Skip to main content

Advertisement

Log in

Pyrosequencing Analysis of the Salivary Microbiota of Healthy Chinese Children and Adults

  • Host Microbe Interactions
  • Published:
Microbial Ecology Aims and scope Submit manuscript

Abstract

Describing the biogeography of bacterial communities within the human body is critical for establishing healthy baselines from which to detect differences associated with diseases. Little is known, however, about the baseline of normal salivary microbiota from healthy Chinese children and adults. With parallel barcoded 454 pyrosequencing, the bacterial diversity and richness of saliva were thoroughly investigated from ten healthy Chinese children and adults. The overall taxonomic distribution of our metagenomic data demonstrated that the diversity of salivary microbiota from children was more complex than adults, while the composition and richness of salivary microbiota were similar in children and adults, especially for predominant bacteria. A large number of bacterial phylotypes were shared by healthy children and adults, indicating the existence of a core salivary microbiome. In children and adults, the vast majority of sequences in salivary microbiota belonged to Streptococcus, Prevotella, Neisseria, Haemophilus, Porphyromonas, Gemella, Rothia, Granulicatella, Fusobacterium, Actinomyces, Veillonella, and Aggregatibacter, which constituted the major components of normal salivary microbiota. With the exception of Actinomyces, the other seven non-predominant bacteria including Moraxella, Leptotrichia, Peptostreptococcus, Eubacterium, and members of Neisseriaceae, Flavobacteriaceae, and SR1 showed significant differences between children and adults (p < 0.05). We first established the framework of normal salivary microbiota from healthy Chinese children and adults. Our data represent a critical step for determining the diversity of healthy microbiota in Chinese children and adults, and our data established a platform for additional large-scale studies focusing on the interactions between health and diseases in the future.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  1. Dethlefsen L, McFall-Ngai M, Relman DA (2007) An ecological and evolutionary perspective on human–microbe mutualism and disease. Nature 449:811–818

    Article  PubMed  CAS  Google Scholar 

  2. Cash HL, Whitham CV, Behrendt CL, Hooper LV (2006) Symbiotic bacteria direct expression of an intestinal bactericidal lectin. Science 313:1126–1130

    Article  PubMed  CAS  Google Scholar 

  3. Ley RE, Peterson DA, Gordon JI (2006) Ecological and evolutionary forces shaping microbial diversity in the human intestine. Cell 124:837–848

    Article  PubMed  CAS  Google Scholar 

  4. Ley RE, Turnbaugh PJ, Klein S, Gordon JI (2006) Microbial ecology: human gut microbes associated with obesity. Nature 444:1022–1023

    Article  PubMed  CAS  Google Scholar 

  5. Mazmanian SK, Liu CH, Tzianabos AO, Kasper DL (2005) An immunomodulatory molecule of symbiotic bacteria directs maturation of the host immune system. Cell 122:107–118

    Article  PubMed  CAS  Google Scholar 

  6. Turnbaugh PJ, Ley RE, Mahowald MA, Magrini V, Mardis ER, Gordon JI (2006) An obesity-associated gut microbiome with increased capacity for energy harvest. Nature 444:1027–1031

    Article  PubMed  Google Scholar 

  7. Aas JA, Paster BJ, Stokes LN, Olsen I, Dewhirst FE (2005) Defining the normal bacterial flora of the oral cavity. J Clin Microbiol 43:5721–5732

    Article  PubMed  Google Scholar 

  8. Paster BJ, Olsen I, Aas JA, Dewhirst FE (2006) The breadth of bacterial diversity in the human periodontal pocket and other oral sites. Periodontol 42:80–87

    Article  Google Scholar 

  9. Ling Z, Kong J, Jia P, Wei C, Wang Y, Pan Z, Huang W, Li L, Chen H, Xiang C (2010) Analysis of oral microbiota in children with dental caries by PCR-DGGE and barcoded pyrosequencing. Microb Ecol 60:677–690

    Article  PubMed  CAS  Google Scholar 

  10. Curtis MA, Zenobia C, Darveau RP (2011) The relationship of the oral microbiotia to periodontal health and disease. Cell Host Microbe 10:302–306

