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Characterisation of the human uterine microbiome in non-pregnant women through deep sequencing of the V1-2 region of the 16S rRNA gene
Open accessAbstract
Background. It is widely assumed that the uterine cavity in non-pregnant women is physiologically sterile, also as a premise to the long-held view that human infants develop in a sterile uterine environment, though likely reflecting under-appraisal of the extent of the human bacterial metacommunity. In an exploratory study, we aimed to investigate the putative presence of a uterine microbiome in a selected series of non-pregnant women through deep sequencing of the V1-2 hypervariable region of the 16S ribosomal RNA (rRNA) gene. Methods. Nineteen women with various reproductive conditions, including subfertility, scheduled for hysteroscopy and not showing uterine anomalies were recruited. Subjects were highly diverse with regard to demographic and medical history and included nulliparous and parous women. Endometrial tissue and mucus harvesting was performed by use of a transcervical device designed to obtain endometrial biopsy, while avoiding cervicovaginal contamination. Bacteria were targeted by use of a barcoded Illumina MiSeq paired-end sequencing method targeting the 16S rRNA gene V1-2 region, yielding an average of 41,194 reads per sample after quality filtering. Taxonomic annotation was pursued by comparison with sequences available through the Ribosomal Database Project and the NCBI database. Results. Out of 183 unique 16S rRNA gene amplicon sequences, 15 phylotypes were present in all samples. In some 90% of the women included, community architecture was fairly similar inasmuch B. xylanisolvens , B. thetaiotaomicron , B. fragilis and an undetermined Pelomonas taxon constituted over one third of the endometrial bacterial community. On the singular phylotype level, six women showed predominance of L. crispatus or L. iners in the presence of the Bacteroides core. Two endometrial communities were highly dissimilar, largely lacking the Bacteroides core, one dominated by L. crispatus and another consisting of a highly diverse community, including Prevotella spp., Atopobium vaginae , and Mobiluncus curtisii . Discussion. Our findings are, albeit not necessarily generalizable, consistent with the presence of a unique microbiota dominated by Bacteroides residing on the endometrium of the human non-pregnant uterus. The transcervical sampling approach may be influenced to an unknown extent by endocervical microbiota, which remain uncharacterised, and therefore warrants further validation. Nonetheless, consistent with our understanding of the human microbiome, the uterine microbiota are likely to have a previously unrecognized role in uterine physiology and human reproduction. Further study is therefore warranted to document community ecology and dynamics of the uterine microbiota, as well as the role of the uterine microbiome in health and disease.
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Cites
R: A Language and Environment for Statistical Computing
R Core Team (2025) · doi:10.32614/r.manuals · Cited by 352,181
phyloseq: An R Package for Reproducible Interactive Analysis and Graphics of Microbiome Census Data
McMurdie, P. J., & Holmes, S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0061217 · Cited by 21,322
Naïve Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy
Wang, Q., Garrity, G. M., Tiedje, J. M., & Cole, J. R. (2007) · Applied and Environmental Microbiology · doi:10.1128/aem.00062-07 · Cited by 19,885
Schloss, P. D., Westcott, S. L., Ryabin, T., Hall, J. R., Hartmann, M., Hollister, E. B., Lesniewski, R. A., Oakley, B. B., Parks, D. H., Robinson, C. J., et al. (2009) · Applied and Environmental Microbiology · doi:10.1128/aem.01541-09 · Cited by 19,549
An Ordination of the Upland Forest Communities of Southern Wisconsin
Bray, J. R., & Curtis, J. T. (1957) · Ecological Monographs · doi:10.2307/1942268 · Cited by 11,716
Database resources of the National Center for Biotechnology Information: update
Wheeler, D. L. (2004) · Nucleic Acids Research · doi:10.1093/nar/gkh073 · Cited by 10,641
Nucleic acid techniques in bacterial systematics
Stackebrandt, E. S., & Goodfellow, M. (1991) · Wiley eBooks · Cited by 9,460
Lane, D. (1991) · Medical Entomology and Zoology · Cited by 8,187
Diversity of the Human Intestinal Microbial Flora
Eckburg, P. B., Bik, E. M., Bernstein, C. N., Purdom, E., Dethlefsen, L., Sargent, M., Gill, S. R., Nelson, K. E., & Relman, D. A. (2005) · Science · doi:10.1126/science.1110591 · Cited by 7,913
