Molecular Characterization of the Middle Ear Microbiome in Pediatric Otitis Media with Effusion: Diagnostic and Clinical Implications
Abstract
1. Introduction
2. Materials and Methods
3. Current Management of Pediatric OME
3.1. The Natural Course of OME
3.2. Pharmacological Treatments
3.3. Surgical Interventions
4. The Middle Ear Microbiome and 16S rRNA as a Novel Diagnostic Approach in Otitis Media with Effusion (OME)
4.1. The Role of NGS and 16S rRNA in Analyzing the Middle Ear Microbiome
- Sample Collection—Collect samples such as stool, oral swabs, nasal swabs, or other biological materials containing microbial communities.
- DNA Extraction—Isolate total DNA from microbial samples through lysis, purification, and removal of inhibitors.
- PCR Amplification—Amplify the 16S rRNA gene using PCR primers targeting conserved regions flanking variable regions of the gene.
- Library Preparation—Add sequencing adapters and unique barcodes to PCR products, then pool, clean, and quantify the DNA library.
- DNA Sequencing (NGS)—Sequence the amplicons on a NGS platform such as Illumina MiSeq, generating millions of reads.
- Bioinformatics Analysis—processing sequencing data to identify and compare bacterial taxa within the sample.
4.2. Does the Healthy Middle Ear Possess a Microbiome?
4.3. Sources of Bacteria in OME: A Pathogenesis Model
4.4. Characterization of the Microbiome in Pediatric OME
5. Clinical Potential Arising from Discoveries Enabled by Molecular Diagnostic Techniques
6. Limitations
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| 16S rRNA | 16S ribosomal ribonucleic acid |
| AOM | acute otitis media |
| ASV | amplicon sequence variant |
| CFU | colony-forming units |
| CLSM | confocal laser scanning microscopy |
| COME | chronic otitis media with effusion |
| CTAB | cetyltrimethylammonium bromide |
| DADA2 | Divisive Amplicon Denoising Algorithm 2 |
| DESeq2 | Differential Expression Analysis for Sequence Count Data 2 |
| DNA | deoxyribonucleic acid |
| EAC | external auditory canal |
| FISH | fluorescence in situ hybridization |
| GER | gastroesophageal reflux |
| GERD | gastroesophageal reflux disease |
| LEfSE | linear discriminant analysis effect size |
| LGG | Lactobacillus rhamnosus GG |
| M. catarrhalis | Moraxella catarrhalis |
| MEC | middle ear cavity |
| MEE | middle ear effusion |
| MEF | middle ear fluid |
| NCBI | National Center for Biotechnology Information |
| NGS | next-generation sequencing |
| NICE | National Institute for Health and Care Excellence |
| NP | nasopharynx |
| OM | otitis media |
| OME | otitis media with effusion |
| OTU | operational taxonomic unit |
| PCV | pneumococcal conjugate vaccine |
| PCV10 | 10-valent pneumococcal conjugate vaccine |
| PCR | polymerase chain reaction |
| PERMANOVA | permutational multivariate analysis of variance |
| PFGE | pulsed-field gel electrophoresis |
| PICRUSt2 | Phylogenetic Investigation of Communities by Reconstruction of Unobserved States 2 |
| PRISMA | Preferred Reporting Items for Systematic Reviews and Meta-Analyses |
| PRISMA-ScR | Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews |
| qPCR | quantitative polymerase chain reaction |
| QIIME | Quantitative Insights Into Microbial Ecology |
| rAOM | recurrent acute otitis media |
| ROM | recurrent otitis media |
| SDB | sleep-disordered breathing |
| SILVA | ribosomal RNA gene database |
| UPARSE | USEARCH-based sequence analysis pipeline |
| USA | United States of America |
| UniFrac | unique fraction metric |
| VT | ventilation tube |
References
- Hidaka, H.; Ito, M.; Ikeda, R.; Kamide, Y.; Kuroki, H.; Nakano, A.; Yoshida, H.; Takahashi, H.; Iino, Y.; Harabuchi, Y.; et al. Clinical practice guidelines for the diagnosis and management of otitis media with effusion (OME) in children in Japan-2022 update. Auris Nasus Larynx 2023, 50, 655–699. [Google Scholar] [CrossRef] [PubMed]
- Ikeda, R.; Hidaka, H.; Ito, M.; Kamide, Y.; Kuroki, H.; Nakano, A.; Yoshida, H.; Takahashi, H.; Iino, Y.; Harabuchi, Y.; et al. Pharmacotherapy focusing on for the management of otitis media with effusion in children: Systematic review and meta-analysis. Auris Nasus Larynx 2022, 49, 748–754. [Google Scholar] [CrossRef]
- Dong, L.; Jin, Y.; Dong, W.; Jiang, Y.; Li, Z.; Su, K.; Yu, D. Trends in the incidence and burden of otitis media in children: A global analysis from 1990 to 2021. Eur. Arch. Oto-Rhino-Laryngol. 2025, 282, 2959–2970. [Google Scholar] [CrossRef]
- Jo, J.-W.; Kim, S.K.; Byun, J.Y.; Hong, S.M.; Kim, B.-S. The association between the adenoid microbiome and chronic otitis media with effusion in children differs according to age. Front. Cell. Infect. Microbiol. 2025, 15, 1660939. [Google Scholar] [CrossRef]
