Skip to main content
Journal of Clinical Microbiology logoLink to Journal of Clinical Microbiology
. 2016 Aug 24;54(9):2380–2383. doi: 10.1128/JCM.00982-16

Duplex Quantitative PCR Assay for Detection of Haemophilus influenzae That Distinguishes Fucose- and Protein D-Negative Strains

Camilla de Gier a, Janessa L Pickering a,b, Peter C Richmond a,b,c, Ruth B Thornton a,b, Lea-Ann S Kirkham a,b,
Editor: A J McAdamd
PMCID: PMC5005495  PMID: 27335148

Abstract

We have developed a specific Haemophilus influenzae quantitative PCR (qPCR) that also identifies fucose-negative and protein D-negative strains. Analysis of 100 H. influenzae isolates, 28 Haemophilus haemolyticus isolates, and 14 other bacterial species revealed 100% sensitivity (95% confidence interval [CI], 96% to 100%) and 100% specificity (95% CI, 92% to 100%) for this assay. The evaluation of 80 clinical specimens demonstrated a strong correlation between semiquantitative culture and the qPCR (P < 0.001).

TEXT

Haemophilus influenzae is an important human respiratory tract pathogen that causes otitis media, acute exacerbations of chronic obstructive pulmonary disease, and chronic bronchitis and sinusitis, in addition to invasive diseases such as meningitis and bacteremia (16). Since the introduction of global H. influenzae serotype b immunization, most H. influenzae infections are caused by unencapsulated strains designated nontypeable H. influenzae (NTHi) (1). Haemophilus haemolyticus is a close relative of NTHi, and both species colonize the human upper respiratory tract. Unlike NTHi, H. haemolyticus is rarely associated with invasive infections (7) and is generally considered a commensal organism. However, the two species are difficult to distinguish using a standard microbiological culture or single-plex PCR (8).

Several studies have sought to identify a single gene target for the rapid identification of H. influenzae (917). Among the suggested targets are genes in the fucose operon of H. influenzae (12, 1820). The operon consists of 4 genes encoding the enzymes fuculokinase (fucK), fucose permease (fucP), fuculose phosphate aldolase (fucA), and fucose isomerase (fucI). H. haemolyticus does not possess the fucose operon, and hence these genes are potential markers for specific H. influenzae identification. The fucP gene was recently demonstrated to be a highly specific discriminatory target for H. influenzae identification based on a large comparative genomics study of 338 NTHi and 116 related Haemophilus isolates (20). However, 5% of the H. influenzae isolates in the Price et al. study were found to be missing the fucP gene (20). Other studies have confirmed the presence of H. influenzae strains that are missing all, or part of, the fucose operon (2123). It has been suggested that these fucose-negative isolates are a distinct cluster of H. influenzae (20, 23). While still regarded as NTHi, these variant strains would not be detected by a fucP PCR assay.

Another established NTHi target is the hpd gene, which encodes the surface lipoprotein, protein D. This protein is conserved in H. influenzae and is a component of the 10-valent pneumococcal nontypeable H. influenzae protein D conjugate vaccine (PHiD-CV) (24). H. haemolyticus also possesses an hpd gene, but it is variable enough from that of H. influenzae to be used as a discriminatory molecular target (17). A primer pair designated hpd#3, specific for H. influenzae hpd, is sensitive and specific for the identification of H. influenzae (16, 25). However, studies have since identified clinical NTHi isolates lacking protein D (17, 26), which are not identified with an hpd-based assay.

The purpose of this study was to develop a specific quantitative PCR (qPCR) assay to quantify H. influenzae in nasopharyngeal swabs (NPS) and middle ear effusions (MEE) for use in future otitis media studies, including the assessment of the impact of immunization with PHiD-CV on NTHi carriage and disease. For this, we have duplexed the fucP and hpd#3 gene targets to give an H. influenzae-specific qPCR that also detects variant fucP- or hpd-negative strains.