    Article  PubMed  CAS  Google Scholar 

  11. Lockhart PB, Durack DT (1999) Oral microflora as a cause of endocarditis and other distant site infections. Infect Dis Clin North Am 13:833–850, vi

    Article  PubMed  CAS  Google Scholar 

  12. Paju S, Scannapieco FA (2007) Oral biofilms, periodontitis, and pulmonary infections. Oral Dis 13:508–512

    Article  PubMed  CAS  Google Scholar 

  13. Boggess KA, Beck JD, Murtha AP, Moss K, Offenbacher S (2006) Maternal periodontal disease in early pregnancy and risk for a small-for-gestational-age infant. Am J Obstet Gynecol 194:1316–1322

    Article  PubMed  Google Scholar 

  14. Offenbacher S, Boggess KA, Murtha AP, Jared HL, Lieff S, McKaig RG, Mauriello SM, Moss KL, Beck JD (2006) Progressive periodontal disease and risk of very preterm delivery. Obstet Gynecol 107:29–36

    Article  PubMed  Google Scholar 

  15. Koren O, Spor A, Felin J, Fak F, Stombaugh J, Tremaroli V, Behre CJ, Knight R, Fagerberg B, Ley RE, Backhed F (2011) Human oral, gut, and plaque microbiota in patients with atherosclerosis. Proc Natl Acad Sci U S A 108:4592–4598

    Article  PubMed  CAS  Google Scholar 

  16. Beck JD, Eke P, Heiss G, Madianos P, Couper D, Lin D, Moss K, Elter J, Offenbacher S (2005) Periodontal disease and coronary heart disease: a reappraisal of the exposure. Circulation 112:19–24

    Article  PubMed  Google Scholar 

  17. Yang F, Zeng X, Ning K, Liu KL, Lo CC, Wang W, Chen J, Wang D, Huang R, Chang X, Chain PS, Xie G, Ling J, Xu J (2012) Saliva microbiomes distinguish caries-active from healthy human populations. ISME J 6:1–10

    Article  PubMed  Google Scholar 

  18. Watanabe K, Kodama Y, Harayama S (2001) Design and evaluation of PCR primers to amplify bacterial 16S ribosomal DNA fragments used for community fingerprinting. J Microbiol Methods 44:253–262

    Article  PubMed  CAS  Google Scholar 

  19. Muyzer G, de Waal EC, Uitterlinden AG (1993) Profiling of complex microbial populations by denaturing gradient gel electrophoresis analysis of polymerase chain reaction-amplified genes coding for 16S rRNA. Appl Environ Microbiol 59:695–700

    PubMed  CAS  Google Scholar 

  20. Roh SW, Kim KH, Nam YD, Chang HW, Park EJ, Bae JW (2010) Investigation of archaeal and bacterial diversity in fermented seafood using barcoded pyrosequencing. ISME J 4:1–16

    Article  PubMed  CAS  Google Scholar 

  21. Margulies M, Egholm M, Altman WE, Attiya S, Bader JS, Bemben LA, Berka J, Braverman MS, Chen YJ, Chen Z, Dewell SB, Du L, Fierro JM, Gomes XV, Godwin BC, He W, Helgesen S, Ho CH, Irzyk GP, Jando SC, Alenquer ML, Jarvie TP, Jirage KB, Kim JB, Knight JR, Lanza JR, Leamon JH, Lefkowitz SM, Lei M, Li J, Lohman KL, Lu H, Makhijani VB, McDade KE, McKenna MP, Myers EW, Nickerson E, Nobile JR, Plant R, Puc BP, Ronan MT, Roth GT, Sarkis GJ, Simons JF, Simpson JW, Srinivasan M, Tartaro KR, Tomasz A, Vogt KA, Volkmer GA, Wang SH, Wang Y, Weiner MP, Yu P, Begley RF, Rothberg JM (2005) Genome sequencing in microfabricated high-density picolitre reactors. Nature 437:376–380