- Zhang, L.; Lu, X.; Zheng, Y.; Na, R.; Sang, J.; Jin, L. Multi-feature machine learning classification of sonotubometry for eustachian tube dysfunction assessment. Hear. Res. 2026, 469, 109479. [Google Scholar] [CrossRef]
- Hu, R.; Xia, L.; Shi, C.; Zhou, Y.; Guo, X. Otitis media with effusion in preschool children with adenoid hypertrophy: Risk factors and nursing care. Nurs. Open 2024, 11, e2165. [Google Scholar] [CrossRef]
- Fekete, S.; Juhász, J.; Makra, N.; Dunai, Z.A.; Kristóf, K.; Ostorházi, E.; Tamas, L.; Szabó, D.; Kecskeméti, N.; Polony, G. Characterization of middle ear microbiome in otitis media with effusion in Hungarian children: Alloiococcus otitidis may potentially hamper the microbial diversity. Heliyon 2024, 10, e39380. [Google Scholar] [CrossRef]
- Restuti, R.D.; Tamin, S.; Nugroho, D.A.; Hutauruk, S.M.; Mansyur, M. Factors affecting the occurrence of otitis media with effusion in preschool and elementary school children: A comparative cross-sectional study. BMJ Open 2022, 12, e065291. [Google Scholar] [CrossRef]
- Aboueisha, M.A.; Attia, A.S.; McCoul, E.D.; Carter, J. Efficacy and safety of balloon dilation of eustachian tube in children: Systematic review and meta-analysis. Int. J. Pediatr. Otorhinolaryngol. 2022, 154, 111048. [Google Scholar] [CrossRef] [PubMed]
- Mierzwiński, J.; Tyra, J.; Szydłowski, J.; Bielecki, I.; Zawadzka-Głos, L.; Konopka, W. Polish national guidelines for the diagnosis and treatment of chronic otitis media with effusion in children. Otolaryngol. Pol. 2023, 77, 7. [Google Scholar] [CrossRef] [PubMed]
- National Institute for Health and Care Excellence (Great Britain) (Ed.) Otitis Media with Effusion in Under 12s; NICE guideline; no. 233; National Institute for Health and Care Excellence (NICE): London, UK, 2023; p. 1. [Google Scholar]
- Venekamp, R.P.; Burton, M.J.; Van Dongen, T.M.; Van Der Heijden, G.J.; Van Zon, A.; Schilder, A.G. Antibiotics for otitis media with effusion in children. Cochrane Database Syst. Rev. 2016, 2016, CD009163. [Google Scholar] [CrossRef] [PubMed]
- Roditi, R.E.; Liu, C.C.; Bellmunt, A.M.; Rosenfeld, R.M.; Shin, J.J. Oral Antibiotic Use for Otitis Media with Effusion: Ongoing Opportunities for Quality Improvement. Otolaryngol. Neck Surg. 2016, 154, 797–803. [Google Scholar] [CrossRef] [PubMed]
- Weng, Y.; Wu, Y.; Hao, C.; Chu, Y.; Qian, X. Efficacy of combined tympanostomy tube insertion and adenoidectomy in the treatment of otitis media with effusion in children. Pak. J. Med. Sci. 2024, 40, 2577–2582. [Google Scholar] [CrossRef]
- Skarzynska, M.B.; Gos, E.; Czajka, N.; Sanfis, M.D.; Skarzynski, P.H. Effectiveness of Surgical Approach of Insertion Ventilation Tubes (Tympanostomy) and Adenoidectomy in Comparison with Non-Surgical Approach (Watchful Waiting Approach) in Children at the Age between 1 and 6 and Who Suffer from Otitis Media with Effusion (OME) in 12-Month Period of Observation-The Retrospective Analysis. Int. J. Environ. Res. Public Health 2021, 18, 12502. [Google Scholar] [CrossRef]
- MacKeith, S.; Mulvaney, C.A.; Galbraith, K.; Webster, K.E.; Connolly, R.; Paing, A.; Marom, T.; Daniel, M.; Venekamp, R.P.; Rovers, M.M.; et al. Ventilation tubes (grommets) for otitis media with effusion (OME) in children. Cochrane Database Syst. Rev. 2023, 11, CD015215. [Google Scholar] [CrossRef]
- MacKeith, S.; Mulvaney, C.A.; Galbraith, K.; Webster, K.E.; Paing, A.; Connolly, R.; Marom, T.; Daniel, M.; Venekamp, R.P.; Schilder, A.G. Adenoidectomy for otitis media with effusion (OME) in children. Cochrane Database Syst. Rev. 2023, 2023, CD015252. [Google Scholar] [CrossRef]
- Tian, X.; Liu, Y.; Wang, M.; Liu, H. A systematic review of adenoidectomy in the treatment of otitis media with effusion in children. Lin Chuang Er Bi Yan Hou Tou Jing Wai Ke Za Zhi 2014, 29, 723–725. [Google Scholar] [PubMed]
- Weinstock, G.M. Genomic approaches to studying the human microbiota. Nature 2012, 489, 250–256. [Google Scholar] [CrossRef]
- Sillanpää, S.; Kramna, L.; Oikarinen, S.; Sipilä, M.; Rautiainen, M.; Aittoniemi, J.; Laranne, J.; Hyöty, H.; Cinek, O. Next-Generation Sequencing Combined with Specific PCR Assays To Determine the Bacterial 16S rRNA Gene Profiles of Middle Ear Fluid Collected from Children with Acute Otitis Media. mSphere 2017, 2, e00006-17. [Google Scholar] [CrossRef]