Changes of Intestinal Functions in Liver Cirrhosis
Fukui, H., & Wiest, R. (2016) · Inflammatory Intestinal Diseases · doi:10.1159/000444436 · Cited by 6,808
Host-Bacterial Mutualism in the Human Intestine
Bäckhed, F., Ley, R. E., Sonnenburg, J. L., Peterson, D. A., & Gordon, J. I. (2005) · Science · doi:10.1126/science.1104816 · Cited by 5,277
Ribosomal Database Project: data and tools for high throughput rRNA analysis
Cole, J. R., Wang, Q., Fish, J. A., Chai, B., McGarrell, D. M., Sun, Y., Brown, C. T., Porras-Alfaro, A., Kuske, C. R., & Tiedje, J. M. (2014) · Nucleic Acids Research · doi:10.1093/nar/gkt1244 · Cited by 4,367
The human microbiome: at the interface of health and disease
Cho, I., & Blaser, M. J. (2012) · Nature Reviews Genetics · doi:10.1038/nrg3182 · Cited by 3,449
The Placenta Harbors a Unique Microbiome
Aagaard, K., Ma, J., Antony, K. M., Ganu, R., Petrosino, J., & Versalovic, J. (2014) · Science Translational Medicine · doi:10.1126/scitranslmed.3008599 · Cited by 2,494
Bacteroides: the Good, the Bad, and the Nitty-Gritty
Wexler, H. M. (2007) · Clinical Microbiology Reviews · doi:10.1128/cmr.00008-07 · Cited by 2,254
An ecological and evolutionary perspective on human–microbe mutualism and disease
Dethlefsen, L., McFall-Ngai, M., & Relman, D. A. (2007) · Nature · doi:10.1038/nature06245 · Cited by 1,660
Microbial co-occurrence relationships in the human microbiome
Faust, K., Sathirapongsasuti, J. F., Izard, J., Segata, N., Gevers, D., Raes, J., & Huttenhower, C. (2012) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002606 · Cited by 1,527
A Genomic View of the Human- Bacteroides thetaiotaomicron Symbiosis
Xu, J., Bjursell, M. K., Himrod, J., Deng, S., Carmichael, L. K., Chiang, H. C., Hooper, L. V., & Gordon, J. I. (2003) · Science · doi:10.1126/science.1080029 · Cited by 1,353
Environmental and Gut Bacteroidetes: The Food Connection
Thomas, F., Hehemann, J.-H., Rebuffet, E., Czjzek, M., & Michel, G. (2011) · Frontiers in Microbiology · doi:10.3389/fmicb.2011.00093 · Cited by 1,337
Evaluation and treatment of recurrent pregnancy loss: a committee opinion
(2012) · Fertility and Sterility · doi:10.1016/j.fertnstert.2012.06.048 · Cited by 1,308
Mucins in the mucosal barrier to infection
Linden, S. K., Sutton, P., Karlsson, N. G., Korolik, V, & McGuckin, M. A. (2008) · Mucosal Immunology · doi:10.1038/mi.2008.5 · Cited by 1,234
gplots: Various R Programming Tools for Plotting Data
Warnes, G. R., Bolker, B., Bonebakker, L., Gentleman, R., Huber, W., Liaw, A., Lumley, T., Maechler, M., Magnusson, A., Moeller, S., et al. (2005) · CRAN: Contributed Packages · doi:10.32614/cran.package.gplots · Cited by 1,228
The Microbiome and the Respiratory Tract
Dickson, R. P., Erb-Downward, J. R., Martinez, F. J., & Huffnagle, G. B. (2016) · Annual Review of Physiology · doi:10.1146/annurev-physiol-021115-105238 · Cited by 953
Is meconium from healthy newborns actually sterile?
Jiménez, E., Marín, M. L., Martín, R., Odriozola, J. M., Olivares, M., Xaus, J., Fernández, L., & Rodríguez, J. M. (2008) · Research in Microbiology · doi:10.1016/j.resmic.2007.12.007 · Cited by 942
Recurrent implantation failure: definition and management
Coughlan, C., Ledger, W., Wang, Q., Liu, F., Demirol, A., Gurgan, T., Cutting, R., Ong, K., Sallam, H., & Li, T. C. (2014) · Reproductive BioMedicine Online · doi:10.1016/j.rbmo.2013.08.011 · Cited by 904
Zoetendal, E. G., von Wright, A., Vilpponen-Salmela, T., Ben-Amor, K., Akkermans, A. D. L., & de Vos, W. M. (2002) · Applied and Environmental Microbiology · doi:10.1128/aem.68.7.3401-3407.2002 · Cited by 868
Mom Knows Best: The Universality of Maternal Microbial Transmission
Funkhouser, L. J., & Bordenstein, S. R. (2013) · PLoS Biology · doi:10.1371/journal.pbio.1001631 · Cited by 806
How bacterial pathogens colonize their hosts and invade deeper tissues
Ribet, D., & Cossart, P. (2015) · Microbes and Infection · doi:10.1016/j.micinf.2015.01.004 · Cited by 752
Bernhard, A. E., & Field, K. G. (2000) · Applied and Environmental Microbiology · doi:10.1128/aem.66.10.4571-4574.2000 · Cited by 692
The microbiome of the urinary tract—a role beyond infection
Whiteside, S. A., Razvi, H., Dave, S., Reid, G., & Burton, J. P. (2015) · Nature Reviews Urology · doi:10.1038/nrurol.2014.361 · Cited by 633
Innate and adaptive immunity in female genital tract: cellular responses and interactions
Wira, C. R., Fahey, J. V., Sentman, C. L., Pioli, P. A., & Shen, L. (2005) · Immunological Reviews · doi:10.1111/j.0105-2896.2005.00287.x · Cited by 520
The Vaginal Microbiota: What Have We Learned after a Decade of Molecular Characterization?
