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Vaginal microbiota of adolescent girls resemble those of 
reproductive-age women prior to the onset of menarche 
Roxana Hickey1,2, Xia Zhou1, Matthew Settles2, Julie Erb3, Kristin Malone3, 
Melanie Hansmann3, Barbara van der Pol4, J. Dennis Fortenberry5 & Larry Forney1,2 
1Department of Biological Sciences & 2Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow, ID, USA; 3FemCare Division, Procter & 
Gamble, Cincinnati, OH, USA; 4Indiana University School of Public Health, Bloomington, IN, USA; 5Indiana University School of Medicine, Indianapolis, IN, USA 
introduction 
The vaginal microbiome over a lifespan 
๏ During reproductive-age years, vaginal 
microbiota differ among women1 and are 
variable over short time scales.2 
๏ Lactic acid bacteria (esp. Lactobacillus) and 
maintenance of low vaginal pH (~4.5) are 
considered hallmark conditions of health. 
๏ Little is known about the timing and sequence 
of changes that occur during puberty, but 
microbiota of postmenarcheal teens (13-18 y/o) 
appear to resemble those of adults.3,4 
๏ Studying transitions during puberty is an 
important first step toward understanding 
community assembly and succession in healthy 
vaginal microbiota. 
methods 
Study design 
5 
0 
a 
7 
6 
5 
b 
Longitudinal patterns differed considerably among individuals, but all had 
abundant lactic acid bacteria prior to or at menarche. Vaginal microbiota of 
girls and their mothers were only occasionally similar. 
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Subject 101 Subject 102 Subject 103 Subject 104 
Subject 105 Subject 106 Subject 107 Subject 108 
Subject 109 Subject 110 Subject 111 Subject 112 
Subject 113 Subject 114 Subject 115 Subject 116 
Subject 118 Subject 120 Subject 121 Subject 123 
Subject 124 Subject 125 Subject 126 Subject 127 
Subject 128 Subject 129 Subject 132 Subject 133 
Subject 134 Subject 135 Subject 136 
Inconvenient truth: girls have Gardnerella, too 
๏ Commonly associated with bacterial vaginosis in adults, 
Gardnerella vaginalis was detected in 11/31 girls. 
๏ Current efforts underway to explore the genetic diversity 
of this species across different age groups: adolescent 
girls, reproductive-age and postmenopausal women. 
Vaginal swabs collected every 
3 months for up to 3 years 
2 
3 
4 
acknowledgments 
We are grateful for support and advice from Dorah Mtui, Daniel Beck, Matt Pennell 
and Sam Hunter (U Idaho); Alexis Roth, Cynthia Robbins, and Marcia Shew 
(Indiana U SoM); and Lisa Bowman (P&G). Financial support was provided by 
Procter & Gamble, NIH P30 RR033376, and the UI BCB Graduate Program. 
Girl Vagina 
Girl Vagina 
Girl Vagina 
Girl Vagina 
Girl Vagina 
Girl Vagina 
Girl Vagina 
Girl Vagina 
references 
1Ravel et al. (2011) PNAS 108:S1. 2Gajer et al. (2012) Sci Transl Med 4. 
3Yamamoto et al. (2009) J Pediatr Adolesc Gynecol 22. 4Thoma et al. (2010) J 
Pediatr Adolesc Gynecol 1. 5Schloss et al. (2009) Appl Environ Microbiol 75. 
6Cole et al. (2005) Nuc Acids Res 33. 7http://patricbrc.org/. 
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Subject 102 Subject 105 Subject 112 Subject 115 
Subject 116 Subject 120 Subject 121 Subject 124 
Subject 126 Subject 129 Subject 135 
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more information 
Forney lab: http://people.ibest.uidaho.edu/~lforney/ 
roxana.hickey@gmail.com lforney@uidaho.edu 
results 
conclusions & next steps 
Unexpectedly, vaginal microbiota of girls 
were often characterized by a dominance 
of lactic acid bacteria prior to menarche. 