- Andersen, C.; Bergholt, B.; Ridderberg, W.; Nørskov-Lauritsen, N. Culture on Selective Media and Amplicon-Based Sequencing of 16S rRNA from Spontaneous Brain Abscess-the View from the Diagnostic Laboratory. Microbiol. Spectr. 2022, 10, e0240721. [Google Scholar] [CrossRef]
- Muhamad Rizal, N.S.; Neoh, H.-M.; Ramli, R.; Periyasamy, P.R.; Hanafiah, A.; Abdul Samat, M.N.; Tan, T.L.; Wong, K.K.; Nathan, S.; Chieng, S.; et al. Advantages and Limitations of 16S rRNA Next-Generation Sequencing for Pathogen Identification in the Diagnostic Microbiology Laboratory: Perspectives from a Middle-Income Country. Diagnostics 2020, 10, 816. [Google Scholar] [CrossRef] [PubMed]
- Lappan, R.; Imbrogno, K.; Sikazwe, C.; Anderson, D.; Mok, D.; Coates, H.; Vijayasekaran, S.; Bumbak, P.; Blyth, C.C.; Jamieson, S.E.; et al. A microbiome case-control study of recurrent acute otitis media identified potentially protective bacterial genera. BMC Microbiol. 2018, 18, 13. [Google Scholar] [CrossRef] [PubMed]
- Walker, R.E.; Walker, C.G.; Camargo, C.A.; Bartley, J.; Flint, D.; Thompson, J.M.D.; Mitchell, E.A. Nasal microbial composition and chronic otitis media with effusion: A case-control study. PLoS ONE 2019, 14, e0212473. [Google Scholar] [CrossRef]
- Karstens, L.; Asquith, M.; Davin, S.; Fair, D.; Gregory, W.T.; Wolfe, A.J.; Braun, J.; McWeeney, S. Controlling for Contaminants in Low-Biomass 16S rRNA Gene Sequencing Experiments. mSystems 2019, 4, e00290-19. [Google Scholar] [CrossRef]
- Glassing, A.; Dowd, S.E.; Galandiuk, S.; Davis, B.; Chiodini, R.J. Inherent bacterial DNA contamination of extraction and sequencing reagents may affect interpretation of microbiota in low bacterial biomass samples. Gut Pathog. 2016, 8, 24. [Google Scholar] [CrossRef]
- Jervis-Bardy, J.; Leong, L.E.X.; Papanicolas, L.E.; Ivey, K.L.; Chawla, S.; Woods, C.M.; Frauenfelder, C.; Ooi, E.H.; Rogers, G.B. Examining the Evidence for an Adult Healthy Middle Ear Microbiome. mSphere 2019, 4, e00456-19. [Google Scholar] [CrossRef]
- Goldstein, E.J.C.; Murphy, T.F.; Parameswaran, G.I. Moraxella catarrhalis, a Human Respiratory Tract Pathogen. Clin. Infect. Dis. 2009, 49, 124–131. Available online: https://academic.oup.com/cid/article-abstract/49/1/124/371116?redirectedFrom=fulltext (accessed on 30 November 2025). [CrossRef]
- Chan, C.L.; Wabnitz, D.; Bassiouni, A.; Wormald, P.-J.; Vreugde, S.; Psaltis, A.J. Identification of the Bacterial Reservoirs for the Middle Ear Using Phylogenic Analysis. JAMA Otolaryngol. Neck Surg. 2017, 143, 155. [Google Scholar] [CrossRef]
- Runge, A.; Straif, S.; Banki, Z.; Borena, W.; Muellauer, B.; Brunner, J.; Gottfried, T.; Schmutzhard, J.; Dudas, J.; Risslegger, B.; et al. Viral infection in chronic otitis media with effusion in children. Front. Pediatr. 2023, 11, 1124567. [Google Scholar] [CrossRef] [PubMed]
- Rezes, S.; Söderlund-Venermo, M.; Roivainen, M.; Kemppainen, K.; Szabó, Z.; Sziklai, I.; Pitkäranta, A. Human bocavirus and rhino-enteroviruses in childhood otitis media with effusion. J. Clin. Virol. 2009, 46, 234–237. [Google Scholar] [CrossRef]
- Durmaz, R.; Durmaz, B.; Arı, O.; Abdulmajed, O.; Çelik, S.; Kalcıoğlu, M.T. Mycobiome in the Middle Ear Cavity with and Without Otitis Media with Effusion. Turk. Arch. Otorhinolaryngol. 2021, 59, 261–270. [Google Scholar] [CrossRef]
- Kielbik, K.; Pietras, A.; Jablonska, J.; Bakiera, A.; Borek, A.; Niedzielska, G.; Grzegorczyk, M.; Grywalska, E.; Korona-Glowniak, I. Impact of Pneumococcal Vaccination on Nasopharyngeal Carriage of Streptococcus pneumoniae and Microbiota Profiles in Preschool Children in South East Poland. Vaccines 2022, 10, 791. [Google Scholar] [CrossRef] [PubMed]
- Salgado, V.R.; Fukutani, K.F.; Fukutani, E.; Lima, J.V.; Rossi, E.A.; Barral, A.; De Oliveira, C.I.; Nascimento-Carvalho, C.; Van Weyenbergh, J.; Queiroz, A.T.L. Effects of 10-valent pneumococcal conjugate (PCV10) vaccination on the nasopharyngeal microbiome. Vaccine 2020, 38, 1436–1443. [Google Scholar] [CrossRef]
- Toizumi, M.; Satoh, C.; Quilty, B.J.; Nguyen, H.A.T.; Madaniyazi, L.; Le, L.T.; Ng, C.F.S.; Hara, M.; Iwasaki, C.; Takegata, M.; et al. Effect of pneumococcal conjugate vaccine on prevalence of otitis media with effusion among children in Vietnam. Vaccine 2022, 40, 5366–5375. [Google Scholar] [CrossRef] [PubMed]
- Kim, S.K.; Hong, S.J.; Pak, K.H.; Hong, S.M. Analysis of the Microbiome in the Adenoids of Korean Children with Otitis Media with Effusion. J. Int. Adv. Otol. 2019, 15, 379–385. [Google Scholar] [CrossRef]
- Jervis-Bardy, J.; Rogers, G.B.; Morris, P.S.; Smith-Vaughan, H.C.; Nosworthy, E.; Leong, L.E.X.; Smith, R.J.; Weyrich, L.S.; De Haan, J.; Carney, A.S.; et al. The microbiome of otitis media with effusion in Indigenous Australian children. Int. J. Pediatr. Otorhinolaryngol. 2015, 79, 1548–1555. [Google Scholar] [CrossRef] [PubMed]