van de Wijgert, J. H. H. M., Borgdorff, H., Verhelst, R., Crucitti, T., Francis, S., Verstraelen, H., & Jespers, V. (2014) · PLoS ONE · doi:10.1371/journal.pone.0105998 · Cited by 465
Self-citationComparative Study of Bacterial Groups within the Human Cecal and Fecal Microbiota
Marteau, P., Pochart, P., Doré, J., Béra-Maillet, C., Bernalier, A., & Corthier, G. (2001) · Applied and Environmental Microbiology · doi:10.1128/aem.67.10.4939-4942.2001 · Cited by 406
Database resources of the National Center for Biotechnology Information
Coordinators, N. R. (2015) · Nucleic Acids Research · doi:10.1093/nar/gku1130 · Cited by 397
Colonization of the upper genital tract by vaginal bacterial species in nonpregnant women
Mitchell, C. M., Haick, A., Nkwopara, E., Garcia, R., Rendi, M., Agnew, K., Fredricks, D. N., & Eschenbach, D. (2015) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2014.11.043 · Cited by 388
Extensive DNA Inversions in the B. fragilis Genome Control Variable Gene Expression
Cerdeño-Tárraga, A. M., Patrick, S., Crossman, L. C., Blakely, G., Abratt, V., Lennard, N., Poxton, I., Duerden, B., Harris, B., Quail, M. A., et al. (2005) · Science · doi:10.1126/science.1107008 · Cited by 298
Quayle, A. J. (2002) · Journal of Reproductive Immunology · doi:10.1016/s0165-0378(02)00019-0 · Cited by 285
Kuwahara, T., Yamashita, A., Hirakawa, H., Nakayama, H., Toh, H., Okada, N., Kuhara, S., Hattori, M., Hayashi, T., & Ohnishi, Y. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0404172101 · Cited by 270
van Oostrum, N., De Sutter, P., Meys, J., & Verstraelen, H. (2013) · Human Reproduction · doi:10.1093/humrep/det096 · Cited by 255
Self-citationHickey, D. K., Patel, M. V., Fahey, J. V., & Wira, C. R. (2011) · Journal of Reproductive Immunology · doi:10.1016/j.jri.2011.01.005 · Cited by 238
Complementary seminovaginal microbiome in couples
Mändar, R., Punab, M., Borovkova, N., Lapp, E., Kiiker, R., Korrovits, P., Metspalu, A., Krjutškov, K., Nõlvak, H., Preem, J.-K., et al. (2015) · Research in Microbiology · doi:10.1016/j.resmic.2015.03.009 · Cited by 221
Presence of a Polymicrobial Endometrial Biofilm in Patients with Bacterial Vaginosis
Swidsinski, A., Verstraelen, H., Loening-Baucke, V., Swidsinski, S., Mendling, W., & Halwani, Z. (2013) · PLoS ONE · doi:10.1371/journal.pone.0053997 · Cited by 196
Self-citationCamarinha‐Silva, A., Jáuregui, R., Chaves‐Moreno, D., Oxley, A. P. A., Schaumburg, F., Becker, K., Wos‐Oxley, M. L., & Pieper, D. H. (2014) · Environmental Microbiology · doi:10.1111/1462-2920.12362 · Cited by 195
Self-citationPotential Influence of the Microbiome on Infertility and Assisted Reproductive Technology
Sirota, I., Zarek, S., & Segars, J. (2014) · Seminars in Reproductive Medicine · doi:10.1055/s-0033-1361821 · Cited by 182
Physiology of Upward Transport in the Human Female Genital Tract
ZERVOMANOLAKIS, I., OTT, H. W., HADZIOMEROVIC, D., MATTLE, V., SEEBER, B. E., VIRGOLINI, I., HEUTE, D., KISSLER, S., LEYENDECKER, G., & WILDT, L. (2007) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1389.032 · Cited by 165
Bacterial aetiological agents of intra-amniotic infections and preterm birth in pregnant women
Mendz, G. L., Kaakoush, N. O., & Quinlivan, J. A. (2013) · Frontiers in Cellular and Infection Microbiology · doi:10.3389/fcimb.2013.00058 · Cited by 164
Exploring Preterm Birth as a Polymicrobial Disease: An Overview of the Uterine Microbiome
Payne, M. S., & Bayatibojakhi, S. (2014) · Frontiers in Immunology · doi:10.3389/fimmu.2014.00595 · Cited by 158
Heterogeneity of Vaginal Microbial Communities within Individuals