Specific primers and probes were used to amplify a 68-bp fragment of the fucP gene and a 151-bp fragment of the hpd gene in H. influenzae (Table 1). Both primers were previously described for single-plex qPCRs (16, 20); however, probes were modified for compatibility in the duplex assay (Table 1). Real-time qPCR was conducted on the CFX96 real-time PCR detection system (Bio-Rad, CA, USA). The reaction mix consisted of 5 μl of 2× SensiMix II Probe No-ROX (Bioline, Alexandria, NSW, Australia), 1,000 nM each primer and probe (Integrated DNA Technologies, Baulkham Hill, NSW, Australia) diluted in molecular-grade water (Sigma-Aldrich, Castle Hill, NSW, Australia), and 1 μl of sample, to a total volume of 10 μl. Cycling conditions were 50°C for 2 min and 95°C for 10 min, followed by 40 cycles of 95°C for 15 s and 60°C for 60 s. A standard curve was generated for each run using serial dilutions of genomic DNA (2000 pg to 0.02 pg) from the reference strain NTHi 86-028NP, originally isolated from the nasopharynx of a child with otitis media (27, 28). All samples were run in duplicate. The duplex fucP/hpd#3 qPCR assay consistently had an efficiency of 90 to 110% and a limit of quantification (LOQ) of 0.0125 pg for fucP and hpd#3, which is equivalent to 6 copies of H. influenzae DNA (corresponding to a limit of detection of a quantification cycle [Cq] value of 35).

TABLE 1.

Primers and probes used for duplex fucP/hpd#3 qPCR

Target gene Primer/probea Sequence (5′ to 3′) Fragment size (bp) Reference
fucP fucP Fwd GCCGCTTCTGAGGCTGG 68 20
fucP Rev AACGACATTACCAATCCGATGG
fucP probeb 6FAM-TCCATTACTGTTTGAAATAC-BHQ1
hpd hpd#3 Fwd GGTTAAATATGCCGATGGTGTTG 151 16
hpd#3 Rev TGCATCTTTACGCACGGTGTA
hpd#3 probec HEX-TTGTGTACACTCCGT/ZEN/TGGTAAAAGAACTTGCAC-3C6
a

Fwd, forward; Rev, reverse.

b

Probe was modified with a black hole quencher (BHQ-1) instead of the TaqMan MGB.

c

Probe was modified with a ZEN internal quencher instead of the BHQ internal quencher.

The fucP/hpd#3 qPCR assay was evaluated on 144 bacterial isolates comprising 94 NTHi, H. influenzae serotypes a to f (ATCC 9006, ATCC 10211, ATCC 9007, ATCC 9332, ATCC 8142, ATCC 9833), 28 H. haemolyticus (including ATCC 33390), 2 Haemophilus parainfluenzae (including ATCC 33392), 2 Haemophilus parahaemolyticus (ATCC 10014, ATCC 49700), Staphylococcus aureus (ATCC 25923), Aggregatibacter aphrophilus (ATCC 7901), Moraxella catarrhalis (ATCC 25138), Streptococcus pneumoniae (NCTC 7466), Pseudomonas aeruginosa (ATCC 27853), Neisseria meningitidis (ATCC 13090), Neisseria lactamica (ATCC 23970), Escherichia coli (ATCC 11775), Alloiococcus otitidis (ATCC 51267), Streptococcus oralis, Streptococcus mitis, and Streptococcus pyogenes (ATCC 19615). All NTHi and H. haemolyticus isolates were X factor- and V factor-dependent and were identified as either NTHi, H. haemolyticus, or fucose-negative NTHi by 16S (29), high-resolution melt hpd PCR (17), fucP PCR, or whole-genome sequencing (20). The bacterial isolates were cultured on suitable plate media for 24 h, and then 2 to 3 colonies were resuspended into 200 μl of RNase-free water (Sigma-Aldrich) and prepared as colony boils as previously described (17). The colony boils were diluted 1:10 in RNase-free water for use in the PCR assay. Of the 94 clinical NTHi isolates identified using standard microbiology techniques, 41 were isolated from NPS (30), 15 from MEE (30), 33 from blood, 1 from cerebrospinal fluid, and 4 from unknown clinical sites (kindly supplied by Daniel J. Morton).