๏ Bacterial composition: 
Roche 454 sequencing 
of 16S rRNA genes 
(V1-V3) 
‣ mothur5 
‣ RDP Naïve Bayesian 
Classifier6 
‣ PATRIC7 for speciation 
of Lactobacillus spp. 
๏ Metadata: Tanner stage, 
vaginal pH, menarcheal 
status 
1 
5 
Figure 1. Tanner stages of 
breast and pubic development. 
Lactic acid bacteria became 
abundant early in puberty, while 
vaginal pH declined more slowly. 
Figure 2. Bacterial community composition of the vaginal microbiota of 
girls and mothers sampled longitudinally. 198 samples from 31 girls and 
47 samples from 24 mothers are represented. The dendrogram represents 
the average linkage clustering based on the Bray-Curtis dissimilarity 
computed from Hellinger standardized taxon abundance data. The 
heatmap depicts proportions of the 25 overall most abundant taxa. 
● 
● 
●● 
● 
● 
−5 
2 3 4 5 
Tanner breast 
Logit−transformed LAB proportion 
● 
● ● 
−5 
pre post 
Menarche status 
● 
4 
2 3 4 5 
Tanner breast 
Vaginal pH 
4 
pre post 
Menarche status 
Figure 3. Trends in relative abundance of lactic 
acid bacteria and vaginal pH in relation to 
pubertal development and menarche status. Box 
plots show (a) logit-transformed proportions of 
lactic acid bacteria (LAB) and (b) vaginal pH. 
0.00 
Proportion 
Subject 107 
0.00 
Proportion 
Subject 109 
● ● ● ● ● ● ● ● ● ● ● 
1 2 3 4 5 6 7 8 9 10 11 
Visit 
● ● ● ● ● ● ● ● ● ● ● 
1 2 3 4 5 6 7 8 9 10 11 
Visit 
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Proportion 
Subject 102 
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Proportion 
Subject 103 
● ● ● ● ● ● ● ● ● ● ● 
1 2 3 4 5 6 7 8 9 10 11 12 
Visit 
● ● ● ● ● ● ● ● ● ● ● ● 
1 2 3 4 5 6 7 8 9 10 11 12 
Visit 
Taxon 
Lactobacillus_crispatus 
Lactobacillus_iners 
Lactobacillus_gasseri 
Gardnerella_vaginalis 
Lactobacillus_jensenii 
Lactobacillus_Other 
Streptococcus_anginosis 
Bifidobacterium 
Gardnerella_Other 
Prevotella 
Anaerococcus 
Other_Bacteria 
Atopobium 
Finegoldia 
Peptoniphilus 
Ureaplasma 
Bacteroides 
Dialister 
Faecalibacterium 
Corynebacterium 
Lachnospiracea_incertae_sedis 
Alloscardovia 
Moryella 
Actinomyces 
Clostridiales_Incertae_Sedis_XI 
Porphyromonas 
Blautia 
Clostridiales 
Anaerosphaera 
Jonquetella 
Mobiluncus 
Actinomycetales 
Staphylococcus 
Segniliparus 
Clostridium_XI 
Lachnospiraceae 
Coriobacteriaceae 
Acidovorax 
Olsenella 
Peptococcus 
Tanner breast ●1●2●3●4●5 
Menarche status ●Pre●Post 
Figure 5. Transitions to Lactobacillus-dominant microbiota in 
four girls. Panels show the vaginal bacterial community profiles 
and associated pubertal development of four participants 
sampled longitudinally. Bar plots represent the proportions of 
bacterial taxa in the community. Menarcheal status and Tanner 
breast stage are indicated below each bar plot. 