- Ari, O.; Karabudak, S.; Kalcioglu, M.T.; Gunduz, A.Y.; Durmaz, R. The bacteriome of otitis media with effusion: Does it originate from the adenoid? Int. J. Pediatr. Otorhinolaryngol. 2019, 126, 109624. [Google Scholar] [CrossRef]
- Enoksson, F.; Ruiz Rodriguez, A.; Peno, C.; Balcazar Lopez, C.; Tjernström, F.; Bogaert, D.; Hakansson, A.P.; Bergenfelz, C. Niche- and Gender-Dependent Immune Reactions in Relation to the Microbiota Profile in Pediatric Patients with Otitis Media with Effusion. Infect. Immun. 2020, 88, e00147-20. [Google Scholar] [CrossRef]
- Sokolovs-Karijs, O.; Brīvība, M.; Saksis, R.; Rozenberga, M.; Girotto, F.; Osīte, J.; Reinis, A.; Sumeraga, G.; Krūmiņa, A. Identifying the Microbiome of the Adenoid Surface of Children Suffering from Otitis Media with Effusion and Children without Middle Ear Effusion Using 16S rRNA Genetic Sequencing. Microorganisms 2023, 11, 1955. [Google Scholar] [CrossRef]
- Topcuoglu, N.; Keskin, F.; Ciftci, S.; Paltura, C.; Kulekci, M.; Ustek, D.; Kulekci, G. Relationship between Oral Anaerobic Bacteria and Otitis Media with Effusion. Int. J. Med. Sci. 2012, 9, 256–261. [Google Scholar] [CrossRef]
- Hashim, N.D.; Lee Lee, C.; Yazid, F. Integrated Health Solutions: Addressing the Co-occurrence of Otitis Media With Effusion and Early Childhood Caries in Preschool Children. Cureus 2024, 16, e68006. [Google Scholar] [CrossRef]
- Jalali, M.M.; Habibi, A.F.; Ramezani, H. Evaluation of the association between dental caries status and middle ear effusion in preschool children in Rasht City. Sci. J. Kurd. Univ. Med. Sci. 2019, 24, 116–124. [Google Scholar] [CrossRef]
- Agirdir, B.V.; Bozova, S.; Derin, A.T.; Turhan, M. Chronic otitis media with effusion and Helicobacter pylori. Int. J. Pediatr. Otorhinolaryngol. 2006, 70, 829–834. [Google Scholar] [CrossRef] [PubMed]
- Damghani, M.A.; Dehghan, E. Is there any association between Helicobacter pylori and otitis media with effusion? Braz. J. Otorhinolaryngol. 2020, 86, 217–221. [Google Scholar] [CrossRef]
- Mel-Hennawi, D.; Ahmed, M.R. Outcome evaluation of clarithromycin, metronidazole and lansoprazole regimens in Helicobacter pylori positive or negative children with resistant otitis media with effusion. J. Laryngol. Otol. 2015, 129, 1069–1072. [Google Scholar] [CrossRef]
- Gunduz, A.Y.; Kalcioglu, M.T.; Celik, S.; Ari, O.; Durmaz, R. Does Helicobacter pylori have a role in the pathogenesis of otitis media with effusion, or is it a fallacy? Eur. Arch. Oto-Rhino-Laryngol. 2025, 282, 3561–3569. [Google Scholar] [CrossRef]
- Klokkenburg, J.J.C.; Hoeve, H.L.J.; Francke, J.; Wieringa, M.H.; Borgstein, J.; Feenstra, L. Bile acids identified in middle ear effusions of children with otitis media with effusion. Laryngoscope 2009, 119, 396–400. [Google Scholar] [CrossRef]
- He, Z.; O’Reilly, R.C.; Mehta, D. Gastric pepsin in middle ear fluid of children with otitis media: Clinical implications. Curr. Allergy Asthma Rep. 2008, 8, 513–518. [Google Scholar] [CrossRef]
- He, Z.; O’Reilly, R.C.; Bolling, L.; Soundar, S.; Shah, M.; Cook, S.; Schmidt, R.J.; Bloedon, E.; Mehta, D.I. Detection of Gastric Pepsin in Middle Ear Fluid of Children with Otitis Media. Otolaryngol. Neck Surg. 2007, 137, 59–64. [Google Scholar] [CrossRef] [PubMed]
- Fancy, T.; Mathers, P.H.; Ramadan, H.H. Otitis media with effusion: A possible role for Helicobacter pylori? Otolaryngol. Neck Surg. 2009, 140, 256–258. [Google Scholar] [CrossRef] [PubMed]
- Boers, S.A.; de Zeeuw, M.; Jansen, R.; van der Schroeff, M.P.; van Rossum, A.M.C.; Hays, J.P.; Verhaegh, S.J.C. Characterization of the nasopharyngeal and middle ear microbiota in gastroesophageal reflux-prone versus gastroesophageal reflux non-prone children. Eur. J. Clin. Microbiol. Infect. Dis. 2018, 37, 851–857. [Google Scholar] [CrossRef]
- Niedzielski, A.; Chmielik, L.P.; Stankiewicz, T. The Formation of Biofilm and Bacteriology in Otitis Media with Effusion in Children: A Prospective Cross-Sectional Study. Int. J. Environ. Res. Public Health 2021, 18, 3555. [Google Scholar] [CrossRef] [PubMed]
- Kolbe, A.R.; Castro-Nallar, E.; Preciado, D.; Pérez-Losada, M. Altered Middle Ear Microbiome in Children With Chronic Otitis Media With Effusion and Respiratory Illnesses. Front. Cell. Infect. Microbiol. 2019, 9, 339. [Google Scholar] [CrossRef] [PubMed]
