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Journal of Clinical Microbiology, July 1999, p. 2183-2188, Vol. 37, No. 7
Department of Medical Microbiology,
Received 9 December 1998/Returned for modification 28 January
1999/Accepted 6 April 1999
A panel of 18 strains of Neisseria gonorrhoeae, known
to be temporally and geographically diverse, was used to evaluate a number of typing systems, including conventional auxotyping and serotyping and the molecular methods of arbitrarily primed PCR (AP-PCR), amplified ribosomal-DNA restriction analysis (ARDRA), opa typing, and pulsed-field gel electrophoresis (PFGE).
The discriminatory power of the different typing methods were
determined with a collection of 87 clinical isolates from commercial
sex workers in Indonesia, and Simpson's index of diversity was
calculated. Of the two traditional techniques, auxotyping and
serotyping, the latter gives the highest discriminatory index (DI) (DI,
0.846). The combination of auxotyping and serotyping yields a high DI
(DI, 0.928). D11344- and D8635-primed PCR showed low DIs of 0.608 and
0.622, respectively, but a combination of the two primers had a DI of
0.849. The combination of serotyping with D11344-primed or D8635-primed
PCR resulted in DIs of 0.936 and 0.937, respectively. ARDRA revealed a
low DI of 0.743 alone but a DI of 0.955 in combination with serotyping.
PFGE using the restriction enzyme BglII and opa
typing produced the highest discrimination (DIs, 0.997 and 0.996, respectively) for isolates of N. gonorrhoeae.
Gonorrhoea is a major sexually
transmitted disease prevalent in both developed and developing
countries. Precise characterization of Neisseria gonorrhoeae
can provide valuable information on gonococcal strain populations in
the community, temporal changes, and the emergence and spread of
antibiotic-resistant strains. In the absence of a vaccine, better
knowledge of the molecular epidemiology of gonococcal infection will be
useful for the development of effective prevention and control measures.
Currently, the most widely employed method for differentiation of
N. gonorrhoeae strains is based on auxotyping and
serological (A/S) characterization. However, the A/S classification
system has a number of limitations. Auxotyping is complicated,
laborious, and time consuming, and serotyping requires
well-characterized and specific polyclonal or monoclonal antigonococcal
antibodies (25). Furthermore, there is also skepticism
that this system may not provide sufficient discrimination; in most
populations only a limited number of A/S classes account for the
majority of isolates. It is also possible that unrelated isolates
belong to the same A/S class, and isolates that are impossible to
auxotype and serotype have been described (8). For strains
that carry plasmids, differentiation of strains belonging to the same
A/S groups could be achieved. However, plasmid profiling is of limited value when a common plasmid or a common combination of plasmids is
present (4).
Isoenzyme typing based on multilocus enzyme electrophoresis is widely
applicable for epidemiological studies of diverse groups of pathogens,
including N. gonorrhoeae (16, 18, 23). Genetic relatedness of gonococcal isolates has also been assessed by using DNA-based typing techniques, including restriction endonuclease analysis using frequently or rarely cutting enzymes (7, 14, 20,
31, 32), and random and repetitive-motif-based amplification of
polymorphic DNA fragments (2, 21). The discriminatory abilities of pulsed-field gel electrophoresis (PFGE) and random and
repetitive-motif-based amplification of polymorphic DNA have been shown
to be superior to that of traditional A/S typing (2, 14, 21,
32).
In addition, restriction fragment length polymorphism (RFLP) analysis
of rRNA genes (ribotyping) has been used to subdivide gonococcal
strains of similar auxotypes, but this resulted in only a limited
number of ribotypes (13, 15). Furthermore, RFLP analyses of
different PCR-amplified genes have been applied. O'Rourke et al.
(16) developed a PCR-RFLP method using the opa gene as the target for amplification. The 11 opa genes are
amplified with a single pair of primers and digested with frequently
cutting restriction enzymes, and the radioactively labeled fragments
are separated on polyacrylamide gels to index the strains to particular opa types. This so-called opa typing appears to
be highly discriminatory as it was able to establish the close identity
of isolates collected from sexual contacts and differentiated isolates
from a worldwide collection made over the last 30 years.