Genomic DNA preparations from 80 clinical specimens (67 NPS and 13 MEE), of which 57 were culture positive for NTHi, were evaluated to compare H. influenzae quantification using the duplex fucP/hpd#3 qPCR assay with culture results (see Table 3). Collection, storage, and culture of the NPS and MEE used in this study have been described (30). Prior to DNA extraction, the specimens were thawed, vortexed thoroughly for 30 s, and centrifuged at 13,000 × g in DNA IQ spin baskets (Promega) to ensure maximum DNA recovery. The swabs were then removed from the NPS specimens, and the remaining material was centrifuged at 13,000 × g for 7 min. The supernatant was discarded, and DNA was extracted from the pellet using enzymatic extraction and the QIAamp DNA minikit (Qiagen) as previously described (31).

TABLE 3.

Comparison of NTHi culture and fucP/hpd#3 qPCR quantification in clinical specimens

Semiquantitative NTHi culture score (no.)a fucP/hpd#3 qPCR geometric mean quantity of DNA (pg/μl) (95% CIb)
+++ (8) 6.58 (−4.13 to 30.13)
++ (18) 1.45 (0.15 to 8.87)
+ (30) 0.18 (0.17 to 2.35)c
0 (23) 0.01 (−0.07 to 0.24)d
a

One culture-positive specimen was excluded from analysis as a semiquantitative culture was not recorded.

b

95% CI, 95% confidence interval.

c

Includes 2 H. influenzae culture-positive specimens that were less than the LOQ for both targets. Specimens in which both targets were not detected were assigned half of the LOQ for statistical analyses.

d

Two of the culture-negative specimens were qPCR positive.

The duplex fucP/hpd#3 qPCR was found to be 100% sensitive (95% CI, 96% to 100%), with all of the 100 H. influenzae isolates positive for at least one of the two genes (Table 2). When individual targets only were assessed, 83% of the H. influenzae isolates were positive for fucP and 99% were positive for the hpd gene (Table 2). Calculation of the specificity of the duplex fucP/hpd#3 qPCR was based on the 44 non-H. influenzae strains, where all 44 isolates were negative for both target genes, demonstrating 100% specificity (95% CI, 92% to 100%) for H. influenzae detection (Table 2).

TABLE 2.

Sensitivity and specificity for identification of H. influenzae isolates with duplex fucP/hpd#3 qPCR

PCR No. of true positives/total no. of positivesa Sensitivity (%) (95% CIb) No. of true negatives/total no. of negativesc Specificity (%) (95% CI)
fucP/hpd#3 100/100 100 (96–100) 44/44 100 (92–100)
fucP 83/100 83 (74–90) 44/44 100 (92–100)
hpd#3 99/100 99 (95–100) 44/44 100 (92–100)
a

Calculations include all H. influenzae strains.

b

95% CI, the 95% exact binomial confidence interval.

c

Calculations include all non-H. influenzae strains.

Of the 57 culture-positive specimens, 55 were positive in the fucP/hpd#3 qPCR assay (Table 3). Of the 23 specimens that were culture negative, 2 were positive by the fucP/hpd#3 qPCR. Assuming culture to be the current gold standard for NTHi detection, the sensitivity of the fucP/hpd#3 duplex assay for NTHi detection in clinical specimens was 96% (95% CI, 88% to 100%), and the specificity was 91% (95% CI, 72% to 99%). When a specimen was positive for both qPCR targets, the geometric mean DNA concentrations (picograms per milliliter) for fucP and hpd#3 were calculated (although the DNA concentrations were usually similar for both targets). If one target gene was below the LOQ, thus indicating a fucP- or hpd#3-negative strain, then the quantity of H. influenzae in the sample was based on the positive gene only. The cultures for 79/80 specimens were semiquantitatively scored as +, ++, and +++, which corresponded to <103, 103 to 104, and ≥104 CFU/ml. A strong correlation between NTHi densities determined by duplex qPCR and semiquantitative culture of the specimens was observed, as determined by the Spearman rho (r = 0.825; P < 0.001).

