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Infection and Immunity, May 2005, p. 2805-2811, Vol. 73, No. 5
0019-9567/05/$08.00+0 doi:10.1128/IAI.73.5.2805-2811.2005
Copyright © 2005, American Society for Microbiology. All Rights Reserved.
Department of Epidemiology and Public Health, Yale University School of Medicine, New Haven, Connecticut,1 Yale University School of Nursing, New Haven, Connecticut2
Received 13 October 2004/ Returned for modification 30 November 2004/ Accepted 3 January 2005
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Despite the importance of S. pneumoniae as an agent of otitis media, little is known about the specific bacterial virulence factors important for invasion of the middle ear space. Research indicates that S. pneumoniae strains differ in their ability to cause disease. For example, serogroups 19, 6, 23, 14, 3, and 18 are the most likely to cause otitis media and account for over 73% of middle ear isolates (4). A chinchilla model of otitis media suggested that capsule type influences otitis media pathogenesis, as a serotype 3 strain was shown to produce more attenuated otitis media than a type 23B strain (10). The genetic background of these strains was not known, and the expression of additional genes may have influenced the severity of the middle ear infection in this study. A study of 672 penicillin-resistant pneumococcal isolates showed that certain genotypes, as defined by pulsed-field gel electrophoresis, were more prevalent among middle ear isolates than among isolates from other specimen sources (29). These studies lend support to the hypothesis that certain genetic subsets of pneumococcal strains are more likely to cause otitis media. In contrast, another study compared the frequency of serotypes and clones that cause otitis media with the frequency of the serotypes and clones carried among healthy Finnish children and concluded that most pneumococcal carriage serotypes and clones are equally capable of causing otitis media (13).
We used a molecular epidemiological (31) approach involving genomic subtraction followed by a dot blot hybridization screening of a panel of pneumococcal isolates to identify genes that might play a role in otitis media. These experiments were based on the hypotheses that S. pneumoniae isolates differ in their ability to cause otitis media, that these differences in pathogenic potential are based on genetic differences among strains beyond capsule type, and that genes found more frequently among middle ear isolates than in carriage, blood, and cerebrospinal fluid isolates offer a selective advantage for invasion of the middle ear space.
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Selection and description of strains used for differential cloning by subtractive hybridization. In order to identify genes associated with pneumococcal otitis media, we conducted genomic subtraction of the serogroup 19 middle ear strain 5093 against the laboratory strain R6. The middle ear strain 5093 was originally selected as the tester strain because serogroup 19 was the most common group among our otitis media isolates (35 of 93 strains were group 19). Furthermore, pulsed-field gel electrophoresis demonstrated that this strain represented a common electrophoretic type among group 19 strains (data not shown). The middle ear strain 5093 was later typed by multilocus sequence typing using methods described previously by others (7), and it has been entered into the MLST database (http://www.mlst.net). The laboratory reference strain R6 was chosen as the driver because it is a nonencapsulated laboratory strain and is known to have lost many genes, some of which were likely critical for virulence. Furthermore, the genomic sequence has been fully determined (16), thus facilitating our ability to verify that the identified subtraction products were 5093 specific.
Differential cloning by subtractive hybridization. Subtractive hybridization was conducted using a commercially available kit from Clontech (PCR-Select bacterial genomic subtraction kit; Palo Alto, CA), which is based on the suppressive subtractive hybridization method (5, 12). Briefly, this method involves the ligation of primers to the strain of interest (tester) followed by hybridization of the tester DNA with a reference strain (driver). The PCR is then used to amplify the unhybridized, tester-specific sequences. Genomic DNA from the tester (5093) and driver (R6) were isolated using a Wizard genomic DNA isolation kit according to the manufacturer's instructions (Promega, Madison, WI). The pooled secondary PCR products identified by subtractive hybridization were cloned into the vector pCR2.1-TOPO (Invitrogen, Carlsbad, CA).
Analysis of sPCR inserts. Subtraction PCR (sPCR) probes were amplified from 192 subtraction clones using T7 and M13 reverse primers (35 cycles of 94°C for 30 s, 55°C for 30 s, and 72°C for 2 min). The PCR products were purified using a QIAquick PCR purification kit, and samples were sent for DNA sequence analysis to the W. M. Keck Foundation Biotechnology Resource Laboratory at Yale University. DNA sequences were compared to those in the NCBI database (http://www.ncbi.nih.gov/BLAST/) in order to estimate similarity with published sequences, to verify that sequences were tester specific, and to identify duplicate clones.