Kim, T. K., Thomas, S. M., Ho, M., Sharma, S., Reich, C. I., Frank, J. A., Yeater, K. M., Biggs, D. R., Nakamura, N., Stumpf, R., et al. (2009) · Journal of Clinical Microbiology · doi:10.1128/jcm.00854-08 · Cited by 158
Vilchez‐Vargas, R., Geffers, R., Diez, M. S., Conte, I. L., Waliczek, A., Kaser, V. S., Kralova, M., Junca, H., & Pieper, D. H. (2012) · Environmental Microbiology · doi:10.1111/j.1462-2920.2012.02752.x · Cited by 151
Self-citationBacteroides thetaiotaomicron in the gut: Molecular aspects of their interaction
Zocco, M. A., Ainora, M. E., Gasbarrini, A., & Gasbarrini, A. (2007) · Digestive and Liver Disease · doi:10.1016/j.dld.2007.04.003 · Cited by 150
The biofilm in bacterial vaginosis
Verstraelen, H., & Swidsinski, A. V. (2012) · Current Opinion in Infectious Diseases · doi:10.1097/qco.0b013e32835c20cd · Cited by 138
Self-citationBacteroides xylanisolvens sp. nov., a xylan-degrading bacterium isolated from human faeces
Chassard, C., Delmas, E., Lawson, P. A., & Bernalier‐Donadille, A. (2008) · INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY · doi:10.1099/ijs.0.65504-0 · Cited by 129
Maier, E., Anderson, R. C., & Roy, N. C. (2014) · Nutrients · doi:10.3390/nu7010045 · Cited by 123
Commensal microbiota regulates T cell fate decision in the gut
Furusawa, Y., Obata, Y., & Hase, K. (2014) · Seminars in Immunopathology · doi:10.1007/s00281-014-0455-3 · Cited by 123
The new world of the urinary microbiota in women
Brubaker, L. T., & Wolfe, A. J. (2015) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2015.05.032 · Cited by 122
Bacteroides thetaiotaomicron: a dynamic, niche‐adapted human symbiont
Comstock, L. E., & Coyne, M. J. (2003) · BioEssays · doi:10.1002/bies.10350 · Cited by 121
Espinoza, J., Erez, O., & Romero, R. J. (2006) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2005.11.050 · Cited by 117
The uterine peristaltic pump. Normal and impeded sperm transport within the female genital tract.
Kunz, G., Beil, D., Deiniger, H., Einspanier, A., Mall, G., & LEYENDECKER, G. (1997) · PubMed · Cited by 115
Kunz, G., Beil, D., Deiniger, Н., Einspanier, A., Mall, G., & LEYENDECKER, G. (1997) · Advances in experimental medicine and biology · doi:10.1007/978-1-4615-5913-9_49 · Cited by 112
Sterility of the uterine cavity
Møller, B. R., Kristiansen, F. V., Thorsen, P., Frost, L., & Mogensen, S. C. (1995) · Acta Obstetricia Et Gynecologica Scandinavica · doi:10.3109/00016349509008942 · Cited by 109
Microorganisms within Human Follicular Fluid: Effects on IVF
Pelzer, E., ALLAN, J. A. B., Waterhouse, M. A., Ross, T., Beagley, K. W., & Knox, C. L. (2013) · PLoS ONE · doi:10.1371/journal.pone.0059062 · Cited by 107
Quantitative Assessment of the Human Gut Microbiome Using Multitag Pyrosequencing
Gillevet, P. M., Sikaroodi, M., Keshavarzian, A., & Mutlu, E. (2010) · Chemistry & Biodiversity · doi:10.1002/cbdv.200900322 · Cited by 105
Hansen, L. K., Becher, N., Bastholm, S. K., Glavind, J., Ramsing, M., Kim, C. J., Romero, R. J., Jensen, J. S., & Uldbjerg, N. (2013) · Acta Obstetricia Et Gynecologica Scandinavica · doi:10.1111/aogs.12296 · Cited by 99
Microbiome in Parturition and Preterm Birth
Cao, B., & Mysorekar, I. U. (2014) · Seminars in Reproductive Medicine · doi:10.1055/s-0033-1361830 · Cited by 95
Pelzer, E., ALLAN, J. A. B., Cunningham, K. A., Mengersen, K. L., Allan, J. M., Launchbury, T., Beagley, K. W., & Knox, C. L. (2011) · Human Reproduction · doi:10.1093/humrep/der108 · Cited by 94
Bacteriological colonisation of uterine cavity: role of tailed intrauterine contraceptive device.
