Replication and refinement of a vaginal microbial signature of preterm birth in two racially distinct cohorts of US women

Significance Premature birth (PTB) is a major global public health burden. Previous studies have suggested an association between altered vaginal microbiota composition and PTB, although findings across studies have been inconsistent. To address these inconsistencies, improve upon our previous signature, and better understand the vaginal microbiota’s role in PTB, we conducted a case-control study in two cohorts of pregnant women: one predominantly Caucasian at low risk of PTB, the second predominantly African American at high risk. With the results, we were able to replicate our signature in the first cohort and refine our signature of PTB for both cohorts. Our findings elucidate the ecology of the vaginal microbiota and advance our ability to predict and understand the causes of PTB. Preterm birth (PTB) is the leading cause of neonatal morbidity and mortality. Previous studies have suggested that the maternal vaginal microbiota contributes to the pathophysiology of PTB, but conflicting results in recent years have raised doubts. We conducted a study of PTB compared with term birth in two cohorts of pregnant women: one predominantly Caucasian (n = 39) at low risk for PTB, the second predominantly African American and at high-risk (n = 96). We profiled the taxonomic composition of 2,179 vaginal swabs collected prospectively and weekly during gestation using 16S rRNA gene sequencing. Previously proposed associations between PTB and lower Lactobacillus and higher Gardnerella abundances replicated in the low-risk cohort, but not in the high-risk cohort. High-resolution bioinformatics enabled taxonomic assignment to the species and subspecies levels, revealing that Lactobacillus crispatus was associated with low risk of PTB in both cohorts, while Lactobacillus iners was not, and that a subspecies clade of Gardnerella vaginalis explained the genus association with PTB. Patterns of cooccurrence between L. crispatus and Gardnerella were highly exclusive, while Gardnerella and L. iners often coexisted at high frequencies. We argue that the vaginal microbiota is better represented by the quantitative frequencies of these key taxa than by classifying communities into five community state types. Our findings extend and corroborate the association between the vaginal microbiota and PTB, demonstrate the benefits of high-resolution statistical bioinformatics in clinical microbiome studies, and suggest that previous conflicting results may reflect the different risk profile of women of black race.

[1]  Methodius G. Tuuli,et al.  Early pregnancy vaginal microbiome trends and preterm birth , 2017, American journal of obstetrics and gynecology.

[2]  Paul J. McMurdie,et al.  Exact sequence variants should replace operational taxonomic units in marker-gene data analysis , 2017, The ISME Journal.

[3]  Christine L. Sun,et al.  Candidatus Mycoplasma girerdii replicates, diversifies, and co-occurs with Trichomonas vaginalis in the oral cavity of a premature infant , 2017, Scientific Reports.

[4]  M. Vaneechoutte,et al.  Lactobacillus iners: Friend or Foe? , 2017, Trends in microbiology.

[5]  J. Nicholson,et al.  The interaction between vaginal microbiota, cervical length, and vaginal progesterone treatment for preterm birth risk , 2017, Microbiome.

[6]  J. H. van de Wijgert,et al.  Evaluation of Lysis Methods for the Extraction of Bacterial DNA for Analysis of the Vaginal Microbiota , 2016, PloS one.

[7]  Dan Knights,et al.  Systematic improvement of amplicon marker gene methods for increased accuracy in microbiome studies , 2016, Nature Biotechnology.

[8]  Paul J. McMurdie,et al.  DADA2: High resolution sample inference from Illumina amplicon data , 2016, Nature Methods.

[9]  D. Nelson,et al.  The Gestational Vaginal Microbiome and Spontaneous Preterm Birth among Nulliparous African American Women , 2016, American Journal of Perinatology.

[10]  Phillip R. Bennett,et al.  Role of the vaginal microbiome in preterm prelabour rupture of the membranes: an observational study , 2016, The Lancet.

[11]  Christine L. Sun,et al.  Temporal and spatial variation of the human microbiota during pregnancy , 2015, Proceedings of the National Academy of Sciences.

[12]  K. Jefferson,et al.  Using an in-vitro biofilm model to assess the virulence potential of Bacterial Vaginosis or non-Bacterial Vaginosis Gardnerella vaginalis isolates , 2015, Scientific Reports.

[13]  Jennifer M. Fettweis,et al.  An Emerging Mycoplasma Associated with Trichomoniasis, Vaginal Infection and Disease , 2014, PloS one.

[14]  Jennifer M. Fettweis,et al.  Differences in vaginal microbiome in African American women versus women of European ancestry. , 2014, Microbiology.

[15]  Peter Cimermancic,et al.  A Systematic Analysis of Biosynthetic Gene Clusters in the Human Microbiome Reveals a Common Family of Antibiotics , 2014, Cell.

[16]  S. Fisher,et al.  Preterm labor: One syndrome, many causes , 2014, Science.

[17]  P. Gajer,et al.  The vaginal microbiota of pregnant women who subsequently have spontaneous preterm labor and delivery and those with a normal delivery at term , 2014, Microbiome.

[18]  D. Wing,et al.  Mycoplasma, bacterial vaginosis-associated bacteria BVAB3, race, and risk of preterm birth in a high-risk cohort. , 2014, American journal of obstetrics and gynecology.

[19]  M. Henriques,et al.  Reciprocal Interference between Lactobacillus spp. and Gardnerella vaginalis on Initial Adherence to Epithelial Cells , 2013, International journal of medical sciences.