- Krueger, A.; Val, S.; Pérez-Losada, M.; Panchapakesan, K.; Devaney, J.; Duah, V.; DeMason, C.; Poley, M.; Rose, M.; Preciado, D. Relationship of the Middle Ear Effusion Microbiome to Secretory Mucin Production in Pediatric Patients With Chronic Otitis Media. Pediatr. Infect. Dis. J. 2017, 36, 635–640. [Google Scholar] [CrossRef]
- Xu, J.; Dai, W.; Liang, Q.; Ren, D. The microbiomes of adenoid and middle ear in children with otitis media with effusion and hypertrophy from a tertiary hospital in China. Int. J. Pediatr. Otorhinolaryngol. 2020, 134, 110058. [Google Scholar] [CrossRef] [PubMed]
- Jörissen, J.; Van Den Broek, M.F.L.; De Boeck, I.; Van Beeck, W.; Wittouck, S.; Boudewyns, A.; Van De Heyning, P.; Topsakal, V.; Van Rompaey, V.; Wouters, I.; et al. Case-Control Microbiome Study of Chronic Otitis Media with Effusion in Children Points at Streptococcus salivarius as a Pathobiont-Inhibiting Species. mSystems 2021, 6, e00056-21. [Google Scholar] [CrossRef]
- Huang, C.-C.; Chang, T.-H.; Lee, C.-Y.; Wu, P.-W.; Chen, C.-L.; Lee, T.-J.; Liou, M.-L.; Chiu, C.-H. Tissue microbiota in nasopharyngeal adenoid and its association with pneumococcal carriage. Microb. Pathog. 2021, 157, 104999. [Google Scholar] [CrossRef]
- Sokolovs-Karijs, O.; Brīvība, M.; Saksis, R.; Rozenberga, M.; Bunka, L.; Girotto, F.; Osīte, J.; Reinis, A.; Sumeraga, G.; Krūmiņa, A. Comparing the Microbiome of the Adenoids in Children with Secretory Otitis Media and Children without Middle Ear Effusion. Microorganisms 2024, 12, 1523. [Google Scholar] [CrossRef]
- Göçer, S.; Arı, O.; Göçer, C.; Durmaz, R. Metagenomic analysis of the middle ear microbiome: A next-generation sequencing approach in pediatric patients with and without effusion. Int. J. Pediatr. Otorhinolaryngol. 2025, 196, 112487. [Google Scholar] [CrossRef]
- Hall-Stoodley, L.; Hu, F.Z.; Gieseke, A.; Nistico, L.; Nguyen, D.; Hayes, J.; Forbes, M.; Greenberg, D.P.; Dice, B.; Burrows, A.; et al. Direct Detection of Bacterial Biofilms on the Middle-Ear Mucosa of Children With Chronic Otitis Media. JAMA 2006, 296, 202. [Google Scholar] [CrossRef]
- Khoramrooz, S.S.; Mirsalehian, A.; Imaneini, H.; Jabalameli, F.; Sharifi, A.; Aligholi, M.; Razmpa, E.; Saedi, B.; Borghaei, P.; Taherikalani, M.; et al. Characterization of Alloiococcus otitidis strains isolated from children with otitis media with effusion by Pulsed-Field Gel Electrophoresis. Int. J. Pediatr. Otorhinolaryngol. 2012, 76, 1658–1660. [Google Scholar] [CrossRef]
- Emami, A.; Pirbonyeh, N.; Moattari, A.; Bazargani, A.; Motamedifar, M. Risk of otitis media with effusion (OME) in children by Pseudomonas aeruginosa. Int. J. Pediatr. Otorhinolaryngol. 2019, 125, 6–10. [Google Scholar] [CrossRef]
- Coleman, A.; Cervin, A. Probiotics in the treatment of otitis media. The past, the present and the future. Int. J. Pediatr. Otorhinolaryngol. 2019, 116, 135–140. [Google Scholar] [CrossRef] [PubMed]
- Skovbjerg, S.; Roos, K.; Holm, S.E.; Grahn Hakansson, E.; Nowrouzian, F.; Ivarsson, M.; Adlerberth, I.; Wold, A.E. Spray bacteriotherapy decreases middle ear fluid in children with secretory otitis media. Arch. Dis. Child. 2008, 94, 92–98. [Google Scholar] [CrossRef]
- Shi, J.; Liu, Y.; Chen, X.; Hou, X.; Chen, H.; Chen, L.; Li, L. Effect of probiotic lozenges on improvement in tympanometric classification within 12 weeks in children aged 3–6 years with adenoid hypertrophy and otitis media with effusion undergoing non-surgical management: A randomized controlled trial. Front. Cell. Infect. Microbiol. 2026, 15, 1736602. [Google Scholar] [CrossRef]
- Tapiovaara, L.; Lehtoranta, L.; Swanljung, E.; Mäkivuokko, H.; Laakso, S.; Roivainen, M.; Korpela, R.; Pitkäranta, A. Lactobacillus rhamnosus GG in the middle ear after randomized, double-blind, placebo-controlled oral administration. Int. J. Pediatr. Otorhinolaryngol. 2014, 78, 1637–1641. [Google Scholar] [CrossRef]
- Wang, H.; Zeng, X.; Miao, X.; Yang, B.; Zhang, S.; Fu, Q.; Zhang, Q.; Tang, M. Global, regional, and national epidemiology of otitis media in children from 1990 to 2021. Front. Pediatr. 2025, 13, 1513629. [Google Scholar] [CrossRef]
- Aggarwal, D.; Kanitkar, T.; Narouz, M.; Azadian, B.S.; Moore, L.S.P.; Mughal, N. Clinical utility and cost-effectiveness of bacterial 16S rRNA and targeted PCR based diagnostic testing in a UK microbiology laboratory network. Sci. Rep. 2020, 10, 7965. [Google Scholar] [CrossRef] [PubMed]
- On behalf of NGSEco Group; Marino, P.; Touzani, R.; Perrier, L.; Rouleau, E.; Kossi, D.S.; Zhaomin, Z.; Charrier, N.; Goardon, N.; Preudhomme, C.; et al. Cost of cancer diagnosis using next-generation sequencing targeted gene panels in routine practice: A nationwide French study. Eur. J. Hum. Genet. 2018, 26, 314–323. [Google Scholar] [CrossRef] [PubMed]