Screening of S. pneumoniae isolates. The presence or absence of each unique, tester-specific sPCR fragment was evaluated within the S. pneumoniae collection by dot blot hybridization as follows: each S. pneumoniae isolate was streaked out on Trypticase soy agar plates with 5% sheep blood and incubated at 37°C with 5% CO2 overnight. A colony from each plate was used to inoculate a 96-well plate containing 800 µl of Todd-Hewitt broth per well and incubated overnight at 37°C. The 96-well plates were then centrifuged at 3,000 rpm in a bench top centrifuge with a horizontal rotor at 1,000 x g for 20 min. The supernatant was discarded, and the pellets were resuspended in 800 µl of lysis buffer (0.4 M NaOH, 10 mM EDTA). The plates were incubated at 80°C for 20 min. Eighty µl of DNA lysate from each well was blotted onto Hybond N+ membranes (Amersham Pharmacia Biotech, Piscataway, N.J.) using a Bio-Dot microfiltration apparatus (Bio-Rad, CA). Blotting was followed by a wash step using 80 µl 0.4 M NaOH per well. Blots were allowed to air dry, and the DNA was cross-linked to the membranes. The tester strains 5093 (positive control) and R6 (negative control) were placed on each membrane. Three blots were made for each hybridization experiment, one containing 93 middle ear isolates plus controls, one containing 90 blood isolates and controls, and the third containing 58 cerebrospinal fluid (CSF) isolates and 35 carriage isolates plus controls.
Each unique, 5093-specific sPCR fragment was labeled with alkaline phosphatase, and dot blots were hybridized at 65°C overnight. The Gene Images AlkPhos Direct Labeling and ECF chemifluorescence detection system (Amersham Biosciences, Piscataway, N.J.) was used for labeling, hybridization, washes, and signal detection according to the manufacturer's instructions. Blots were exposed to Hyperfilm ECL Film (Amersham Biosciences, Piscataway, N.J.). Each sPCR probe was used to separately screen two sets of three blots. Strain samples that produced discrepant hybridization results with a particular sPCR probe were retested by Southern blot hybridization.
Cloning of DNA sequences surrounding otitis media-associated sPCR probes.
The regions flanking sPCR probes P41 and H10 were obtained by PCR using the commercially available Universal Genome Walker kit (Clontech, Palo Altos, CA) according to the manufacturer's instructions. Briefly, 5093 genomic DNA was digested separately using each of four different blunt-ended restriction enzymes. These separate pools of DNA were independently ligated to adaptors to create four different Genome Walker libraries. In order to obtain upstream and downstream sequences, a two-step touch-down PCR was conducted using an adaptor primer (provided with the kit) and a gene-specific primer (designed based on the sPCR sequence of either P41 or H10). Gene-specific primers were as follows: P41Up1, 5' GTTTTCAAACCATATTGCAAATCCAAACC 3'; P41Dn1, 5' CTCTCTCCCTGTAATTAATCAACCTGCT 3'; H10Up1, 5' GTCCCTATTTCTAAATAATTCGGTGATAC 3'; and H10Dn1, 5' TGCCACGAATTTATTTCCCAATAATTCTG 3'. PCR conditions were 7 cycles at 94°C for 25 s and 70°C for 4 min, 35 cycles of 94°C for 25 s and 65°C for 4 min, and a final 4-min extension step at 65°C. Each PCR mixture was diluted 1:50, and then 1 µl was used for a second round of PCR using a nested gene-specific primer and a nested adaptor-specific primer. Nested gene-specific primers were P41Up2, 5'-CCAACTATATAAGTAATATTCATATCTTTG-3'; P41Dn2, 5'-TCGATAAAAAATACAATGAGAATCCACATC-3'; H10 Up2, 5'-GCAATATCTGATATACATGGTCACCTAG-3'; and H10Dn2, 5'-ATCGTTAATTTTCGTATAATACTCGTTTC-3'. Nested PCR conditions were 5 cycles at 94°C for 25 s and 70°C for 4 min, 22 cycles of 94°C for 25 s and 65°C for 4 min, and a final 4-min extension step at 65°C. The resulting PCR DNA fragments were cloned into pCR2.1-TOPO (Invitrogen, Carlsbad, CA) and transformed into DH5
cells, and the plasmids were sequenced at W. M. Keck Foundation Biotechnology Resource Laboratory at Yale University. Sequences were edited and assembled using Lasergene Navigator software from DNASTAR.