Within the 57 H. influenzae qPCR-positive specimens, 5 (9%) were negative for the fucP gene and 4 (7%) were negative for the hpd gene (all from NPS specimens). Duplex qPCR analysis of “culture-defined” NTHi isolates from 8 of the 9 specimens (1 was culture negative) identified to contain variant H. influenzae strains revealed a 50% concordance between isolate identification and specimen identification, with isolates from 3 out of 5 specimens identified as fucP-negative NTHi and 1 out of 3 specimens as hpd-negative NTHi. This concordance would probably increase if >2 isolates were examined per specimen. Molecular analysis of 2 culture-defined NTHi isolates from each of the 2 culture-positive (<103 CFU/ml) but qPCR-negative specimens confirmed that the isolates were H. influenzae and both targets were present. It is surprising that the qPCR did not identify H. influenzae in these 2 specimens, but possibly the H. influenzae density was very low. The 2 culture-negative/qPCR-positive specimens were from children who were currently taking or had recently received antibiotics.

As the duplex qPCR can distinguish variant H. influenzae strains within clinical specimens, it is suitable for use in determining the frequency at which fucose-negative and protein D-negative H. influenzae strains occur within populations. Such an assay is useful for determining the clinical relevance of these variant strains and, in the case of the hpd-negative isolates, for determining whether there is selective pressure from the PHiD-CV vaccine.

Development of a rapid and reliable method for distinguishing H. influenzae from related species is important for surveillance and diagnosis of H. influenzae disease. A single-target PCR assay cannot reliably identify H. influenzae. We have therefore developed a duplex fucP/hpd#3 qPCR assay with high sensitivity and specificity that can accurately quantify H. influenzae in clinical samples. This fucP/hpd#3 qPCR has the potential to play an important role in clinical diagnostics and carriage surveillance of H. influenzae in addition to evaluation of preventative therapies for NTHi disease.

ACKNOWLEDGMENTS

We thank the staff at PathWest Laboratory Medicine, particularly Jacinta Bowman and Anthony Keil, for culture of the clinical specimens and provision of multiple bacterial species. We also thank Daniel J. Morton from the University of Oklahoma Health Services Centre for provision of H. haemolyticus isolates.