| Study | Country | Population/Design | Sample Type | Sequencing/Molecular Method | 16S Region | Bioinformatics/Analysis |
|---|---|---|---|---|---|---|
| Jervis-Bardy et al. 2015 [37] | Australia | Indigenous children with OME | MEF, nasopharynx, adenoid | 16S rRNA amplicon sequencing | V3–V4 | QIIME; OTU-based analysis; diversity and beta-diversity analyses |
| Chan et al. 2016 [29] | Australia | Children with chronic OME | MEF, external auditory canal, adenoid | 16S rRNA amplicon sequencing | V3–V4 | QIIME; Greengenes; relative abundance and diversity analyses |
| Krueger et al. 2017 [55] | USA | Children with chronic otitis media/OME | MEF | 16S rRNA amplicon sequencing | V4 | mothur/QIIME; SILVA; diversity and differential abundance analyses |
| Boers et al. 2018 [52] | Netherlands | Children with OM with/without GER tendency | MEF, nasopharynx | 16S rRNA gene sequencing | V5–V6 | mothur; low-biomass filtering; paired MEF-NP analysis |
| Lappan et al. 2018 [23] | Australia | Case–control study of recurrent AOM | MEF, middle ear rinse, nasopharynx, ear canal | 16S rRNA amplicon sequencing | V3–V4 | UPARSE/QIIME; SILVA; differential abundance and niche analyses |
| Walker et al. 2019 [24] | New Zealand | Case–control study of chronic OME vs. controls | Anterior nasal swabs | 16S rRNA amplicon sequencing | V1–V3 | USEARCH/UPARSE; Bray–Curtis; DESeq2; clustering |
| Kolbe et al. 2019 [54] | USA | Re-analysis of MEF samples from children with COME | MEF | 16S rRNA ASV re-analysis | V4 | DADA2; SILVA; PICRUSt2; DESeq2; UniFrac |
| Ari et al. 2019 [38] | Turkey | Children with OME undergoing VT and/or adenoidectomy | MEE, adenoid tissue | Ion Torrent 16S metagenomics | V2, V3, V4, V6–V7, V8, V9 | Ion Reporter; Greengenes/MicroSEQ; QIIME diversity metrics |
| Kim et al. 2019 [36] | Republic of Korea | Children with OME vs. controls | Adenoid samples | 16S rRNA sequencing | V3–V4 | QIIME; UniFrac; OTU/alpha diversity analyses |
| Xu et al. 2020 [56] | China | Children with OME and adenoid hypertrophy plus controls | MEE, adenoid swabs | 16S rRNA sequencing | V4 | OTU-based diversity and beta-diversity analyses |
| Jörissen et al. 2021 [57] | Belgium | Case–control microbiome study of chronic OME | MEF, nasopharynx, ear canal, adenoid | 16S rRNA amplicon sequencing | V4 | ASV-based workflow; contaminant filtering; differential abundance; culture follow-up |
| Huang et al. 2021 [58] | Taiwan | Children with OME or SDB undergoing adenoidectomy | Adenoid tissue | 16S rRNA sequencing | V3–V4 | QIIME2; Bray–Curtis; DESeq2; pneumococcal carriage analysis |
| Sokolovs-Karijs et al. 2024 [59] | Latvia | Children with OME vs. children with healthy middle ears | Adenoid surface swabs | 16S rRNA sequencing | V3–V4 | QIIME2/DADA2; SILVA; alpha/beta diversity; contaminant-aware workflow |
| Fekete et al. 2024 [7] | Hungary | Children with OME | MEF | Culture plus 16S rRNA sequencing | V3–V4 | CosmosID; Shannon/Chao; Bray–Curtis; PERMANOVA; LEfSE |
| Göçer et al. 2025 [60] | Turkey | Children with OME and controls without OM | MEC, nasopharynx | 16S rRNA sequencing | V3–V4 | QIIME2/DADA2; SILVA 138; ASV-based workflow |
| Genus/Taxon | Main Sample Source(s) | Consistency Across Studies | Interpretation in OME |
|---|---|---|---|
| Alloiococcus | MEF/MEE/MEC; ear canal | Very high in MEF-focused studies | Recurrent pathobiont candidate; may dominate low-diversity MEF communities; possible ear canal contribution in some studies |
| Haemophilus | MEF, nasopharynx, adenoid | Very high | Classical otopathogen; associated with AOM/OME continuum and mucin/inflammatory responses |
| Moraxella | Nasopharynx, adenoid, MEF | Moderate to high | Classical upper airway otopathogen; more prominent in NP/adenoid than some MEF datasets |
| Streptococcus | Nasopharynx, adenoid, MEF | High | Includes classical pathogens and commensal/protective species; genus-level interpretation is limited |
| Staphylococcus | MEF, ear canal, adenoid | Moderate | Possible pathobiont, contaminant, or ear canal-associated signal depending on sampling context |
| Turicella/Corynebacterium | MEF, ear canal | Moderate | Ear canal-associated taxa; possible pathobiont role remains debated |
| Pseudomonas | MEF, ear canal | Low to moderate | Opportunistic genus; inconsistently reported; may reflect ecology, contamination, or regional effects |
| Prevotella/anaerobes | Adenoid, nasopharynx, oral-associated niches | Moderate in adenoid studies | Supports polymicrobial/anaerobic and oral-adenoid ecological contribution |