Similarly, amplification and RFLP analysis of the por gene
have shown a degree of discrimination similar to that of A/S typing (12). Finally, sequencing of the por gene can be
highly discriminatory. Cooke et al. (3) demonstrated that
the inferred amino acid sequences of the protein I (PI) B molecules of
isolates from known sexual contacts were identical, whereas those from
unlinked isolates showed significant heterogeneity.
In general, the epidemiology of N. gonorrhoeae has been well
delineated by using the A/S classification system. The development and
particularly the evaluation of molecular typing techniques are
necessary in view of some of the limitations presented by the A/S
classification system. Most of the novel molecular typing methods have
been developed with reference to serotyping only.
In the present study, a set of 18 temporally and geographically diverse
N. gonorrhoeae reference strains was used to evaluate a
number of typing methods, including conventional A/S typing and four
molecular typing methods, i.e., arbitrarily primed PCR (AP-PCR),
amplified ribosomal-DNA restriction analysis (ARDRA), opa
typing, and PFGE. The discriminatory power of the different typing
methods was determined by using a collection of 87 clinical isolates
from Indonesia.
Bacterial strains.
A set of 105 strains was studied. This
set consisted of 18 reference strains selected from a large collection
of over 5,000 isolates that differed in their geographic origins and
years of isolation (Table 1) and 87 strains isolated in 1996 from female commercial sex workers in Bandung,
Indonesia. The latter isolates are referred to hereafter as clinical
isolates. All strains were grown on Columbia agar (GIBCO, Life
Technologies, Paisley, Scotland) supplemented with 5% defibrinated
horse blood at 37°C in 5% CO2 for 24 h.
Auxotyping and serotyping.
Auxotyping and determination of
the serovar were carried out as described previously (29).
Strains were tested for single or multiple requirements for arginine
(A), hypoxanthine (H), ornithine (O), proline (P), and uracil (U).
DNA isolation.
Genomic DNA was extracted by the rapid
procedure described by Pitcher et al. (17).
PCR-based typing.
Ten arbitrary primers, comprising seven
short (10-nucleotide) primers (primers 1247, 1254, 1281, 1283, and 1290 [1] and OPA-O3 and OPA-13 [2]), five
long ( ARDRA.
Oligonucleotide primers were derived from conserved
regions present in the 16S and 23S rRNA genes (rDNAs). The sequences of the primers were 5'-TTGTACACACCGCCCGTC-3' and
5'-CCTTTCCCTCACGGTACTG-3' (Escherichia coli
numbering positions 1390 to 1407 [16S rDNA] and 474 to 456 [23S
rDNA]) (9). The amplified gene fragment was approximately
1,200 bp and encompassed part of the 16S rDNA gene, the 16S-23S spacer
region, and part of the 23S rDNA gene. The composition of the PCR
mixtures was the same as described above for PCR-based typing. PCR
conditions consisted of an initial denaturation at 95°C for 5 min,
followed by 20 cycles of denaturation at 95°C for 30 s,
annealing at 55°C for 30 s, extension at 72°C for 1 min, and a
final extension at 72°C for 10 min.
0095-1137/99/$04.00+0
Copyright © 1999, American Society for Microbiology. All rights reserved.
Evaluation of the Discriminatory Power of Typing
Methods for Neisseria gonorrhoeae
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ABSTRACT
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References
![]()
INTRODUCTION
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References
![]()
MATERIALS AND METHODS
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References
TABLE 1.