Statistical analyses.
Differences in the proportions of each sPCR probe among each pneumococcal collection were calculated by
2 test (
= 0.05). A Bonferroni adjustment was used to adjust for multiple comparisons (44 unique sPCR probes); an association was considered significant if the P value was less than 0.0011 (0.05/44). Prevalence ratios were calculated as the ratio of the proportion of middle ear isolates with the sPCR fragment of interest to the proportion of either carriage, blood, or meningitis isolates with the sPCR fragment of interest (reference group). Only those probes with prevalence ratios that were significant, as determined by 95% confidence intervals (CIs), were considered for further analysis. Differences in the proportions of the P41 and H10 probe among each pneumococcal collection, stratified into serogroup 19 and non-serogroup 19 strains, were calculated by Fisher's exact test. Statistical calculations were done using SAS version 8.0 (SAS Institute, Cary, NC).
Nucleotide sequence accession number. The middle ear strain 5093 sequence was entered into the MLST database as sequence type ST-1396.
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TABLE 1. sPCR genomic subtraction probes and their size, percent amino acid identity, and potential function
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2 test. Individual prevalence ratios and 95% CIs comparing the middle ear isolates with either throat, blood, or CSF isolates were calculated for each of the probes to identify sPCR fragments that occurred at a high frequency among middle ear isolates when compared separately to carriage or invasive isolates. Thirty sPCR probes hybridized more frequently to middle ear isolates than to blood isolates (Table 3). Ten probes were found more frequently among middle ear isolates than among CSF isolates, and two probes hybridized more frequently to middle ear isolates than to carriage isolates. Probes H10 and P41 were selected as having potential importance in otitis media pathogenesis, because these two probes occurred more frequently among middle ear strains than among carriage, blood, or CSF isolates. The prevalence ratios for these two probes are given in Table 4. |
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TABLE 2. Distribution of sPCR probes among middle ear, carriage, blood, and CSF S. pneumoniae isolates
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TABLE 3. sPCR probes occurring more frequently among middle ear isolates than among carriage, blood, or CSF S. pneumoniae isolatesa
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TABLE 4. Prevalence ratios and 95% CIs for the prevalence of P41 and H10 in S. pneumoniae middle ear strains using either carriage, blood, or CSF strains as the reference group
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TABLE 5. Distribution of capsule serogroups among S. pneumoniae strain collections
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TABLE 6. Distribution of probe P41 and probe H10 among S. pneumoniae strain collections stratified by serogroup 19 or all other serogroups combined
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Hanage et al. compared the frequency of serotypes and clones that cause otitis media with the frequency of the serotypes and clones carried in healthy Finnish children to determine whether all carriage isolates are equally capable of causing otitis media (13). The authors found two serotypes, 19F and 23F, significantly associated with otitis media. The association with otitis media was not based solely on capsule, because three multilocus sequence types (MLST) expressed capsule 23F yet differed in their propensity to cause otitis media, thus indicating the importance of genetic factors other than capsule in otitis media pathogenesis. However, these authors concluded that most pneumococcal carriage serotypes and clones were equally capable of causing otitis media, because otitis media clones and serotypes were found in a relative frequency that was proportional to their prevalence in carriage studies. This finding does not contradict our results, because the pneumococcal clones were defined by MLST, which measures allelic variation among seven housekeeping genes. Individual sequence types that express different capsule types were described (13), suggesting that the total genomic content of clones, as measured by MLST, varies due to the horizontal transfer of individual genes. Thus, pneumococcal carriage and otitis media clones could appear similar as determined by capsule and MLST type but differ in the content of specific virulence-associated genes.