| Fusobacterium/Peptostreptococcus | Adenoid, oral-associated niches | Moderate in recent adenoid studies | May reflect anaerobic adenoid ecology and possible oral-nasopharyngeal contribution |
| Sphingobium | MEF in recent studies | Emerging/recent | Detected in recent MEF sequencing studies; interpretation uncertain |
| Dolosigranulum/Lactobacillus/Propionibacterium | Nasal/nasopharyngeal or control-associated microbiota | Supportive protective signal | Potential protective or health-associated taxa in upper airway studies |
| Study | Dominant/Recurrent MEF Taxa | Additional Reported Taxa | Diversity/Ecology Findings |
|---|---|---|---|
| Jervis-Bardy et al. 2015 [37] | Alloiococcus, Haemophilus | Streptococcus, Moraxella, Corynebacterium/Turicella | MEF showed low diversity and single-OTU dominance in many samples; MEF differed from NP/adenoid microbiota |
| Chan et al. 2016 [29] | Alloiococcus, Haemophilus | Moraxella, Staphylococcus, Streptococcus, Corynebacterium | MEF microbiota partly overlapped with EAC and adenoid niches; high inter-patient variability |
| Krueger et al. 2017 [55] | Haemophilus | Moraxella, Turicella, Pseudomonas, Alloiococcus | Clinical variables including age, hearing loss, and mucin profile were associated with microbiome differences |
| Boers et al. 2018 [52] | Alloiococcus, Turicella | Haemophilus, Streptococcus, Staphylococcus | MEF and nasopharyngeal microbiota were site-specific; low-DNA samples were filtered |
| Lappan et al. 2018 [23] | Alloiococcus, Haemophilus | Staphylococcus, Turicella, Pseudomonas, Streptococcus | MEF, middle ear rinse, NP, and ear canal showed compartment-specific communities |
| Kolbe et al. 2019 [54] | Haemophilus, Moraxella, Alloiococcus | Staphylococcus, Turicella | Lower-airway disease status associated with altered MEF diversity and differential abundance |
| Ari et al. 2019 [38] | Alloiococcus | Turicella, Staphylococcus | MEE bacteriome differed from adenoid bacteriome; OME interpreted as polymicrobial |
| Xu et al. 2020 [56] | Haemophilus, Staphylococcus | Halomonas, Streptococcus, Moraxella | MEF microbiome structure was dissimilar to adenoid microbiome by beta-diversity analyses |
| Jörissen et al. 2021 [57] | Haemophilus, Alloiococcus | Moraxella, Streptococcus, Turicella/Corynebacterium, Staphylococcus | Many effusions were dominated by one ASV; Alloiococcus/Turicella/Staphylococcus signals often resembled ear canal profiles |
| Fekete et al. 2024 [7] | Alloiococcus | Haemophilus, Streptococcus, Sphingobium, Moraxella, Corynebacterium | High-Alloiococcus samples showed significantly lower alpha and beta diversity; culture and sequencing were discordant |
| Göçer et al. 2025 [60] | Alloiococcus | Haemophilus, Streptococcus, Corynebacterium, Moraxella, Staphylococcus, Sphingobium | OME MEC samples showed enrichment of Alloiococcus and reduction in potentially protective genera; controls included healthy middle ear cavity samples |
| Study | Sample Type | Main Taxa/Patterns | Diversity Findings |
|---|---|---|---|
| Jervis-Bardy et al. 2015 [37] | Adenoid swabs | Haemophilus, Streptococcus, Moraxella, Prevotella/anaerobic taxa | Adenoid communities were richer and more diverse than MEF |
| Ari et al. 2019 [38] | Adenoid tissue | Rothia, Veillonella, Granulicatella, Prevotella, Staphylococcus | Adenoid bacteriome differed from MEE despite paired sampling |
| Kim et al. 2019 [36] | Adenoid samples | Haemophilus, Streptococcus, Prevotella, Corynebacterium | OME group showed reduced diversity compared with controls |
| Xu et al. 2020 [56] | Adenoid swabs | Haemophilus, Streptococcus, Moraxella, Neisseria | Adenoid microbiota in OME and controls were similar; MEF differed from adenoids |
| Huang et al. 2021 [58] | Adenoid tissue | Alloprevotella, Staphylococcus, Moraxella, Neisseriaceae in pneumococcal carriage-positive samples | Pneumococcal carriage associated with lower diversity |
| Sokolovs-Karijs et al. 2024 [59] | Adenoid surface swabs | Haemophilus, Fusobacterium, Streptococcus, Moraxella, Peptostreptococcus; OME enriched in Fusobacterium/Peptostreptococcus and anaerobic genera | Healthy-ear group had greater evenness; OME group showed greater beta-diversity variability |
| Study | Sample Type | Main Findings | Health-Associated/Protective Signal |
|---|---|---|---|
| Walker et al. 2019 [24] | Anterior nasal swabs | Children with chronic OME had lower nasal diversity and higher abundance of otopathogen-associated profiles | Mixed nasal profile, alpha-hemolytic streptococci, Lactococcus, Propionibacterium |