Characteristics of our panel of 18 gonococcal strains
17-nucleotide) primers (primers D8635, D9355, D11344, D14216,
and D14307 [1]), and four primers for amplification of
repeat motifs (the enterobacterial repetitive intergenic consensus
[ERIC] motifs 1R and 2 [28] and the repetitive
extragenic palindromic sequences REPIR-Dt and REP-2-Dt
[21]), were evaluated for their suitability to
differentiate gonococcal isolates. DNA amplification was performed in a
DNA thermal cycler (GeneAmp PCR System 9600; Perkin Elmer, Zaventem, Belgium). The 100-µl PCR mixtures consisted of 50 mM KCl, 10 mM Tris-HCl (pH 9.0), 2.5 mM MgCl2, 0.1% Triton X-100, and
0.01% gelatin. Deoxyribonucleotide triphosphates were each used at a final concentration of 0.2 mM. Per reaction mixture, 1.8 U of High
Concentration SUPER TAQ (HT Biotechnology Ltd., Cambridge, United
Kingdom), 100 pmol of primer (except for ERIC-1R and ERIC-2 [50
pmol]), and 100 ng of extracted DNA were added. PCR conditions were as
described previously (2, 21, 27, 30). After amplification, 25-µl aliquots of PCR products were electrophoresed (100 V, 3 h)
in 1.5% Pronarose D1 gels (Sphaero Q, Burgos, Spain) and 0.5× TBE (45 mM Tris-HCl, 45 mM boric acid, 1 mM EDTA) running buffer containing 0.5 mg of ethidium bromide/ml. The patterns were visualized under UV light
and digitized by the Gel Doc 1000 documentation system (Bio-Rad
Laboratories, Nazareth, Belgium). Conversion, normalization, and
densitometric analysis of the patterns were done by the GelCompar
Software program version 4.0 (Applied Maths, Kortrijk, Belgium). The
similarity between all pairs of traces was expressed by the Pearson
product-moment correlation coefficient, and clustering was performed by
the unweighted pair group method using average linkage (UPGMA)
(24). Obtained clusters were always visually confirmed.
opa typing.
opa typing was performed by
the method of O'Rourke et al. (16). Briefly, isolates were
retrieved from storage and subcultured once on nonselective GC agar.
Bacterial lysates were prepared by suspending the growth in
phosphate-buffered saline, washing once, and then boiling for 5 min
before centrifugation. The supernatant (lysate) was stored at
20°C
until required. The opa genes were amplified by PCR using
the lysate as the DNA source, purified with Nucleiclean (Sigma), and
resuspended in water. opa fragments from all isolates were
digested with the restriction enzyme TaqI, by the method
recommended by the supplier. Isolates that gave identical patterns when
digested with TaqI were also digested by using
HinPI and HpaII. The ends of the resulting
fragments were filled in with [
-32P]dCTP and then
separated on a 6% nondenaturing polyacrylamide gel as described
previously (16).
PFGE. Chromosomal DNA was prepared by the procedure described by Van Looveren et al. (27), except that no lysis step was performed. Four restriction enzymes used in other studies for the typing of gonococci, BglII, NheI, SpeI, and XbaI (13, 14, 19, 22, 32), were tested under various running conditions. All produced comparable results. The endonuclease BglII was chosen for economic reasons. Digestion with BglII (Eurogentec, Seraing, Belgium) was performed at 37°C for 25 h in 250 µl of fresh buffer containing 30 U of restriction endonuclease. The digested plugs were sealed into slots of a 1% agarose gel (Pulsed-Field Certified Agarose; Bio-Rad Laboratories) and subjected to electrophoresis in a contour-clamped homogeneous electric field apparatus with a hexagonal electrode array (CHEF MAPPER; Bio-Rad Laboratories). The electrophoresis was performed in 0.5× TBE buffer equilibrated at 14°C, at a constant voltage of 6 V/cm with pulse times ramping from 1 to 10 s for 18 h and then from 10 to 15 s for 4 h. Gels were stained with ethidium bromide, visualized, digitized, and analyzed as described above for ARDRA. The obtained clusters were always confirmed visually. BglII produced 15 to 20 distinct DNA fragments, ranging from 44 to 674 kb, for all strains. Strains were considered identical if no fragment differences occurred.
Discriminatory power. The abilities of single or combined typing schemes to discriminate between strains was determined by using Simpson's index of diversity (6, 11).
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RESULTS |
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Evaluation of the genotypic typing methods with the 18 reference strains. Primers for the PCR-based typing were tested with the panel of 18 reference strains (Table 1) for the production of informative arrays of PCR products. Primers shown to be useful in other typing studies were assessed (1, 2, 21, 28, 30). Primers 1247, 1283, and 1290 (1), ERIC-1R (28), and REP-2-Dt (21) were unable to generate a banding pattern; primers 1254, 1281, D14216, and D14307 (1) resulted in a few amplified bands for each of the 18 strains tested; primers OPA-3 and OPA-13 (2), D9355 (1), and ERIC-2 (28) generated up to 8 bands, most of which were shared by all strains; and primer Repir-Dt (21) generated up to 17 not-well-separated faint bands. In contrast, primers D11344 and D8635 (1) both generated informative arrays of PCR products, with up to 8 clearly distinguishable bands (Fig. 1), and were used in all further studies. In addition, this panel was used to evaluate the ARDRA technique. Thirteen of 35 restriction enzymes (AluI, BfaI, DdeI, HhaI, HindIII, HinfI, HpaII, MaeI, MseI, MspI, Sau3AI, TaqI, and XbaI) tested cut the gonococcal DNA, but only HinfI (5'-GANTC-3') revealed differences between the strains. As a consequence, HinfI was selected to investigate the 87 clinical isolates. PFGE and opa typing produced distinct patterns with each of the 18 strains.