The survival of pneumococcal strains within different ecological niches of the body is likely to involve distinct adaptations. Signature-tagged mutagenesis has identified putative virulence factors specific for pneumonia (28) and for colonization of mucosal surfaces (14). Differential fluorescence induction analysis has also identified tissue-specific putative virulence factors important for the invasion of different tissue sites (23). A putative serine protease, HtrA, has been shown to be important in nasopharyngeal colonization (30). Recently, an ATP-binding cassette transporter, the Ami-AliA/AliB permease, has been shown to be important for colonization and not invasive disease in a mouse model of infection (19). Given the identification of virulence factors important for pneumonia and colonization, it is reasonable to think that specific genes would enhance the ability to invade the middle ear space.
The combination of the S. pneumoniae capsule type and the genetic background of the strain is important for determining virulence (1, 3, 18). Furthermore, the influence of the combination of capsule and genetic background in pathogenesis differs depending on the site of infection (17). Interestingly, genes necessary for capsule biosynthesis, which are known to be critical for virulence, have not been identified in signature-tagged mutagenesis experiments (14, 21, 28). This is probably because acapsular mutants do not grow well in vitro. Our experiments identified sPCR fragments with similarity to genes important for capsule synthesis (Table 1, sPCR fragments H174 and P125). Identification of these sPCR fragments highlights the power of this technique to identify genes that would be missed by mutagenesis screens because they are necessary for in vitro growth. Our results also identified the tetM gene encoding antibiotic resistance (sPCR fragment H129), which was found at higher frequency among day care and middle ear isolates, consistent with the higher rates of antibiotic resistance seen with these populations (6).
Thirty sPCR probes occurred significantly more frequently among middle ear isolates than among blood isolates. In comparison, 10 and 2 probes hybridized more frequently to middle ear isolates than to CSF and carriage isolates, respectively. Qualitatively, these results suggest that, as a group, our middle ear strains are genetically most similar to carriage isolates and more different from blood isolates than meningitis isolates. This result is intriguing, given that an experimental meningitis model with gerbils showed that S. pneumoniae strains can cause otitis media and then invade the central nervous system without a detectable bacteremic state (24).
One limitation of our study is that our strains were collected in different geographic regions, and pneumococcal serotypes are known to vary between different areas. Serogroup 19 was the most common serogroup among our middle ear strains. It is possible that P41 and H10 are associated with serogroup 19 strains, and that serogroup 19 strains were more prevalent in the region from which our middle ear strains were collected. In this case, P41 and H10 could be markers for serogroup 19 strains instead of markers for otitis media virulence. We attempted to control for this by examining the prevalence of our probe among serogroup 19 strains and non-serogroup 19 strains separately. Among serogroup 19 strains, P41 occurred in 83% of CSF, 66% of middle ear, 40% of carriage, and 20% of blood isolates. The high prevalence of P41 among group 19 CSF isolates may indicate that it is important for meningitis pathogenesis among these strains or may be due to the low number of group 19 CSF strains. Among non-19 serogroups, P41 occurred at the highest frequency in middle ear strains. Probe H10 occurred in 49% of group 19 middle ear strains and 20% of non-serogroup 19 middle ear strains. The distribution trend of P41 and H10 among the pneumococcal strains collections supports our hypothesis that these probes are associated with otitis media. However, with the exception of P41 in serogroup 19 strains, the differences in probe distribution between strain collections were not statistically significant. This is likely due in part to the low numbers of isolates within each group after stratification.
sPCR probes P41 and H10 contain DNA sequences with similarity to proteins of unknown function, and it is therefore difficult to speculate about their precise role in colonization of the middle ear space. Furthermore, these genes may not be directly involved in otitis media virulence but may instead serve as a marker for other genes linked to these on the chromosome. For example, H10 lies next to a putative serine/threonine phosphatase that could be important for otitis media pathogenesis. Strain differences in virulence are also likely due in part to variation in protein expression between strains or differences in expression patterns by disease site (i.e., different genes may be expressed in the throat versus the middle ear). These issues are not addressed in the present study. Nevertheless, our approach, involving genomic subtraction of otitis media isolates from the laboratory strain R6 followed by a hybridization screen of pneumococcal isolates, has identified two genes of potential importance in otitis media and placed them in perspective regarding their relative importance within a population of pneumococcal strains. Future studies of the prevalence of these genes among a larger collection of isolates, RNA expression studies, and mechanistic studies using an otitis media animal model will shed additional light on the role of these genes in otitis media pathogenesis.
Funding for this research was provided to M.M.P. by the National Institute on Deafness and Other Communication Disorders (R21 DC006260).
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