REFERENCES

  • 1.Agrawal A, Murphy TF. 2011. Haemophilus influenzae infections in the H. influenzae type b conjugate vaccine era. J Clin Microbiol 49:3728–3732. doi: 10.1128/JCM.05476-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Brook I, Foote PA, Hausfeld JN. 2006. Frequency of recovery of pathogens causing acute maxillary sinusitis in adults before and after introduction of vaccination of children with the 7-valent pneumococcal vaccine. J Med Microbiol 55:943–946. doi: 10.1099/jmm.0.46346-0. [DOI] [PubMed] [Google Scholar]
  • 3.Coker TR, Chan LS, Newberry SJ, Limbos MA, Suttorp MJ, Shekelle PG, Takata GS. 2010. Diagnosis, microbial epidemiology, and antibiotic treatment of acute otitis media in children: a systematic review. JAMA 304:2161–2169. doi: 10.1001/jama.2010.1651. [DOI] [PubMed] [Google Scholar]
  • 4.Sethi S, Murphy TF. 2008. Infection in the pathogenesis and course of chronic obstructive pulmonary disease. N Engl J Med 359:2355–2365. doi: 10.1056/NEJMra0800353. [DOI] [PubMed] [Google Scholar]
  • 5.Leibovitz E, Jacobs MR, Dagan R. 2004. Haemophilus influenzae: a significant pathogen in acute otitis media. Pediatr Infect Dis J 23:1142–1152. [PubMed] [Google Scholar]
  • 6.Van Eldere J, Slack MP, Ladhani S, Cripps AW. 2014. Non-typeable Haemophilus influenzae, an under-recognised pathogen. Lancet Infect Dis 14:1281–1292. doi: 10.1016/S1473-3099(14)70734-0. [DOI] [PubMed] [Google Scholar]
  • 7.Anderson R, Wang X, Briere EC, Katz LS, Cohn AC, Clark TA, Messonnier NE, Mayer LW. 2012. Haemophilus haemolyticus isolates causing clinical disease. J Clin Microbiol 50:2462–2465. doi: 10.1128/JCM.06575-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Pickering J, Richmond PC, Kirkham LA. 2014. Molecular tools for differentiation of non-typeable Haemophilus influenzae from Haemophilus haemolyticus. Front Microbiol 5:664. doi: 10.3389/fmicb.2014.00664. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Murphy TF, Brauer AL, Sethi S, Kilian M, Cai X, Lesse AJ. 2007. Haemophilus haemolyticus: a human respiratory tract commensal to be distinguished from Haemophilus influenzae. J Infect Dis 195:81–89. doi: 10.1086/509824. [DOI] [PubMed] [Google Scholar]
  • 10.Nørskov-Lauritsen N, Overballe MD, Kilian M. 2009. Delineation of the species Haemophilus influenzae by phenotype, multilocus sequence phylogeny, and detection of marker genes. J Bacteriol 191:822–831. doi: 10.1128/JB.00782-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Abdeldaim GM, Stralin K, Kirsebom LA, Olcen P, Blomberg J, Herrmann B. 2009. Detection of Haemophilus influenzae in respiratory secretions from pneumonia patients by quantitative real-time polymerase chain reaction. Diagn Microbiol Infect Dis 64:366–373. doi: 10.1016/j.diagmicrobio.2009.03.030. [DOI] [PubMed] [Google Scholar]
  • 12.Theodore MJ, Anderson RD, Wang X, Katz LS, Vuong JT, Bell ME, Juni BA, Lowther SA, Lynfield R, MacNeil JR, Mayer LW. 2012. Evaluation of new biomarker genes for differentiating Haemophilus influenzae from Haemophilus haemolyticus. J Clin Microbiol 50:1422–1424. doi: 10.1128/JCM.06702-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Binks MJ, Temple B, Kirkham LA, Wiertsema SP, Dunne EM, Richmond PC, Marsh RL, Leach AJ, Smith-Vaughan HC. 2012. Molecular surveillance of true nontypeable Haemophilus influenzae: an evaluation of PCR screening assays. PLoS One 7:e34083. doi: 10.1371/journal.pone.0034083. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.McCrea KW, Xie J, LaCross N, Patel M, Mukundan D, Murphy TF, Marrs CF, Gilsdorf JR. 2008. Relationships of nontypeable Haemophilus influenzae strains to hemolytic and nonhemolytic Haemophilus haemolyticus strains. J Clin Microbiol 46:406–416. doi: 10.1128/JCM.01832-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Chang A, Adlowitz DG, Yellamatty E, Pichichero M. 2010. Haemophilus influenzae outer membrane protein P6 molecular characterization may not differentiate all strains of H. influenzae from H. haemolyticus. J Clin Microbiol 48:3756–3757. doi: 10.1128/JCM.01255-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Wang X, Mair R, Hatcher C, Theodore MJ, Edmond K, Wu HM, Harcourt BH, Carvalho Mda G, Pimenta F, Nymadawa P, Altantsetseg D, Kirsch M, Satola SW, Cohn A, Messonnier NE, Mayer LW. 2011. Detection of bacterial pathogens in Mongolia meningitis surveillance with a new real-time PCR assay to detect Haemophilus influenzae. Int J Med Microbiol 301:303–309. doi: 10.1016/j.ijmm.2010.11.004. [DOI] [PubMed] [Google Scholar]