●●●●● ●●●●●●● ●●●● ●●●●●●● ●●●●●●●●●●●● ● ●●● ●●● ● 
● ●●●● ●●●●●●●●●●● ●●●●●●●●●●● ● ●●●●●●●●● 
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● ●●● ●● ●●●●● ●● ●●●●●●●● 
●●●●●●● ● ●● ● ● ● ● ●●●●●●● 
●●●●●●● ● ●●● ● ● ●●●● 
● ● ● ●●●● ●●● 
Mother Vagina 
Mother Vagina 
Mother Vagina 
Mother Vagina 
Mother Vagina 
Mother Vagina 
Mother Vagina 
Mother Vagina 
1 2 3 4 5 6 7 8 9 1011121314 1 2 3 4 5 6 7 8 9 1011121314 1 2 3 4 5 6 7 8 9 1011121314 
Visit No. 
Cluster 
Group 
● 
● 
● 
● 
● 
● 
● 
Bifido 
GV 
LC 
LG 
LI 
LJ 
Other 
Sample 
Type 
● 
● 
Pre 
Post 
Mother 
Figure 4. Hierarchical cluster assignment over time within 
individual participants. Each plot shows the hierarchical cluster 
assignment (as in Figure 2) of vaginal microbiota samples from a 
girl (circles) and her mother (triangles), when applicable. The x-axis 
indicates the clinical visit at which each sample was collected 
(occurred approximately every three months). 
31 premenarcheal 
10-12 y/o girls 
‣ 21 Black 
‣ 8 Caucasian 
‣ 2 Native American 
21 girls became 
postmenarcheal 
during study 
24 mothers 
sampled annually 
Common trends, divergent details 
๏ Transitions to ‘adult-like' microbiota appear to occur in the 
early to intermediate stages of puberty before menarche begins. 
๏ As in adults, vaginal microbiota of girls vary both among and 
within individuals. This may be essential to understanding 
differences in ecological function and stability of microbiota. 
● 
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1 2 3 4 5 6 7 8 9 10 11 12 1 2 3 4 5 6 7 8 9 10 11 12 1 2 3 4 5 6 7 8 9 10 11 12 
Visit No. 
Proportion of Gardnerella 
Menarche 
Status 
● 
● 
Pre 
Post 
Figure 6. Proportion of Gardnerella over 
time in the vaginal microbiota of girls. 
@roxana_hickey

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Vaginal microbiome of adolescent girls resemble those of reproductive age women prior to the onset of menarche (ISME15 poster)

  • 1. Vaginal microbiota of adolescent girls resemble those of reproductive-age women prior to the onset of menarche Roxana Hickey1,2, Xia Zhou1, Matthew Settles2, Julie Erb3, Kristin Malone3, Melanie Hansmann3, Barbara van der Pol4, J. Dennis Fortenberry5 & Larry Forney1,2 1Department of Biological Sciences & 2Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow, ID, USA; 3FemCare Division, Procter & Gamble, Cincinnati, OH, USA; 4Indiana University School of Public Health, Bloomington, IN, USA; 5Indiana University School of Medicine, Indianapolis, IN, USA introduction The vaginal microbiome over a lifespan ๏ During reproductive-age years, vaginal microbiota differ among women1 and are variable over short time scales.2 ๏ Lactic acid bacteria (esp. Lactobacillus) and maintenance of low vaginal pH (~4.5) are considered hallmark conditions of health. ๏ Little is known about the timing and sequence of changes that occur during puberty, but microbiota of postmenarcheal teens (13-18 y/o) appear to resemble those of adults.3,4 ๏ Studying transitions during puberty is an important first step toward understanding community assembly and succession in healthy vaginal microbiota. methods Study design 5 0 a 7 6 5 b Longitudinal patterns differed considerably among individuals, but all had abundant lactic acid bacteria prior to or at menarche. Vaginal microbiota of girls and their mothers were only occasionally similar. 