization signals with probes on the array, except for the positive control probe. Therefore, the test specificity of the array was 98.6% (72/73).
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In this study, an individual species was identified by either one or multiple probes, depending on the availability of divergent sequences in the ITS region. The advantage of using multiple probes is the increase in specificity, since the chance for a cross-reacting strain to hybridize to all probes designed for a species is very low. However, the use of multiple probes to identify a species may potentially decrease sensitivity, due to the possibility of mutations that occur at the regions used for probe design. The successful design of different probes, including group-specific and supplemental probes, was based on the known sequences in regions of the ITS and the 3' ends of 16S rRNA genes. Multiple sequence alignment (interspecies and intraspecies) plays an essential role in finding out the regions that could be used for probe design.
Routine procedures based on phenotypic tests do not allow unequivocal identification of some streptococci. Hoshino et al. (24) examined a collection of 115 strains of nonhemolytic streptococci isolated from bacteremic patients and 33 reference strains by using 2 commercial kits (rapid ID 32 STREP and STREPTOGRAM [Wako Pure Chemicals, Osaka, Japan]). The correct identification rates for strains by both commercial kits were below 50% but varied significantly between species. The most significant problems were observed with S. mitis and S. oralis and 11 Streptococcus species described since 1991. They concluded that phenotypic characterization is of limited value for identification of many species of nonhemolytic streptococci and is not a valid approach at the present time. Recently, Bosshard et al. (6) tested 171 strains of aerobic catalase-negative gram-positive cocci with the API 20 STREP system and found that less than 60% of isolates could be identified to the species or genus level. To solve the problems of phenotypic identification, the feasibility of using an oligonucleotide array for species identification was investigated here and favorable results were obtained. The array technology has been used to identify a spectrum of microorganisms, including Mycobacterium (17, 34, 43), bacteria in positive blood cultures (7), bacteria from cervical swab specimens (32), Campylobacter (53), Listeria (54), and food-borne bacterial pathogens (29).
Clinical
isolates used in this study were identified by the Rapid ID 32 STREP
system. To avoid as much as possible discrepant identification results,
thus avoiding sequence analysis of the 16S rRNA gene as much as
possible, only those strains having excellent species identification
(i.e., percent identification of
99.9%) according to the
criteria of the ID 32 STREP system were used for array testing. Strains
with good identification (percent identification of
90%) or
acceptable identification (percent identification of
80%)
were not included in this study, since Bosshard et al.
(6) observed that such
identifications were unreliable. In addition, clinical isolates of
viridans group streptococcus were verified by ITS sequence analysis
before hybridization (8).
The primary screening and verification of clinical isolates may
partially explain why only 2 out of 150 isolates yielded discrepant
identifications by array hybridization. This screening largely limited
the numbers of strains and species that could be tested in this study.
Moreover, the database of the Rapid ID 32 STREP system does not include
many recently described species listed in Table
1, such as S.
australis, S. cristatus, S. infantarius
subspecies infantarius, S. infantis, S.
gallolyticus, and others. Therefore, clinical isolates of these
recently described species were not available for array testing. The
accuracy of the array for identification of species listed
in Table 1 could be
regarded as being mainly based on testing of reference
strains.
Pairwise comparison of two given streptococcal species revealed a lower level of sequence similarity between their ITS sequences than between their 16S rRNA gene sequences (8, 27). These results indicate that the ITS region might constitute a more discriminative target sequence than the 16S rRNA gene for differentiating closely related species. By 16S rRNA gene sequencing, Bosshard et al. (6) found that as much as 19% of isolates of aerobic catalase-negative gram-positive cocci could be identified only to the genus level. The ITS region has been suggested as a suitable target for bacterial identification by some investigators (20, 40, 47). A major disadvantage of this approach is the limited number of ITS sequences in public databases. However, the numbers of ITS sequences in public databases have increased in recent years. In 2006, software was developed to analyze bacterial ITS sequences (11).