  • 17.Pickering J, Binks MJ, Beissbarth J, Hare KM, Kirkham LA, Smith-Vaughan H. 2014. A PCR-high-resolution melt assay for rapid differentiation of nontypeable Haemophilus influenzae and Haemophilus haemolyticus. J Clin Microbiol 52:663–667. doi: 10.1128/JCM.02191-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Abdeldaim GM, Stralin K, Olcen P, Blomberg J, Molling P, Herrmann B. 2013. Quantitative fucK gene polymerase chain reaction on sputum and nasopharyngeal secretions to detect Haemophilus influenzae pneumonia. Diagn Microbiol Infect Dis 76:141–146. doi: 10.1016/j.diagmicrobio.2013.02.015. [DOI] [PubMed] [Google Scholar]
  • 19.Nørskov-Lauritsen N. 2009. Detection of cryptic genospecies misidentified as Haemophilus influenzae in routine clinical samples by assessment of marker genes fucK, hap, and sodC. J Clin Microbiol 47:2590–2592. doi: 10.1128/JCM.00013-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Price EP, Sarovich DS, Nosworthy E, Beissbarth J, Marsh RL, Pickering J, Kirkham LA, Keil AD, Chang AB, Smith-Vaughan HC. 2015. Haemophilus influenzae: using comparative genomics to accurately identify a highly recombinogenic human pathogen. BMC Genomics 16:641. doi: 10.1186/s12864-015-1857-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Ridderberg W, Fenger MG, Norskov-Lauritsen N. 2010. Haemophilus influenzae may be untypable by the multilocus sequence typing scheme due to a complete deletion of the fucose operon. J Med Microbiol 59:740–742. doi: 10.1099/jmm.0.018424-0. [DOI] [PubMed] [Google Scholar]
  • 22.Shuel ML, Karlowsky KE, Law DK, Tsang RS. 2011. Nonencapsulated or nontypeable Haemophilus influenzae are more likely than their encapsulated or serotypeable counterparts to have mutations in their fucose operon. Can J Microbiol 57:982–986. doi: 10.1139/w11-017. [DOI] [PubMed] [Google Scholar]
  • 23.de Gier C, Kirkham LA, Nørskov-Lauritsen N. 2015. Complete deletion of the fucose operon in Haemophilus influenzae is associated with a cluster in multilocus sequence analysis-based phylogenetic group II related to Haemophilus haemolyticus: implications for identification and typing. J Clin Microbiol 53:3773–3778. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Croxtall JD, Keating GM. 2009. Pneumococcal polysaccharide protein D-conjugate vaccine (Synflorix; PHiD-CV). Paediatr Drugs 11:349–357. doi: 10.2165/11202760-000000000-00000. [DOI] [PubMed] [Google Scholar]
  • 25.Hare KM, Binks MJ, Grimwood K, Chang AB, Leach AJ, Smith-Vaughan H. 2012. Culture and PCR detection of Haemophilus influenzae and Haemophilus haemolyticus in Australian indigenous children with bronchiectasis. J Clin Microbiol 50:2444–2445. doi: 10.1128/JCM.00566-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Smith-Vaughan HC, Chang AB, Sarovich DS, Marsh RL, Grimwood K, Leach AJ, Morris PS, Price EP. 2014. Absence of an important vaccine and diagnostic target in carriage- and disease-related nontypeable Haemophilus influenzae. Clin Vaccine Immunol 21:250–252. doi: 10.1128/CVI.00632-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Bakaletz LO, Tallan BM, Hoepf T, DeMaria TF, Birck HG, Lim DJ. 1988. Frequency of fimbriation of nontypable Haemophilus influenzae and its ability to adhere to chinchilla and human respiratory epithelium. Infect Immun 56:331–335. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Harrison A, Dyer DW, Gillaspy A, Ray WC, Mungur R, Carson MB, Zhong H, Gipson J, Gipson M, Johnson LS, Lewis L, Bakaletz LO, Munson RS Jr. 2005. Genomic sequence of an otitis media isolate of nontypeable Haemophilus influenzae: comparative study with H. influenzae serotype d, strain KW20. J Bacteriol 187:4627–4636. doi: 10.1128/JB.187.13.4627-4636.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Kirkham LA, Wiertsema SP, Mowe EN, Bowman JM, Riley TV, Richmond PC. 2010. Nasopharyngeal carriage of Haemophilus haemolyticus in otitis-prone and healthy children. J Clin Microbiol 48:2557–2559. doi: 10.1128/JCM.00069-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Wiertsema SP, Kirkham LA, Corscadden KJ, Mowe EN, Bowman JM, Jacoby P, Francis R, Vijayasekaran S, Coates HL, Riley TV, Richmond P. 2011. Predominance of nontypeable Haemophilus influenzae in children with otitis media following introduction of a 3+0 pneumococcal conjugate vaccine schedule. Vaccine 29:5163–5170. doi: 10.1016/j.vaccine.2011.05.035. [DOI] [PubMed] [Google Scholar]
  • 31.Smith-Vaughan H, Byun R, Nadkarni M, Jacques NA, Hunter N, Halpin S, Morris PS, Leach AJ. 2006. Measuring nasal bacterial load and its association with otitis media. BMC Ear Nose Throat Disord 6:10. doi: 10.1186/1472-6815-6-10. [DOI] [PMC free article] [PubMed] [Google Scholar]

Articles from Journal of Clinical Microbiology are provided here courtesy of American Society for Microbiology (ASM)

RESOURCES