    PubMed  CAS  Google Scholar 

  22. Ling Z, Kong J, Liu F, Zhu H, Chen X, Wang Y, Li L, Nelson KE, Xia Y, Xiang C (2010) Molecular analysis of the diversity of vaginal microbiota associated with bacterial vaginosis. BMC Genomics 11:488

    Article  PubMed  Google Scholar 

  23. Segata N, Izard J, Waldron L, Gevers D, Miropolsky L, Garrett WS, Huttenhower C (2011) Metagenomic biomarker discovery and explanation. Genome Biol 12:R60

    Article  PubMed  Google Scholar 

  24. Becker MR, Paster BJ, Leys EJ, Moeschberger ML, Kenyon SG, Galvin JL, Boches SK, Dewhirst FE, Griffen AL (2002) Molecular analysis of bacterial species associated with childhood caries. J Clin Microbiol 40:1001–1009

    Article  PubMed  CAS  Google Scholar 

  25. Corby PM, Lyons-Weiler J, Bretz WA, Hart TC, Aas JA, Boumenna T, Goss J, Corby AL, Junior HM, Weyant RJ, Paster BJ (2005) Microbial risk indicators of early childhood caries. J Clin Microbiol 43:5753–5759

    Article  PubMed  CAS  Google Scholar 

  26. Li Y, Ge Y, Saxena D, Caufield PW (2007) Genetic profiling of the oral microbiota associated with severe early-childhood caries. J Clin Microbiol 45:81–87

    Article  PubMed  CAS  Google Scholar 

  27. Aas JA, Griffen AL, Dardis SR, Lee AM, Olsen I, Dewhirst FE, Leys EJ, Paster BJ (2008) Bacteria of dental caries in primary and permanent teeth in children and young adults. J Clin Microbiol 46:1407–1417

    Article  PubMed  CAS  Google Scholar 

  28. Keijser BJ, Zaura E, Huse SM, van der Vossen JM, Schuren FH, Montijn RC, ten Cate JM, Crielaard W (2008) Pyrosequencing analysis of the oral microflora of healthy adults. J Dent Res 87:1016–1020

    Article  PubMed  CAS  Google Scholar 

  29. Fierer N, Hamady M, Lauber CL, Knight R (2008) The influence of sex, handedness, and washing on the diversity of hand surface bacteria. Proc Natl Acad Sci U S A 105:17994–17999

    Article  PubMed  CAS  Google Scholar 

  30. Gao Z, Tseng CH, Pei Z, Blaser MJ (2007) Molecular analysis of human forearm superficial skin bacterial biota. Proc Natl Acad Sci U S A 104:2927–2932

    Article  PubMed  CAS  Google Scholar 

  31. Li M, Wang B, Zhang M, Rantalainen M, Wang S, Zhou H, Zhang Y, Shen J, Pang X, Wei H, Zhang M, Wei H, Chen Y, Lu H, Zuo J, Su M, Qiu Y, Jia W, Xiao C, Smith LM, Yang S, Holmes E, Tang H, Zhao G, Nicholson JK, Li L, Zhao L (2008) Symbiotic gut microbes modulate human metabolic phenotypes. Proc Natl Acad Sci U S A 105:2117–2122

    Article  PubMed  CAS  Google Scholar 

  32. Turnbaugh PJ, Hamady M, Yatsunenko T, Cantarel BL, Duncan A, Ley RE, Sogin ML, Jones WJ, Roe BA, Affourtit JP, Egholm M, Henrissat B, Heath AC, Knight R, Gordon JI (2009) A core gut microbiome in obese and lean twins. Nature 457:480–484

    Article  PubMed  CAS  Google Scholar 

  33. Frank DN, Feazel LM, Bessesen MT, Price CS, Janoff EN, Pace NR (2010) The human nasal microbiota and Staphylococcus aureus carriage. PLoS One 5:e10598

    Article  PubMed  Google Scholar 

  34. Dicksved J, Floistrup H, Bergstrom A, Rosenquist M, Pershagen G, Scheynius A, Roos S, Alm JS, Engstrand L, Braun-Fahrlander C, von Mutius E, Jansson JK (2007) Molecular fingerprinting of the fecal microbiota of children raised according to different lifestyles. Appl Environ Microbiol 73:2284–2289