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Phenotypic methods and validation of the genotypic methods. (i) Auxotyping and serotyping. The 87 clinical isolates belonged to four different auxotypes (nonrequiring [NR] and proline [P], arginine [A], and proline and arginine [PA] requiring), with the majority of the isolates being nonrequiring (36 isolates) or proline requiring (42 isolates). Serological characterization revealed 12 serovars (IA-4, IA-6, IA-8, IB-1, IB-3, IB-5, IB-6, IB-7, IB-8, IB-10, IB-16, and IB-18), of which serovars IA-8 (22 strains), IB-1 (17 strains), IA-6 (15 strains), and IA-4 (12 strains) were the most abundant. The combination of auxotyping and serotyping resulted in 24 different A/S classes, 13 of which contained one or two strains. P/IB-1 (14 strains) and NR/IA-8 (13 strains) were the most common.
(ii) PCR-based typing. All strains were examined in one PCR to avoid interrun variability. Based on the differences in DNA banding patterns, strains could be divided into various fingerprint groups. Strains were classified in a different fingerprint group as soon as differences in band position and/or band intensity were observed. Primer D11344 divided the 87 strains into three fingerprint groups (groups a to c), represented by 32, 43, and 12 strains, respectively (Fig. 1). Primer D8635 distinguished four groups (A, B, C, and E), with groups A and C comprising 79% of the strains (48 and 21 isolates, respectively) (Fig. 1) (group D was found among the 18 reference strains). Combination of the data obtained with the two primers produced 11 fingerprint groups each containing 1 to 24 isolates.
(iii) ARDRA. Among the 87 clinical isolates, HinfI distinguished six restriction patterns (patterns I to IV, VI, and VII). They were represented by 34 (pattern I), 9 (pattern II), 13 (pattern III), 24 (pattern IV), 4 (pattern VI), and 3 (pattern VII) isolates (pattern V was found only among the 18 reference isolates). The patterns consisted of three to eight bands, ranging in size from 66 to 854 bp (Fig. 2). They all had 243- and 130-bp bands in common. These were used as an internal standard for the analysis of the DNA patterns. Strains were considered different on the basis of band position; differences in band density were neglected.
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(iv) PFGE and opa typing.
Cluster analysis and
visual inspection of the restriction profiles produced by PFGE and
opa typing revealed a large number of distinct profiles,
with 7 clusters of identical isolates (five pairs and two triplets)
identified by PFGE and 11 clusters (nine pairs, one triplet, and one
cluster of four) identified by opa typing. Of these
clusters, four were identified by both techniques. Isolates within each
cluster mostly belonged to the same ARDRA group, PCR group, and A/S
class (Table 2).
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(v) Discriminatory power.
The discriminatory power of each
method or combination of methods according to Simpson's index (6,
11) is shown in Table 3. PFGE (DI,
0.997), opa typing (DI, 0.996), and the combination of
serotyping and ARDRA (DI, 0.955) produce the highest DIs.
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DISCUSSION |
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The goal of the present study was to identify the strengths and weaknesses of the different typing techniques for N. gonorrhoeae and to determine which method(s) would be best suited for clinical and research purposes. A panel of 18 strains, chosen for their diversity in phenotype, year and country of isolation, and antibiotic susceptibility profiles, was used to evaluate the different genotypic typing methods. The discriminatory power of each method was determined with a collection of clinical isolates which were likely to be heterogeneous.
Each technique tested typed all isolates, but their discriminatory powers differed substantially. The discriminatory power of a typing method is defined as its ability to distinguish between unrelated strains (11). It is determined by the number of types defined by the test method and the relative frequencies of these types. These two facets of discrimination are not generally presented as a single numerical value and therefore cannot be used for a straightforward comparison of different methods. Hunter and Gaston (11) proposed a single numerical index of discrimination, based on the probability that two unrelated isolates would be placed into different typing groups. This probability can be calculated from Simpson's index of diversity. If typing results are to be interpreted with confidence, a DI of greater than 0.90 is desirable (11).