| Lappan et al. 2018 [23] | Nasopharyngeal swabs | rAOM cases and controls had distinct NP microbiomes; cases had more diverse and pathobiont-associated profiles | Corynebacterium and Dolosigranulum were enriched in controls |
| Boers et al. 2018 [52] | Nasopharyngeal swabs | Haemophilus and Streptococcus in MEF were detected when the same genera were present in NP in paired samples | No clear GER-related NP/MEF microbial effect |
| Jörissen et al. 2021 [57] | Nasopharyngeal swabs | OME and control NP microbiomes differed; no single OME-specific NP pathogen dominated | Streptococcus salivarius group and Acinetobacter lwoffii were health-associated |
| Göçer et al. 2025 [60] | Nasopharyngeal samples from OME group | Compared NP and MEC microbiota in OME context | Potentially protective genera reduced in OME-associated middle ear samples |
| Study | Methodology | Main Finding |
|---|---|---|
| Hall-Stoodley et al. 2006 [61] | Middle-ear mucosa biopsy; CLSM, FISH, immunostaining, PCR/culture of effusions | Biofilms were directly visualized on middle-ear mucosa in chronic/recurrent OM |
| Topcuoglu et al. 2012 [41] | Targeted molecular/clonality analysis | Fusobacterium nucleatum and Treponema denticola findings support oral-nasopharyngeal-middle-ear translocation hypothesis |
| Khoramrooz et al. 2012 [62] | Targeted PCR/PFGE-type pathogen study | Species-specific detection/typing rather than microbiome ecology |
| Emami et al. 2019 [63] | Culture plus targeted PCR panel | Reported regional Pseudomonas aeruginosa detection in MEF |
| Source of Heterogeneity | Examples Across Included Studies | Potential Impact |
|---|---|---|
| Different 16S rRNA hypervariable regions | V1–V3, V3–V4, V4, V5–V6, and multi-region Ion Torrent panels | Taxonomic bias; inconsistent detection of genera/species |
| Different sequencing platforms | Illumina MiSeq, Ion Torrent, re-analysis datasets | Platform-specific read length and error profiles |
| Different DNA extraction methods | Commercial kits, CTAB, bead beating, soil kits for swabs | Differential lysis of Gram-positive organisms and low-biomass signals |
| Different bioinformatic pipelines | QIIME, mothur, UPARSE, DADA2, CosmosID, Ion Reporter | OTU/ASV resolution and taxonomic assignments differ |
| Different reference databases | SILVA, Greengenes, MicroSEQ, NCBI-based assignment | Misclassification risk, especially for closely related taxa |
| Low biomass of MEF | MEF samples often have low bacterial load and variable sequencing depth | Increased risk of reagent/environmental contamination and stochastic dominance |
| Sample-type differences | MEF/MEE/MEC vs. adenoid tissue/swabs vs. NP/nasal vs. ear canal | Anatomical niches are not interchangeable |
| Different reporting metrics | Relative abundance, detection frequency, prevalence, culture positivity | Values may appear contradictory or sum above 100% if mixed |
| Clinical heterogeneity | OME, COME, rAOM; variable prior surgery, GER, respiratory disease, age, antibiotics | Population-specific microbiome differences |
| Culture vs. sequencing discordance | Fekete 2024 [7] and other studies show non-concordance | Culture may miss fastidious taxa; sequencing may detect nonviable DNA |
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Szwajkowski, M.; Szwach, J.; Shefa, S.; Karwowska, A.; Głębocka, A.; Pazdro-Zastawny, K.; Dorobisz, K. Molecular Characterization of the Middle Ear Microbiome in Pediatric Otitis Media with Effusion: Diagnostic and Clinical Implications. J. Clin. Med. 2026, 15, 4200. https://doi.org/10.3390/jcm15114200
Szwajkowski M, Szwach J, Shefa S, Karwowska A, Głębocka A, Pazdro-Zastawny K, Dorobisz K. Molecular Characterization of the Middle Ear Microbiome in Pediatric Otitis Media with Effusion: Diagnostic and Clinical Implications. Journal of Clinical Medicine. 2026; 15(11):4200. https://doi.org/10.3390/jcm15114200
Chicago/Turabian StyleSzwajkowski, Maciej, Jagoda Szwach, Sara Shefa, Anna Karwowska, Aleksandra Głębocka, Katarzyna Pazdro-Zastawny, and Karolina Dorobisz. 2026. "Molecular Characterization of the Middle Ear Microbiome in Pediatric Otitis Media with Effusion: Diagnostic and Clinical Implications" Journal of Clinical Medicine 15, no. 11: 4200. https://doi.org/10.3390/jcm15114200
APA StyleSzwajkowski, M., Szwach, J., Shefa, S., Karwowska, A., Głębocka, A., Pazdro-Zastawny, K., & Dorobisz, K. (2026). Molecular Characterization of the Middle Ear Microbiome in Pediatric Otitis Media with Effusion: Diagnostic and Clinical Implications. Journal of Clinical Medicine, 15(11), 4200. https://doi.org/10.3390/jcm15114200