[20]  R. Lillis,et al.  Unique vaginal microbiota that includes an unknown Mycoplasma-like organism is associated with Trichomonas vaginalis infection. , 2013, The Journal of infectious diseases.

[21]  Susan Holmes,et al.  phyloseq: An R Package for Reproducible Interactive Analysis and Graphics of Microbiome Census Data , 2013, PloS one.

[22]  Pelin Yilmaz,et al.  The SILVA ribosomal RNA gene database project: improved data processing and web-based tools , 2012, Nucleic Acids Res..

[23]  K. Aagaard,et al.  The Role of Microbial Communities in Parturition: Is There Evidence of Association with Preterm Birth and Perinatal Morbidity and Mortality? , 2012, American Journal of Perinatology.

[24]  P. Papapanou,et al.  Epidemiology of association between maternal periodontal disease and adverse pregnancy outcomes--systematic review. , 2013, Journal of clinical periodontology.

[25]  B. Hall,et al.  Comparative Genomic Analyses of 17 Clinical Isolates of Gardnerella vaginalis Provide Evidence of Multiple Genetically Isolated Clades Consistent with Subspeciation into Genovars , 2012, Journal of bacteriology.

[26]  Jennifer M. Fettweis,et al.  A New Era of the Vaginal Microbiome: Advances Using Next‐Generation Sequencing , 2012, Chemistry & biodiversity.

[27]  M. Vaneechoutte,et al.  Longitudinal Study of the Dynamics of Vaginal Microflora during Two Consecutive Menstrual Cycles , 2011, PloS one.

[28]  Scot E. Dowd,et al.  Exploring the Diversity of Gardnerella vaginalis in the Genitourinary Tract Microbiota of Monogamous Couples Through Subtle Nucleotide Variation , 2011, PloS one.

[29]  Pedro M. Valero-Mora,et al.  ggplot2: Elegant Graphics for Data Analysis , 2010 .

[30]  Daniel B. DiGiulio,et al.  Prevalence and Diversity of Microbes in the Amniotic Fluid, the Fetal Inflammatory Response, and Pregnancy Outcome in Women with Preterm Pre‐Labor Rupture of Membranes , 2010, American journal of reproductive immunology.

[31]  N. Perna,et al.  progressiveMauve: Multiple Genome Alignment with Gene Gain, Loss and Rearrangement , 2010, PloS one.

[32]  P. Gajer,et al.  Vaginal microbiome of reproductive-age women , 2010, Proceedings of the National Academy of Sciences.

[33]  Hadley Wickham,et al.  ggplot2 - Elegant Graphics for Data Analysis (2nd Edition) , 2017 .

[34]  M. Vaneechoutte,et al.  Bmc Microbiology , 2022 .

[35]  Peter Chung,et al.  Uncultivated Bacteria as Etiologic Agents of Intra-Amniotic Inflammation Leading to Preterm Birth , 2008, Journal of Clinical Microbiology.

[36]  Daniel B. DiGiulio,et al.  Microbial Prevalence, Diversity and Abundance in Amniotic Fluid During Preterm Labor: A Molecular and Culture-Based Investigation , 2008, PloS one.

[37]  G. Olsen,et al.  Critical Evaluation of Two Primers Commonly Used for Amplification of Bacterial 16S rRNA Genes , 2008, Applied and Environmental Microbiology.

[38]  J. Haddad,et al.  Intrauterine growth restriction, low birth weight, and preterm birth: adverse pregnancy outcomes and their association with maternal periodontitis. , 2007, Journal of periodontology.

[39]  J. Tiedje,et al.  Naïve Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy , 2007, Applied and Environmental Microbiology.

[40]  J. Marrazzo,et al.  Molecular identification of bacteria associated with bacterial vaginosis. , 2005, The New England journal of medicine.

[41]  P. Brocklehurst,et al.  Antibiotics for treating bacterial vaginosis in pregnancy. , 2005, The Cochrane database of systematic reviews.

[42]  Alok J. Saldanha,et al.  Java Treeview - extensible visualization of microarray data , 2004, Bioinform..

[43]  Alexandra Kaider,et al.  Bacterial vaginosis as a risk factor for preterm delivery: a meta-analysis. , 2003, American journal of obstetrics and gynecology.

[44]  J. Carey,et al.  Metronidazole to prevent preterm delivery in pregnant women with asymptomatic bacterial vaginosis , 2001 .

[45]  Ichael,et al.  METRONIDAZOLE TO PREVENT PRETERM DELIVERY IN PREGNANT WOMEN WITH ASYMPTOMATIC BACTERIAL VAGINOSIS , 2000 .

[46]  D. Botstein,et al.  Cluster analysis and display of genome-wide expression patterns. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[47]  B. Sibai,et al.  Risk factors for preeclampsia, abruptio placentae, and adverse neonatal outcomes among women with chronic hypertension. National Institute of Child Health and Human Development Network of Maternal-Fetal Medicine Units. , 1998, The New England journal of medicine.

[48]  Mary Frances Cotch,et al.  Association between Bacterial Vaginosis and Preterm Delivery of a Low-Birth-Weight Infant , 1995 .

[49]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[50]  Erko Stackebrandt,et al.  Taxonomic Note: A Place for DNA-DNA Reassociation and 16S rRNA Sequence Analysis in the Present Species Definition in Bacteriology , 1994 .