Since most of the strains had different opa types, even when a single restriction enzyme (TaqI) was used, it is obvious that the opa-typing assay was very discriminatory (DI, 0.996). The discriminatory power of PFGE with the infrequent cutter BglII was comparable to that of opa typing (DI, 0.997). Among the 87 clinical isolates, only 14 clusters (2 to 4 isolates) of strains with identical patterns were found. Whether these isolates were epidemiologically linked is unknown, but as they are indistinguishable by more than one technique and opa typing (16) and PFGE are known to be highly discriminatory and identify linked isolates, these isolates probably originate from patients linked in a transmission chain.
Of the two traditional techniques, auxotyping and serotyping, the latter has the highest DI (DI, 0.846), but this is too low to be satisfactory (11). This discriminatory power is similar to that of PCR-based typing using a single primer. The combination of auxotyping and serotyping yields a high DI (DI, 0.928). Determination of the A/S class is the most widely applied technique for typing gonococci. However, whereas serotyping is a simple and quick technique, auxotyping is more complex, especially for laboratories where it is not routinely performed, and could therefore well be replaced by a technically simpler approach.
Since PCR is being progressively introduced in more clinical laboratories, typing methods based on this technology are becoming more attractive. The combination of serotyping with D11344-primed or D8635-primed PCR resulted in DIs of 0.936 and 0.937, respectively (Table 3). The combination of serotyping and PCR-based typing would thus be a good alternative to A/S classification.
Camarena et al. (2) applied AP-PCR to 70 N. gonorrhoeae isolates and established 40 types with primer OPA-03 (DI, 0.967) and 50 types with primer OPA-13 (DI, 0.978). The discriminatory power based on Simpson's index was superior to that of either auxotyping (DI, 0.670) or serotyping (DI, 0.934) and comparable to that of a combination of auxotyping and serotyping (DI, 0.968). They concluded that AP-PCR combined with serotyping provided the highest level of discrimination. When we compared auxotyping, serotyping, AP-PCR, determination of A/S class, and the combination of serotyping and PCR typing, we also found that the combination of serotyping and AP-PCR yielded a high DI. However, the discriminatory power of PCR typing was lower with the primers we used. Our evaluation of the primers used by Camarena et al. (2) produced unsatisfactory results, underscoring the problem of interlaboratory reproducibility of AP-PCR. Nevertheless, the results of PCR typing are very appealing and efforts should be undertaken to improve the interlaboratory reproducibility.
ARDRA was previously shown to be useful for typing (10, 26). However, our study revealed a low DI (0.743) when this technique was applied to the 16S-23S rRNA spacer region of gonococci. But this clearly results from the fact that we could find only a sole restriction enzyme to differentiate between our strains, whereas in other studies the combined information from up to five different enzymes was used. The combination of patterns produced by using several enzymes could produce a higher DI but would also make this approach more laborious and complex. Another possibility is to combine ARDRA or AP-PCR with another easy typing method, such as serotyping, both of which gave high DIs.
In conclusion, opa typing as described by O'Rourke et al. (16) and PFGE using the restriction enzyme BglII are the best techniques for typing isolates of N. gonorrhoeae. AP-PCR and ARDRA may also be useful.
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ACKNOWLEDGMENTS |
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This study was performed in the context of the project "Support for STD and HIV/AIDS control and prevention among high risk populations in Jakarta, Surabaya, and Bandung" (contract B7.5046/94/015), financed by the European Commission, DG8-ATF. Work performed at ICSM (C.A.I. and I.M.M.) was supported by the Wellcome Trust. P.V. is indebted to the Fund for Scientific Research-Flanders (Belgium) for a position as a postdoctoral research fellow.
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FOOTNOTES |
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* Corresponding author. Mailing address: Department of Medical Microbiology, University of Antwerp, Universiteitsplein 1, B-2610 Wilrijk, Belgium. Phone: 32 3 820-25-51. Fax: 32 3 820-26-63. E-mail: vloovere{at}uia.ua.ac.be.
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