    Article  PubMed  CAS  Google Scholar 

  35. Lay C, Rigottier-Gois L, Holmstrom K, Rajilic M, Vaughan EE, de Vos WM, Collins MD, Thiel R, Namsolleck P, Blaut M, Dore J (2005) Colonic microbiota signatures across five northern European countries. Appl Environ Microbiol 71:4153–4155

    Article  PubMed  CAS  Google Scholar 

  36. Mueller S, Saunier K, Hanisch C, Norin E, Alm L, Midtvedt T, Cresci A, Silvi S, Orpianesi C, Verdenelli MC, Clavel T, Koebnick C, Zunft HJ, Dore J, Blaut M (2006) Differences in fecal microbiota in different European study populations in relation to age, gender, and country: a cross-sectional study. Appl Environ Microbiol 72:1027–1033

    Article  PubMed  CAS  Google Scholar 

  37. Hayashi H, Sakamoto M, Benno Y (2002) Fecal microbial diversity in a strict vegetarian as determined by molecular analysis and cultivation. Microbiol Immunol 46:819–831

    PubMed  CAS  Google Scholar 

  38. Jernberg C, Lofmark S, Edlund C, Jansson JK (2007) Long-term ecological impacts of antibiotic administration on the human intestinal microbiota. ISME J 1:56–66

    Article  PubMed  CAS  Google Scholar 

  39. Dethlefsen L, Huse S, Sogin ML, Relman DA (2008) The pervasive effects of an antibiotic on the human gut microbiota, as revealed by deep 16S rRNA sequencing. PLoS Biol 6:e280

    Article  PubMed  Google Scholar 

  40. Binladen JGM, Bollback JP, Panitz F, Bendixen C, Nielsen R, Willerslev E (2007) The use of coded PCR primers enables high-throughput sequencing of multiple homolog amplification products by 454 parallel sequencing. PLoS One 2:e197

    Article  PubMed  Google Scholar 

  41. Wang Q, Garrity GM, Tiedje JM, Cole JR (2007) Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy. Appl Environ Microbiol 73:5261–5267

    Article  PubMed  CAS  Google Scholar 

  42. Yang XXL, Li Y, Wei C (2009) More than 9,000,000 unique genes in human gut bacterial community: estimating gene numbers inside a human body. PLoS One 4:e6074

    Article  PubMed  Google Scholar 

  43. Lozupone C, Knight R (2005) UniFrac: a new phylogenetic method for comparing microbial communities. Appl Environ Microbiol 71:8228–8235

    Article  PubMed  CAS  Google Scholar 

  44. Zaura E, Keijser BJ, Huse SM, Crielaard W (2009) Defining the healthy “core microbiome” of oral microbial communities. BMC Microbiol 9:259

    Article  PubMed  Google Scholar 

  45. Dige I, Raarup MK, Nyengaard JR, Kilian M, Nyvad B (2009) Actinomyces naeslundii in initial dental biofilm formation. Microbiology 155:2116–2126

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

We would like to thank Professor Karen E. Nelson for her constructive suggestions of the study and her critical reading of the manuscript. This present work was funded by a grant from the National Basic Research Program of China (973 program) (Grant 2007CB513001) and partly supported by grants from a Qiu-Shi Scholarship from Zhejiang University.

Conflict of Interest

The authors declare no conflict of interest.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Lanjuan Li or Charlie Xiang.

Additional information

Zongxin Ling and Xia Liu contributed equally to this work.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Table S1

All genera assigned using the RDP-classifier with at least 50 % as bootstrap support (XLS 231 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ling, Z., Liu, X., Wang, Y. et al. Pyrosequencing Analysis of the Salivary Microbiota of Healthy Chinese Children and Adults. Microb Ecol 65, 487–495 (2013). https://doi.org/10.1007/s00248-012-0123-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00248-012-0123-x

Keywords

Navigation