Although most probes used in this study were designed from the ITS regions, advantage was taken to utilize divergent regions at the 3' ends of the 16S rRNA genes that were coamplified with the ITS regions by PCR. The following sets of type strains display high ITS sequence identities: E. casseliflavus and Enterococcus flavescens (99.6%); the three subspecies (subsp. gallolyticus, subsp. macedonicus, and subsp. pasteurianus) of S. gallolyticus (94 to 99.6%); S. infantis and S. pneumoniae (96%); S. infantis and S. mitis (96%); S. mitis and S. pneumoniae (99%); and S. salivarius, Streptococcus thermophilus, and S. vestibularis (98 to 99%) (our unpublished data). For this reason, a combination of group-specific and supplemental probes was used to differentiate these closely related species. An extreme example was the differentiation of the three members in the salivarius group (S. salivarius, S. thermophilus, and S. vestibularis). All three species hybridized to two group-specific probes, Sinfsa1 and Ssal, and unequivocal identification of the three species was based on their differential hybridizations to three supplemental probes, S16SC, S16ST, and Stv (Table 2; Fig. 2), creating a unique hybridization pattern for each of the three species.
S. pneumoniae, S. oralis, and S. mitis are related species and difficult to be differentiated by sequencing of the 16S rRNA gene (6, 27). Phylogenetic trees constructed by using the genes encoding 16S rRNA (5, 27), sodA (37, 38), groESL (51), and the ITS region (8) grouped S. mitis and S. pneumoniae together. The interspecies similarities of the ITS sequences between S. mitis and S. pneumoniae could be higher than intraspecies similarities of both species (8). In our previous study, strains of S. pneumoniae cross-hybridized to probes used to identify S. mitis (9). However, differentiation of S. mitis and S. pneumoniae was achieved here by their differential hybridization to two supplemental probes, Smgmo1 and Smgp1 (Table 2; Fig. 2). S. mitis produced positive hybridization with the probe Smgmo1, while S. pneumoniae was positive with another probe, Smgp1.
E. casseliflavus and E. flavescens shared a group-specific probe, Ecas, and could not be differentiated from each other by array hybridization (Table 2; Fig. 2). Strains of E. casseliflavus and E. flavescens are motile, intrinsically vancomycin resistant (possessing the vanC genotype), and able to produce pigments (49). E. casseliflavus and E. flavescens also could not be distinguished from each other by using the tRNA intergenic spacer PCR technique (2). The two species are most probably synonymous, as is also apparent from several other studies (13, 48).
The S. bovis complex comprises a heterogeneous group of bacteria that belong to group D of the Lancefield classification. Phenotypic characterization leads to a further subdivision of S. bovis strains based on their biotype. Biotype I comprises mannitol-positive strains, whereas biotype II comprises mannitol-negative strains (45). S. bovis biotype I is responsible for human endocarditis associated with colonic cancer (33, 52), and this was highly correlated with an underlying colonic neoplasm compared with bacteremia due to S. bovis biotype II (42). Therefore, careful identification of streptococcal bacteremic isolates as S. bovis biotype I provides clinically important information. Recently, S. gallolyticus of the S. bovis complex was proposed to contain three subspecies: S. gallolyticus subsp. gallolyticus (S. bovis biotype I), S. gallolyticus subsp. macedonicus, and S. gallolyticus subsp. pasteurianus (S. bovis biotype II) (44). Members of the S. bovis complex were successfully identified to the species or subspecies level in this study.
The Tm values of probes used in this study varied to a large degree (from 27.7 to 60.5°C), and many probes had Tm values lower than the hybridization temperature (45°C) (Table 2). Although some probes produced relatively weak hybridization, clear signals were obtained for almost all species tested (Fig. 2). This might be partially due to the use of relatively low-stringency washing buffer (2x SSC-0.1% SDS) after hybridization. Volokhov et al. (54) also reported the successful use of probes having Tm values significantly lower than the hybridization temperature for identification of Listeria species. It has been found that the addition of low numbers of 3' thymine bases can improve the hybridization signal of oligonucleotide probes that failed to show detectable hybridization to target DNA or gave weak hybridization signals. Although the mechanisms of the effect of adding low numbers of thymine bases are not clear, it was proposed that this could increase the binding of probes to the nylon membrane and thus the hybridization intensity (1, 7).
In conclusion, species identification of Abiotrophia, Enterococcus, Granulicatella, and Streptococcus by the present array is highly reliable. With the exception of beta-hemolytic streptococci, the method could be used as an accurate alternative to the conventional methods if adequate species identification is of concern.
Published ahead of print on 25 October 2006. ![]()
Supplemental material for this article may be found at
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