Sparks, R., Purrier, B. G. A., Watt, P. J., & Elstein, M. (1981) · BMJ · doi:10.1136/bmj.282.6271.1189 · Cited by 88
Niche-Specific Features of the Intestinal Bacteroidales
Coyne, M. J., & Comstock, L. E. (2007) · Journal of Bacteriology · doi:10.1128/jb.01559-07 · Cited by 83
Sterility of the uterine cavity
Ansbacher, R., Boyson, W. A., & Morris, J. A. (1967) · American Journal of Obstetrics and Gynecology · doi:10.1016/s0002-9378(16)34549-5 · Cited by 80
Pelzer, E., ALLAN, J. A. B., Theodoropoulos, C., Ross, T., Beagley, K. W., & Knox, C. L. (2012) · PLoS ONE · doi:10.1371/journal.pone.0049965 · Cited by 71
Influence of sexual intercourse on genital tract microbiota in infertile couples
Borovkova, N., Korrovits, P., Ausmees, K., Türk, S., Jõers, K., Punab, M., & Mändar, R. (2011) · Anaerobe · doi:10.1016/j.anaerobe.2011.04.015 · Cited by 69
Endometrial Cultures Obtained by a Triple-Lumen Method from Afebrile and Febrile Postpartum Women
Eschenbach, D. A., Rosene, K., Tompkins, L. S., Watkins, H., & Gravett, M. G. (1986) · The Journal of Infectious Diseases · doi:10.1093/infdis/153.6.1038 · Cited by 55
Microbes Central to Human Reproduction
Reid, G., Brigidi, P., Burton, J. P., Contractor, N., Duncan, S. H., Fargier, E., Hill, C., Lebeer, S., Martín, R., McBain, A. J., et al. (2014) · American Journal of Reproductive Immunology · doi:10.1111/aji.12319 · Cited by 52
Cowling, P., McCoy, D., Marshall, R. J., Padfield, C. J. H., & Reeves, D. S. (1992) · European Journal of Clinical Microbiology & Infectious Diseases · doi:10.1007/bf01967084 · Cited by 48
Endometrial bacteria in asymptomatic, nonpregnant women.
Hemsell, D. L., Obregon, V. L., Heard, M. C., & NOBLES, B. J. (1989) · PubMed · Cited by 43
The microbial community structure of the cotton rat nose
Chaves‐Moreno, D., Plumeier, I., Kahl, S., Krismer, B., Peschel, A., Oxley, A. P. A., Jáuregui, R., & Pieper, D. H. (2015) · Environmental Microbiology Reports · doi:10.1111/1758-2229.12334 · Cited by 43
Self-citationViniker, D. A. (1999) · Human Reproduction Update · doi:10.1093/humupd/5.4.373 · Cited by 40
Atherly, T. A., & Ziemer, C. J. (2014) · MicrobiologyOpen · doi:10.1002/mbo3.159 · Cited by 23
Pelzer, E., Harris, J. E., ALLAN, J. A. B., Waterhouse, M. A., Ross, T., Beagley, K. W., & Knox, C. L. (2013) · Journal of Reproductive Immunology · doi:10.1016/j.jri.2013.07.004 · Cited by 19
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Metadata
- Authors
- Verstraelen, H., Vilchez-Vargas, R., Desimpel, F., Jauregui, R., Vankeirsbilck, N., Weyers, S., Verhelst, R., De Sutter, P., Pieper, D. H., & Van De Wiele, T.
- Venue
- PeerJ
- Publisher
- PeerJ
- Published
- 2016-01-19
- Volume
- 4
- Pages
- e1602
- ISSN
- 2167-8359 (ISSN-L)
- OpenAlex
- W1655950349
- Cited by
- 307
- References
- 78
- FWCI
- 22.63
- Type
- journal article
- Language
- en
- Open access
- gold
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