1.00 0.75 0.50 0.25 1.00 0.75 0.50 0.25 Subject 101 Subject 102 Subject 103 Subject 104 Subject 105 Subject 106 Subject 107 Subject 108 Subject 109 Subject 110 Subject 111 Subject 112 Subject 113 Subject 114 Subject 115 Subject 116 Subject 118 Subject 120 Subject 121 Subject 123 Subject 124 Subject 125 Subject 126 Subject 127 Subject 128 Subject 129 Subject 132 Subject 133 Subject 134 Subject 135 Subject 136 Inconvenient truth: girls have Gardnerella, too ๏ Commonly associated with bacterial vaginosis in adults, Gardnerella vaginalis was detected in 11/31 girls. ๏ Current efforts underway to explore the genetic diversity of this species across different age groups: adolescent girls, reproductive-age and postmenopausal women. Vaginal swabs collected every 3 months for up to 3 years 2 3 4 acknowledgments We are grateful for support and advice from Dorah Mtui, Daniel Beck, Matt Pennell and Sam Hunter (U Idaho); Alexis Roth, Cynthia Robbins, and Marcia Shew (Indiana U SoM); and Lisa Bowman (P&G). Financial support was provided by Procter & Gamble, NIH P30 RR033376, and the UI BCB Graduate Program. Girl Vagina Girl Vagina Girl Vagina Girl Vagina Girl Vagina Girl Vagina Girl Vagina Girl Vagina references 1Ravel et al. (2011) PNAS 108:S1. 2Gajer et al. (2012) Sci Transl Med 4. 3Yamamoto et al. (2009) J Pediatr Adolesc Gynecol 22. 4Thoma et al. (2010) J Pediatr Adolesc Gynecol 1. 5Schloss et al. (2009) Appl Environ Microbiol 75. 6Cole et al. (2005) Nuc Acids Res 33. 7http://patricbrc.org/. ●● ● ● ● 5 0 7 6 5 1.00 0.75 0.50 0.25 1.00 0.75 0.50 0.25 Subject 102 Subject 105 Subject 112 Subject 115 Subject 116 Subject 120 Subject 121 Subject 124 Subject 126 Subject 129 Subject 135 1.00 0.75 0.50 0.25 1.00 0.75 0.50 0.25 1.00 0.75 0.50 0.25 more information Forney lab: http://people.ibest.uidaho.edu/~lforney/ roxana.hickey@gmail.com lforney@uidaho.edu results conclusions & next steps Unexpectedly, vaginal microbiota of girls were often characterized by a dominance of lactic acid bacteria prior to menarche. ๏ Bacterial composition: Roche 454 sequencing of 16S rRNA genes (V1-V3) ‣ mothur5 ‣ RDP Naïve Bayesian Classifier6 ‣ PATRIC7 for speciation of Lactobacillus spp. ๏ Metadata: Tanner stage, vaginal pH, menarcheal status 1 5 Figure 1. Tanner stages of breast and pubic development. Lactic acid bacteria became abundant early in puberty, while vaginal pH declined more slowly. Figure 2. Bacterial community composition of the vaginal microbiota of girls and mothers sampled longitudinally. 198 samples from 31 girls and 47 samples from 24 mothers are represented. The dendrogram represents the average linkage clustering based on the Bray-Curtis dissimilarity computed from Hellinger standardized taxon abundance data. The heatmap depicts proportions of the 25 overall most abundant taxa. ● ● ●● ● ● −5 2 3 4 5 Tanner breast Logit−transformed LAB proportion ● ● ● −5 pre post Menarche status ● 4 2 3 4 5 Tanner breast Vaginal pH 4 pre post Menarche status Figure 3. Trends in relative abundance of lactic acid bacteria and vaginal pH in relation to pubertal development and menarche status. Box plots show (a) logit-transformed proportions of lactic acid bacteria (LAB) and (b) vaginal pH. 0.00 Proportion Subject 107 0.00 Proportion Subject 109 ● ● ● ● ● ● ● ● ● ● ● 1 2 3 4 5 6 7 8 9 10 11 Visit ● ● ● ● ● ● ● ● ● ● ● 1 2 3 4 5 6 7 8 9 10 11 Visit 0.00 Proportion Subject 102 0.00 Proportion Subject 103 ● ● ● ● ● ● ● ● ● ● ● 1 2 3 4 5 6 7 8 9 10 11 12 Visit ● ● ● ● ● ● ● ● ● ● ● ● 1 2 3 4 5 6 7 8 9 10 11 12 Visit Taxon Lactobacillus_crispatus Lactobacillus_iners Lactobacillus_gasseri Gardnerella_vaginalis Lactobacillus_jensenii Lactobacillus_Other Streptococcus_anginosis Bifidobacterium Gardnerella_Other Prevotella Anaerococcus Other_Bacteria Atopobium Finegoldia Peptoniphilus Ureaplasma Bacteroides Dialister Faecalibacterium Corynebacterium Lachnospiracea_incertae_sedis Alloscardovia Moryella Actinomyces Clostridiales_Incertae_Sedis_XI Porphyromonas Blautia Clostridiales Anaerosphaera Jonquetella Mobiluncus Actinomycetales Staphylococcus Segniliparus Clostridium_XI Lachnospiraceae Coriobacteriaceae Acidovorax Olsenella Peptococcus Tanner breast ●1●2●3●4●5 Menarche status ●Pre●Post Figure 5. Transitions to Lactobacillus-dominant microbiota in four girls. Panels show the vaginal bacterial community profiles and associated pubertal development of four participants sampled longitudinally. Bar plots represent the proportions of bacterial taxa in the community. Menarcheal status and Tanner breast stage are indicated below each bar plot. ●●●●● ●●●●●●● ●●●● ●●●●●●● ●●●●●●●●●●●● ● ●●● ●●● ● ● ●●●● ●●●●●●●●●●● ●●●●●●●●●●● ● ●●●●●●●●● ●●●●●●●●●●● ● ●●●●●●●●●● ●●●●●●●●● ●●●●●● ● ● ●●●● ● ●● ●●● ● ●●● ●● ●●●●● ●● ●●●●●●●● ●●●●●●● ● ●● ● ● ● ● ●●●●●●● ●●●●●●● ● ●●● ● ● ●●●● ● ● ● ●●●● ●●● Mother Vagina Mother Vagina Mother Vagina Mother Vagina Mother Vagina Mother Vagina Mother Vagina Mother Vagina 1 2 3 4 5 6 7 8 9 1011121314 1 2 3 4 5 6 7 8 9 1011121314 1 2 3 4 5 6 7 8 9 1011121314 Visit No. Cluster Group ● ● ● ● ● ● ● Bifido GV LC LG LI LJ Other Sample Type ● ● Pre Post Mother Figure 4. Hierarchical cluster assignment over time within individual participants. Each plot shows the hierarchical cluster assignment (as in Figure 2) of vaginal microbiota samples from a girl (circles) and her mother (triangles), when applicable. The x-axis indicates the clinical visit at which each sample was collected (occurred approximately every three months). 31 premenarcheal 10-12 y/o girls ‣ 21 Black ‣ 8 Caucasian ‣ 2 Native American 21 girls became postmenarcheal during study 24 mothers sampled annually Common trends, divergent details ๏ Transitions to ‘adult-like' microbiota appear to occur in the early to intermediate stages of puberty before menarche begins. ๏ As in adults, vaginal microbiota of girls vary both among and within individuals. This may be essential to understanding differences in ecological function and stability of microbiota. ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● 0.00 0.00 0.00 1 2 3 4 5 6 7 8 9 10 11 12 1 2 3 4 5 6 7 8 9 10 11 12 1 2 3 4 5 6 7 8 9 10 11 12 Visit No. Proportion of Gardnerella Menarche Status ● ● Pre Post Figure 6. Proportion of Gardnerella over time in the vaginal microbiota of girls. @roxana_hickey